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Please help me make a multimodal RAG application chatbot | 1 | 1. The chatbot should be able to fetch information from complex tabular data....tried with gpt4v and it is giving right answer but it is failing some times...also it is not working when the pdf is large
2. The chatbot should give images from the pdf that are relevant to the answer.
3. The chatbot should give t... | 2024-03-11T11:09:09 | https://www.reddit.com/r/LocalLLaMA/comments/1bc0nxb/please_help_me_make_a_multimodal_rag_application/ | ChesterMercury | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bc0nxb | false | null | t3_1bc0nxb | /r/LocalLLaMA/comments/1bc0nxb/please_help_me_make_a_multimodal_rag_application/ | false | false | self | 1 | null |
Please help me make a multimodal RAG application chatbot | 1 | 1. The chatbot should be able to fetch information from complex tabular data....tried with gpt4v and it is giving right answer but it is failing some times...also it is not working when the pdf is large
2. The chatbot should give images from the pdf that are relevant to the answer.
3. The chatbot should give t... | 2024-03-11T11:09:08 | https://www.reddit.com/r/LocalLLaMA/comments/1bc0nx6/please_help_me_make_a_multimodal_rag_application/ | ChesterMercury | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bc0nx6 | false | null | t3_1bc0nx6 | /r/LocalLLaMA/comments/1bc0nx6/please_help_me_make_a_multimodal_rag_application/ | false | false | self | 1 | null |
Please help me make a multimodal RAG application chatbot | 1 | 1. The chatbot should be able to fetch information from complex tabular data....tried with gpt4v and it is giving right answer but it is failing some times...also it is not working when the pdf is large
2. The chatbot should give images from the pdf that are relevant to the answer.
3. The chatbot should give t... | 2024-03-11T11:09:08 | https://www.reddit.com/r/LocalLLaMA/comments/1bc0nx0/please_help_me_make_a_multimodal_rag_application/ | ChesterMercury | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bc0nx0 | false | null | t3_1bc0nx0 | /r/LocalLLaMA/comments/1bc0nx0/please_help_me_make_a_multimodal_rag_application/ | false | false | self | 1 | null |
Please help me make a multimodal RAG application chatbot | 1 | 1. The chatbot should be able to fetch information from complex tabular data....tried with gpt4v and it is giving right answer but it is failing some times...also it is not working when the pdf is large
2. The chatbot should give images from the pdf that are relevant to the answer.
3. The chatbot should give t... | 2024-03-11T11:09:08 | https://www.reddit.com/r/LocalLLaMA/comments/1bc0nwu/please_help_me_make_a_multimodal_rag_application/ | ChesterMercury | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bc0nwu | false | null | t3_1bc0nwu | /r/LocalLLaMA/comments/1bc0nwu/please_help_me_make_a_multimodal_rag_application/ | false | false | self | 1 | null |
LangCheckChat: How to build a Q&A system that Auto-Evaluates itself | 41 | This tutorial might be useful if you're using LLMs to search over documents:
[https://langcheck.readthedocs.io/en/latest/tutorial\_langcheckchat.html](https://langcheck.readthedocs.io/en/latest/tutorial_langcheckchat.html)
Questions welcome! | 2024-03-11T11:05:41 | https://www.reddit.com/r/LocalLLaMA/comments/1bc0lzr/langcheckchat_how_to_build_a_qa_system_that/ | kennysong | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bc0lzr | false | null | t3_1bc0lzr | /r/LocalLLaMA/comments/1bc0lzr/langcheckchat_how_to_build_a_qa_system_that/ | false | false | self | 41 | null |
Serverless Mistral Inference for cost optimization | 2 | I’m currently part of a startup and I’m exploring ways to optimize cost for LLM api usage.
Our service doesn't require real-time LLM interaction. Instead, we stacked over 1000 prediction-like tasks per 1 hour and process in within first 10 minutes of every hour. Given this usage pattern, latency and keeping GPUs alive... | 2024-03-11T10:38:53 | https://www.reddit.com/r/LocalLLaMA/comments/1bc06wu/serverless_mistral_inference_for_cost_optimization/ | JYPark314 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bc06wu | false | null | t3_1bc06wu | /r/LocalLLaMA/comments/1bc06wu/serverless_mistral_inference_for_cost_optimization/ | false | false | self | 2 | null |
Need help with the OpenVoice voice generation. | 1 | [removed] | 2024-03-11T10:11:34 | https://www.reddit.com/r/LocalLLaMA/comments/1bbzs7s/need_help_with_the_openvoice_voice_generation/ | PrarthanDon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbzs7s | false | null | t3_1bbzs7s | /r/LocalLLaMA/comments/1bbzs7s/need_help_with_the_openvoice_voice_generation/ | false | false | 1 | null | |
New Evaluation Frameworks for Hindi Language Large Language Models | 8 | 'm excited to announce the release of two new evaluation frameworks for assessing the performance of large language models (LLMs) on Hindi language tasks.
1. **IndicLMJudge** ([https://github.com/manishiitg/IndicLMJudge](https://github.com/manishiitg/IndicLMJudge))
This framework, based on the research paper [arXiv:2... | 2024-03-11T10:08:21 | https://www.reddit.com/r/LocalLLaMA/comments/1bbzqfb/new_evaluation_frameworks_for_hindi_language/ | manishiitg | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbzqfb | false | null | t3_1bbzqfb | /r/LocalLLaMA/comments/1bbzqfb/new_evaluation_frameworks_for_hindi_language/ | false | false | self | 8 | {'enabled': False, 'images': [{'id': 'EfCQQdSlpnUcdtivfPL6FwByqUXfYv8_GH6ds0AZRBQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/7lxXsuwqPJBGMH4iCG1kLrxyD_KZARI1RJYB1Mf4Snw.jpg?width=108&crop=smart&auto=webp&s=f11b8f4996da492930e233d2fed2c84a89048e8c', 'width': 108}, {'height': 108, 'url': 'h... |
Can RAG be used for programming? | 1 | [removed] | 2024-03-11T10:07:31 | https://www.reddit.com/r/LocalLLaMA/comments/1bbzq0e/can_rag_be_used_for_programming/ | akashcsr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbzq0e | false | null | t3_1bbzq0e | /r/LocalLLaMA/comments/1bbzq0e/can_rag_be_used_for_programming/ | false | false | self | 1 | null |
How does Gemini 1.5 Pro recall information in 10M context? | 1 | Google recently issued [technical report](https://arxiv.org/ftp/arxiv/papers/2403/2403.05530.pdf) about Gemini 1.5 Pro and its 10M context. They gave brief overview of modern approaches to improving the long-context capabilities of models (e.g. reccurent memory, ring attention, novel architectures, etc.), but I didn't ... | 2024-03-11T10:05:45 | https://www.reddit.com/r/LocalLLaMA/comments/1bbzp5p/how_does_gemini_15_pro_recall_information_in_10m/ | Muted-Witness-7196 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbzp5p | false | null | t3_1bbzp5p | /r/LocalLLaMA/comments/1bbzp5p/how_does_gemini_15_pro_recall_information_in_10m/ | false | false | self | 1 | null |
Dimensionality reduction ? | 1 | [removed] | 2024-03-11T09:42:33 | https://www.reddit.com/r/LocalLLaMA/comments/1bbzdfu/dimensionality_reduction/ | Kind-Ad7220 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbzdfu | false | null | t3_1bbzdfu | /r/LocalLLaMA/comments/1bbzdfu/dimensionality_reduction/ | false | false | self | 1 | null |
What Model (pref. GGUF) would you use for admin stuff (Windows) | 1 | [removed] | 2024-03-11T09:28:03 | https://www.reddit.com/r/LocalLLaMA/comments/1bbz5xo/what_model_pref_gguf_would_you_use_for_admin/ | dreamyrhodes | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbz5xo | false | null | t3_1bbz5xo | /r/LocalLLaMA/comments/1bbz5xo/what_model_pref_gguf_would_you_use_for_admin/ | false | false | self | 1 | null |
DeepSeek-VL models released 🎉🎉🎉 | 169 | 2024-03-11T09:17:22 | https://github.com/deepseek-ai/DeepSeek-VL | YYY_333 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1bbz0hu | false | null | t3_1bbz0hu | /r/LocalLLaMA/comments/1bbz0hu/deepseekvl_models_released/ | false | false | 169 | {'enabled': False, 'images': [{'id': '5foPaDpxTFEiFSJ7I9339CYw8VTy641-cbUTGxPP_lg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/wLiqjb0RZq-QyehngGekf3apZFgc8gP5Ad_oKubmjoA.jpg?width=108&crop=smart&auto=webp&s=1e0953a76e16ba22977b6e3ef5079aa12005a9df', 'width': 108}, {'height': 108, 'url': 'h... | ||
LLM Ml flow | 1 | Any opinion on the LLM packages from ML flow for experiment tracking? | 2024-03-11T09:17:11 | https://www.reddit.com/r/LocalLLaMA/comments/1bbz0e7/llm_ml_flow/ | sir3mat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbz0e7 | false | null | t3_1bbz0e7 | /r/LocalLLaMA/comments/1bbz0e7/llm_ml_flow/ | false | false | self | 1 | null |
This will be fun: Grok OS!! | 4 | Elon Must said this in a tweet. See for yourself. | 2024-03-11T08:54:16 | SnooWoofers780 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1bbyp5k | false | null | t3_1bbyp5k | /r/LocalLLaMA/comments/1bbyp5k/this_will_be_fun_grok_os/ | false | false | 4 | {'enabled': True, 'images': [{'id': 'Fiw03uYgzEth9m_uTzarc1qr3ISwAG072_8N-t35FkU', 'resolutions': [{'height': 31, 'url': 'https://preview.redd.it/bwafb56t5onc1.jpeg?width=108&crop=smart&auto=webp&s=26bf99c248f56e45a2fad633fbbff629d33c004a', 'width': 108}, {'height': 63, 'url': 'https://preview.redd.it/bwafb56t5onc1.jpe... | ||
Layla Phi2 - uncensored model geared towards character impersonation and multi-turn conversation | 39 | Hey everyone 👋
I trained a new model!
HF: [https://huggingface.co/l3utterfly/phi-2-layla-v1-chatml](https://huggingface.co/l3utterfly/phi-2-layla-v1-chatml)
GGUF: [https://huggingface.co/l3utterfly/phi-2-layla-v1-chatml-gguf](https://huggingface.co/l3utterfly/phi-2-layla-v1-chatml-gguf)
A little while back I post... | 2024-03-11T08:45:37 | https://www.reddit.com/r/LocalLLaMA/comments/1bbykw1/layla_phi2_uncensored_model_geared_towards/ | Tasty-Lobster-8915 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbykw1 | false | null | t3_1bbykw1 | /r/LocalLLaMA/comments/1bbykw1/layla_phi2_uncensored_model_geared_towards/ | false | false | 39 | null | |
Grok from xAI will be open source this week | 597 | 2024-03-11T08:43:21 | https://x.com/elonmusk/status/1767108624038449405?s=46 | bullerwins | x.com | 1970-01-01T00:00:00 | 0 | {} | 1bbyjqr | false | null | t3_1bbyjqr | /r/LocalLLaMA/comments/1bbyjqr/grok_from_xai_will_be_open_source_this_week/ | false | false | 597 | {'enabled': False, 'images': [{'id': 'VD41x2eTwf3090Mdeh6MnypEdYddNddxU8tZSp4axIk', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/9YsFFyZdxc-hZPkyQvesiYbYE4wWAm9eeUbdBY8TgsA.jpg?width=108&crop=smart&auto=webp&s=58328068d2591fec04c8d6e0e616981ea4bee9fa', 'width': 108}], 'source': {'height': 20... | ||
Tencent researchers propose new approach, ELLA, to equip diffusion models with an LLM to improve prompt-following capabilities similar to DALL·E 3 | 158 | It can be used with existing community models like those from CivitAI to improve prompt-following ability. They said they will release their ELLA models in 1 week.
Image examples: [https://ella-diffusion.github.io/](https://ella-diffusion.github.io/)
Code (not available yet): [https://github.com/ELLA-Diffusion/ELLA](... | 2024-03-11T08:21:28 | https://www.reddit.com/r/LocalLLaMA/comments/1bby8lu/tencent_researchers_propose_new_approach_ella_to/ | llamaShill | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bby8lu | false | null | t3_1bby8lu | /r/LocalLLaMA/comments/1bby8lu/tencent_researchers_propose_new_approach_ella_to/ | false | false | 158 | null | |
Introducing InternLM2-1.8B: The Powerful, Accessible LLMs for Role-Playing Tasks. [Discussion] | 1 | [removed] | 2024-03-11T08:12:56 | https://www.reddit.com/r/LocalLLaMA/comments/1bby4a6/introducing_internlm218b_the_powerful_accessible/ | InternLM | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bby4a6 | false | null | t3_1bby4a6 | /r/LocalLLaMA/comments/1bby4a6/introducing_internlm218b_the_powerful_accessible/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'yrynGB3G6n6hQvO6NAJ2Pxzh-lqSwRvR-Pl_NxD2Mx8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/J-F32JOGTvd0BtWA5aa2zLf2bV935uYfWKfjHh9aRRY.jpg?width=108&crop=smart&auto=webp&s=e2a6ccd3ad20c403f580a16ff3a863dfa7c237fa', 'width': 108}, {'height': 108, 'url': 'h... |
Finetuning mistral - weird spikes in loss every 50 steps | 3 | Hey folks - I've been finetuning Mistral instruct (Google CoLab on a A100) using SFTTrainer from Huggingface. When I train, I get a nice decline in loss, which seems to spike every 50 steps like clockwork. It makes me thing I'm doing something wrong. :)
​
Mostly salient bits (I've tried tweaking things, but no... | 2024-03-11T07:46:52 | https://www.reddit.com/r/LocalLLaMA/comments/1bbxrdq/finetuning_mistral_weird_spikes_in_loss_every_50/ | tooquickforwords | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbxrdq | false | null | t3_1bbxrdq | /r/LocalLLaMA/comments/1bbxrdq/finetuning_mistral_weird_spikes_in_loss_every_50/ | false | false | 3 | null | |
Quick check of community views on Fine-Tuning LLM Models | 1 | [removed] | 2024-03-11T06:18:14 | https://www.reddit.com/r/LocalLLaMA/comments/1bbwix8/quick_check_of_community_views_on_finetuning_llm/ | Chance-Law-363 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbwix8 | false | null | t3_1bbwix8 | /r/LocalLLaMA/comments/1bbwix8/quick_check_of_community_views_on_finetuning_llm/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'IGghqFd02ZOaekUoHuzK8-2bef2_y-TTsaH3crqmF2Y', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/KhJzYsu7KeALJRC3B16rj5_MMNAOQ9pnwuePt4RE9j4.jpg?width=108&crop=smart&auto=webp&s=ee1d324496404ffdc850d551b26e6b7d92455e96', 'width': 108}, {'height': 113, 'url': 'h... |
Need advice with fine-tune LLM on very small datasets | 4 | I have a multi-label text classification task for dialogue datasets. The output is gonna be a list of labels for that dialogue.
For more nuanced dialogues, large LLMs (gpt4, claude, mistral large) cannot get every label right, but they do correct themselves after a simple follow-up instruction like “explain why you ch... | 2024-03-11T04:56:09 | https://www.reddit.com/r/LocalLLaMA/comments/1bbv8cg/need_advice_with_finetune_llm_on_very_small/ | sundaysexisthebest | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbv8cg | false | null | t3_1bbv8cg | /r/LocalLLaMA/comments/1bbv8cg/need_advice_with_finetune_llm_on_very_small/ | false | false | self | 4 | null |
Chroma is not saving vector DB | 2 | hey guys , do you mind take a look at the code below and advise why its not saving the db locally .
the code is running normally but the " db" folder is empty
from langchain.document_loaders import PyPDFLoader, DirectoryLoader, PDFMinerLoader
from langchain.text_splitter import RecursiveCharacterTextSplitter... | 2024-03-11T04:44:35 | https://www.reddit.com/r/LocalLLaMA/comments/1bbv16b/chroma_is_not_saving_vector_db/ | Plane_Ad9568 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbv16b | false | null | t3_1bbv16b | /r/LocalLLaMA/comments/1bbv16b/chroma_is_not_saving_vector_db/ | false | false | self | 2 | null |
Using RAG to generate training data for finetuning | 1 | Okay tell me if this is feasible.
I want to fine-tune llama 7b (or Mistral 7b) to specialize in a specific subject. I have a few RAG documents that are in-depth explanations of the topic. Would I be able to use an existing LLM like mixtral to generate alpaca format training data based on the RAG documents? Would it be... | 2024-03-11T04:24:29 | https://www.reddit.com/r/LocalLLaMA/comments/1bbuo4r/using_rag_to_generate_training_data_for_finetuning/ | maxwell321 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbuo4r | false | null | t3_1bbuo4r | /r/LocalLLaMA/comments/1bbuo4r/using_rag_to_generate_training_data_for_finetuning/ | false | false | self | 1 | null |
What gpu split should I use when trying to run 70b models on 2x 3090s? | 5 | I keep getting cuda out of memory errors despite knowing the model will fit on a single 48 gb vram card since I could load the same model on a cloud a6000 | 2024-03-11T03:03:58 | https://www.reddit.com/r/LocalLLaMA/comments/1bbt3a7/what_gpu_split_should_i_use_when_trying_to_run/ | lightlad | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbt3a7 | false | null | t3_1bbt3a7 | /r/LocalLLaMA/comments/1bbt3a7/what_gpu_split_should_i_use_when_trying_to_run/ | false | false | self | 5 | null |
Seeking Advice for Local Enrichment LLM API in Home Lab | 2 | Hello everyone,
First off, I want to say a big thank you to this community for all the help I’ve received by reading the posts here. I’m working on a project in my homelab and have been cranking on this on my own for a while now. I’ve reached a point where I could really use some advice from the community.
I started ... | 2024-03-11T02:55:13 | https://www.reddit.com/r/LocalLLaMA/comments/1bbswid/seeking_advice_for_local_enrichment_llm_api_in/ | veteranbv | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbswid | false | null | t3_1bbswid | /r/LocalLLaMA/comments/1bbswid/seeking_advice_for_local_enrichment_llm_api_in/ | false | false | self | 2 | null |
No conversational history recall? | 2 | Hello,
Hopefully a quick question. I am running dolphin-phi with Ollama on a RPI.
I turned on History in the parameters and can load saved sessions/models. However, they don't seem to remember anything that I loaded. For instance, I told the model my name. It referred to me by my name for the session. I saved it,... | 2024-03-11T02:43:36 | https://www.reddit.com/r/LocalLLaMA/comments/1bbsnsy/no_conversational_history_recall/ | MrWhitePink | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbsnsy | false | null | t3_1bbsnsy | /r/LocalLLaMA/comments/1bbsnsy/no_conversational_history_recall/ | false | false | self | 2 | null |
How to run Whisper Large-v3 on 4gb vram (in my case, 1050 Ti) | 43 | I decided to start this thread because I figured someone might search for "whisper large vram requirements" and be disappointed to learn that it needs 6gb+. On 4gb vram, the vanilla Whisper can't even load the 'medium' model, much less the 'large' one. After spending a good deal of time searching for a solution, I stum... | 2024-03-11T01:09:18 | https://www.reddit.com/r/LocalLLaMA/comments/1bbqpes/how_to_run_whisper_largev3_on_4gb_vram_in_my_case/ | Normal-Ad-7114 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbqpes | false | null | t3_1bbqpes | /r/LocalLLaMA/comments/1bbqpes/how_to_run_whisper_largev3_on_4gb_vram_in_my_case/ | false | false | self | 43 | {'enabled': False, 'images': [{'id': 'xakWJimd33OFeE8FWiBtxQS91zTgXEV6RUNxWdzm62Y', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/MnlnNO1j_5bv5TAC7lTjiCkmmkBFYOpH0cfI5V_na2M.jpg?width=108&crop=smart&auto=webp&s=9f1a3c72bb85d28ca748578929e813c616ca047f', 'width': 108}, {'height': 108, 'url': 'h... |
Guidance/References for using LLMs for text summarisation + some modification under certain circumstances | 1 | [removed] | 2024-03-10T23:34:41 | https://www.reddit.com/r/LocalLLaMA/comments/1bbone4/guidancereferences_for_using_llms_for_text/ | cliffn5810 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbone4 | false | null | t3_1bbone4 | /r/LocalLLaMA/comments/1bbone4/guidancereferences_for_using_llms_for_text/ | false | false | self | 1 | null |
Don't thank me son, thank Anthropic | 16 | 2024-03-10T23:34:23 | Revolutionary_Ad6574 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1bbon4t | false | null | t3_1bbon4t | /r/LocalLLaMA/comments/1bbon4t/dont_thank_me_son_thank_anthropic/ | false | false | 16 | {'enabled': True, 'images': [{'id': 'iuVwWSHufRmIEUoSnY_gplcofOpfnyZOOZITKvtR9os', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/fym97o4xdlnc1.png?width=108&crop=smart&auto=webp&s=44b22728e8a13e4116f550cf2d16fde10c2ede5d', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/fym97o4xdlnc1.pn... | |||
Does llava only work on local? | 1 | everything working well on my local, but when I install llava on cloud on a nice machine from paperspace, it stops giving accurate descriptions, I mean the api responds but always gives the same description, I've tried everything...
| 2024-03-10T22:17:19 | https://www.reddit.com/r/LocalLLaMA/comments/1bbmtje/does_llava_only_work_on_local/ | philosophybuff | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbmtje | false | null | t3_1bbmtje | /r/LocalLLaMA/comments/1bbmtje/does_llava_only_work_on_local/ | false | false | self | 1 | null |
LM Studio server as backend to chat client | 1 | LM Studio has two different code snippets for chat client code - "chat (python)" and "ai assistant (python)". The difference (apart from streaming vs receiving completion in bulk) is that the "ai assistant" code sends back the entire chat history to the server with each request.
Does it mean that the server does not c... | 2024-03-10T22:17:01 | https://www.reddit.com/r/LocalLLaMA/comments/1bbmtan/lm_studio_server_as_backend_to_chat_client/ | goodUsr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbmtan | false | null | t3_1bbmtan | /r/LocalLLaMA/comments/1bbmtan/lm_studio_server_as_backend_to_chat_client/ | false | false | self | 1 | null |
Me: <trying my best to keep my Claude 3 token usage low> | 1 | 2024-03-10T21:30:55 | Porespellar | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1bblpet | false | null | t3_1bblpet | /r/LocalLLaMA/comments/1bblpet/me_trying_my_best_to_keep_my_claude_3_token_usage/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': 'UoTVckoB5ZLDwk2s5z_k4kLbvST9tdduY8NFcbCt87g', 'resolutions': [{'height': 69, 'url': 'https://preview.redd.it/j6p85r9wrknc1.jpeg?width=108&crop=smart&auto=webp&s=1610bc0cafae89a43ceaab4fd81d0856fc6ca739', 'width': 108}, {'height': 138, 'url': 'https://preview.redd.it/j6p85r9wrknc1.jp... | ||
I built a way to test multiple LLMs at scale (in google sheets tho lol) | 70 | 2024-03-10T21:26:15 | https://v.redd.it/9y8fqp2qqknc1 | TernaryJimbo | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1bbllcs | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/9y8fqp2qqknc1/DASHPlaylist.mpd?a=1712697990%2CNzg4ZTZkODIxMzdiYTExN2VlMDM5MzEwYmQ5NGRmZjNkMTIzZGE2NTI3MDFiMTY4ZGM5MmQwZDdjMmZkZDg5MQ%3D%3D&v=1&f=sd', 'duration': 30, 'fallback_url': 'https://v.redd.it/9y8fqp2qqknc1/DASH_1080.mp4?source=fallback', 'h... | t3_1bbllcs | /r/LocalLLaMA/comments/1bbllcs/i_built_a_way_to_test_multiple_llms_at_scale_in/ | false | false | 70 | {'enabled': False, 'images': [{'id': 'YnFyMG41MzJya25jMdrCWPspeV-aiY8Twosw3i-oU0KJrvkPThcmlmeYeihU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/YnFyMG41MzJya25jMdrCWPspeV-aiY8Twosw3i-oU0KJrvkPThcmlmeYeihU.png?width=108&crop=smart&format=pjpg&auto=webp&s=62bd016384951a592c611b9eb4ff565e67ae0... | ||
Dual-Epyc at 2x12 RAM channels compared to RTX 4090 speeds? | 1 | [removed] | 2024-03-10T21:15:06 | https://www.reddit.com/r/LocalLLaMA/comments/1bblbc9/dualepyc_at_2x12_ram_channels_compared_to_rtx/ | redzorino | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bblbc9 | false | null | t3_1bblbc9 | /r/LocalLLaMA/comments/1bblbc9/dualepyc_at_2x12_ram_channels_compared_to_rtx/ | false | false | self | 1 | null |
Active Reasoning: How can we build LLM based systems with that capability? | 35 | Written down my thoughts on this question, with some ideas, but no finished suggestion.
Hope you find it interesting.
[https://huggingface.co/blog/KnutJaegersberg/active-reasoning](https://huggingface.co/blog/KnutJaegersberg/active-reasoning) | 2024-03-10T20:29:00 | https://www.reddit.com/r/LocalLLaMA/comments/1bbk6ey/active_reasoning_how_can_we_build_llm_based/ | MLTyrunt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbk6ey | false | null | t3_1bbk6ey | /r/LocalLLaMA/comments/1bbk6ey/active_reasoning_how_can_we_build_llm_based/ | false | false | self | 35 | {'enabled': False, 'images': [{'id': 'R3FScPjlDYOFO0RZjFGOsY8ohGhh4CuVSabgnOrcvy0', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/4U-pKsPpiWblVLhSyLfcmnCMfEYujTyAPBVhYO0eS3o.jpg?width=108&crop=smart&auto=webp&s=0b4423e2e1eb19c1e836e5505af4391311a02b44', 'width': 108}, {'height': 116, 'url': 'h... |
Credible Academical Benchmarks for summarization, QA and RAG-related performance | 4 | Hello guys! I have a question regarding reproducible and credible benchmarking of LLM in context of summarization, QA (with provided context) and RAG.
In order to create a comprehensive analysis of my fine-tunes I need to include a couple of relevant metrics using credible academical benchmarks.
**I've decided to spl... | 2024-03-10T19:50:32 | https://www.reddit.com/r/LocalLLaMA/comments/1bbj7px/credible_academical_benchmarks_for_summarization/ | oposteriori | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbj7px | false | null | t3_1bbj7px | /r/LocalLLaMA/comments/1bbj7px/credible_academical_benchmarks_for_summarization/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'ojrM0ha_yfshSrnoGBsgvUK5zY96AA6RM960zB_sZNI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/eqnbqBsQqw9tQabEWQHmCvIIAR0wFm_QFXKbX83PPWk.jpg?width=108&crop=smart&auto=webp&s=fb8367fb1f9fc474c663270dae9d7d802c60436d', 'width': 108}, {'height': 108, 'url': 'h... |
Beyond Language Models: Byte Models are Digital World Simulators | 73 | Abstract:
>**Traditional deep learning often overlooks bytes, the basic units of the digital world, where all forms of information and operations are encoded and manipulated in binary format**. Inspired by the success of next token prediction in natural language processing, we introduce **bGPT**, a model with **next... | 2024-03-10T19:31:51 | https://www.reddit.com/r/LocalLLaMA/comments/1bbir3b/beyond_language_models_byte_models_are_digital/ | neph1010 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbir3b | false | null | t3_1bbir3b | /r/LocalLLaMA/comments/1bbir3b/beyond_language_models_byte_models_are_digital/ | false | false | self | 73 | null |
how to provide Llama 2 with context? | 1 | [removed] | 2024-03-10T19:10:19 | https://www.reddit.com/r/LocalLLaMA/comments/1bbi8cw/how_to_provide_llama_2_with_context/ | yumiko14 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbi8cw | false | null | t3_1bbi8cw | /r/LocalLLaMA/comments/1bbi8cw/how_to_provide_llama_2_with_context/ | false | false | self | 1 | null |
AI and Medicine | 1 | AI and Medicine
Hello, what kind of contribution can someone who develops themselves in Python, AI, Deep Learning and Machine Learning make to medicine, regenerative medicine and biotechnology using these fields? | 2024-03-10T19:07:23 | https://www.reddit.com/r/LocalLLaMA/comments/1bbi5vo/ai_and_medicine/ | BilgeYamtar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbi5vo | false | null | t3_1bbi5vo | /r/LocalLLaMA/comments/1bbi5vo/ai_and_medicine/ | false | false | self | 1 | null |
Should I just use Chat with RTX? | 1 | [removed] | 2024-03-10T19:07:06 | https://www.reddit.com/r/LocalLLaMA/comments/1bbi5n2/should_i_just_use_chat_with_rtx/ | yungfishstick | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbi5n2 | false | null | t3_1bbi5n2 | /r/LocalLLaMA/comments/1bbi5n2/should_i_just_use_chat_with_rtx/ | false | false | self | 1 | null |
What is the best talking interface that allows voice chat so that you could just talk to the LLM like it was an actual person? | 1 | Ideally looking for:
- ability to set any models through APIs (can be locally too but less preffered)
- ability to choose text to speech, speech to text through APIs (can be locally too but less preffered)
- ability to set custom system prompts
- ability to interrupt
- bonus points if you can also set (custom) t... | 2024-03-10T18:57:48 | https://www.reddit.com/r/LocalLLaMA/comments/1bbhxft/what_is_the_best_talking_interface_that_allows/ | Happysedits | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbhxft | false | null | t3_1bbhxft | /r/LocalLLaMA/comments/1bbhxft/what_is_the_best_talking_interface_that_allows/ | false | false | self | 1 | null |
Llama2, ollama and own text sources | 1 | Hello beautiful people,
my dream is to create system that locally will work like gpt chat, but reinforced with 10-20 books in txt or epub format and can discuss on high level of inference based on given sources.
I have for my purpose Ryzen5 5600X + 96GB RAM + RTX3060 12GB VRAM
Myfirst Idea is to use autogpt + interf... | 2024-03-10T18:45:48 | https://www.reddit.com/r/LocalLLaMA/comments/1bbhn1e/llama2_ollama_and_own_text_sources/ | adivm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbhn1e | false | null | t3_1bbhn1e | /r/LocalLLaMA/comments/1bbhn1e/llama2_ollama_and_own_text_sources/ | false | false | self | 1 | null |
Capybara the biggest rodent! | 1 | 2024-03-10T17:42:10 | https://youtube.com/watch?v=38slVDotBPI&si=78bH-YFwpJm-9CzA | NATURA-FEROX | youtube.com | 1970-01-01T00:00:00 | 0 | {} | 1bbg41r | false | {'oembed': {'author_name': 'Natura Ferox', 'author_url': 'https://www.youtube.com/@naturaferox9201', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/38slVDotBPI?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyr... | t3_1bbg41r | /r/LocalLLaMA/comments/1bbg41r/capybara_the_biggest_rodent/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'ycwwMLjrNQAiCk_MVtwiiLhqFduSvUh9X0lnufa4wNQ', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/YP7GnJd2tyabaqLFQ1GqtMenVr6xuiT6f0RY756SVAE.jpg?width=108&crop=smart&auto=webp&s=cec74e1544729d740e187cf1fef4b0d470d3a516', 'width': 108}, {'height': 162, 'url': 'h... | ||
What are you guys using Local LLM's for? | 13 | Is it really just anime waifu games? | 2024-03-10T17:40:01 | https://www.reddit.com/r/LocalLLaMA/comments/1bbg26r/what_are_you_guys_using_local_llms_for/ | Mediocre_Tree_5690 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbg26r | false | null | t3_1bbg26r | /r/LocalLLaMA/comments/1bbg26r/what_are_you_guys_using_local_llms_for/ | false | false | self | 13 | null |
groq LPU and its future | 2 | i keep thinking about LPUs and how it is said to be faster and better than GPUs. is there by any chance that it might replace GPUs? i have tried using chatGPT(GPT 3.5) and perplexity(while using GPT 4.0) they are comparatively slower than groq(while using Mixtral 8x7B). can anyone explain more about it detail.
​... | 2024-03-10T17:37:21 | https://www.reddit.com/r/LocalLLaMA/comments/1bbfzvk/groq_lpu_and_its_future/ | SuccessfulWolf2454 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbfzvk | false | null | t3_1bbfzvk | /r/LocalLLaMA/comments/1bbfzvk/groq_lpu_and_its_future/ | false | false | 2 | null | |
"Claude 3 > GPT-4" and "Mistral going closed-source" again reminded me that open-source LLMs will never be as capable and powerful as closed-source LLMs. Even the costs of open-source (renting GPU servers) can be larger than closed-source APIs. What's the goal of open-source in this field? (serious) | 322 | I like competition. Open-source vs closed-source, open-source vs other open-source competitors, closed-source vs other closed-source competitors. It's all good.
But let's face it: When it comes to serious tasks, most of us always choose the best models (previously GPT-4, now Claude 3).
Other than NSFW role-playing a... | 2024-03-10T17:30:54 | https://www.reddit.com/r/LocalLLaMA/comments/1bbfubv/claude_3_gpt4_and_mistral_going_closedsource/ | nderstand2grow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbfubv | false | null | t3_1bbfubv | /r/LocalLLaMA/comments/1bbfubv/claude_3_gpt4_and_mistral_going_closedsource/ | false | false | self | 322 | null |
What is your top wishlist item that none of the current models seem to solve for? | 23 | Hi y’all,
I’m doing research for a project and I’m trying to better understand the landscape from the practitioner point of view. There’s a lot published about what current models can do but I’m curious what the gaps are today that would take LLMs to the next level for you/your work/your hobbies. Appreciate you sharin... | 2024-03-10T17:29:18 | https://www.reddit.com/r/LocalLLaMA/comments/1bbfsuf/what_is_your_top_wishlist_item_that_none_of_the/ | Dizzy-Ad9411 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbfsuf | false | null | t3_1bbfsuf | /r/LocalLLaMA/comments/1bbfsuf/what_is_your_top_wishlist_item_that_none_of_the/ | false | false | self | 23 | null |
How can I use the GPU with Llama? It always shows 0% usage for me. I should note that I'm using Windows. | 1 | pls help | 2024-03-10T17:17:17 | https://www.reddit.com/r/LocalLLaMA/comments/1bbfilk/how_can_i_use_the_gpu_with_llama_it_always_shows/ | GabrieleF99 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbfilk | false | null | t3_1bbfilk | /r/LocalLLaMA/comments/1bbfilk/how_can_i_use_the_gpu_with_llama_it_always_shows/ | false | false | self | 1 | null |
Seeking help for a LLM project | 4 | Seeking guidance on a LLM project
Hello guys.
I’m new to building llm apps.
I’m currently working on an independent project idea in the Educational sector. I’m thinking of leveraging LLMs for automatic grading of some Python assignments. I’ve tried using gpt-4 for all the submissions to generate grade and feedback ... | 2024-03-10T16:53:30 | https://www.reddit.com/r/LocalLLaMA/comments/1bbey6l/seeking_help_for_a_llm_project/ | SadTomato8069 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbey6l | false | null | t3_1bbey6l | /r/LocalLLaMA/comments/1bbey6l/seeking_help_for_a_llm_project/ | false | false | self | 4 | null |
A local open-source model AI for English grammar analysis? | 4 | I've been thinking about a really useful local open source AI project that could benefit the world. Maybe someone here know's of a good one that exists or a project that exists related to it? I'm basically looking for an AI that's great at English grammar analysis. I don't want to sent my writings off to google or som... | 2024-03-10T16:41:21 | https://www.reddit.com/r/LocalLLaMA/comments/1bbentr/a_local_opensource_model_ai_for_english_grammar/ | richardanaya | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbentr | false | null | t3_1bbentr | /r/LocalLLaMA/comments/1bbentr/a_local_opensource_model_ai_for_english_grammar/ | false | false | self | 4 | null |
Hello, for some reason the model is not following the instructions. Do you think there's an alternative way? | 3 | ​
https://preview.redd.it/d9qrqs387jnc1.png?width=1487&format=png&auto=webp&s=264879bd004e48e45cd490e57536b230862d4104
Model I am using is [sqlcoder-7b-2](https://huggingface.co/defog/sqlcoder-7b-2) | 2024-03-10T16:14:01 | https://www.reddit.com/r/LocalLLaMA/comments/1bbe0bs/hello_for_some_reason_the_model_is_not_following/ | _Sneaky_Bastard_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbe0bs | false | null | t3_1bbe0bs | /r/LocalLLaMA/comments/1bbe0bs/hello_for_some_reason_the_model_is_not_following/ | false | false | 3 | {'enabled': False, 'images': [{'id': 'nq8OIEoBdgKCy4o1RbJk1yVRBiR9RGEDWbBBl309PBI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/8Qx_mhcbsrMhcOGlpSIlxBh6xA1MzHXBaftovtEexbs.jpg?width=108&crop=smart&auto=webp&s=66b1e239dc228ee976cce4b8e62ba68d6fd02a15', 'width': 108}, {'height': 116, 'url': 'h... | |
Speed comparison of 6 different ways to implement multihead attention in PyTorch | 1 | 2024-03-10T15:35:01 | seraschka | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1bbd3np | false | null | t3_1bbd3np | /r/LocalLLaMA/comments/1bbd3np/speed_comparison_of_6_different_ways_to_implement/ | false | false | 1 | {'enabled': True, 'images': [{'id': '_wvcKmr1GIVB0JzPzDA5aZiiKF-EMil8JJpdeEOlBpw', 'resolutions': [{'height': 81, 'url': 'https://preview.redd.it/c5n59hha0jnc1.png?width=108&crop=smart&auto=webp&s=7aebb1b5b33f54a97f4e09f92ca607b52d5c08be', 'width': 108}, {'height': 162, 'url': 'https://preview.redd.it/c5n59hha0jnc1.png... | |||
Creating Retrieval Augmented Generation Applications in Swift | 2 | I've been trying to create an iOS app that is capable of performing RAG as a small side project.
While it is easy to build RAG applications in python, I've been struggling a lot trying to accomplish the same in Swift. Getting an app to call some LLM API to get a response was relatively doable, but I don't know what's... | 2024-03-10T15:21:42 | https://www.reddit.com/r/LocalLLaMA/comments/1bbcsi2/creating_retrieval_augmented_generation/ | Nicopii | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbcsi2 | false | null | t3_1bbcsi2 | /r/LocalLLaMA/comments/1bbcsi2/creating_retrieval_augmented_generation/ | false | false | self | 2 | null |
How do I know what a model is supposed to do? | 1 | [removed] | 2024-03-10T13:59:47 | https://www.reddit.com/r/LocalLLaMA/comments/1bbazfe/how_do_i_know_what_a_model_is_supposed_to_do/ | Cowflop84gmailcom | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbazfe | false | null | t3_1bbazfe | /r/LocalLLaMA/comments/1bbazfe/how_do_i_know_what_a_model_is_supposed_to_do/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'Vu1ML7L8YqhcDvW8VhArWWt31TeQp59Cf-7ASVCEdnE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/sYyT_Og5EVHDwmX-_gUvMl1WSOvHqkwM6w1WS9j83TY.jpg?width=108&crop=smart&auto=webp&s=dfa6abc4bcd9bfd9990d254f23a18c78fd3bcd8b', 'width': 108}, {'height': 108, 'url': 'h... |
Getting "Empty Response" from mixtral-8x7b + llama index + llama cpp | 1 | [removed] | 2024-03-10T13:47:56 | https://www.reddit.com/r/LocalLLaMA/comments/1bbaqkz/getting_empty_response_from_mixtral8x7b_llama/ | celsowm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbaqkz | false | null | t3_1bbaqkz | /r/LocalLLaMA/comments/1bbaqkz/getting_empty_response_from_mixtral8x7b_llama/ | false | false | default | 1 | null |
1.5Q self MoE | 1 | what are thoughts on taking a full precision model, quantizing it as far as possible (lets say 1/8th precision), potentially qlora tuning 8 variants of the quantized model, and then running the set of 8 as a mixture of experts?
would that result in better performance than the full density? | 2024-03-10T13:40:00 | https://www.reddit.com/r/LocalLLaMA/comments/1bbaksb/15q_self_moe/ | Sl33py_4est | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bbaksb | false | null | t3_1bbaksb | /r/LocalLLaMA/comments/1bbaksb/15q_self_moe/ | false | false | self | 1 | null |
Using LLM to make documents anonymous | 5 |
Hi!
I am in the moment testing use-cases for local LLM for our research unit (social, psychological and clinical science).
One of those use cases I want to discuss and ask if you have experiences with such a task and how you would solve it. Lets call it "anonymisation-problem".
Premise: When making inte... | 2024-03-10T13:22:23 | https://www.reddit.com/r/LocalLLaMA/comments/1bba85v/using_llm_to_make_documents_anonymous/ | Ryselle | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bba85v | false | null | t3_1bba85v | /r/LocalLLaMA/comments/1bba85v/using_llm_to_make_documents_anonymous/ | false | false | self | 5 | null |
LLMs for text modification (anonymisation) - how stable is the output? | 1 | Hi!
I am in the moment testing use-cases for local LLM for our research unit (social, psychological and clinical science).
One of those use cases I want to discuss and ask if you have experiences with such a task and how you would solve it. Lets call it "anonymisation-problem".
Premise: When making interviews, desp... | 2024-03-10T13:19:58 | https://www.reddit.com/r/LocalLLaMA/comments/1bba6en/llms_for_text_modification_anonymisation_how/ | Ryselle | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bba6en | false | null | t3_1bba6en | /r/LocalLLaMA/comments/1bba6en/llms_for_text_modification_anonymisation_how/ | false | false | default | 1 | null |
Did he really meant what he says? | 1 |
Folks, Let me know your comments on this post? | 2024-03-10T13:09:43 | py_blu | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1bb9za3 | false | null | t3_1bb9za3 | /r/LocalLLaMA/comments/1bb9za3/did_he_really_meant_what_he_says/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'ADBgckGF5FIxYoTwYaL0ccgz75BvR8FgNuSZmTnPq0I', 'resolutions': [{'height': 193, 'url': 'https://preview.redd.it/kv3wpqvgainc1.png?width=108&crop=smart&auto=webp&s=90557d0f086a350eec6020747947c55f6c04de86', 'width': 108}, {'height': 386, 'url': 'https://preview.redd.it/kv3wpqvgainc1.pn... | ||
Is there a common folder where AI programs store LLMs? | 1 | Throughout the years, I have messed with multiple programs that use local LLMs, and I've moved on from many of them (I still use LLMs, but with other programs).
The thing is that I'm 90% sure that I have LLMs that I don't use on my PC, and since LLMs tend to be multi-gigabyte files, I'd like to know where I can find t... | 2024-03-10T13:01:43 | https://www.reddit.com/r/LocalLLaMA/comments/1bb9tno/is_there_a_common_folder_where_ai_programs_store/ | Just_Someone_Here0 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bb9tno | false | null | t3_1bb9tno | /r/LocalLLaMA/comments/1bb9tno/is_there_a_common_folder_where_ai_programs_store/ | false | false | self | 1 | null |
Real world Business Usecases of AI | 1 | [removed] | 2024-03-10T12:34:51 | https://www.reddit.com/r/LocalLLaMA/comments/1bb9c1t/real_world_business_usecases_of_ai/ | Lopsided_Dot_4557 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bb9c1t | false | null | t3_1bb9c1t | /r/LocalLLaMA/comments/1bb9c1t/real_world_business_usecases_of_ai/ | false | false | self | 1 | null |
Ollama on Public IP | 1 | [removed] | 2024-03-10T12:32:05 | https://www.reddit.com/r/LocalLLaMA/comments/1bb9aa7/ollama_on_public_ip/ | Lopsided_Dot_4557 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bb9aa7 | false | null | t3_1bb9aa7 | /r/LocalLLaMA/comments/1bb9aa7/ollama_on_public_ip/ | false | false | self | 1 | null |
LlamaGym: fine-tune LLM agents with online reinforcement learning | 47 | 2024-03-10T12:30:45 | https://github.com/KhoomeiK/LlamaGym | actualsnek | github.com | 1970-01-01T00:00:00 | 0 | {} | 1bb99f6 | false | null | t3_1bb99f6 | /r/LocalLLaMA/comments/1bb99f6/llamagym_finetune_llm_agents_with_online/ | false | false | 47 | {'enabled': False, 'images': [{'id': 'MMhB3Sdu7ZtPo4VnlHGbPDPPMBT5_AcskiVOe0hsE28', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/I6xBfnH7uTl009iZxp2XAViGQuSMrsKkRJNgu6K4OXQ.jpg?width=108&crop=smart&auto=webp&s=dd729fadc7cb9ac170e6a4d2691cc61cfd0fbcf9', 'width': 108}, {'height': 108, 'url': 'h... | ||
Ingesting and reading complex PDFs at scale - what are my best options? | 1 | [removed] | 2024-03-10T11:59:04 | https://www.reddit.com/r/LocalLLaMA/comments/1bb8po0/ingesting_and_reading_complex_pdfs_at_scale_what/ | Swings_IO | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bb8po0 | false | null | t3_1bb8po0 | /r/LocalLLaMA/comments/1bb8po0/ingesting_and_reading_complex_pdfs_at_scale_what/ | false | false | self | 1 | null |
AI and Medicine | 1 |
Hello, how can I contribute to medicine, regenerative medicine and biotechnology by improving myself in Python, AI, Deep Learning and Machine Learning? I want to do groundbreaking things in this field with AI contribution in the future. | 2024-03-10T10:46:58 | https://www.reddit.com/r/LocalLLaMA/comments/1bb7k6i/ai_and_medicine/ | BilgeYamtar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bb7k6i | false | null | t3_1bb7k6i | /r/LocalLLaMA/comments/1bb7k6i/ai_and_medicine/ | false | false | self | 1 | null |
AlphaMonarch 7B > YI 34B fine tunes | 30 | I used to only use YI models (tried almost all of them.)
I mainly use LLM’s for RP and story telling.
Mistral fine-tune: AlphaMonarch, IME, blows YI fine-tunes out of the water.
It’s almost perfect.
What I really don’t like about YI fine-tunes is that they all have a really bad repetition problem; Mistral fine-... | 2024-03-10T10:33:39 | https://huggingface.co/mlabonne/AlphaMonarch-7B | Majestical-psyche | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1bb7csi | false | null | t3_1bb7csi | /r/LocalLLaMA/comments/1bb7csi/alphamonarch_7b_yi_34b_fine_tunes/ | false | false | 30 | {'enabled': False, 'images': [{'id': '7teVsVkxm-ckTD-2-mtfEaWld7Led2ZigpveHUcUztA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/hOL4IwFbCNRTIGqabUSd4DenYqHauIkb-J-dqakh5lU.jpg?width=108&crop=smart&auto=webp&s=cdf095f735816bb7386a7d697fbf44d55f595977', 'width': 108}, {'height': 116, 'url': 'h... | |
New upcoming IQ1.5 pr Greatly improve the ppl | 115 | https://github.com/ggerganov/llama.cpp/pull/5971
That's a break changes.
Looking forward to update of those qwen nd miqu quants
ranking need a update as well
updates：Pr is merged
| 2024-03-10T10:17:54 | https://www.reddit.com/r/LocalLLaMA/comments/1bb73y3/new_upcoming_iq15_pr_greatly_improve_the_ppl/ | shing3232 | self.LocalLLaMA | 2024-03-11T07:51:35 | 0 | {} | 1bb73y3 | false | null | t3_1bb73y3 | /r/LocalLLaMA/comments/1bb73y3/new_upcoming_iq15_pr_greatly_improve_the_ppl/ | false | false | self | 115 | {'enabled': False, 'images': [{'id': 'r399XVU8pZtCjjxEZ7-rLFI6Htf22tB7vXz_34z_QXQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/xLyIlLTKb7JZM9l4vErb5DQG5KKXfehBt66zlvmTdBk.jpg?width=108&crop=smart&auto=webp&s=9b6888d06120b33a4400fb425daa5e634ff2cc88', 'width': 108}, {'height': 108, 'url': 'h... |
Long Context Miqu? | 1 | [removed] | 2024-03-10T10:17:09 | https://www.reddit.com/r/LocalLLaMA/comments/1bb73k7/long_context_miqu/ | -Llamahunter- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bb73k7 | false | null | t3_1bb73k7 | /r/LocalLLaMA/comments/1bb73k7/long_context_miqu/ | false | false | self | 1 | null |
Scraping relevant details from a website recursively using LLM | 2 | So I'm planning to make a directory of universities, their courses offered and their fees, along with the university rankings. Is there any open source / paid model available that will recursively scroll a website url to all child pages?
After that I need to extract the relevant information (list of courses with th... | 2024-03-10T09:48:23 | https://www.reddit.com/r/LocalLLaMA/comments/1bb6net/scraping_relevant_details_from_a_website/ | Time-Prompt-4650 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bb6net | false | null | t3_1bb6net | /r/LocalLLaMA/comments/1bb6net/scraping_relevant_details_from_a_website/ | false | false | self | 2 | null |
Can mistral (7b) output more than 4k tokens at once? | 1 | [removed] | 2024-03-10T09:41:34 | https://www.reddit.com/r/LocalLLaMA/comments/1bb6jly/can_mistral_7b_output_more_than_4k_tokens_at_once/ | yupignome | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bb6jly | false | null | t3_1bb6jly | /r/LocalLLaMA/comments/1bb6jly/can_mistral_7b_output_more_than_4k_tokens_at_once/ | false | false | self | 1 | null |
Fine-tuning for a specific codebase | 7 | Hi. Did anyone tried fine-tuning a model on their larger source code? Would it even make sense?
I know and love Copilot, but it often lacks the full context of the project. So I thought, what if the entire code was in the weights, not in the too-short context.
I understand the code is alive and it would be resource... | 2024-03-10T09:37:05 | https://www.reddit.com/r/LocalLLaMA/comments/1bb6ha3/finetuning_for_a_specific_codebase/ | MrVodnik | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bb6ha3 | false | null | t3_1bb6ha3 | /r/LocalLLaMA/comments/1bb6ha3/finetuning_for_a_specific_codebase/ | false | false | self | 7 | null |
When Llama gets closed, and China releases equivalent level open model, would you try ? | 1 | [removed] | 2024-03-10T09:11:11 | https://www.reddit.com/r/LocalLLaMA/comments/1bb63pu/when_llama_gets_closed_and_china_releases/ | IntrepidRestaurant88 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bb63pu | false | null | t3_1bb63pu | /r/LocalLLaMA/comments/1bb63pu/when_llama_gets_closed_and_china_releases/ | false | false | self | 1 | null |
Is it possible to setup custom RAG and open web ui? | 5 | I have a bunch of high quality pdfs, mostly textbooks related to math, computer science and robotics further more I have some obsidians vaults. Is it possible to setup a rag with a vector store on my pc so that I can access the information locally with open web ui or something similar ? | 2024-03-10T08:31:08 | https://www.reddit.com/r/LocalLLaMA/comments/1bb5ic4/is_it_possible_to_setup_custom_rag_and_open_web_ui/ | magnusvegeta | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bb5ic4 | false | null | t3_1bb5ic4 | /r/LocalLLaMA/comments/1bb5ic4/is_it_possible_to_setup_custom_rag_and_open_web_ui/ | false | false | self | 5 | null |
When you find out RAG is not 100% useful for your use-case , what should be your next step? | 1 | [removed] | 2024-03-10T08:09:26 | https://www.reddit.com/r/LocalLLaMA/comments/1bb56iq/when_you_find_out_rag_is_not_100_useful_for_your/ | drunk_chef_24 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bb56iq | false | null | t3_1bb56iq | /r/LocalLLaMA/comments/1bb56iq/when_you_find_out_rag_is_not_100_useful_for_your/ | false | false | self | 1 | null |
Best Conversational Model / Prompt? | 4 | I know "what's the best model for...?" is perennial on this sub. But I would like to have a character that I could just talk to, like a friend. That doesn't respond like an encyclopedia article. That I could say "What's the deal with X?" and they'd say "Man that is SUCH a good story..."
Does anyone have a model (that ... | 2024-03-10T08:08:32 | https://www.reddit.com/r/LocalLLaMA/comments/1bb562a/best_conversational_model_prompt/ | the_quark | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bb562a | false | null | t3_1bb562a | /r/LocalLLaMA/comments/1bb562a/best_conversational_model_prompt/ | false | false | self | 4 | null |
Are DPO models broken? | 14 | I've tried at least 3 or 4 DPO finetunes, the last one the other day, and the output was always complete nonsense.
I don't know if it needs some particular settings during inference or something went wrong during training.
The last model I tried was [Noromaid 0.4](https://huggingface.co/Kooten/Noromaid-13B-0.4-DPO-5b... | 2024-03-10T07:46:52 | https://www.reddit.com/r/LocalLLaMA/comments/1bb4u4u/are_dpo_models_broken/ | Silvestron | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bb4u4u | false | null | t3_1bb4u4u | /r/LocalLLaMA/comments/1bb4u4u/are_dpo_models_broken/ | false | false | self | 14 | {'enabled': False, 'images': [{'id': '_MyoJ1ixOSraLF_5PBbsAUGk5HKCvAnO1RoGKdAUtbI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/0MaszoxbQBFTbqC9W68bkKqwgjnc-FF52gN3c6x-IRk.jpg?width=108&crop=smart&auto=webp&s=b8ba6e9947b70e01b1309a0a91c575a684c58890', 'width': 108}, {'height': 116, 'url': 'h... |
I keep receiving repeated answers from the fine-tuned models based on Mistral 7B | 1 | Hello, I have fine-tuned a model on the Thai pretrained model named Typhoon, which is based on the Mistral 7B model. I keep getting the same answer repeatedly until the maximum specified length (see the attached picture). I would like to kindly know how to configure the model so that it does not return the same answer ... | 2024-03-10T05:43:57 | https://www.reddit.com/r/LocalLLaMA/comments/1bb2uw5/i_keep_receiving_repeated_answers_from_the/ | Plespectives | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bb2uw5 | false | null | t3_1bb2uw5 | /r/LocalLLaMA/comments/1bb2uw5/i_keep_receiving_repeated_answers_from_the/ | false | false | 1 | null | |
I keep receiving repeated answers from the fine-tuned models based on Mistral 7B | 1 | Hello, I have fine-tuned a model on the Thai pretrained model named Typhoon, which is based on the Mistral 7B model. I keep getting the same answer repeatedly until the maximum specified length (see the attached picture). I would like to kindly know how to configure the model so that it does not return the same answer ... | 2024-03-10T05:40:20 | https://www.reddit.com/r/LocalLLaMA/comments/1bb2so1/i_keep_receiving_repeated_answers_from_the/ | Plespectives | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bb2so1 | false | null | t3_1bb2so1 | /r/LocalLLaMA/comments/1bb2so1/i_keep_receiving_repeated_answers_from_the/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'mJSwmXOtJDXoqDmN1wWed35BnkOnU5ToEef55Nqmjoc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/TME0AY65-mubcaYdIRZcO4_VelP7jT8Gyg0-IYrwkCk.jpg?width=108&crop=smart&auto=webp&s=509a1e6f8e50f8ce834507300820b819036177bd', 'width': 108}, {'height': 108, 'url': 'h... | |
With AQLM you can use Miqu 70b with a 3090 | 52 | [https://huggingface.co/AlexWortega/miqu-1-70b-AQLM-2Bit-1x16-hf](https://huggingface.co/AlexWortega/miqu-1-70b-AQLM-2Bit-1x16-hf)
According to this repo, it is \~19 Gb. Currently trying that!
Just wanted to share.
​ | 2024-03-10T05:12:57 | https://www.reddit.com/r/LocalLLaMA/comments/1bb2bpj/with_aqlm_you_can_use_miqu_70b_with_a_3090/ | No_Pilot_1974 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bb2bpj | false | null | t3_1bb2bpj | /r/LocalLLaMA/comments/1bb2bpj/with_aqlm_you_can_use_miqu_70b_with_a_3090/ | false | false | self | 52 | {'enabled': False, 'images': [{'id': 'ky1_pOhql66EYAOUAqN5Cw5MFLLaqeHh_8_SdmDibkg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/uh47yHxuQHOIRXMa0pMSOL62KRWmUPhCmk1RbJ1AEQc.jpg?width=108&crop=smart&auto=webp&s=ba267e2827a325417024cd08ecefcfc465f1b629', 'width': 108}, {'height': 116, 'url': 'h... |
Dual GPU requirements 48Gb? | 2 | I have a question towards being able to run large language models.
I have a 3090 and 7900x3d I would like to be able to have 48gb ram to run 70bs. My psu is 1000w. How can I go about being able to run them those large LLM if I buy another 3090 founders edition?
| 2024-03-10T05:12:46 | https://www.reddit.com/r/LocalLLaMA/comments/1bb2bl6/dual_gpu_requirements_48gb/ | Snoo53903 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bb2bl6 | false | null | t3_1bb2bl6 | /r/LocalLLaMA/comments/1bb2bl6/dual_gpu_requirements_48gb/ | false | false | self | 2 | null |
Koboldcpp and sillytavern | 1 | Currently i am running a 6 bit 7b GGUF model on the my laptop(window). GPU: RTX 4050 laptop 6gb vram, cpu: i7 13650HX and 16gb ram. I am quite new to this thing so i want to ask some questions. How many layer should i load on my GPU and will that affects the quality of the response? How many conversations can the mode... | 2024-03-10T04:57:04 | https://www.reddit.com/r/LocalLLaMA/comments/1bb21cz/koboldcpp_and_sillytavern/ | eymla | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bb21cz | false | null | t3_1bb21cz | /r/LocalLLaMA/comments/1bb21cz/koboldcpp_and_sillytavern/ | false | false | self | 1 | null |
Is There A Local AI Here That Can Be Adverserial/Political? | 1 | [removed] | 2024-03-10T04:55:46 | https://www.reddit.com/r/LocalLLaMA/comments/1bb20l7/is_there_a_local_ai_here_that_can_be/ | TheSource777 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bb20l7 | false | null | t3_1bb20l7 | /r/LocalLLaMA/comments/1bb20l7/is_there_a_local_ai_here_that_can_be/ | false | false | self | 1 | null |
Multiple variety of document loader. | 1 | Hey I am looking to use some sort of a loader which can help me load multiple variety of documents AKA a some sort of custom loader, any help you guys can provide? | 2024-03-10T03:56:00 | https://www.reddit.com/r/LocalLLaMA/comments/1bb0yen/multiple_variety_of_document_loader/ | No-Trip899 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bb0yen | false | null | t3_1bb0yen | /r/LocalLLaMA/comments/1bb0yen/multiple_variety_of_document_loader/ | false | false | self | 1 | null |
Is this kind of speed expected for a modern (but not fast) laptop CPU? | 2 | Hi, I'm extremely new to this, and honestly am not expecting any remotely good performance from my machine (outlined below), but 0.08 t/s "sounds" terribly bad.
CPU: i5-1035G1 \[ laptop :( \]
RAM: 8GB DDR4 \[ not fast, and I'm planning to go to 16GB soon^(tm)
No dedicated GPU.
I'm using text-generation-webui with `... | 2024-03-10T03:34:05 | https://www.reddit.com/r/LocalLLaMA/comments/1bb0k1a/is_this_kind_of_speed_expected_for_a_modern_but/ | Triq1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bb0k1a | false | null | t3_1bb0k1a | /r/LocalLLaMA/comments/1bb0k1a/is_this_kind_of_speed_expected_for_a_modern_but/ | false | false | 2 | null | |
How to do parallel inference on Local LLM with Open AI api layer | 1 | Is there a way I can expose local models (llama 2/Mistral) with openai api wrapper (text gen) and invoke the api parallely so I get higher effective tk/sec | 2024-03-10T02:38:35 | https://www.reddit.com/r/LocalLLaMA/comments/1bazhyp/how_to_do_parallel_inference_on_local_llm_with/ | DesmonMiles07 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bazhyp | false | null | t3_1bazhyp | /r/LocalLLaMA/comments/1bazhyp/how_to_do_parallel_inference_on_local_llm_with/ | false | false | self | 1 | null |
affect on perplexity or other metrics with 4 bit cache for exl2? | 11 | I'm excited about the q4 caching, but im curious if anyone has done tests on how it affects output?
8 bit cache feels like it should be fine, but for instance what if i have a 6 bit model, but use 4 bit cache?
Does it affect needle in a haystack? perplexity? does it forget more often? | 2024-03-10T01:14:58 | https://www.reddit.com/r/LocalLLaMA/comments/1baxtez/affect_on_perplexity_or_other_metrics_with_4_bit/ | I_can_see_threw_time | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1baxtez | false | null | t3_1baxtez | /r/LocalLLaMA/comments/1baxtez/affect_on_perplexity_or_other_metrics_with_4_bit/ | false | false | self | 11 | null |
Is it possible merge? | 2 | Is it possible to merge the 2 best models Senku and Qwen together? | 2024-03-10T01:02:34 | https://www.reddit.com/r/LocalLLaMA/comments/1baxkdq/is_it_possible_merge/ | ihaag | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1baxkdq | false | null | t3_1baxkdq | /r/LocalLLaMA/comments/1baxkdq/is_it_possible_merge/ | false | false | self | 2 | null |
Miqu GGUF Output Not Changing with Different Seed | 5 | So a couple weeks ago, I noticed that my Miqu GGUF doesn't change when I regenerate. I verified that seed is -1. When I reload the EXL2 version of Miqu with the same parameters, regenerate works just fine.
Anyone else experienced this?
I'm using text-generation-webui as a backend. | 2024-03-10T00:53:08 | https://www.reddit.com/r/LocalLLaMA/comments/1baxd3d/miqu_gguf_output_not_changing_with_different_seed/ | Mass2018 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1baxd3d | false | null | t3_1baxd3d | /r/LocalLLaMA/comments/1baxd3d/miqu_gguf_output_not_changing_with_different_seed/ | false | false | self | 5 | null |
Is the Facebook chat a llama 70b or 7b? | 1 | It seems to be fine tuned to converse happy go lucky dialogue with a touch of positivity. I would assume the conversation buffer is a summary of previous prompts in this chat history since it’s short two sentence replies and there is a sliding window. Still unsure how long the window is I’m testing it out. | 2024-03-09T22:18:05 | https://www.reddit.com/gallery/1batw19 | Admirable_penguin | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1batw19 | false | null | t3_1batw19 | /r/LocalLLaMA/comments/1batw19/is_the_facebook_chat_a_llama_70b_or_7b/ | false | false | 1 | null | |
GGUF is slower. EXL2 is dumber? | 74 | When I first started out with LocalLLMs, I used KoboldCPP and SillyTavern. Then, I wanted to start messing with EXL2 because it was so much faster, so I moved to Ooba. At first, I was so blown away at the speed difference that I didn't notice any issues. The best part was being able to edit previous context and not see... | 2024-03-09T22:15:31 | https://www.reddit.com/r/LocalLLaMA/comments/1battth/gguf_is_slower_exl2_is_dumber/ | AverageLlamaLearner | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1battth | false | null | t3_1battth | /r/LocalLLaMA/comments/1battth/gguf_is_slower_exl2_is_dumber/ | false | false | self | 74 | null |
Best base models for server/error log summarization fine tuning? | 1 | [removed] | 2024-03-09T22:01:21 | https://www.reddit.com/r/LocalLLaMA/comments/1bathu5/best_base_models_for_servererror_log/ | Tough_Palpitation331 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bathu5 | false | null | t3_1bathu5 | /r/LocalLLaMA/comments/1bathu5/best_base_models_for_servererror_log/ | false | false | self | 1 | null |
Mixing AMD GPU and Tesla P40 for LLM | 1 | [removed] | 2024-03-09T21:42:52 | https://www.reddit.com/r/LocalLLaMA/comments/1bat2ob/mixing_amd_gpu_and_tesla_p40_for_llm/ | Unhappy-Claim-5691 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bat2ob | false | null | t3_1bat2ob | /r/LocalLLaMA/comments/1bat2ob/mixing_amd_gpu_and_tesla_p40_for_llm/ | false | false | self | 1 | null |
Help for prompt for mistral-openorca | 1 | I am trying to write a prompt to analyse the logs of Terraform when it fails, without giving to the user too much information about it, as the user does not need to know what happens behind the scene.
I explicitly ask in the prompt to not mention Terraform deprecation or to give me Terraform snippets. The model is mis... | 2024-03-09T21:10:58 | https://www.reddit.com/r/LocalLLaMA/comments/1basbtv/help_for_prompt_for_mistralopenorca/ | Firm-Structure-k8s | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1basbtv | false | null | t3_1basbtv | /r/LocalLLaMA/comments/1basbtv/help_for_prompt_for_mistralopenorca/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'XyxFqL0oHvnitOvP-2S3tXyl5Y8viz2OKJ0t-v9gjYg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/DdIk2u79eLXVdOuB59mz_hUGxp9J7Uig-TB5RV3Yrto.jpg?width=108&crop=smart&auto=webp&s=04c8af1a806d7433a14f44013aa4bc5b2e10bac7', 'width': 108}, {'height': 116, 'url': 'h... |
Any LLM that does not waste words? | 91 | Each word costs compute cycles to generate. If you have FAANG resources you can make still fast enough, but on smaller systems it would be really beneficial to get to the point.
I don't need "This is a fascinating question, and to answer we need to examine all aspects of ..." if the answer is "no" or "rm -rf folder".... | 2024-03-09T20:54:04 | https://www.reddit.com/r/LocalLLaMA/comments/1barxhk/any_llm_that_does_not_waste_words/ | lookaround314 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1barxhk | false | null | t3_1barxhk | /r/LocalLLaMA/comments/1barxhk/any_llm_that_does_not_waste_words/ | false | false | self | 91 | null |
StreamingLLM making its Way into Oobabooga TextGeneration-WebUI | 16 | 2024-03-09T20:52:33 | https://github.com/oobabooga/text-generation-webui/commit/cf0697936a1f1434f6064747f80a6acb3d861fb9 | cddelgado | github.com | 1970-01-01T00:00:00 | 0 | {} | 1barw7l | false | null | t3_1barw7l | /r/LocalLLaMA/comments/1barw7l/streamingllm_making_its_way_into_oobabooga/ | false | false | 16 | {'enabled': False, 'images': [{'id': 'pcMvZHMqS6N6R0FLMgHn3PW57ZWFBud-4wD65kUaeyM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/56yJfW8JGhGKPJ6l0ghXYBrpGg4NCSQ0xsLSKvGRBxk.jpg?width=108&crop=smart&auto=webp&s=b4f560eceb747ff5658c59a54fd9a848156e9236', 'width': 108}, {'height': 108, 'url': 'h... | ||
CPU only -- More threads isn't always faster. | 27 | I'm running llama locally on a workstation with a 14900kf. This CPU has 8 P-cores with HT, and 8 E-cores without HT. When running with CPU only, I'm getting the best performance with \`-t 8\` and I don't understand why.
My assumption is that more cores, more performance, but even if I step it up to \`-t 9\`, I star... | 2024-03-09T20:40:00 | https://www.reddit.com/r/LocalLLaMA/comments/1barlh5/cpu_only_more_threads_isnt_always_faster/ | uname_IsAlreadyTaken | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1barlh5 | false | null | t3_1barlh5 | /r/LocalLLaMA/comments/1barlh5/cpu_only_more_threads_isnt_always_faster/ | false | false | self | 27 | null |
Next-gen Nvidia GeForce gaming GPU memory spec leaked — RTX 50 Blackwell series GB20x memory configs shared by leaker | 268 | 2024-03-09T20:25:48 | https://www.tomshardware.com/pc-components/gpus/next-gen-nvidia-geforce-gaming-gpu-memory-spec-leaked-rtx-50-blackwell-series-gb20x-memory-configs-shared-by-leaker | EasternBeyond | tomshardware.com | 1970-01-01T00:00:00 | 0 | {} | 1bar9fy | false | null | t3_1bar9fy | /r/LocalLLaMA/comments/1bar9fy/nextgen_nvidia_geforce_gaming_gpu_memory_spec/ | false | false | 268 | {'enabled': False, 'images': [{'id': 'oKUw1xDcWcJK6O5tbKCJGN5vypMoVwoT9Yt-deRgk-s', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/HD9SkFLW5tbTggMuF3NAHX3LQUAKiWM379Kus4ZroNg.jpg?width=108&crop=smart&auto=webp&s=6004bb679b320a9ccd7ad9b831071f2145c6f1be', 'width': 108}, {'height': 121, 'url': 'h... | ||
Is there a lesser version of dolphin 2.5mixtral that runs on less than 32GB ram? | 1 | [removed] | 2024-03-09T20:18:30 | https://www.reddit.com/r/LocalLLaMA/comments/1bar3ca/is_there_a_lesser_version_of_dolphin_25mixtral/ | yhamdi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bar3ca | false | null | t3_1bar3ca | /r/LocalLLaMA/comments/1bar3ca/is_there_a_lesser_version_of_dolphin_25mixtral/ | false | false | self | 1 | null |
Beyond Language Models: Byte Models are Digital World Simulators - Microsoft Research Asia 2024 - bGPT - Exceptional capabilities in simulating CPU behaviour, with an accuracy exceeding 99.99% in executing various operations! Could help combat the problems with tokenisation! | 1 | Paper: [https://arxiv.org/abs/2402.19155](https://arxiv.org/abs/2402.19155)
Paper Page with **code and weights**: [https://byte-gpt.github.io/](https://byte-gpt.github.io/)
Abstract:
>**Traditional deep learning often overlooks bytes, the basic units of the digital world, where all forms of information and operati... | 2024-03-09T19:56:10 | https://www.reddit.com/r/LocalLLaMA/comments/1baqjn8/beyond_language_models_byte_models_are_digital/ | Singularian2501 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1baqjn8 | false | null | t3_1baqjn8 | /r/LocalLLaMA/comments/1baqjn8/beyond_language_models_byte_models_are_digital/ | false | false | 1 | null |
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