modelId stringlengths 4 111 | lastModified stringlengths 24 24 | tags list | pipeline_tag stringlengths 5 30 ⌀ | author stringlengths 2 34 ⌀ | config null | securityStatus null | id stringlengths 4 111 | likes int64 0 9.53k | downloads int64 2 73.6M | library_name stringlengths 2 84 ⌀ | created timestamp[us] | card stringlengths 101 901k | card_len int64 101 901k | embeddings list |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
KnutJaegersberg/galactica-orca-wizardlm-1.3b | 2023-08-07T04:50:46.000Z | [
"transformers",
"pytorch",
"safetensors",
"opt",
"text-generation",
"autotrain",
"license:cc-by-nc-4.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | KnutJaegersberg | null | null | KnutJaegersberg/galactica-orca-wizardlm-1.3b | 2 | 5,887 | transformers | 2023-07-26T13:09:09 | ---
tags:
- autotrain
- text-generation
license: cc-by-nc-4.0
---
Prompt
### System:\n{system}\n\n### User:\n{instruction}\n\n### Response:\n | 142 | [
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0.033416748046875,
0.042266845703125,
0.0264739990234375,
0.0509033203125,
-0.053466796875,
-0.01198577880859375,
-0.041046142578125,
0.024... |
climatebert/distilroberta-base-climate-sentiment | 2023-06-02T13:53:52.000Z | [
"transformers",
"pytorch",
"safetensors",
"roberta",
"text-classification",
"en",
"dataset:climatebert/climate_sentiment",
"license:apache-2.0",
"endpoints_compatible",
"region:us"
] | text-classification | climatebert | null | null | climatebert/distilroberta-base-climate-sentiment | 0 | 5,886 | transformers | 2022-03-02T23:29:05 | ---
license: apache-2.0
datasets:
- climatebert/climate_sentiment
language:
- en
metrics:
- accuracy
---
# Model Card for distilroberta-base-climate-sentiment
## Model Description
This is the fine-tuned ClimateBERT language model with a classification head for classifying climate-related paragraphs into the climate-... | 2,167 | [
[
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-0.00004869699478149414,
0.022125244140625,
-0.036376953125,
-0.054779052734375,
-0.0595703125,
-0.... |
p208p2002/zh-wiki-punctuation-restore | 2023-05-31T08:44:00.000Z | [
"transformers",
"pytorch",
"safetensors",
"bert",
"token-classification",
"ner",
"punctuation",
"zh",
"autotrain_compatible",
"endpoints_compatible",
"region:us"
] | token-classification | p208p2002 | null | null | p208p2002/zh-wiki-punctuation-restore | 5 | 5,886 | transformers | 2023-01-31T01:08:01 | ---
tags:
- ner
- punctuation
language:
- zh
---
# zh-wiki-punctuation-restore
More Detail: https://github.com/p208p2002/ZH-Punctuation-Restore
共計支援6種標點符號: ， 、 。 ？ ！ ；
## Install
```bash
# pip install torch pytorch-lightning
pip install zhpr
```
## Usage
```python
from zhpr.predict import DocumentDataset,merge_stri... | 2,762 | [
[
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0.0239715576171875,
-0.041015625,
-0.04443359375,
-0.03616333007... |
Fredithefish/Guanaco-3B-Uncensored | 2023-08-27T21:33:10.000Z | [
"transformers",
"pytorch",
"safetensors",
"gpt_neox",
"text-generation",
"conversational",
"en",
"dataset:Fredithefish/openassistant-guanaco-unfiltered",
"license:apache-2.0",
"has_space",
"text-generation-inference",
"region:us"
] | conversational | Fredithefish | null | null | Fredithefish/Guanaco-3B-Uncensored | 1 | 5,886 | transformers | 2023-08-23T13:13:14 | ---
license: apache-2.0
datasets:
- Fredithefish/openassistant-guanaco-unfiltered
language:
- en
library_name: transformers
pipeline_tag: conversational
inference: false
---
<img src="https://huggingface.co/Fredithefish/Guanaco-3B-Uncensored/resolve/main/Guanaco-Uncensored.jpg" alt="Alt Text" width="295"/>
# ✨ Guanac... | 1,297 | [
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-0.05126953125,
0.... |
jordiclive/Llama-2-70b-oasst-1-200 | 2023-07-26T09:59:11.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"sft",
"en",
"de",
"es",
"fr",
"dataset:OpenAssistant/oasst1",
"license:apache-2.0",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | jordiclive | null | null | jordiclive/Llama-2-70b-oasst-1-200 | 2 | 5,885 | transformers | 2023-07-25T12:14:07 | ---
license: apache-2.0
language:
- en
- de
- es
- fr
tags:
- sft
inference: false
datasets:
- OpenAssistant/oasst1
---
# Open-Assistant Llama2 70B SFT OASST
This model is a fine-tuning of [Llama2 70B](https://huggingface.co/meta-llama/Llama-2-70b-hf) LLM.
It was trained on a mixture of OASST top-1 threads.
## Model... | 1,133 | [
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0.0218963623046... |
Gryphe/MythoBoros-13b | 2023-08-04T09:53:03.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"en",
"license:other",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | Gryphe | null | null | Gryphe/MythoBoros-13b | 12 | 5,882 | transformers | 2023-07-22T09:05:00 | ---
license: other
language:
- en
---
## Model details
MythoBoros-13b can be considered a sister model to [MythoLogic-13b](https://huggingface.co/Gryphe/MythoLogic-13b), sharing the same goals but having a different approach.
Whereas the previous model was a series of experimental gradient merges, this one is a simpl... | 1,256 | [
[
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0.045654296875,
-0.052764892578125,
-0.0277862548828125,
-0.037933349609375,
0.0... |
Linly-AI/Chinese-LLaMA-2-13B-hf | 2023-08-11T14:49:52.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"LLaMA2",
"Linly",
"Chinese-LLaMA2",
"zh",
"en",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | Linly-AI | null | null | Linly-AI/Chinese-LLaMA-2-13B-hf | 25 | 5,881 | transformers | 2023-07-24T14:53:43 | ---
language:
- zh
- en
tags:
- LLaMA2
- Linly
- Chinese-LLaMA2
---
# Chinese-LLaMA-2-13B
Linly-Chinese-LLaMA2 基于 LLaMA2进行中文化训练，使用课程学习方法跨语言迁移，词表针对中文重新设计，数据分布更均衡，收敛更稳定。
<p align="left">
训练细节和benchmark指标详见 💻 <a href="https://github.com/CVI-SZU/Linly" target="_blank">Github Repo</a>
</p>
```python
from transform... | 1,128 | [
[
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0.036651611328125,
-0.029144287109375,
0.0147247314453125,
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-0.038299560546875,
0.01161956787109375,
-0.0006771087646484375,
-0.04351806640625,
-0.026947021484375,
-0.049987792968... |
42dot/42dot_LLM-SFT-1.3B | 2023-10-28T04:06:18.000Z | [
"transformers",
"pytorch",
"safetensors",
"llama",
"text-generation",
"causal-lm",
"42dot_llm",
"en",
"ko",
"license:cc-by-nc-4.0",
"endpoints_compatible",
"text-generation-inference",
"region:us"
] | text-generation | 42dot | null | null | 42dot/42dot_LLM-SFT-1.3B | 13 | 5,881 | transformers | 2023-09-04T07:14:44 | ---
language:
- en
- ko
pipeline_tag: text-generation
tags:
- pytorch
- llama
- causal-lm
- 42dot_llm
license: cc-by-nc-4.0
---
# 42dot_LLM-SFT-1.3B
**42dot LLM-SFT** is a large language model (LLM) developed by [**42dot**](https://42dot.ai/) which is trained to follow natural language instructions.
42dot LLM-SFT is a... | 3,722 | [
[
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-0.084716796875,
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0.0112762451171875,
0.026824951171875,
-0.0631103515625,
-0.038177490234375,
-0.037445068359375,
... |
h2oai/h2ogpt-research-oasst1-llama-65b | 2023-07-06T03:11:31.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"gpt",
"llm",
"large language model",
"open-source",
"en",
"dataset:h2oai/openassistant_oasst1_h2ogpt_graded",
"license:other",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | h2oai | null | null | h2oai/h2ogpt-research-oasst1-llama-65b | 9 | 5,879 | transformers | 2023-05-13T18:11:13 | ---
license: other
language:
- en
library_name: transformers
inference: false
thumbnail: https://h2o.ai/etc.clientlibs/h2o/clientlibs/clientlib-site/resources/images/favicon.ico
tags:
- gpt
- llm
- large language model
- open-source
datasets:
- h2oai/openassistant_oasst1_h2ogpt_graded
---
# h2oGPT Model Card
## Summary... | 7,271 | [
[
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0.0257415771484375,
-0.032379150390625,
-0.047027587890625,
-0.050201416015625... |
Fredithefish/ReasonixPajama-3B-HF | 2023-09-01T11:01:51.000Z | [
"transformers",
"pytorch",
"safetensors",
"gpt_neox",
"text-generation",
"en",
"dataset:Fredithefish/Reasonix",
"license:apache-2.0",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | Fredithefish | null | null | Fredithefish/ReasonixPajama-3B-HF | 3 | 5,878 | transformers | 2023-06-07T17:20:44 | ---
license: apache-2.0
datasets:
- Fredithefish/Reasonix
language:
- en
library_name: transformers
inference: false
---
# ReasonixPajama | 139 | [
[
-0.041961669921875,
0.0019407272338867188,
0.0692138671875,
0.04461669921875,
-0.0253143310546875,
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0.017333984375,
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0.085693359375,
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-0.06256103515625,
0.... |
TheBloke/WizardLM-30B-Uncensored-GPTQ | 2023-09-27T12:44:21.000Z | [
"transformers",
"safetensors",
"llama",
"text-generation",
"uncensored",
"dataset:ehartford/WizardLM_alpaca_evol_instruct_70k_unfiltered",
"license:other",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | TheBloke | null | null | TheBloke/WizardLM-30B-Uncensored-GPTQ | 108 | 5,877 | transformers | 2023-05-22T12:56:35 | ---
license: other
tags:
- uncensored
datasets:
- ehartford/WizardLM_alpaca_evol_instruct_70k_unfiltered
model_name: Wizardlm 30B Uncensored
base_model: ehartford/WizardLM-30B-Uncensored
inference: false
model_creator: Eric Hartford
model_type: llama
prompt_template: '{prompt}
### Response:
'
quantized_by: TheBlo... | 15,582 | [
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0.032196044921875,
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-0.03363037109375,
-0.02130126953125,
-0.00313... |
KnutJaegersberg/deacon-3b | 2023-09-18T09:46:57.000Z | [
"transformers",
"pytorch",
"safetensors",
"llama",
"text-generation",
"custom_code",
"dataset:KnutJaegersberg/trilobite",
"license:cc-by-nc-4.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | KnutJaegersberg | null | null | KnutJaegersberg/deacon-3b | 2 | 5,875 | transformers | 2023-09-18T05:22:15 | ---
license: cc-by-nc-4.0
datasets:
- KnutJaegersberg/trilobite
---
This model was fine tuned on AI filtered subsets of GPT-4 based subset of the Dolphin dataset and EvolInstruct V2.
It has not be... | 928 | [
[
-0.051544189453125,
-0.054168701171875,
0.035400390625,
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-0.047576904296875,
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0.0177764892578125,
-0.050872802734375,
0.0103912353515625,
0.06463623046875,
-0.050994873046875,
0.004425048828125,
-0.044342041015625,
0.0... |
KoboldAI/fairseq-dense-1.3B | 2023-05-03T02:42:36.000Z | [
"transformers",
"pytorch",
"safetensors",
"xglm",
"text-generation",
"en",
"arxiv:2112.10684",
"endpoints_compatible",
"has_space",
"region:us"
] | text-generation | KoboldAI | null | null | KoboldAI/fairseq-dense-1.3B | 4 | 5,874 | transformers | 2022-03-02T23:29:04 | ---
language: en
---
This is a Hugging Face transformers-compatible conversion of the original dense 1.3B-parameter model from the paper "[Efficient Large Scale Language Modeling with Mixtures of Experts](https://arxiv.org/abs/2112.10684)" from Artetxe et al. Please refer to the original model card, which can be found ... | 408 | [
[
-0.05438232421875,
-0.063720703125,
0.01409912109375,
0.038116455078125,
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-0.01511383056640625,
-0.0229339599609375,
0.037689208984375,
0.0645751953125,
-0.0614013671875,
-0.01436614990234375,
-0.033050537109375,
-0.02... |
Corianas/Quokka_590m | 2023-07-18T06:30:53.000Z | [
"transformers",
"pytorch",
"tensorboard",
"safetensors",
"gpt2",
"text-generation",
"en",
"dataset:the_pile",
"dataset:guanaco/guanaco",
"arxiv:1910.09700",
"license:apache-2.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | Corianas | null | null | Corianas/Quokka_590m | 0 | 5,874 | transformers | 2023-04-07T04:18:55 | ---
license: apache-2.0
datasets:
- the_pile
- guanaco/guanaco
language:
- en
---
# Model Card for Cerebras 590M Dollyfied.
This is a finetuned model of Cerebras 590M model. using DataBricksLabs Dolly Framework
## Model Details
### Model Description
This is a finetuned version of cerebras' 590million paramater mod... | 4,765 | [
[
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-0.06317138671875,
0.0196075439453125,
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0.00662994384765625,
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0.0102691650390625,
0.05169677734375,
-0.043731689453125,
-0.037506103515625,
-0.046783447265625,
... |
Corianas/590m | 2023-03-31T14:50:59.000Z | [
"transformers",
"pytorch",
"tensorboard",
"safetensors",
"gpt2",
"text-generation",
"en",
"dataset:tatsu-lab/alpaca",
"arxiv:1910.09700",
"license:cc-by-nc-4.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | Corianas | null | null | Corianas/590m | 0 | 5,873 | transformers | 2023-03-29T14:38:42 | ---
license: cc-by-nc-4.0
datasets:
- tatsu-lab/alpaca
language:
- en
---
# Model Card for Model ID
This is a finetuned model of Cerebras 590M model using DataBricksLabs Dolly Framework
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
- **Developed by:** Finetuned b... | 6,956 | [
[
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0.028594970703125,
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0.011688232421875,
-0.037322998046875,
0.017486572265625,
0.037078857421875,
-0.043060302734375,
-0.040618896484375,
-0.04296875,
-0.005859375,
... |
Corianas/1.3b | 2023-06-23T22:03:50.000Z | [
"transformers",
"pytorch",
"tensorboard",
"safetensors",
"gpt2",
"text-generation",
"en",
"dataset:tatsu-lab/alpaca",
"arxiv:1910.09700",
"license:cc-by-nc-4.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | Corianas | null | null | Corianas/1.3b | 2 | 5,872 | transformers | 2023-03-29T14:28:32 | ---
license: cc-by-nc-4.0
datasets:
- tatsu-lab/alpaca
language:
- en
---
# Model Card for Cerebras 1.3b Dollyfied.
This is a finetuned model of Cerebras 1.3B model using DataBricksLabs Dolly Framework
# Example output:
Instruction: Write a love letter to Edgar Allan Poe.
Edgar Allan Poe is here again, with a brand ... | 6,520 | [
[
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0.03851318359375,
-0.04669189453125,
-0.04058837890625,
-0.047271728515625,
-... |
Fredithefish/CrimsonPajama | 2023-05-20T08:50:58.000Z | [
"transformers",
"pytorch",
"gpt_neox",
"text-generation",
"code",
"en",
"dataset:Fredithefish/GPTeacher-for-RedPajama-Chat",
"arxiv:2106.09685",
"license:apache-2.0",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | Fredithefish | null | null | Fredithefish/CrimsonPajama | 4 | 5,872 | transformers | 2023-05-18T11:22:20 | ---
license: apache-2.0
datasets:
- Fredithefish/GPTeacher-for-RedPajama-Chat
language:
- en
tags:
- code
inference: false
---
# CrimsonPajama
This model was finetuned 1 epoch on <a href="https://huggingface.co/datasets/Fredithefish/GPTeacher-for-RedPajama-Chat">the GPTeacher dataset</a> using <a href="https://arxiv.... | 3,154 | [
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-0.032958984375,
... |
rinna/bilingual-gpt-neox-4b-8k | 2023-08-14T06:40:46.000Z | [
"transformers",
"pytorch",
"safetensors",
"gpt_neox",
"text-generation",
"ja",
"en",
"dataset:mc4",
"dataset:cc100",
"dataset:wikipedia",
"dataset:EleutherAI/pile",
"dataset:togethercomputer/RedPajama-Data-1T",
"arxiv:2306.15595",
"license:mit",
"has_space",
"text-generation-inference"... | text-generation | rinna | null | null | rinna/bilingual-gpt-neox-4b-8k | 22 | 5,872 | transformers | 2023-07-31T02:34:21 | ---
thumbnail: https://github.com/rinnakk/japanese-pretrained-models/blob/master/rinna.png
license: mit
datasets:
- mc4
- cc100
- wikipedia
- EleutherAI/pile
- togethercomputer/RedPajama-Data-1T
language:
- ja
- en
inference: false
---
# bilingual-gpt-neox-4b-8k
# Overview
**Notice: This ... | 12,331 | [
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... |
Harshvir/Llama-2-7B-physics | 2023-08-17T19:51:00.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"dataset:camel-ai/physics",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | Harshvir | null | null | Harshvir/Llama-2-7B-physics | 1 | 5,871 | transformers | 2023-08-17T18:30:01 | ---
datasets:
- camel-ai/physics
---
Trained on a sample of <a href='https://huggingface.co/datasets/camel-ai/physics'>camel-ai/physics dataset</a>.
Base Model: <a href='https://huggingface.co/NousResearch/Llama-2-7b-chat-hf'>NousResearch/Llama-2-7b-chat-hf</a> | 264 | [
[
-0.014556884765625,
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0.04541015625,
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-0... |
Henk717/chronoboros-33B | 2023-07-10T20:48:47.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"license:other",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | Henk717 | null | null | Henk717/chronoboros-33B | 9 | 5,870 | transformers | 2023-07-09T21:00:09 | ---
license: other
---
This model was the result of a 50/50 average weight merge between Airoboros-33B-1.4 and Chronos-33B.
After prolonged testing we concluded that while this merge is highly flexible and capable of many different tasks, it has to much variation in how it answers to be reliable.
Because of this the m... | 604 | [
[
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Gryphe/MythoLogic-13b | 2023-08-04T09:55:45.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"en",
"license:other",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | Gryphe | null | null | Gryphe/MythoLogic-13b | 17 | 5,870 | transformers | 2023-07-12T15:28:34 | ---
license: other
language:
- en
---
**UPDATE:** There's a Llama 2 sequel now! [Check it out here!](https://huggingface.co/Gryphe/MythoLogic-L2-13b)
An experiment with gradient merges using [the following script](https://github.com/TehVenomm/LM_Transformers_BlockMerge), with [Chronos](https://huggingface.co/elinas/ch... | 1,597 | [
[
-0.0309906005859375,
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0.0526123046875,
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-0.0302581787109375,
-0.0299072265625,
-0.00741... |
KnutJaegersberg/black_goo_recipe_d | 2023-09-03T09:53:27.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"custom_code",
"license:cc-by-nc-4.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | KnutJaegersberg | null | null | KnutJaegersberg/black_goo_recipe_d | 0 | 5,869 | transformers | 2023-09-03T06:52:48 | ---
license: cc-by-nc-4.0
---
Prompt Example:
```
### System:
You are an AI assistant. User will you give you a task. Your goal is to complete the task as faithfully as you can. While performing the task think step-by-step and justify your steps.
### Instruction:
How do you fine tune a large language model?
### ... | 333 | [
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-0.004848480224609375,
0.00004607439041137695,
0.007518768310546875,
0.052001953125,
-0.07318115234375,
-0.00264739990234375,
-0.02713012... |
KnutJaegersberg/RWKV-4-PilePlus-169M-20230520-done-ctx4096 | 2023-09-05T09:59:05.000Z | [
"transformers",
"pytorch",
"rwkv",
"license:apache-2.0",
"endpoints_compatible",
"region:us"
] | null | KnutJaegersberg | null | null | KnutJaegersberg/RWKV-4-PilePlus-169M-20230520-done-ctx4096 | 0 | 5,869 | transformers | 2023-09-05T08:46:20 | ---
license: apache-2.0
---
This is just a standard conversion to hf transformers format of models from here:
https://huggingface.co/BlinkDL/rwkv-4-pileplus
According to the documentation I found, this model should have seen roundabout 2 trillion tokens! | 259 | [
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0.0379638671875,
-0.010009765625,
0.023162841796875,
0.07537841796875,
-0.05548095703125,
-0.027435302734375,
-0.00878143310546875,
-0.004... |
allenai/specter2_aug2023refresh_base | 2023-10-18T04:22:22.000Z | [
"transformers",
"pytorch",
"bert",
"feature-extraction",
"dataset:allenai/scirepeval",
"license:apache-2.0",
"endpoints_compatible",
"region:us"
] | feature-extraction | allenai | null | null | allenai/specter2_aug2023refresh_base | 0 | 5,868 | transformers | 2023-08-14T19:16:06 | ---
license: apache-2.0
datasets:
- allenai/scirepeval
---
**\*\*\*\*\*\*Update\*\*\*\*\*\***
This update introduces a new set of SPECTER2 models with the base transformer encoder pre-trained on an extended citation dataset containing more recent papers.
For benchmarking purposes please use the existing SPECTER2 [mo... | 8,548 | [
[
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KnutJaegersberg/RWKV-4-PilePlus-430M-20230520-6162-1018Gtokens-ctx4098 | 2023-09-05T09:59:27.000Z | [
"transformers",
"pytorch",
"rwkv",
"license:apache-2.0",
"endpoints_compatible",
"region:us"
] | null | KnutJaegersberg | null | null | KnutJaegersberg/RWKV-4-PilePlus-430M-20230520-6162-1018Gtokens-ctx4098 | 0 | 5,867 | transformers | 2023-09-05T08:54:51 | ---
license: apache-2.0
---
This is just a standard conversion to hf transformers format of models from here:
https://huggingface.co/BlinkDL/rwkv-4-pileplus
According to the documentation I found, this model should have seen roundabout 1.3 trillion tokens! | 259 | [
[
-0.040008544921875,
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KnutJaegersberg/black_goo_recipe_b | 2023-08-31T12:56:01.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"custom_code",
"license:cc-by-nc-4.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | KnutJaegersberg | null | null | KnutJaegersberg/black_goo_recipe_b | 0 | 5,864 | transformers | 2023-08-31T10:00:17 | ---
license: cc-by-nc-4.0
---
Prompt Example:
```
### System:
You are an AI assistant. User will you give you a task. Your goal is to complete the task as faithfully as you can. While performing the task think step-by-step and justify your steps.
### Instruction:
How do you fine tune a large language model?
... | 2,703 | [
[
-0.04241943359375,
-0.08526611328125,
0.02490234375,
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-0.046783447265625,
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-0.0152130126953125,
0.04937744140625,
-0.04315185546875,
-0.01406097412109375,
-0.0295867919921875... |
KnutJaegersberg/black_goo_recipe_c | 2023-09-03T06:52:02.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"custom_code",
"license:cc-by-nc-4.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | KnutJaegersberg | null | null | KnutJaegersberg/black_goo_recipe_c | 0 | 5,864 | transformers | 2023-09-01T06:35:49 | ---
license: cc-by-nc-4.0
---
Prompt Example:
```
### System:
You are an AI assistant. User will you give you a task. Your goal is to complete the task as faithfully as you can. While performing the task think step-by-step and justify your steps.
### Instruction:
How do you fine tune a large language model?
### ... | 2,698 | [
[
-0.04241943359375,
-0.08526611328125,
0.0249176025390625,
-0.00926971435546875,
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-0.046783447265625,
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0.04937744140625,
-0.04315185546875,
-0.014068603515625,
-0.02961730957031... |
Fredithefish/ScarletPajama-3B-HF | 2023-06-11T06:34:37.000Z | [
"transformers",
"pytorch",
"gpt_neox",
"text-generation",
"license:apache-2.0",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | Fredithefish | null | null | Fredithefish/ScarletPajama-3B-HF | 9 | 5,863 | transformers | 2023-05-22T22:55:30 | ---
license: apache-2.0
inference: false
---
# ScarletPajama
Introducing ScarletPajama: a language model that has been finetuned on the ShareGPT dataset. Built upon the robust RedPajama-INCITE-Chat-3b architecture. <br>
The original ShareGPT dataset consisted of 53k pairs of conversational exchanges. In order to opti... | 833 | [
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NewstaR/Starlight-13B | 2023-09-16T00:26:36.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"llama2",
"en",
"dataset:FinchResearch/AboveTheClouds",
"endpoints_compatible",
"text-generation-inference",
"region:us"
] | text-generation | NewstaR | null | null | NewstaR/Starlight-13B | 0 | 5,863 | transformers | 2023-09-11T22:17:57 | ---
language:
- en
datasets:
- FinchResearch/AboveTheClouds
tags:
- llama
- llama2
---
# Starlight (13B)
| Model | Average ⬆️ | ARC | HellaSwag | MMLU | TruthfulQA |
|----------------------|------------|-------|-----------|-------|------------|
| NewstaR/Starlight-13B| 58.63 | 59.3 | 82.15 ... | 1,418 | [
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Writer/InstructPalmyra-20b | 2023-08-31T17:01:39.000Z | [
"transformers",
"pytorch",
"gpt2",
"text-generation",
"InstructGPT",
"hf",
"palmyra",
"en",
"dataset:Writer/palmyra-data-index",
"license:apache-2.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | Writer | null | null | Writer/InstructPalmyra-20b | 36 | 5,862 | transformers | 2023-04-28T15:52:03 | ---
license: apache-2.0
language:
- en
tags:
- InstructGPT
- hf
- palmyra
datasets:
- Writer/palmyra-data-index
---
# InstructPalmyra-20b
- **Developed by:** [https://writer.com/](https://writer.com/);
- **Model type:** Causal decoder-only;
- **Language(s) (NLP):** English;
- **License:** Apache 2.0;
- **Finetuned ... | 5,524 | [
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uukuguy/speechless-llama2-hermes-orca-platypus-13b | 2023-09-01T22:17:02.000Z | [
"transformers",
"safetensors",
"llama",
"text-generation",
"facebook",
"meta",
"pytorch",
"llama-2",
"en",
"dataset:garage-bAInd/Open-Platypus",
"arxiv:2307.09288",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | uukuguy | null | null | uukuguy/speechless-llama2-hermes-orca-platypus-13b | 1 | 5,862 | transformers | 2023-09-01T17:04:50 | ---
extra_gated_heading: Access Llama 2 on Hugging Face
extra_gated_description: >-
This is a form to enable access to Llama 2 on Hugging Face after you have been
granted access from Meta. Please visit the [Meta website](https://ai.meta.com/resources/models-and-libraries/llama-downloads) and accept our
license te... | 10,753 | [
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0.021820068359375,
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0.0081... |
KnutJaegersberg/deacon-13b | 2023-09-26T06:29:35.000Z | [
"transformers",
"safetensors",
"llama",
"text-generation",
"custom_code",
"dataset:KnutJaegersberg/facehugger",
"license:cc-by-nc-4.0",
"endpoints_compatible",
"text-generation-inference",
"region:us"
] | text-generation | KnutJaegersberg | null | null | KnutJaegersberg/deacon-13b | 1 | 5,862 | transformers | 2023-09-20T06:35:12 | ---
license: cc-by-nc-4.0
datasets:
- KnutJaegersberg/facehugger
---
This model was fine tuned on AI filtered subsets of GPT-4 based subset of the Dolphin dataset and EvolInstruct V2.
It has not bee... | 927 | [
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Dampish/Dante-2.8B | 2023-09-26T21:26:06.000Z | [
"transformers",
"pytorch",
"gpt_neox",
"text-generation",
"license:cc-by-nc-4.0",
"endpoints_compatible",
"text-generation-inference",
"region:us"
] | text-generation | Dampish | null | null | Dampish/Dante-2.8B | 0 | 5,861 | transformers | 2023-05-09T20:06:41 | ---
license: cc-by-nc-4.0
---
<h1>DANTE</h1>
Model trained on 1.2Million instruction, its similar to alpacas but in my humble opinion better, it should be possible to quantize which would shrink this to about 1.7-2GB.
This model was pushed down to 0.45 training loss and 0.77 validation loss... | 2,306 | [
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-... |
KnutJaegersberg/openllama_3b_EvolInstruct_lora_merged | 2023-07-23T17:13:23.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"license:cc-by-4.0",
"endpoints_compatible",
"text-generation-inference",
"region:us"
] | text-generation | KnutJaegersberg | null | null | KnutJaegersberg/openllama_3b_EvolInstruct_lora_merged | 0 | 5,861 | transformers | 2023-07-22T07:55:45 | ---
license: cc-by-4.0
---
Prompt: "Below is an instruction that describes a task. Write a response that appropriately completes the request. \n\n### Instruction:\n INSTRUCTION. \n### Response:\n" | 196 | [
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quantumaikr/llama-2-70b-fb16-guanaco-1k | 2023-08-06T20:35:45.000Z | [
"transformers",
"safetensors",
"llama",
"text-generation",
"en",
"license:cc-by-nc-4.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | quantumaikr | null | null | quantumaikr/llama-2-70b-fb16-guanaco-1k | 1 | 5,861 | transformers | 2023-08-06T19:54:02 | ---
license: cc-by-nc-4.0
language:
- en
pipeline_tag: text-generation
---
# quantumaikr/llama-2-70b-fb16-guanaco-1k
## Model Description
`quantumaikr/llama-2-70b-fb16-guanaco-1k` is a Llama2 70B model finetuned on an guanaco, mlabonne/guanaco-llama2-1k Dataset
## Usage
Start chatting with `quantumaikr/llama-2-70b-... | 2,005 | [
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Corianas/gpt-j-6B-Dolly | 2023-03-29T09:27:20.000Z | [
"transformers",
"pytorch",
"gptj",
"text-generation",
"endpoints_compatible",
"has_space",
"region:us"
] | text-generation | Corianas | null | null | Corianas/gpt-j-6B-Dolly | 1 | 5,860 | transformers | 2023-03-28T13:41:36 | G.A.R.Y. (Guided Artificially Resourceful Yes-man)
A clone of Dolly (https://github.com/databrickslabs/dolly)
Trained on 8xa100s over the course of 45 minutes. (total time less than 3 hours with false starts and getting less optimal results while learning how best to proceed.)
---
license: cc-by-nc-2.0
---
| 311 | [
[
-0.0186309814453125,
-0.0567626953125,
0.0301971435546875,
0.0098724365234375,
-0.0198822021484375,
0.0213775634765625,
0.0362548828125,
-0.0186614990234375,
0.03924560546875,
0.0347900390625,
-0.068115234375,
-0.0018415451049804688,
-0.028656005859375,
0.00... |
stablediffusionapi/meinaalter | 2023-04-30T11:56:06.000Z | [
"diffusers",
"stablediffusionapi.com",
"stable-diffusion-api",
"text-to-image",
"ultra-realistic",
"license:creativeml-openrail-m",
"endpoints_compatible",
"has_space",
"diffusers:StableDiffusionPipeline",
"region:us"
] | text-to-image | stablediffusionapi | null | null | stablediffusionapi/meinaalter | 1 | 5,859 | diffusers | 2023-04-30T11:55:30 | ---
license: creativeml-openrail-m
tags:
- stablediffusionapi.com
- stable-diffusion-api
- text-to-image
- ultra-realistic
pinned: true
---
# MeinaAlter API Inference
## Get API K... | 2,404 | [
[
-0.0401611328125,
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0.021484375,
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0.0186767578125,
-0.030364990234375,
0.03570556640625,
0.0440673828125,
-0.0660400390625,
-0.07159423828125,
-0.029022216796875,
-0.00717163085937... |
Corianas/Quokka_256m | 2023-07-22T06:24:50.000Z | [
"transformers",
"pytorch",
"tensorboard",
"safetensors",
"gpt2",
"text-generation",
"en",
"dataset:guanaco/guanaco",
"arxiv:1910.09700",
"license:apache-2.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | Corianas | null | null | Corianas/Quokka_256m | 1 | 5,858 | transformers | 2023-04-04T12:12:08 | ---
license: apache-2.0
datasets:
- guanaco/guanaco
language:
- en
---
---
# Model Card for Model ID
This is a finetuned model of Cerebras 256M model using DataBricksLabs Dolly Framework
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
- **Developed by:** Finetuned ... | 4,831 | [
[
-0.041961669921875,
-0.05975341796875,
0.032562255859375,
0.010467529296875,
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-0.0220947265625,
0.00908660888671875,
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0.0097198486328125,
0.04547119140625,
-0.05035400390625,
-0.044036865234375,
-0.046417236328125,
-0.0... |
IDEA-CCNL/Ziya-LLaMA-13B-Pretrain-v1 | 2023-06-21T09:01:46.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"en",
"zh",
"arxiv:2210.08590",
"license:gpl-3.0",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | IDEA-CCNL | null | null | IDEA-CCNL/Ziya-LLaMA-13B-Pretrain-v1 | 20 | 5,856 | transformers | 2023-06-01T02:43:52 | ---
license: gpl-3.0
language:
- en
- zh
inference: false
---
# Ziya-LLaMA-13B-Pretrain-v1
- Main Page:[Fengshenbang](https://fengshenbang-lm.com/)
- Github: [Fengshenbang-LM](https://github.com/IDEA-CCNL/Fengshenbang-LM)
（LLaMA权重的许可证限制，我们无法直接发布完整的模型权重，用户需要参考[使用说明](#-使用-usage-)进行合并)
# 姜子牙系列模型
- [Ziya-LLaMA-13B-v... | 10,733 | [
[
-0.040679931640625,
-0.03546142578125,
0.006984710693359375,
0.037750244140625,
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0.03875732421875,
0.0030384063720703125,
-0.05950927734375,
-0.0377197265625,
-0.047271728515625,
... |
Corianas/Quokka_1.3b | 2023-05-15T13:59:22.000Z | [
"transformers",
"pytorch",
"tensorboard",
"safetensors",
"gpt2",
"text-generation",
"en",
"dataset:the_pile",
"dataset:guanaco/guanaco",
"arxiv:1910.09700",
"license:apache-2.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | Corianas | null | null | Corianas/Quokka_1.3b | 0 | 5,855 | transformers | 2023-04-07T02:34:19 | ---
license: apache-2.0
datasets:
- the_pile
- guanaco/guanaco
language:
- en
---
# Model Card for Cerebras 1.3b Dollyfied.
This is a finetuned model of Cerebras 1.3b model. using DataBricksLabs Dolly Framework
## Model Details
### Model Description
This is a finetuned version of cerebras' 1.3Billion paramater mod... | 2,210 | [
[
-0.025360107421875,
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0.011962890625,
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0.01108551025390625,
-0.0197601318359375,
0.01398468017578125,
0.06243896484375,
-0.0487060546875,
-0.0308074951171875,
-0.038421630859375,
-0.0... |
bofenghuang/vigogne-2-13b-instruct | 2023-08-01T16:49:35.000Z | [
"transformers",
"pytorch",
"safetensors",
"llama",
"text-generation",
"LLM",
"llama-2",
"fr",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | bofenghuang | null | null | bofenghuang/vigogne-2-13b-instruct | 12 | 5,855 | transformers | 2023-07-26T13:38:14 | ---
language:
- fr
pipeline_tag: text-generation
library_name: transformers
inference: false
tags:
- LLM
- llama
- llama-2
---
<p align="center" width="100%">
<img src="https://huggingface.co/bofenghuang/vigogne-2-13b-instruct/resolve/main/vigogne_logo.png" alt="Vigogne" style="width: 40%; min-width: 300px; display: b... | 2,483 | [
[
-0.0204925537109375,
-0.055511474609375,
0.024932861328125,
0.0250701904296875,
-0.0168304443359375,
-0.00698089599609375,
-0.0038013458251953125,
-0.03680419921875,
-0.000024139881134033203,
0.0161895751953125,
-0.05767822265625,
-0.04248046875,
-0.050170898437... |
ehartford/WizardLM-13B-Uncensored | 2023-05-12T23:08:43.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"uncensored",
"dataset:ehartford/WizardLM_alpaca_evol_instruct_70k_unfiltered",
"license:other",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | ehartford | null | null | ehartford/WizardLM-13B-Uncensored | 439 | 5,854 | transformers | 2023-05-09T18:56:32 | ---
license: other
datasets:
- ehartford/WizardLM_alpaca_evol_instruct_70k_unfiltered
tags:
- uncensored
---
This is WizardLM trained with a subset of the dataset - responses that contained alignment / moralizing were removed. The intent is to train a WizardLM that doesn't have alignment built-in, so that alignment (o... | 933 | [
[
-0.0215606689453125,
-0.0498046875,
0.00110626220703125,
-0.00726318359375,
-0.0308990478515625,
-0.0262603759765625,
0.020904541015625,
-0.023223876953125,
0.0021228790283203125,
0.0791015625,
-0.053741455078125,
-0.03564453125,
-0.035247802734375,
-0.00167... |
jondurbin/airoboros-65b-gpt4-m2.0 | 2023-08-14T10:11:57.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"dataset:jondurbin/airoboros-gpt4-m2.0",
"license:cc-by-nc-4.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | jondurbin | null | null | jondurbin/airoboros-65b-gpt4-m2.0 | 0 | 5,854 | transformers | 2023-07-30T09:40:06 | ---
license: cc-by-nc-4.0
datasets:
- jondurbin/airoboros-gpt4-m2.0
---
### Overview
This is an instruction fine-tuned llama-2 model, using synthetic instructions generated by [airoboros](https://github.com/jondurbin/airoboros)
- The 2.0 series are generated exclusively from 0614 version of gpt-4, as mechanism to co... | 17,513 | [
[
-0.023101806640625,
-0.06829833984375,
0.039093017578125,
0.019134521484375,
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-0.0100250244140625,
-0.02679443359375,
0.01172637939453125,
0.032928466796875,
-0.05194091796875,
-0.042083740234375,
-0.031890869140625,
0.... |
timm/convnextv2_tiny.fcmae_ft_in22k_in1k | 2023-03-31T23:41:08.000Z | [
"timm",
"pytorch",
"safetensors",
"image-classification",
"dataset:imagenet-1k",
"arxiv:2301.00808",
"license:cc-by-nc-4.0",
"region:us"
] | image-classification | timm | null | null | timm/convnextv2_tiny.fcmae_ft_in22k_in1k | 0 | 5,852 | timm | 2023-01-05T01:56:47 | ---
tags:
- image-classification
- timm
library_tag: timm
license: cc-by-nc-4.0
datasets:
- imagenet-1k
- imagenet-1k
---
# Model card for convnextv2_tiny.fcmae_ft_in22k_in1k
A ConvNeXt-V2 image classification model. Pretrained with a fully convolutional masked autoencoder framework (FCMAE) and fine-tuned on ImageNet-... | 15,833 | [
[
-0.0682373046875,
-0.03057861328125,
-0.00530242919921875,
0.036407470703125,
-0.0313720703125,
-0.01555633544921875,
-0.012664794921875,
-0.035308837890625,
0.0643310546875,
0.017242431640625,
-0.045013427734375,
-0.038665771484375,
-0.05267333984375,
-0.00... |
Gryphe/MythoLogic-L2-13b | 2023-08-04T10:12:47.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"en",
"license:other",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | Gryphe | null | null | Gryphe/MythoLogic-L2-13b | 15 | 5,852 | transformers | 2023-08-03T13:58:25 | ---
license: other
language:
- en
---
The Llama 2 sequel to my [original experiment](https://huggingface.co/Gryphe/MythoLogic-13b) with gradient merges using [the following script](https://github.com/Gryphe/BlockMerge_Gradient). Its three models ([Hermes](https://huggingface.co/NousResearch/Nous-Hermes-Llama2-13b), [Ch... | 1,666 | [
[
-0.026763916015625,
-0.04742431640625,
0.024932861328125,
0.0193023681640625,
-0.027313232421875,
0.00205230712890625,
0.008819580078125,
-0.047332763671875,
0.0289459228515625,
0.047149658203125,
-0.055908203125,
-0.0266265869140625,
-0.035858154296875,
-0.... |
TigerResearch/tigerbot-7b-base | 2023-09-20T06:16:15.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"license:apache-2.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | TigerResearch | null | null | TigerResearch/tigerbot-7b-base | 0 | 5,851 | transformers | 2023-08-19T06:21:50 | ---
license: apache-2.0
---
<div style="width: 100%;">
<p align="center" width="20%">
<img src="http://x-pai.algolet.com/bot/img/logo_core.png" alt="TigerBot" width="20%", style="display: block; margin: auto;"></img>
</p>
</div>
<p align="center">
<font face="黑体" size=5"> A cutting-edge foundation for you... | 2,147 | [
[
-0.03533935546875,
-0.039398193359375,
0.02337646484375,
0.017608642578125,
-0.02874755859375,
0.00543975830078125,
-0.0005817413330078125,
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0.039947509765625,
0.0260772705078125,
-0.058013916015625,
-0.0306854248046875,
-0.0217132568359375,
... |
TheBloke/WizardCoder-Python-13B-V1.0-GPTQ | 2023-09-27T12:46:30.000Z | [
"transformers",
"safetensors",
"llama",
"text-generation",
"code",
"arxiv:2304.12244",
"arxiv:2306.08568",
"arxiv:2308.09583",
"arxiv:2303.08774",
"license:llama2",
"model-index",
"text-generation-inference",
"region:us"
] | text-generation | TheBloke | null | null | TheBloke/WizardCoder-Python-13B-V1.0-GPTQ | 69 | 5,851 | transformers | 2023-08-27T17:40:25 | ---
license: llama2
library_name: transformers
tags:
- code
metrics:
- code_eval
base_model: WizardLM/WizardCoder-Python-13B-V1.0
inference: false
model_creator: WizardLM
model_type: llama
prompt_template: 'Below is an instruction that describes a task. Write a response
that appropriately completes the request.
#... | 24,377 | [
[
-0.03631591796875,
-0.0565185546875,
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0.0126190185546875,
-0.01013946533203125,
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0.0020351409912109375,
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0.005725860595703125,
0.0274810791015625,
-0.035614013671875,
-0.035491943359375,
-0.0345764160... |
IGeniusDev/llama13B-quant8-testv1-openorca-customdataset | 2023-08-25T12:10:08.000Z | [
"transformers",
"safetensors",
"llama",
"text-generation",
"en",
"dataset:Open-Orca/OpenOrca",
"dataset:customdataset-soon-available",
"license:llama2",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | IGeniusDev | null | null | IGeniusDev/llama13B-quant8-testv1-openorca-customdataset | 0 | 5,850 | transformers | 2023-08-25T10:02:45 | ---
language:
- en
datasets:
- Open-Orca/OpenOrca
- customdataset-soon-available
library_name: transformers
pipeline_tag: text-generation
license: llama2
---
# IgeniusDev-LLama2-13B
this is a test model. Will be deleted soon!
| 228 | [
[
-0.043121337890625,
-0.03717041015625,
0.0168914794921875,
0.05364990234375,
-0.04522705078125,
0.0223541259765625,
0.029937744140625,
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0.006275177001953125,
0.042205810546875,
-0.062744140625,
-0.0225372314453125,
-0.041839599609375,
0.0... |
PocketDoc/Dans-RetroRodeo-13b | 2023-10-07T20:29:19.000Z | [
"transformers",
"pytorch",
"safetensors",
"llama",
"text-generation",
"en",
"dataset:PocketDoc/Floyd-Text-Adventures",
"dataset:PocketDoc/Choose-Your-Story-Long-Text-Adventures",
"endpoints_compatible",
"text-generation-inference",
"region:us"
] | text-generation | PocketDoc | null | null | PocketDoc/Dans-RetroRodeo-13b | 2 | 5,849 | transformers | 2023-09-19T21:17:44 | ---
language:
- en
datasets:
- PocketDoc/Floyd-Text-Adventures
- PocketDoc/Choose-Your-Story-Long-Text-Adventures
---
# What is the model for?
This model is proficient in crafting text-based adventure games. It can both concise replies and more expansive, novel-like descriptions. The ability to alternate between these ... | 9,713 | [
[
-0.04705810546875,
-0.0601806640625,
0.05078125,
0.0037822723388671875,
-0.02392578125,
0.0086669921875,
0.021453857421875,
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0.0543212890625,
0.048187255859375,
-0.0760498046875,
-0.03076171875,
-0.055328369140625,
-0.007144927978515625,
... |
GOAT-AI/GOAT-7B-Community | 2023-07-26T06:50:28.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"facebook",
"meta",
"llama-2",
"license:llama2",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | GOAT-AI | null | null | GOAT-AI/GOAT-7B-Community | 34 | 5,848 | transformers | 2023-07-24T11:37:02 | ---
license: llama2
model_type: llama
tags:
- facebook
- meta
- pytorch
- llama
- llama-2
---
# GOAT-7B-Community model
GOAT-7B-Community model is supervised finetuned (SFT) version of LLaMA 2 developed by GOA... | 2,494 | [
[
-0.03216552734375,
-0.07220458984375,
0.006412506103515625,
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-0.01529693603515625,
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0.036163330078125,
0.040252685546875,
-0.038726806640625,
-0.042022705078125,
-0.05450439453125,
... |
pankajmathur/model_007_preview | 2023-08-25T23:49:50.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"en",
"dataset:garage-bAInd/Open-Platypus",
"dataset:tatsu-lab/alpaca",
"dataset:ehartford/dolphin",
"dataset:WizardLM/WizardLM_evol_instruct_70k",
"dataset:databricks/databricks-dolly-15k",
"dataset:psmathur/orca_mini_v1_dataset",
"datase... | text-generation | pankajmathur | null | null | pankajmathur/model_007_preview | 1 | 5,847 | transformers | 2023-08-10T06:28:09 | ---
language:
- en
library_name: transformers
license: llama2
datasets:
- garage-bAInd/Open-Platypus
- tatsu-lab/alpaca
- ehartford/dolphin
- WizardLM/WizardLM_evol_instruct_70k
- databricks/databricks-dolly-15k
- psmathur/orca_mini_v1_dataset
- psmathur/WizardLM_Orca
- psmathur/alpaca_orca
- psmathur/dolly-v2_orca
---... | 5,763 | [
[
-0.0227813720703125,
-0.062225341796875,
0.01419830322265625,
0.01105499267578125,
-0.0224609375,
0.006351470947265625,
-0.001667022705078125,
-0.031951904296875,
0.0196380615234375,
0.0214385986328125,
-0.057769775390625,
-0.040985107421875,
-0.0394287109375,
... |
garage-bAInd/GPlatty-30B | 2023-07-25T19:07:41.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"en",
"license:other",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | garage-bAInd | null | null | garage-bAInd/GPlatty-30B | 18 | 5,846 | transformers | 2023-06-28T06:03:59 | ---
language:
- en
tags:
- llama
license: other
metrics:
- MMLU
- ARC
- HellaSwag
- TruthfulQA
---
# Information
GPlatty-30B is a merge of [garage-bAInd/Platypus-30B](https://huggingface.co/lilloukas/Platypus-30B) and [chansung/gpt4-alpaca-lora-30b](https://huggingface.co/chansung/gpt4-alpaca-lora-30b)
| Metric ... | 3,827 | [
[
-0.02496337890625,
-0.065185546875,
0.0279083251953125,
0.03143310546875,
-0.0195770263671875,
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0.00992584228515625,
0.0180511474609375,
-0.03729248046875,
-0.03729248046875,
-0.05133056640625,
0.... |
MayaPH/opt-flan-iml-6.7b | 2023-08-16T13:13:47.000Z | [
"transformers",
"pytorch",
"safetensors",
"opt",
"text-generation",
"cot",
"instruction",
"dataset:SirNeural/flan_v2",
"arxiv:2212.12017",
"license:cc-by-sa-4.0",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | MayaPH | null | null | MayaPH/opt-flan-iml-6.7b | 1 | 5,846 | transformers | 2023-08-15T17:00:13 | ---
datasets:
- SirNeural/flan_v2
license: cc-by-sa-4.0
inference: false
tags:
- cot
- instruction
---
# OPT-FLAN-IML-6.7B
Released August 16, 2023
This model is patterned after the methodology presented in the original [OPT-IML (OPT + Instruction Meta-Learning)](https://arxiv.org/abs/2212.12017) paper, made availabl... | 2,441 | [
[
-0.0302886962890625,
-0.057220458984375,
-0.00933837890625,
0.01776123046875,
-0.0108642578125,
-0.02423095703125,
-0.01500701904296875,
-0.04046630859375,
0.0058746337890625,
0.036285400390625,
-0.0467529296875,
-0.018035888671875,
-0.031158447265625,
0.013... |
PocketDoc/Dans-CreepingSenseOfDoom-13b | 2023-08-25T15:58:49.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"en",
"endpoints_compatible",
"text-generation-inference",
"region:us"
] | text-generation | PocketDoc | null | null | PocketDoc/Dans-CreepingSenseOfDoom-13b | 3 | 5,846 | transformers | 2023-08-25T14:31:28 | ---
language:
- en
---
### What is the model for?
This model is proficient in crafting text-based adventure games. It can both concise replies and more expansive, novel-like descriptions. The ability to alternate between these two response styles can be triggered by a distinct system message.
### What's in the sausage... | 3,092 | [
[
-0.028167724609375,
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0.012847900390625,
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0.0531005859375,
-0.060699462890625,
-0.03509521484375,
-0.016754150390625,
0.0... |
Undi95/ReMM-SLERP-L2-13B | 2023-09-09T21:12:46.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"license:cc-by-nc-4.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | Undi95 | null | null | Undi95/ReMM-SLERP-L2-13B | 9 | 5,846 | transformers | 2023-09-04T17:37:26 | ---
license: cc-by-nc-4.0
---
Re:MythoMax (ReMM) is a recreation trial of the original [MythoMax-L2-B13](https://huggingface.co/Gryphe/MythoMax-L2-13b) with updated models.
This merge use SLERP [TESTING] to merge ReML and Huginn v1.2.
Command useds and explaination :
```shell
Due to hardware limitation, some merge wa... | 2,197 | [
[
-0.03289794921875,
-0.03887939453125,
0.036163330078125,
-0.0045166015625,
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0.0012426376342773438,
0.007152557373046875,
-0.035675048828125,
0.055328369140625,
0.05401611328125,
-0.06011962890625,
-0.0214996337890625,
-0.032623291015625,
... |
Fredithefish/RedPajama-INCITE-Chat-3B-ShareGPT-11K | 2023-06-06T16:36:59.000Z | [
"transformers",
"pytorch",
"gpt_neox",
"text-generation",
"en",
"dataset:Fredithefish/ShareGPT-Unfiltered-RedPajama-Chat-format",
"license:apache-2.0",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | Fredithefish | null | null | Fredithefish/RedPajama-INCITE-Chat-3B-ShareGPT-11K | 2 | 5,842 | transformers | 2023-06-06T16:24:52 | ---
license: apache-2.0
datasets:
- Fredithefish/ShareGPT-Unfiltered-RedPajama-Chat-format
language:
- en
inference: false
---
### Model Description
<a href="https://huggingface.co/togethercomputer/RedPajama-INCITE-Chat-3B-v1">RedPajama-INCITE-Chat-3B-v1</a> finetuned on 11K pairs from unfiltered ShareGPT dataset
... | 464 | [
[
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-0.0231475830078125,
-0.0430908203125,
0.032623291015625,
0.0516357421875,
-0.06597900390625,
-0.036407470703125,
-0.06048583984375,
-0.001652... |
KnutJaegersberg/black_goo_recipe_a | 2023-08-31T04:46:17.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"custom_code",
"license:cc-by-nc-4.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | KnutJaegersberg | null | null | KnutJaegersberg/black_goo_recipe_a | 0 | 5,842 | transformers | 2023-08-30T21:50:21 | ---
license: cc-by-nc-4.0
---
Prompt template
```
### Instruction:
What is the difference between operant and classical conditioning?
### Response:
Classical conditioning is a learning process that occurs when an organism is exposed to a stimulus that elicits a response. This response is referred to as a condit... | 1,917 | [
[
-0.0233612060546875,
-0.07623291015625,
0.0201873779296875,
0.0020084381103515625,
-0.0157470703125,
0.01126861572265625,
-0.0302581787109375,
-0.0145416259765625,
-0.002048492431640625,
0.0244598388671875,
-0.0294647216796875,
0.0211944580078125,
-0.00772857666... |
Corianas/Quokka_2.7b | 2023-06-02T08:03:29.000Z | [
"transformers",
"pytorch",
"tensorboard",
"safetensors",
"gpt2",
"text-generation",
"en",
"dataset:the_pile",
"dataset:guanaco/guanaco",
"arxiv:1910.09700",
"license:apache-2.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | Corianas | null | null | Corianas/Quokka_2.7b | 0 | 5,841 | transformers | 2023-03-30T13:12:28 | ---
license: apache-2.0
datasets:
- the_pile
- guanaco/guanaco
language:
- en
---
# Model Card for Cerebras 2.7b Dollyfied.
This is a finetuned model of Cerebras 2.7b model. using DataBricksLabs Dolly Framework
## Model Details
### Model Description
This is a finetuned version of cerebras' 2.7Billion paramater mod... | 4,764 | [
[
-0.036773681640625,
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0.0051422119140625,
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0.00624847412109375,
0.0498046875,
-0.04437255859375,
-0.036224365234375,
-0.047149658203125,
-0.0207... |
Locutusque/gpt2-conversational-or-qa | 2023-09-26T02:22:34.000Z | [
"transformers",
"pytorch",
"safetensors",
"gpt2",
"text-generation",
"conversational",
"en",
"dataset:Locutusque/ColumnedChatCombined",
"doi:10.57967/hf/1214",
"license:openrail",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | conversational | Locutusque | null | null | Locutusque/gpt2-conversational-or-qa | 1 | 5,841 | transformers | 2023-04-28T00:56:44 | ---
license: openrail
datasets:
- Locutusque/ColumnedChatCombined
language:
- en
metrics:
- bleu
- perplexity
- loss
- reward
- penalty
widget:
- text: '<|USER|> Hello! <|ASSISTANT|> '
pipeline_tag: conversational
---
# Model Card
* this model is deprecated please see https://huggingface.co/Locutusque/gpt2-conversation... | 10,249 | [
[
-0.0178985595703125,
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-0.0166778564453125,
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0.027587890625,
-0.02252197265625,
-0.032440185546875,
-0.0595703125,
-... |
jondurbin/airoboros-65b-gpt4-1.3 | 2023-06-22T14:58:39.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"dataset:jondurbin/airoboros-gpt4-1.3",
"license:cc-by-nc-4.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | jondurbin | null | null | jondurbin/airoboros-65b-gpt4-1.3 | 1 | 5,840 | transformers | 2023-06-20T07:09:33 | ---
license: cc-by-nc-4.0
datasets:
- jondurbin/airoboros-gpt4-1.3
---
__This version has problems, use if you dare, or wait for 1.4.__
### Overview
This is a qlora fine-tuned 65b parameter LlaMa model, using completely synthetic training data created gpt4 via https://github.com/jondurbin/airoboros
This is mostly a... | 4,139 | [
[
-0.01763916015625,
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0.02130126953125,
-0.0408935546875,
-0.038299560546875,
-0.0303955078125,
-0.000594615... |
Mikivis/gpt2-large-lora-sft1 | 2023-09-10T02:28:25.000Z | [
"transformers",
"pytorch",
"safetensors",
"gpt2",
"text-generation",
"generated_from_trainer",
"dataset:customized",
"endpoints_compatible",
"text-generation-inference",
"region:us"
] | text-generation | Mikivis | null | null | Mikivis/gpt2-large-lora-sft1 | 0 | 5,840 | transformers | 2023-09-06T11:16:28 | ---
base_model: /data1/sunhaoyu/pretrained-models/gpt2-large-lora-sft
tags:
- generated_from_trainer
datasets:
- customized
model-index:
- name: gpt2-large-lora-sft1
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proof... | 1,287 | [
[
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-0.029937744140625,
0.0198974609375,
0.0288238525390625,
-0.04510498046875,
-0.0255584716796875,
-0.05377197265625,
-0.0... |
Yntec/NaughtyChildren | 2023-09-26T08:45:33.000Z | [
"diffusers",
"Children Books",
"Photorealistic",
"Highly Detailed",
"AreThoseLevel4Plates",
"Zovya",
"stable-diffusion",
"stable-diffusion-diffusers",
"text-to-image",
"license:creativeml-openrail-m",
"endpoints_compatible",
"has_space",
"diffusers:StableDiffusionPipeline",
"region:us"
] | text-to-image | Yntec | null | null | Yntec/NaughtyChildren | 0 | 5,840 | diffusers | 2023-09-26T05:48:03 | ---
license: creativeml-openrail-m
library_name: diffusers
pipeline_tag: text-to-image
tags:
- Children Books
- Photorealistic
- Highly Detailed
- AreThoseLevel4Plates
- Zovya
- stable-diffusion
- stable-diffusion-diffusers
- diffusers
- text-to-image
---
# NaughtyChildren
A mix of EdgeOfRealism by AreThoseLevel4... | 1,355 | [
[
-0.036041259765625,
-0.0340576171875,
0.01085662841796875,
0.0237579345703125,
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0.028717041015625,
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0.037872314453125,
0.03857421875,
-0.08807373046875,
-0.0304107666015625,
-0.02728271484375,
-0.0... |
quantumaikr/llama-2-70B-instruct | 2023-09-03T05:44:08.000Z | [
"transformers",
"safetensors",
"llama",
"text-generation",
"en",
"license:cc-by-nc-4.0",
"endpoints_compatible",
"text-generation-inference",
"region:us"
] | text-generation | quantumaikr | null | null | quantumaikr/llama-2-70B-instruct | 0 | 5,839 | transformers | 2023-09-03T02:52:14 | ---
license: cc-by-nc-4.0
language:
- en
pipeline_tag: text-generation
---
# quantumaikr/quantumairk-llama-2-70B-instruct
## Model Description
`quantumaikr/quantumairk-llama-2-70B-instruct` is a Llama2 70B model(garage-bAInd/Platypus2-70B-instruct) finetuned on some Dataset
## Usage
Start chatting with `quantumaikr... | 2,032 | [
[
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0.027862548828125,
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... |
GeorgiaTechResearchInstitute/galactica-6.7b-evol-instruct-70k | 2023-06-17T00:57:35.000Z | [
"transformers",
"pytorch",
"opt",
"text-generation",
"galactica",
"wizardlm",
"alpaca",
"dataset:victor123/evol_instruct_70k",
"arxiv:2304.12244",
"license:cc-by-nc-4.0",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | GeorgiaTechResearchInstitute | null | null | GeorgiaTechResearchInstitute/galactica-6.7b-evol-instruct-70k | 16 | 5,836 | transformers | 2023-05-04T20:52:23 | ---
license: cc-by-nc-4.0
datasets:
- victor123/evol_instruct_70k
library_name: transformers
pipeline_tag: text-generation
tags:
- galactica
- wizardlm
- alpaca
- opt
inference: false
---
# GALACTICA 6.7B Evol-Instruct
GALACTICA 6.7B fine-tuned on the Evol-Instruct 70k dataset.
The model card from the original Galac... | 6,410 | [
[
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0.033447265625,
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-0.032928466796875,
-0.02508544921875,
0.00771331... |
cross-encoder/ms-marco-electra-base | 2021-08-05T08:40:12.000Z | [
"transformers",
"pytorch",
"electra",
"text-classification",
"license:apache-2.0",
"endpoints_compatible",
"region:us"
] | text-classification | cross-encoder | null | null | cross-encoder/ms-marco-electra-base | 3 | 5,835 | transformers | 2022-03-02T23:29:05 | ---
license: apache-2.0
---
# Cross-Encoder for MS Marco
This model was trained on the [MS Marco Passage Ranking](https://github.com/microsoft/MSMARCO-Passage-Ranking) task.
The model can be used for Information Retrieval: Given a query, encode the query will all possible passages (e.g. retrieved with ElasticSearch).... | 3,233 | [
[
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0.025146484375,
0.0255584716796875,
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-0.05108642578125,
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... |
GeorgiaTechResearchInstitute/galpaca-30b | 2023-04-18T20:14:42.000Z | [
"transformers",
"pytorch",
"opt",
"text-generation",
"galactica",
"alpaca",
"dataset:tatsu-lab/alpaca",
"license:cc-by-nc-4.0",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | GeorgiaTechResearchInstitute | null | null | GeorgiaTechResearchInstitute/galpaca-30b | 55 | 5,835 | transformers | 2023-03-30T18:32:41 | ---
license: cc-by-nc-4.0
datasets:
- tatsu-lab/alpaca
library_name: transformers
pipeline_tag: text-generation
tags:
- galactica
- alpaca
- opt
inference: false
---
# GALPACA 30B (large)
GALACTICA 30B fine-tuned on the Alpaca dataset.
The model card from the original Galactica repo can be found [here](https://githu... | 6,779 | [
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0.0246734619140625,
0.027069091796875,
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-0.032379150390625,
-0.0372314453125,
... |
OpenBuddy/openbuddy-openllama-3b-v10-bf16 | 2023-08-22T10:51:04.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"zh",
"en",
"fr",
"de",
"ja",
"ko",
"it",
"ru",
"license:apache-2.0",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | OpenBuddy | null | null | OpenBuddy/openbuddy-openllama-3b-v10-bf16 | 6 | 5,835 | transformers | 2023-08-10T13:37:46 | ---
language:
- zh
- en
- fr
- de
- ja
- ko
- it
- ru
pipeline_tag: text-generation
inference: false
library_name: transformers
license: apache-2.0
---
# OpenBuddy - Open Multilingual Chatbot
GitHub and Usage Guide: [https://github.com/OpenBuddy/OpenBuddy](https://github.com/OpenBuddy/OpenBuddy)
Website and Demo: [... | 2,202 | [
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-0.0193786... |
Mikael110/llama-2-13b-guanaco-fp16 | 2023-07-20T00:16:26.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"llama-2",
"text-classification",
"en",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-classification | Mikael110 | null | null | Mikael110/llama-2-13b-guanaco-fp16 | 11 | 5,834 | transformers | 2023-07-19T21:47:49 | ---
language:
- en
pipeline_tag: text-classification
tags:
- llama-2
---
This is a Llama-2 version of [Guanaco](https://huggingface.co/timdettmers/guanaco-13b). It was finetuned from the base [Llama-13b](https://huggingface.co/meta-llama/Llama-2-13b-hf) model using the official training scripts found in the [QLoRA repo... | 964 | [
[
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0.0295562744140625,
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-0.0254058837890625,
-0.0313720703125,
0.0... |
pankajmathur/model_51 | 2023-08-25T23:45:57.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"en",
"dataset:ehartford/dolphin",
"dataset:psmathur/orca_mini_v1_dataset",
"arxiv:2306.02707",
"license:llama2",
"endpoints_compatible",
"text-generation-inference",
"region:us"
] | text-generation | pankajmathur | null | null | pankajmathur/model_51 | 1 | 5,832 | transformers | 2023-08-03T15:08:32 | ---
language:
- en
library_name: transformers
license: llama2
datasets:
- ehartford/dolphin
- psmathur/orca_mini_v1_dataset
---
# model_51
A Llama2-70b model trained on Orca Style datasets.
**P.S. If you're interested to collaborate, please connect with me at www.linkedin.com/in/pankajam**
## Evaluation
We evaluat... | 4,134 | [
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... |
TheBloke/Wizard-Vicuna-30B-Uncensored-fp16 | 2023-06-05T00:10:35.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"uncensored",
"en",
"dataset:ehartford/wizard_vicuna_70k_unfiltered",
"license:other",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | TheBloke | null | null | TheBloke/Wizard-Vicuna-30B-Uncensored-fp16 | 17 | 5,831 | transformers | 2023-05-30T09:50:28 | ---
license: other
datasets:
- ehartford/wizard_vicuna_70k_unfiltered
language:
- en
tags:
- uncensored
---
<!-- header start -->
<div style="width: 100%;">
<img src="https://i.imgur.com/EBdldam.jpg" alt="TheBlokeAI" style="width: 100%; min-width: 400px; display: block; margin: auto;">
</div>
<div style="display: ... | 3,657 | [
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-0.017547607421875,
-0.... |
MayaPH/FinOPT-Franklin | 2023-07-11T13:51:38.000Z | [
"transformers",
"pytorch",
"safetensors",
"opt",
"text-generation",
"license:cc-by-sa-4.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | MayaPH | null | null | MayaPH/FinOPT-Franklin | 5 | 5,829 | transformers | 2023-05-26T20:36:02 | ---
license: cc-by-sa-4.0
pipeline_tag: text-generation
---
# 🤗 FinOPT-Franklin
Released June 1, 2023
## Model Description
FinOPT-Franklin is a language model based on the OPT-1.3B architecture, which has been fine-tuned on a financial question-answering dataset. The model aims to provide accurate and informative re... | 5,159 | [
[
-0.02325439453125,
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Fredithefish/RedPajama-INCITE-Chat-3B-Instruction-Tuning-with-GPT-4 | 2023-08-07T14:45:56.000Z | [
"transformers",
"pytorch",
"safetensors",
"gpt_neox",
"text-generation",
"en",
"dataset:Fredithefish/Instruction-Tuning-with-GPT-4-RedPajama-Chat",
"license:cc",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | Fredithefish | null | null | Fredithefish/RedPajama-INCITE-Chat-3B-Instruction-Tuning-with-GPT-4 | 2 | 5,828 | transformers | 2023-05-16T15:07:11 | ---
license: cc
datasets:
- Fredithefish/Instruction-Tuning-with-GPT-4-RedPajama-Chat
language:
- en
inference: false
---
<html>
<head>
<style>
.alert {
padding: 15px;
background-color: #f44336;
color: white;
}
</style>
</head>
<body>
<div class="alert">
<strong>Warning:</strong> Thi... | 996 | [
[
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0.0098... |
KnutJaegersberg/gpt-2-xl-EvolInstruct | 2023-08-31T10:18:54.000Z | [
"transformers",
"pytorch",
"safetensors",
"gpt2",
"text-generation",
"license:cc-by-nc-4.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | KnutJaegersberg | null | null | KnutJaegersberg/gpt-2-xl-EvolInstruct | 0 | 5,827 | transformers | 2023-07-14T22:50:21 | ---
license: cc-by-nc-4.0
---
Prompt:
"Below is an instruction that describes a task. Write a response that appropriately completes the request. \n\n### Instruction:\n INSTRUCTION. \n### Response:\n" | 201 | [
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0.0214... |
quantumaikr/llama-2-70b-fb16-orca-chat-10k | 2023-08-11T04:43:45.000Z | [
"transformers",
"safetensors",
"llama",
"text-generation",
"en",
"license:cc-by-nc-4.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | quantumaikr | null | null | quantumaikr/llama-2-70b-fb16-orca-chat-10k | 2 | 5,825 | transformers | 2023-08-11T04:12:37 | ---
license: cc-by-nc-4.0
language:
- en
pipeline_tag: text-generation
---
# quantumaikr/llama-2-70b-fb16-orca-chat-10k
## Model Description
`quantumaikr/llama-2-70b-fb16-orca-chat-10k` is a Llama2 70B model finetuned on an guanaco, oraca-chat-10k Dataset
## Usage
Start chatting with `quantumaikr/llama-2-70b-fb16-o... | 2,017 | [
[
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KoboldAI/fairseq-dense-355M | 2023-03-31T17:11:49.000Z | [
"transformers",
"pytorch",
"safetensors",
"xglm",
"text-generation",
"en",
"arxiv:2112.10684",
"endpoints_compatible",
"has_space",
"region:us"
] | text-generation | KoboldAI | null | null | KoboldAI/fairseq-dense-355M | 6 | 5,824 | transformers | 2022-03-02T23:29:04 | ---
language: en
---
This is a Hugging Face transformers-compatible conversion of the original dense 355M-parameter model from the paper "[Efficient Large Scale Language Modeling with Mixtures of Experts](https://arxiv.org/abs/2112.10684)" from Artetxe et al. Please refer to the original model card, which can be found ... | 408 | [
[
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-0.0222320556640625,
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0.031463623046875,
0.06658935546875,
-0.060699462890625,
-0.012969970703125,
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... |
facebook/vit-mae-large | 2023-06-13T19:43:02.000Z | [
"transformers",
"pytorch",
"tf",
"vit_mae",
"pretraining",
"vision",
"dataset:imagenet-1k",
"arxiv:2111.06377",
"license:apache-2.0",
"endpoints_compatible",
"has_space",
"region:us"
] | null | facebook | null | null | facebook/vit-mae-large | 4 | 5,824 | transformers | 2022-03-02T23:29:05 | ---
license: apache-2.0
tags:
- vision
datasets:
- imagenet-1k
---
# Vision Transformer (large-sized model) pre-trained with MAE
Vision Transformer (ViT) model pre-trained using the MAE method. It was introduced in the paper [Masked Autoencoders Are Scalable Vision Learners](https://arxiv.org/abs/2111.06377) by Kaimi... | 2,970 | [
[
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h2oai/h2ogpt-oasst1-512-20b | 2023-04-26T16:58:30.000Z | [
"transformers",
"pytorch",
"gpt_neox",
"text-generation",
"gpt",
"llm",
"large language model",
"open-source",
"en",
"dataset:h2oai/openassistant_oasst1",
"dataset:h2oai/openassistant_oasst1_h2ogpt",
"license:apache-2.0",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | h2oai | null | null | h2oai/h2ogpt-oasst1-512-20b | 38 | 5,824 | transformers | 2023-04-18T01:36:16 | ---
license: apache-2.0
language:
- en
library_name: transformers
inference: false
thumbnail: https://h2o.ai/etc.clientlibs/h2o/clientlibs/clientlib-site/resources/images/favicon.ico
tags:
- gpt
- llm
- large language model
- open-source
datasets:
- h2oai/openassistant_oasst1
- h2oai/openassistant_oasst1_h2ogpt
---
# h... | 8,190 | [
[
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... |
robowaifudev/megatron-gpt2-345m | 2023-04-08T22:07:20.000Z | [
"transformers",
"pytorch",
"safetensors",
"gpt2",
"text-generation",
"en",
"dataset:wikitext",
"dataset:openwebtext",
"dataset:spacemanidol/cc-stories",
"arxiv:1909.08053",
"license:apache-2.0",
"model-index",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us... | text-generation | robowaifudev | null | null | robowaifudev/megatron-gpt2-345m | 4 | 5,822 | transformers | 2022-12-21T00:55:48 | ---
language:
- en
tags:
- gpt2
license: apache-2.0
widget:
- text: It was a bright cold day in April, and the clocks were striking thirteen. Winston Smith,
datasets:
- wikitext
- openwebtext
- spacemanidol/cc-stories
model-index:
- name: megatron-gpt2-345m
results:
- task:
type: text... | 4,584 | [
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Mikivis/gpt2-large-lora-sft2 | 2023-09-07T03:57:27.000Z | [
"transformers",
"pytorch",
"safetensors",
"gpt2",
"text-generation",
"generated_from_trainer",
"dataset:customized",
"endpoints_compatible",
"text-generation-inference",
"region:us"
] | text-generation | Mikivis | null | null | Mikivis/gpt2-large-lora-sft2 | 0 | 5,822 | transformers | 2023-09-06T11:30:43 | ---
base_model: /data1/sunhaoyu/pretrained-models/gpt2-large-lora-sft1
tags:
- generated_from_trainer
datasets:
- customized
model-index:
- name: gpt2-large-lora-sft2
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proo... | 1,290 | [
[
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0.0195465087890625,
0.0083160400390625,
-0.041107177734375,
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-0.00872039794921875,
-0.0306243896484375,
0.01873779296875,
0.02880859375,
-0.043609619140625,
-0.0234222412109375,
-0.053863525390625,
-0.0... |
OpenAssistant/pythia-12b-pre-v8-12.5k-steps | 2023-05-24T14:06:49.000Z | [
"transformers",
"pytorch",
"gpt_neox",
"text-generation",
"license:apache-2.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | OpenAssistant | null | null | OpenAssistant/pythia-12b-pre-v8-12.5k-steps | 6 | 5,821 | transformers | 2023-05-05T22:39:17 | ---
license: apache-2.0
---
**Note: internal model, not ready for use**
This is an intermediate model used as base-model for further pythia 12b SFT-8 experiments.
It was trained on a wider set of instruction-tuning datasets for >12.5k steps with batch-size 128 and a context size of 2048.
The gpt4all dataset had "as ... | 3,319 | [
[
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VMware/open-llama-7b-open-instruct | 2023-07-11T06:24:19.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"en",
"dataset:VMware/open-instruct-v1-oasst-dolly-hhrlhf",
"license:cc-by-sa-3.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | VMware | null | null | VMware/open-llama-7b-open-instruct | 25 | 5,821 | transformers | 2023-06-08T05:02:06 | ---
license: cc-by-sa-3.0
datasets:
- VMware/open-instruct-v1-oasst-dolly-hhrlhf
language:
- en
library_name: transformers
pipeline_tag: text-generation
---
# VMware/open-llama-7B-open-instruct
Instruction-tuned version of the fully trained Open LLama 7B model. The model is open for <b>COMMERCIAL USE</b>. <br>
<b> Th... | 3,760 | [
[
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0.00... |
waifu-diffusion/wd-1-5-beta3 | 2023-10-12T02:56:59.000Z | [
"diffusers",
"license:other",
"endpoints_compatible",
"has_space",
"diffusers:StableDiffusionPipeline",
"region:us"
] | null | waifu-diffusion | null | null | waifu-diffusion/wd-1-5-beta3 | 112 | 5,820 | diffusers | 2023-05-14T22:59:44 | ---
license: other
---
# WD 1.5 Beta 3
For this release, we release five versions of the model:
- WD 1.5 Beta3 Base
- WD 1.5 Radiance
- WD 1.5 Ink
- WD 1.5 Mofu
- WD 1.5 Illusion
The WD 1.5 Base model is only intended for training use. For... | 1,087 | [
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Mikivis/gpt2-large-lora-stf4 | 2023-09-06T19:47:05.000Z | [
"transformers",
"pytorch",
"gpt2",
"text-generation",
"generated_from_trainer",
"dataset:customized",
"endpoints_compatible",
"text-generation-inference",
"region:us"
] | text-generation | Mikivis | null | null | Mikivis/gpt2-large-lora-stf4 | 0 | 5,820 | transformers | 2023-09-06T11:47:32 | ---
base_model: /data1/sunhaoyu/LMFlow/output_models/gpt2-large-lora-sft3
tags:
- generated_from_trainer
datasets:
- customized
model-index:
- name: gpt2-large-lora-sft4
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably p... | 1,297 | [
[
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0.0248565673828125,
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-0.00514984130859375,
-0.0248260498046875,
0.01751708984375,
0.0341796875,
-0.047515869140625,
-0.026947021484375,
-0.055908203125,
-0.004573... |
NewstaR/Morningstar-13b-hf | 2023-09-16T00:51:12.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"llama2",
"en",
"endpoints_compatible",
"text-generation-inference",
"region:us"
] | text-generation | NewstaR | null | null | NewstaR/Morningstar-13b-hf | 0 | 5,820 | transformers | 2023-09-13T15:55:38 | ---
language:
- en
tags:
- llama
- llama2
---
# MorningStar
| Model | Average ⬆️ | ARC | HellaSwag | MMLU | TruthfulQA |
|----------------------------------|------------|-------|-----------|-------|------------|
| NewstaR/Morningstar-13b-hf 📑 | 59.93 ... | 1,258 | [
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ehartford/dolphin-llama2-7b | 2023-08-10T05:42:09.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"en",
"dataset:ehartford/dolphin",
"license:llama2",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | ehartford | null | null | ehartford/dolphin-llama2-7b | 65 | 5,819 | transformers | 2023-08-06T23:24:01 | ---
license: llama2
datasets:
- ehartford/dolphin
language:
- en
---
Dolphin 🐬
https://erichartford.com/dolphin
Dolphin-Llama2-7b's training was sponsored by [preemo](https://www.preemo.io/).
This model is based on llama2, so it is suitable for commercial or non-commercial use.
This model is uncensored. I have fil... | 5,852 | [
[
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0.... |
pankajmathur/model_009 | 2023-08-24T14:41:28.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"en",
"license:llama2",
"endpoints_compatible",
"text-generation-inference",
"region:us"
] | text-generation | pankajmathur | null | null | pankajmathur/model_009 | 1 | 5,818 | transformers | 2023-08-10T14:23:47 | ---
language:
- en
library_name: transformers
license: llama2
---
LlaMA-2 License, more details coming soon... | 110 | [
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RWKV/rwkv-raven-14b | 2023-05-15T10:09:50.000Z | [
"transformers",
"pytorch",
"rwkv",
"text-generation",
"dataset:EleutherAI/pile",
"endpoints_compatible",
"has_space",
"region:us"
] | text-generation | RWKV | null | null | RWKV/rwkv-raven-14b | 49 | 5,817 | transformers | 2023-05-05T12:24:03 | ---
datasets:
- EleutherAI/pile
---
# Model card for RWKV-4 | 14B parameters chat version (Raven)
RWKV is a project led by [Bo Peng](https://github.com/BlinkDL). Learn more about the model architectu... | 5,429 | [
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-0.043792724609375,
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-0.03430175... |
digiplay/Photon_v1 | 2023-07-21T21:05:01.000Z | [
"diffusers",
"stable-diffusion",
"stable-diffusion-diffusers",
"text-to-image",
"license:other",
"endpoints_compatible",
"has_space",
"diffusers:StableDiffusionPipeline",
"region:us"
] | text-to-image | digiplay | null | null | digiplay/Photon_v1 | 13 | 5,817 | diffusers | 2023-06-08T19:02:37 | ---
license: other
tags:
- stable-diffusion
- stable-diffusion-diffusers
- text-to-image
- diffusers
inference: true
---
Model info: https://civitai.com/models/84728/photon
 | 313 | [
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TheBloke/OpenOrcaxOpenChat-Preview2-13B-GPTQ | 2023-09-27T12:45:18.000Z | [
"transformers",
"safetensors",
"llama",
"text-generation",
"en",
"dataset:Open-Orca/OpenOrca",
"arxiv:2306.02707",
"arxiv:2301.13688",
"arxiv:2307.09288",
"license:llama2",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | TheBloke | null | null | TheBloke/OpenOrcaxOpenChat-Preview2-13B-GPTQ | 21 | 5,817 | transformers | 2023-08-03T09:03:29 | ---
language:
- en
license: llama2
library_name: transformers
datasets:
- Open-Orca/OpenOrca
model_name: OpenOrca x OpenChat - Preview2 - 13B
base_model: Open-Orca/OpenOrcaxOpenChat-Preview2-13B
inference: false
model_creator: Open-Orca
model_type: llama
pipeline_tag: text-generation
prompt_template: 'GPT4 User: {promp... | 30,837 | [
[
-0.040130615234375,
-0.06640625,
0.0017547607421875,
0.0206451416015625,
-0.0168914794921875,
-0.0112457275390625,
0.00418853759765625,
-0.0499267578125,
0.0235137939453125,
0.02783203125,
-0.045166015625,
-0.040985107421875,
-0.01654052734375,
-0.0082855224... |
teknium/OpenHermes-13B | 2023-09-24T11:07:28.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"llama-2",
"instruct",
"finetune",
"alpaca",
"gpt4",
"synthetic data",
"distillation",
"en",
"dataset:teknium/openhermes",
"license:mit",
"endpoints_compatible",
"text-generation-inference",
"region:us"
] | text-generation | teknium | null | null | teknium/OpenHermes-13B | 32 | 5,815 | transformers | 2023-09-06T04:36:29 | ---
base_model: NousResearch/Llama-2-13b-hf
tags:
- llama-2
- instruct
- finetune
- alpaca
- gpt4
- synthetic data
- distillation
datasets:
- teknium/openhermes
model-index:
- name: openhermes-13b
results: []
license: mit
language:
- en
---
# OpenHermes-13B
![image/png](https://cdn-uploads.huggingface.co/production... | 7,486 | [
[
-0.059051513671875,
-0.051025390625,
0.0218048095703125,
0.01372528076171875,
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0.007083892822265625,
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0.... |
microsoft/graphcodebert-base | 2022-09-26T17:06:54.000Z | [
"transformers",
"pytorch",
"tf",
"jax",
"roberta",
"fill-mask",
"arxiv:2009.08366",
"autotrain_compatible",
"endpoints_compatible",
"has_space",
"region:us"
] | fill-mask | microsoft | null | null | microsoft/graphcodebert-base | 24 | 5,814 | transformers | 2022-03-02T23:29:05 | ## GraphCodeBERT model
GraphCodeBERT is a graph-based pre-trained model based on the Transformer architecture for programming language, which also considers data-flow information along with code sequences. GraphCodeBERT consists of 12 layers, 768 dimensional hidden states, and 12 attention heads. The maximum sequence ... | 730 | [
[
-0.036651611328125,
-0.038726806640625,
0.022308349609375,
0.0160675048828125,
-0.0036106109619140625,
0.027862548828125,
0.0157623291015625,
-0.03497314453125,
0.00971221923828125,
0.056976318359375,
-0.04217529296875,
-0.052276611328125,
-0.0592041015625,
... |
TehVenom/PPO_Pygway-V8p4_Dev-6b | 2023-05-19T18:01:37.000Z | [
"transformers",
"pytorch",
"gptj",
"text-generation",
"en",
"license:apache-2.0",
"has_space",
"region:us"
] | text-generation | TehVenom | null | null | TehVenom/PPO_Pygway-V8p4_Dev-6b | 7 | 5,814 | transformers | 2023-03-17T13:08:51 | ---
language: en
license: apache-2.0
commercial: 'no'
inference: false
---
# GPT-J 6B - PPO_Pygway Mix
## Model description
This is a merged model, using a weighted parameter blend strategy at a (20:20:60) ratio between the models:
- [20%] - KoboldAI/GPT-J-6B-Janeway: https://huggingface.co/KoboldAI/GPT-J-6B-Janeway
-... | 3,816 | [
[
-0.024810791015625,
-0.05224609375,
0.01294708251953125,
0.0189208984375,
-0.019927978515625,
-0.024810791015625,
-0.018890380859375,
-0.03912353515625,
0.01291656494140625,
0.03662109375,
-0.044464111328125,
-0.01528167724609375,
-0.0479736328125,
0.0020008... |
LoupGarou/WizardCoder-Guanaco-15B-V1.1 | 2023-07-13T03:21:55.000Z | [
"transformers",
"pytorch",
"gpt_bigcode",
"text-generation",
"en",
"dataset:guanaco",
"license:apache-2.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | LoupGarou | null | null | LoupGarou/WizardCoder-Guanaco-15B-V1.1 | 11 | 5,813 | transformers | 2023-07-12T06:10:19 | ---
language:
- en
datasets:
- guanaco
model_hub_library:
- transformers
license:
- apache-2.0
---
## WizardCoder-Guanaco-15B-V1.1 Model Card
The WizardCoder-Guanaco-15B-V1.1 is a language model that combines the strengths of the [WizardCoder](https://huggingface.co/WizardLM/WizardCoder-15B-V1.0) base model and the ... | 6,604 | [
[
-0.02093505859375,
-0.06524658203125,
-0.004215240478515625,
0.0206298828125,
0.00176239013671875,
-0.005634307861328125,
-0.0170440673828125,
-0.020782470703125,
-0.014739990234375,
0.0177459716796875,
-0.036895751953125,
-0.032196044921875,
-0.048248291015625,... |
pankajmathur/orca_mini_7b | 2023-07-13T06:32:16.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"en",
"dataset:psmathur/alpaca_orca",
"dataset:psmathur/dolly-v2_orca",
"dataset:psmathur/WizardLM_Orca",
"arxiv:2306.02707",
"license:cc-by-nc-sa-4.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | pankajmathur | null | null | pankajmathur/orca_mini_7b | 17 | 5,812 | transformers | 2023-06-23T04:31:14 | ---
license: cc-by-nc-sa-4.0
language:
- en
library_name: transformers
pipeline_tag: text-generation
datasets:
- psmathur/alpaca_orca
- psmathur/dolly-v2_orca
- psmathur/WizardLM_Orca
---
# orca_mini_7b
An [OpenLLaMa-7B model](https://github.com/openlm-research/open_llama) model trained on explain tuned datasets, crea... | 7,770 | [
[
-0.022216796875,
-0.06494140625,
0.025421142578125,
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-0.01517486572265625,
-0.0266571044921875,
-0.0192413330078125,
-0.042816162109375,
-0.004512786865234375,
0.0307159423828125,
-0.0372314453125,
-0.05029296875,
-0.0269927978515625,
-0.0... |
knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM-AMI | 2023-10-03T10:59:56.000Z | [
"transformers",
"pytorch",
"tf",
"safetensors",
"bart",
"text2text-generation",
"seq2seq",
"summarization",
"en",
"dataset:cnndaily/newyorkdaily/xsum/samsum/dialogsum/AMI",
"license:apache-2.0",
"model-index",
"autotrain_compatible",
"endpoints_compatible",
"has_space",
"region:us"
] | summarization | knkarthick | null | null | knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM-AMI | 10 | 5,811 | transformers | 2022-03-02T23:29:05 | ---
language: en
tags:
- bart
- seq2seq
- summarization
license: apache-2.0
datasets:
- cnndaily/newyorkdaily/xsum/samsum/dialogsum/AMI
metrics:
- rouge
widget:
- text: |-
Hi, I'm David and I'm supposed to be an industrial designer. Um, I just got the project announcement about what the project is. Designing a remo... | 56,929 | [
[
-0.0655517578125,
-0.04248046875,
0.0287933349609375,
0.01458740234375,
-0.029449462890625,
-0.0014972686767578125,
-0.0013322830200195312,
-0.044891357421875,
0.05010986328125,
0.018157958984375,
-0.0234832763671875,
-0.007965087890625,
-0.025177001953125,
... |
aisquared/dlite-v2-1_5b | 2023-05-10T16:55:56.000Z | [
"transformers",
"pytorch",
"gpt2",
"text-generation",
"en",
"dataset:aisquared/databricks-dolly-15k",
"license:apache-2.0",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | aisquared | null | null | aisquared/dlite-v2-1_5b | 10 | 5,811 | transformers | 2023-04-16T03:38:49 | ---
license: apache-2.0
datasets:
- aisquared/databricks-dolly-15k
language:
- en
library_name: transformers
---
# Model Card for `dlite-v2-1.5b`
<!-- Provide a quick summary of what the model is/does. -->
AI Squared's `dlite-v2-1.5b` is a large language
model which is derived from OpenAI's large [GPT-2](https://h... | 6,756 | [
[
-0.02130126953125,
-0.063720703125,
0.03302001953125,
0.0048828125,
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0.01334381103515625,
-0.060791015625,
-0.042999267578125,
-0.048309326171875,
-0.0074... |
Norquinal/llama-2-7b-claude-chat | 2023-08-12T01:57:58.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"dataset:Norquinal/claude_multiround_chat_1k",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | Norquinal | null | null | Norquinal/llama-2-7b-claude-chat | 0 | 5,810 | transformers | 2023-08-11T06:50:06 | ---
datasets:
- Norquinal/claude_multiround_chat_1k
---
This is a [LLaMA-2-7b-hf](https://huggingface.co/NousResearch/Llama-2-7b-hf) model fine-tuned using QLoRA (4-bit precision) on my [claude_multiround_chat_1k](https://huggingface.co/datasets/Norquinal/claude_multiround_chat_1k) dataset, which is a randomized subset... | 2,398 | [
[
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-0.068603515625,
0.0230865478515625,
0.0391845703125,
-0.01837158203125,
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0.001190185546875,
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0.0308990478515625,
0.05218505859375,
-0.028472900390625,
-0.028717041015625,
-0.01184844970703125,
0.00202... |
bofenghuang/vigogne-7b-instruct | 2023-07-11T10:18:13.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"LLM",
"fr",
"license:openrail",
"has_space",
"text-generation-inference",
"region:us"
] | text-generation | bofenghuang | null | null | bofenghuang/vigogne-7b-instruct | 21 | 5,809 | transformers | 2023-03-22T21:36:45 | ---
license: openrail
language:
- fr
pipeline_tag: text-generation
library_name: transformers
tags:
- llama
- LLM
inference: false
---
<p align="center" width="100%">
<img src="https://huggingface.co/bofenghuang/vigogne-7b-instruct/resolve/main/vigogne_logo.png" alt="Vigogne" style="width: 40%; min-width: 300px; displ... | 2,895 | [
[
-0.030029296875,
-0.0518798828125,
0.0218963623046875,
0.0221405029296875,
-0.032867431640625,
-0.01505279541015625,
-0.007843017578125,
-0.040740966796875,
0.01213836669921875,
0.0196075439453125,
-0.053009033203125,
-0.052398681640625,
-0.0518798828125,
0.... |
gsdf/CounterfeitXL | 2023-08-23T21:11:27.000Z | [
"diffusers",
"license:creativeml-openrail-m",
"endpoints_compatible",
"diffusers:StableDiffusionXLPipeline",
"region:us"
] | null | gsdf | null | null | gsdf/CounterfeitXL | 74 | 5,809 | diffusers | 2023-07-29T07:44:35 | ---
license: creativeml-openrail-m
---
Civitai
https://civitai.com/models/118406/counterfeitxl
Negative Embeddings
A:Standard
B:Realistic
C:Anime like | 161 | [
[
-0.0249786376953125,
-0.06671142578125,
0.027099609375,
0.03009033203125,
-0.03741455078125,
0.009368896484375,
0.03070068359375,
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0.06982421875,
0.036865234375,
-0.038055419921875,
-0.02978515625,
-0.01342010498046875,
-0.01149749755859375... |
NewstaR/Starlight-7B | 2023-09-17T17:00:36.000Z | [
"transformers",
"pytorch",
"llama",
"text-generation",
"llama2",
"en",
"dataset:FinchResearch/AboveTheClouds",
"arxiv:1803.05457",
"arxiv:1905.07830",
"arxiv:2009.03300",
"arxiv:2109.07958",
"license:other",
"endpoints_compatible",
"text-generation-inference",
"region:us"
] | text-generation | NewstaR | null | null | NewstaR/Starlight-7B | 0 | 5,808 | transformers | 2023-09-11T12:57:21 | ---
datasets:
- FinchResearch/AboveTheClouds
language:
- en
tags:
- llama
- llama2
license: other
---
# Starlight (7B)
| Model | Average ⬆️ | ARC | HellaSwag | MMLU | TruthfulQA |
|----------------------|------------|-------|-----------|-------|------------|
| NewstaR/Starlight-13B| 58.63 | 59.3... | 3,990 | [
[
-0.0360107421875,
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0.04632568359375,
-0.04241943359375,
-0.051025390625,
-0.045166015625,
-0.000926... |
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