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I want to run llama 3 70b locally that is using web search from bing/google.
0
As title said. How do I do that in the most simple efficient way possible.
2024-04-24T13:44:21
https://www.reddit.com/r/LocalLLaMA/comments/1cbyk28/i_want_to_run_llama_3_70b_locally_that_is_using/
anonthatisopen
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbyk28
false
null
t3_1cbyk28
/r/LocalLLaMA/comments/1cbyk28/i_want_to_run_llama_3_70b_locally_that_is_using/
false
false
self
0
null
Seeking Guidance: Training Open-Source AI for Customized Business Solutions
1
[removed]
2024-04-24T13:35:26
https://www.reddit.com/r/LocalLLaMA/comments/1cbyd30/seeking_guidance_training_opensource_ai_for/
RestaurantThink3415
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbyd30
false
null
t3_1cbyd30
/r/LocalLLaMA/comments/1cbyd30/seeking_guidance_training_opensource_ai_for/
false
false
self
1
null
Is there a technique that allows AI applications to continuously improve without updating their model versions?
4
Currently, is there a practical and effective technique that allows AI applications to continuously improve without updating their model versions? I think it's important that let AI application appears to be growing and learning, becoming more adept at communicating with its users and understanding more. This is a di...
2024-04-24T13:24:27
https://www.reddit.com/r/LocalLLaMA/comments/1cby47q/is_there_a_technique_that_allows_ai_applications/
happyapplehorse
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cby47q
false
null
t3_1cby47q
/r/LocalLLaMA/comments/1cby47q/is_there_a_technique_that_allows_ai_applications/
false
false
self
4
null
TTS & STT options
1
[removed]
2024-04-24T13:02:20
https://www.reddit.com/r/LocalLLaMA/comments/1cbxm9c/tts_stt_options/
netixc1
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbxm9c
false
null
t3_1cbxm9c
/r/LocalLLaMA/comments/1cbxm9c/tts_stt_options/
false
false
self
1
null
Macbook, two simple questions (max model size and config)
0
Hi, in a few weeks I'll be getting a Macbook Pro with 18GB RAM (I can't choose the configuration, so please don't suggest I upgrade). I would like to experiment with LLMs. Two questions: 1) What is the maximum model size I can fit? I know that some RAM has to be reserved for MacOS, but I have no idea how much. I hope...
2024-04-24T12:59:31
https://www.reddit.com/r/LocalLLaMA/comments/1cbxjq9/macbook_two_simple_questions_max_model_size_and/
Rick_06
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbxjq9
false
null
t3_1cbxjq9
/r/LocalLLaMA/comments/1cbxjq9/macbook_two_simple_questions_max_model_size_and/
false
false
self
0
null
Can we end this confusion for the beginners?
10
I think, this is the right time to do it, a lot of beginners will actually find it helpful. What is the difference between finetuning a llm model using Lora/Qlora, Unsloth, Axolotl, any others?
2024-04-24T12:38:08
https://www.reddit.com/r/LocalLLaMA/comments/1cbx3k0/can_we_end_this_confusion_for_the_beginners/
Old-Box-854
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbx3k0
false
null
t3_1cbx3k0
/r/LocalLLaMA/comments/1cbx3k0/can_we_end_this_confusion_for_the_beginners/
false
false
self
10
null
Comparison of base Llama 3 8B Instruct vs my new 'Dolfin' uncensored model
1
[removed]
2024-04-24T12:25:31
https://www.reddit.com/r/LocalLLaMA/comments/1cbwuga/comparison_of_base_llama_3_8b_instruct_vs_my_new/
nero10578
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbwuga
false
null
t3_1cbwuga
/r/LocalLLaMA/comments/1cbwuga/comparison_of_base_llama_3_8b_instruct_vs_my_new/
false
false
self
1
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Fine tuning LLM
1
[removed]
2024-04-24T12:18:53
https://www.reddit.com/r/LocalLLaMA/comments/1cbwpku/fine_tuning_llm/
No_Carpenter7252
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbwpku
false
null
t3_1cbwpku
/r/LocalLLaMA/comments/1cbwpku/fine_tuning_llm/
false
false
self
1
null
Comparison of base Llama 3 8B Instruct vs. my more uncensored "Dolfin" model
1
[removed]
2024-04-24T12:10:26
https://www.reddit.com/r/LocalLLaMA/comments/1cbwjgs/comparison_of_base_llama_3_8b_instruct_vs_my_more/
nero10578
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbwjgs
false
null
t3_1cbwjgs
/r/LocalLLaMA/comments/1cbwjgs/comparison_of_base_llama_3_8b_instruct_vs_my_more/
false
false
nsfw
1
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Comparison of base Llama 3 8B Instruct vs. my more uncensored "Dolfin" model
1
So I posted here about my new "Dolfin" model which is fine tuned using the Dolphin dataset but without using chatML formatting. The goal is to uncensor it and follow prompts better, and I think I can show this clearly with these example prompts. I have more models in the works that are significantly better with a bette...
2024-04-24T12:01:19
https://www.reddit.com/r/LocalLLaMA/comments/1cbwd60/comparison_of_base_llama_3_8b_instruct_vs_my_more/
nero10578
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbwd60
false
null
t3_1cbwd60
/r/LocalLLaMA/comments/1cbwd60/comparison_of_base_llama_3_8b_instruct_vs_my_more/
false
false
nsfw
1
{'enabled': False, 'images': [{'id': '98cduzcN4l9EE5zrRuLk73fOVoHUw4aga7JgiwAUx6E', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/SW5GTOxPNt0egmtDhzyvOObERwq-8FwQ_oU21apVHFY.jpg?width=108&crop=smart&auto=webp&s=95df18c1ed7acc9ce14fe4c6ad4b6a86b22a583b', 'width': 108}, {'height': 116, 'url': 'h...
Creating data analytics Q&A platform using LLM
1
[removed]
2024-04-24T11:55:34
https://www.reddit.com/r/LocalLLaMA/comments/1cbw94d/creating_data_analytics_qa_platform_using_llm/
UpskillingDS17
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbw94d
false
null
t3_1cbw94d
/r/LocalLLaMA/comments/1cbw94d/creating_data_analytics_qa_platform_using_llm/
false
false
self
1
null
What model with which settings is ideal for creating summaries? (tried Llama3)
6
TLDR: What is the best model to create an uncensored summary from a role play? And what are the best settings (top_p, top_k, temperature) for Ooba? ChatGPT4 works fairly ok, but as expected it has a problem with violence and intimacy, which breaks their policy. So I need a model that works well and is uncensored. Wha...
2024-04-24T11:53:23
https://www.reddit.com/r/LocalLLaMA/comments/1cbw7o1/what_model_with_which_settings_is_ideal_for/
houmie
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbw7o1
false
null
t3_1cbw7o1
/r/LocalLLaMA/comments/1cbw7o1/what_model_with_which_settings_is_ideal_for/
false
false
self
6
null
Augmenting an LLM with a RAG for coding
1
[removed]
2024-04-24T11:47:53
https://www.reddit.com/r/LocalLLaMA/comments/1cbw42s/augmenting_an_llm_with_a_rag_for_coding/
lurkn2001
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbw42s
false
null
t3_1cbw42s
/r/LocalLLaMA/comments/1cbw42s/augmenting_an_llm_with_a_rag_for_coding/
false
false
self
1
null
SpaceByte: Towards Deleting Tokenization from Large Language Modeling - Rice University 2024 - Practically the same performance as subword tokenizers without their many downsides!
61
Paper: [https://arxiv.org/abs/2404.14408](https://arxiv.org/abs/2404.14408) Github: [https://github.com/kjslag/spacebyte](https://github.com/kjslag/spacebyte) Abstract: >Tokenization is widely used in large language models because it significantly improves performance. However, **tokenization imposes several disadva...
2024-04-24T11:41:58
https://www.reddit.com/r/LocalLLaMA/comments/1cbw08f/spacebyte_towards_deleting_tokenization_from/
Singularian2501
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbw08f
false
null
t3_1cbw08f
/r/LocalLLaMA/comments/1cbw08f/spacebyte_towards_deleting_tokenization_from/
false
false
https://b.thumbs.redditm…F8WaFdpe1nrQ.jpg
61
null
4090 + LLama 3 on windows, recommendations re: API access, quant & params?
1
Hey all, Looking for recommendations on the best way to run llama 3 on my machine (I have a 4090 + 128GB RAM, so far I've used LM studio with `FaradayDotDev/llama-3-8b-Instruct-GGUF` with the model 100% on the GPU and have been very impressed. Just wondering what quant & params you use if you are a fellow 4090 person? ...
2024-04-24T11:35:53
https://www.reddit.com/r/LocalLLaMA/comments/1cbvwch/4090_llama_3_on_windows_recommendations_re_api/
Imaginary_Belt4976
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbvwch
false
null
t3_1cbvwch
/r/LocalLLaMA/comments/1cbvwch/4090_llama_3_on_windows_recommendations_re_api/
false
false
self
1
null
Self-supervised learning: The dark matter of intelligence
18
2024-04-24T11:33:49
https://ai.meta.com/blog/self-supervised-learning-the-dark-matter-of-intelligence/
mr_house7
ai.meta.com
1970-01-01T00:00:00
0
{}
1cbvv0v
false
null
t3_1cbvv0v
/r/LocalLLaMA/comments/1cbvv0v/selfsupervised_learning_the_dark_matter_of/
false
false
https://b.thumbs.redditm…F935L9pPvqpc.jpg
18
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Why need instruction column in dataset for finetuning llm
1
Basically the title, is input prompt and output json not enough? or is it enough? using Mistral 7b instruct v0.2 model and finetuning dataset ill make my own. https://preview.redd.it/4a3hpv80vewc1.png?width=1893&format=png&auto=webp&s=bf56837857244731fb6e98286a998d6ff1f2a8a8
2024-04-24T11:14:57
https://www.reddit.com/r/LocalLLaMA/comments/1cbviux/why_need_instruction_column_in_dataset_for/
Hungry-Maintenance48
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbviux
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/r/LocalLLaMA/comments/1cbviux/why_need_instruction_column_in_dataset_for/
false
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https://b.thumbs.redditm…J2YklIK-ut3s.jpg
1
null
Apple releases CoreNet: A library for training deep neural networks
47
> CoreNet is a deep neural network toolkit that allows researchers and engineers to train standard and novel small and large-scale models for variety of tasks, including foundation models (e.g., CLIP and LLM), object classification, object detection, and semantic segmentation.
2024-04-24T10:59:42
https://github.com/apple/corenet
Balance-
github.com
1970-01-01T00:00:00
0
{}
1cbv93o
false
null
t3_1cbv93o
/r/LocalLLaMA/comments/1cbv93o/apple_releases_corenet_a_library_for_training/
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https://b.thumbs.redditm…ruwZXGAGmdqU.jpg
47
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Run LLMs locally on android phones
1
[removed]
2024-04-24T10:58:15
https://llm.mlc.ai/docs/deploy/android.html
AssabTigle
llm.mlc.ai
1970-01-01T00:00:00
0
{}
1cbv89u
false
null
t3_1cbv89u
/r/LocalLLaMA/comments/1cbv89u/run_llms_locally_on_android_phones/
false
false
default
1
null
Llama3 Project
4
Hi everyone, I just downloaded llama3 via ollama. I’m very new to LLMs in general. I’m a hands on learner so I want to try some projects in order to learn. I’m in Saas sales, so I though a zoom transcription would be useful. However, it does a pretty poor job. The summary is not useful. Anyone have any tips to mak...
2024-04-24T10:48:08
https://www.reddit.com/r/LocalLLaMA/comments/1cbv2jp/llama3_project/
slangenberg
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbv2jp
false
null
t3_1cbv2jp
/r/LocalLLaMA/comments/1cbv2jp/llama3_project/
false
false
self
4
null
Code Gen FineTuning
1
[removed]
2024-04-24T10:44:42
https://www.reddit.com/r/LocalLLaMA/comments/1cbv0kd/code_gen_finetuning/
One-Difficulty3149
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbv0kd
false
null
t3_1cbv0kd
/r/LocalLLaMA/comments/1cbv0kd/code_gen_finetuning/
false
false
self
1
null
Codegen LLM finetuning
1
[removed]
2024-04-24T10:32:22
https://www.reddit.com/r/LocalLLaMA/comments/1cbutrw/codegen_llm_finetuning/
Meenaxi_Tank
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbutrw
false
null
t3_1cbutrw
/r/LocalLLaMA/comments/1cbutrw/codegen_llm_finetuning/
false
false
self
1
null
Why is everyone so keen on Llama-3? Command-R goes unnoticed.
0
My personal top models are: Dolphin 2.6 Mistral 7B - still upbeat and optimistic, responsive within the first 1000-2000 tokens; Command-r v01 35B - almost as good as the 104B but significantly faster, attentive and able to keep its cool with lengthy contexts. Llama-3, on the other hand, only performs well in resp...
2024-04-24T10:31:58
https://www.reddit.com/r/LocalLLaMA/comments/1cbutkr/why_is_everyone_so_keen_on_llama3_commandr_goes/
Popular-Direction984
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbutkr
false
null
t3_1cbutkr
/r/LocalLLaMA/comments/1cbutkr/why_is_everyone_so_keen_on_llama3_commandr_goes/
false
false
self
0
null
CodeGen LLM Finetuning
1
[removed]
2024-04-24T10:20:00
https://www.reddit.com/r/LocalLLaMA/comments/1cbun13/codegen_llm_finetuning/
One-Difficulty3149
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbun13
false
null
t3_1cbun13
/r/LocalLLaMA/comments/1cbun13/codegen_llm_finetuning/
false
false
self
1
null
Phi 3 (4 billion parameters, 2024) beats GPT 3.5 Turbo (~ 175 billion parameters, 2023 version) in the banana logic benchmark 🍌
476
2024-04-24T10:12:49
https://i.redd.it/h6nvy99vjewc1.png
Flat-One8993
i.redd.it
1970-01-01T00:00:00
0
{}
1cbuj11
false
null
t3_1cbuj11
/r/LocalLLaMA/comments/1cbuj11/phi_3_4_billion_parameters_2024_beats_gpt_35/
false
false
https://a.thumbs.redditm…v1YFbqpYQNJ8.jpg
476
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"Mixture of QLoRAs"
3
so I read that QLoRA is adjusting the weight matrices as follows M' = M+A\*B where M:\[m x n\] + A:\[m x r B\]:\[r x n\], r<m , r<n would it be possible and make any sense to have something like an MoE kinda like branching between several qlora finetunes\* where the branches are just the A,B matrices there, and there'...
2024-04-24T10:11:19
https://www.reddit.com/r/LocalLLaMA/comments/1cbui8r/mixture_of_qloras/
dobkeratops
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbui8r
false
null
t3_1cbui8r
/r/LocalLLaMA/comments/1cbui8r/mixture_of_qloras/
false
false
self
3
null
7-14B model with the biggest context?
1
[removed]
2024-04-24T10:06:15
https://www.reddit.com/r/LocalLLaMA/comments/1cbufbt/714b_model_with_the_biggest_context/
yupignome
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbufbt
false
null
t3_1cbufbt
/r/LocalLLaMA/comments/1cbufbt/714b_model_with_the_biggest_context/
false
false
self
1
null
I want to use Local LLM as a Classification Model
5
I have a lot of data where plumbers describe the issue they have faced when visiting a customer. In this particular dataset the plumbers were not really good at describing what the issue is. Some of them just say what they have replaced, some just mention the issue very vaguely. Some actually are good at explaining wha...
2024-04-24T10:05:52
https://www.reddit.com/r/LocalLLaMA/comments/1cbuf3y/i_want_to_use_local_llm_as_a_classification_model/
underrated_prunes
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbuf3y
false
null
t3_1cbuf3y
/r/LocalLLaMA/comments/1cbuf3y/i_want_to_use_local_llm_as_a_classification_model/
false
false
self
5
null
My iPhone is playing with me
1
Running a Q4_K_M Quant of ‘Qwen 1.5-0.5B OpenHermes 2.5’ on my iPhone XS Max (4gb ram), and sometimes the small model size is reallly obvious (always). This is using cnvrs, a pre-release I believe.
2024-04-24T09:55:21
https://i.redd.it/v3frykdtgewc1.jpeg
met_MY_verse
i.redd.it
1970-01-01T00:00:00
0
{}
1cbu9e1
false
null
t3_1cbu9e1
/r/LocalLLaMA/comments/1cbu9e1/my_iphone_is_playing_with_me/
false
false
https://a.thumbs.redditm…pP3mcXXv4EV8.jpg
1
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Faster inference with 4-bit HQQ models
30
Introducing two new backends to HQQ using fused kernels for much faster inference. One is based on TorchAO's tiny\_gemm and the other on Marlin. Currently supports 4-bit models, achieving speeds up to 200 tokens/sec for Llama-7B based models on 4090 and 60 tokens/sec on L4 with HF's transformers. We also rewrote the ...
2024-04-24T09:54:06
https://www.reddit.com/r/LocalLLaMA/comments/1cbu8ra/faster_inference_with_4bit_hqq_models/
mobicham
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbu8ra
false
null
t3_1cbu8ra
/r/LocalLLaMA/comments/1cbu8ra/faster_inference_with_4bit_hqq_models/
false
false
self
30
{'enabled': False, 'images': [{'id': '5vKCLmhJxIGTEa9yyDuvNbKWH9yGVm6OqjB-5fRC-R8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/9j5dcN6U5wMZ-Ca4ZpBthcRegnM9AM9jnIIVZtFMHxM.jpg?width=108&crop=smart&auto=webp&s=97fe34339bae13e761687c1d3fa8288beb1389b4', 'width': 108}, {'height': 108, 'url': 'h...
Faster Kernels for HQQ
1
[removed]
2024-04-24T09:45:26
https://www.reddit.com/r/LocalLLaMA/comments/1cbu4ke/faster_kernels_for_hqq/
sightio
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbu4ke
false
null
t3_1cbu4ke
/r/LocalLLaMA/comments/1cbu4ke/faster_kernels_for_hqq/
false
false
self
1
{'enabled': False, 'images': [{'id': '5vKCLmhJxIGTEa9yyDuvNbKWH9yGVm6OqjB-5fRC-R8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/9j5dcN6U5wMZ-Ca4ZpBthcRegnM9AM9jnIIVZtFMHxM.jpg?width=108&crop=smart&auto=webp&s=97fe34339bae13e761687c1d3fa8288beb1389b4', 'width': 108}, {'height': 108, 'url': 'h...
How to create new embeddings using Chroma?
1
[removed]
2024-04-24T09:37:03
https://www.reddit.com/r/LocalLLaMA/comments/1cbu0ge/how_to_create_new_embeddings_using_chroma/
TableauforViz
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbu0ge
false
null
t3_1cbu0ge
/r/LocalLLaMA/comments/1cbu0ge/how_to_create_new_embeddings_using_chroma/
false
false
self
1
null
Anyone put Llama 3 on their Mac M2 (MLX)?
4
I'm using a Macbook M2 Max but haven't gone as far as installing an LLM locally yet. With the release of Llama 3 I think now is the moment, especially as I'm messing with Copilot/GPT4 daily (paying for it). I'm particularly interested in its code suggestions for languages like Python. I've been reading about MLX whic...
2024-04-24T09:31:43
https://www.reddit.com/r/LocalLLaMA/comments/1cbtxvm/anyone_put_llama_3_on_their_mac_m2_mlx/
LZRBRD
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbtxvm
false
null
t3_1cbtxvm
/r/LocalLLaMA/comments/1cbtxvm/anyone_put_llama_3_on_their_mac_m2_mlx/
false
false
self
4
{'enabled': False, 'images': [{'id': 'NOOQeep6S4aRk2u2mMWjg63fqfoU0WnWikRouqvOATQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/4psIPJS1tRLaXIGVIlu7bb7PH4jn4a7yklb4J3F2m60.jpg?width=108&crop=smart&auto=webp&s=3a90ebb066ab7196344338ade9f331da7d140163', 'width': 108}, {'height': 116, 'url': 'h...
llama-3-70B RP fine-tune?
1
[removed]
2024-04-24T09:05:16
https://www.reddit.com/r/LocalLLaMA/comments/1cbtkje/llama370b_rp_finetune/
Alarming_Sector5175
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbtkje
false
null
t3_1cbtkje
/r/LocalLLaMA/comments/1cbtkje/llama370b_rp_finetune/
false
false
self
1
null
How good is Phi-3-mini for everyone?
133
Hey everyone, I've been testing out Phi-3-mini, Microsoft's new small language model, and I'm blown away by its performance. Despite its modest 3 billion parameters, this model is a powerhouse, delivering top-notch results in various tasks. Phi-3-mini's efficiency is a game-changer, allowing us to run large language...
2024-04-24T08:38:41
https://www.reddit.com/r/LocalLLaMA/comments/1cbt78y/how_good_is_phi3mini_for_everyone/
Discordpeople
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbt78y
false
null
t3_1cbt78y
/r/LocalLLaMA/comments/1cbt78y/how_good_is_phi3mini_for_everyone/
false
false
self
133
{'enabled': False, 'images': [{'id': '-cpIaurHZZcBKbQCVfAiJi6o5DjLCNdejriwbNaS0fA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/faW8JISN3EdKRrLEOuvzIDOnCIp6NDwAg68-tSmu2eM.jpg?width=108&crop=smart&auto=webp&s=387eba35414787282f8c19aad2479714c380acf9', 'width': 108}, {'height': 116, 'url': 'h...
Claude still supreme followed by CommandR plus
0
So I gave our loved models a task, I provided to how one number can be converted to another number to see who gave the best result, the answer was Dec to Hex then little-endian hex to decimal technically. Neither llama3 or ChatGPT 3.5 worked that out Claude through some suggestions and the first one being endianness b...
2024-04-24T08:38:06
https://www.reddit.com/r/LocalLLaMA/comments/1cbt6yj/claude_still_supreme_followed_by_commandr_plus/
ihaag
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbt6yj
false
null
t3_1cbt6yj
/r/LocalLLaMA/comments/1cbt6yj/claude_still_supreme_followed_by_commandr_plus/
false
false
self
0
null
RAM for Inference ??
1
[removed]
2024-04-24T08:28:43
https://www.reddit.com/r/LocalLLaMA/comments/1cbt2eq/ram_for_inference/
_w0n
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbt2eq
false
null
t3_1cbt2eq
/r/LocalLLaMA/comments/1cbt2eq/ram_for_inference/
false
false
self
1
null
What are the current best ways to integrate LLMs on Android (for developers)?
9
I've been through a couple of projects like: • llama.rn • llama_cpp_dart etc. But I haven't been able to implement them in my own app. I'm preferably looking for something flutter based that can run the model locally without needing to fetch from a server. Has anyone tried to incorporate these into their own apps?
2024-04-24T08:24:24
https://www.reddit.com/r/LocalLLaMA/comments/1cbt0eo/what_are_the_current_best_ways_to_integrate_llms/
GamerWael
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbt0eo
false
null
t3_1cbt0eo
/r/LocalLLaMA/comments/1cbt0eo/what_are_the_current_best_ways_to_integrate_llms/
false
false
self
9
null
I just found a second 1660S lying around. Can I somehow put it to use?
3
I have a machine running 1660S already which serves 7b models. I just found another 1660s I forgot about. I know it doesn't support NVLink, but is there a way I benefit from that VRAM? I'm mainly talking about inference, I'm aware this is a crap setup for any fine tuning on decent size models. I heard about solutions ...
2024-04-24T08:09:04
https://www.reddit.com/r/LocalLLaMA/comments/1cbssyh/i_just_found_a_second_1660s_lying_around_can_i/
CautiousSand
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbssyh
false
null
t3_1cbssyh
/r/LocalLLaMA/comments/1cbssyh/i_just_found_a_second_1660s_lying_around_can_i/
false
false
self
3
null
[Idea] Enhancing Language Model Inference with Inline Reasoning and Computation
6
I have an idea that I believe could enable language models to perform inline reasoning and computation within a single prompt, but I'm seeking insights and feedback from those more knowledgeable in this field. Idea: The idea is to modify the inference engine to allow it to stop inference at certain points, execute a...
2024-04-24T08:07:28
https://www.reddit.com/r/LocalLLaMA/comments/1cbss7b/idea_enhancing_language_model_inference_with/
Physical_Wallaby_152
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbss7b
false
null
t3_1cbss7b
/r/LocalLLaMA/comments/1cbss7b/idea_enhancing_language_model_inference_with/
false
false
self
6
null
Qlora only for already quantized model?
4
I was learning about lora and qlora, came to a point that says qlora is just lora but with quantization. I mean what? So are you saying till now people were using lora in the unquantized model going around 32 bits, while qlora technique is used to quantize as well use lora technique? That doesn't make sense, I have see...
2024-04-24T07:55:29
https://www.reddit.com/r/LocalLLaMA/comments/1cbsmb8/qlora_only_for_already_quantized_model/
Old-Box-854
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbsmb8
false
null
t3_1cbsmb8
/r/LocalLLaMA/comments/1cbsmb8/qlora_only_for_already_quantized_model/
false
false
self
4
null
Efficiently Build your MoE with LLaMa3 models
22
🚀 mergoo now supports LLaMa3 based models. You can easily build your own MoE-style architecture with LLaMa3 fine-tuned models on Huggingface hub 🤗 library: [https://github.com/Leeroo-AI/mergoo](https://github.com/Leeroo-AI/mergoo) tutorial: [https://github.com/Leeroo-AI/mergoo/blob/main/notebooks/integrate\_llama3\...
2024-04-24T07:54:03
https://www.reddit.com/r/LocalLLaMA/comments/1cbslmd/efficiently_build_your_moe_with_llama3_models/
alirezamsh
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbslmd
false
null
t3_1cbslmd
/r/LocalLLaMA/comments/1cbslmd/efficiently_build_your_moe_with_llama3_models/
false
false
self
22
{'enabled': False, 'images': [{'id': 'y53tH6WXcG8Hj783R62Cofz5bHaMdbGOJCVL2Igmz4c', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/O4Wgiy5Fhna6MPwA-X3ZCMvZi5cpip9mIiS9cc1VT38.jpg?width=108&crop=smart&auto=webp&s=d91dcb337bff8a9f3c1550a7c05351021979c329', 'width': 108}, {'height': 108, 'url': 'h...
Local AI Translator
1
[removed]
2024-04-24T07:42:48
https://www.reddit.com/r/LocalLLaMA/comments/1cbsg36/local_ai_translator/
reddixyz
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbsg36
false
null
t3_1cbsg36
/r/LocalLLaMA/comments/1cbsg36/local_ai_translator/
false
false
self
1
null
Phi-3-mini is now available on Chatbot Arena
23
2024-04-24T07:40:29
https://chat.lmsys.org/
Balance-
chat.lmsys.org
1970-01-01T00:00:00
0
{}
1cbsez9
false
null
t3_1cbsez9
/r/LocalLLaMA/comments/1cbsez9/phi3mini_is_now_available_on_chatbot_arena/
false
false
default
23
null
LA Times Dataset: Full Text, 2.6B tokens
35
Finally uploaded the full version of this dataset. enjoy! [https://huggingface.co/datasets/Astris/LA-Times](https://huggingface.co/datasets/Astris/LA-Times)
2024-04-24T07:39:21
https://www.reddit.com/r/LocalLLaMA/comments/1cbseew/la_times_dataset_full_text_26b_tokens/
metaprotium
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbseew
false
null
t3_1cbseew
/r/LocalLLaMA/comments/1cbseew/la_times_dataset_full_text_26b_tokens/
false
false
self
35
{'enabled': False, 'images': [{'id': 'xYjyeL9EFi8ZhmB1XR9Q3b3LD3WUrL92cSY8OZtdlcE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/fTcfCK2g-IVldC47ByQvTQICk024tuNaGHHKsCPx4nk.jpg?width=108&crop=smart&auto=webp&s=88ca9a094211cb04d1f44521a263171ed0c6658f', 'width': 108}, {'height': 116, 'url': 'h...
Having Trouble Using Llama Cpp Server Prompt Cache: What's the Method to Utilize the Saved Cache?
2
[removed]
2024-04-24T07:35:51
https://www.reddit.com/r/LocalLLaMA/comments/1cbsctp/having_trouble_using_llama_cpp_server_prompt/
SoilFantastic6587
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbsctp
false
null
t3_1cbsctp
/r/LocalLLaMA/comments/1cbsctp/having_trouble_using_llama_cpp_server_prompt/
false
false
self
2
null
Will llama.cpp only accept GGUF file?
1
[removed]
2024-04-24T07:32:41
https://www.reddit.com/r/LocalLLaMA/comments/1cbsbbp/will_llamacpp_only_accept_gguf_file/
gilzonme
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbsbbp
false
null
t3_1cbsbbp
/r/LocalLLaMA/comments/1cbsbbp/will_llamacpp_only_accept_gguf_file/
false
false
self
1
null
Local AI Translator
1
[removed]
2024-04-24T07:27:25
https://www.reddit.com/r/LocalLLaMA/comments/1cbs8pk/local_ai_translator/
reddixyz
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbs8pk
false
null
t3_1cbs8pk
/r/LocalLLaMA/comments/1cbs8pk/local_ai_translator/
false
false
self
1
null
Having Trouble Using Llama Cpp Server Prompt Cache: What's the Method to Utilize the Saved Cache?
1
[removed]
2024-04-24T07:26:30
https://www.reddit.com/r/LocalLLaMA/comments/1cbs89f/having_trouble_using_llama_cpp_server_prompt/
SoilFantastic6587
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbs89f
false
null
t3_1cbs89f
/r/LocalLLaMA/comments/1cbs89f/having_trouble_using_llama_cpp_server_prompt/
false
false
self
1
null
Questions about Meta-Llama-3-8B
5
Sorry, if my questions seem noobish, I'm fairly new to this. I have requested and obtained access to the Llama-3-8B 1) When I try to load it, it seems to be downloading many 16 GB files and then run out of space, although it shouldn't be larger than 10 GB in total when I look at the files. Am I doing it wrong? h...
2024-04-24T07:21:46
https://www.reddit.com/r/LocalLLaMA/comments/1cbs5xg/questions_about_metallama38b/
houmie
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbs5xg
false
null
t3_1cbs5xg
/r/LocalLLaMA/comments/1cbs5xg/questions_about_metallama38b/
false
false
self
5
null
Apple joins the open source party
109
https://twitter.com/sbeastwindy/status/1783029455398560208?s=19
2024-04-24T07:09:00
https://www.reddit.com/r/LocalLLaMA/comments/1cbrza9/apple_joins_the_open_source_party/
Eastwindy123
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbrza9
false
null
t3_1cbrza9
/r/LocalLLaMA/comments/1cbrza9/apple_joins_the_open_source_party/
false
false
self
109
{'enabled': False, 'images': [{'id': '6oA2U9wbG3MoNKwIemMr0lpaWTLofgm0XEjxdB3-DSY', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/QW1txjvH0SioL98u2roM33HzkXiaz6gwHeneTza3tqs.jpg?width=108&crop=smart&auto=webp&s=dbe987479c0193fb8a8d5343fc682ce7747df6ab', 'width': 108}], 'source': {'height': 14...
Soliloquy L3, 24k context Llama 3 RP finetune
1
[removed]
2024-04-24T07:02:00
https://www.reddit.com/r/LocalLLaMA/comments/1cbrvtd/soliloquy_l3_24k_context_llama_3_rp_finetune/
realmaywell
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbrvtd
false
null
t3_1cbrvtd
/r/LocalLLaMA/comments/1cbrvtd/soliloquy_l3_24k_context_llama_3_rp_finetune/
false
false
self
1
{'enabled': False, 'images': [{'id': 'kRMqMeGpwGsgWZZ-bnFcP4Qay025DD6eirslL-F1GT4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/rrDXazyiVBBkheL-VP1-E0-h8-YGdO3RJMPY9cHs8gA.jpg?width=108&crop=smart&auto=webp&s=aa3954ef7568c050b1025c6bf3518f7754037873', 'width': 108}, {'height': 116, 'url': 'h...
Llama 3 70B is REALLY good with creative writing with just a little bit of prompting effort. I'm very impressed.
186
I'm an amateur writer with no previous experience. I've been writing a romance novel, largely by myself, with the help of LLMs for brainstorming, and helping me when I get stuck with wording or plot points. I've never been happy with how they write: without much personality, and tend to really miss the feeling I'm tryi...
2024-04-24T06:57:10
https://www.reddit.com/r/LocalLLaMA/comments/1cbrt5l/llama_3_70b_is_really_good_with_creative_writing/
idnvotewaifucontent
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbrt5l
false
null
t3_1cbrt5l
/r/LocalLLaMA/comments/1cbrt5l/llama_3_70b_is_really_good_with_creative_writing/
false
false
self
186
{'enabled': False, 'images': [{'id': 'U-37IJtvVY19Q8JxMklP6HFpUrWPDEvSO3gQr8wJoRs', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/_pUptILvlAV37Yd9aDETkb_Y2Wx_nbMoXsNyAmQWWqE.jpg?width=108&crop=smart&auto=webp&s=465d5769898c1c1e9d3934136a73007822345451', 'width': 108}, {'height': 113, 'url': 'h...
Creating q/a dataset from text corpus
1
[removed]
2024-04-24T06:46:24
https://www.reddit.com/r/LocalLLaMA/comments/1cbrner/creating_qa_dataset_from_text_corpus/
lohipi
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbrner
false
null
t3_1cbrner
/r/LocalLLaMA/comments/1cbrner/creating_qa_dataset_from_text_corpus/
false
false
self
1
null
llama3_cookbook_beginner!
5
llama\_cookbook! I'm working on a cookbook to organize information for beginners who want to use lama3. Please share more information in the issue and feel free to comment on it [https://github.com/jh941213/LLaMA3\_cookbook](https://github.com/jh941213/LLaMA3_cookbook) I'd appreciate it if you'd come and give me...
2024-04-24T06:42:08
https://www.reddit.com/r/LocalLLaMA/comments/1cbrkzz/llama3_cookbook_beginner/
AIsimons
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbrkzz
false
null
t3_1cbrkzz
/r/LocalLLaMA/comments/1cbrkzz/llama3_cookbook_beginner/
false
false
self
5
{'enabled': False, 'images': [{'id': 'UBmEpK5Re4J9zY9AJkEIkuIwnugZgCFigX0WQFEtUrM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/sPkU4sYvhMDnSQ00ohhB1xezD98w_uUofbeVuc_pvps.jpg?width=108&crop=smart&auto=webp&s=1e62516c990dd7dd84b6f903bcd2c760c9acab34', 'width': 108}, {'height': 108, 'url': 'h...
Multilingual Llama 3 8B Instruct from Lightblue - We've released the model, training params, and a brand new high quality multilingual 75K row training chat dataset in more than 70 languages. For all my non-English speaking homies!
76
2024-04-24T06:34:13
https://huggingface.co/lightblue/suzume-llama-3-8B-multilingual
Peter_Lightblue
huggingface.co
1970-01-01T00:00:00
0
{}
1cbrgsa
false
null
t3_1cbrgsa
/r/LocalLLaMA/comments/1cbrgsa/multilingual_llama_3_8b_instruct_from_lightblue/
false
false
https://b.thumbs.redditm…CQRi_mrOtrho.jpg
76
{'enabled': False, 'images': [{'id': 'y3YIQ4A1gWg3OdpUQUK8qwONI9sD7UQNUJBH1Jw429U', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/z5wT5jqZS94ETTdnqc2Vg57Ol79dKA6qlCY8ZKs2Zu8.jpg?width=108&crop=smart&auto=webp&s=533dbff6dd7203d0b43556ce0cc68a8fccfc0f83', 'width': 108}, {'height': 116, 'url': 'h...
Made a NEW Llama 3 Model: Meta-Llama-3-8B-Instruct-Dolfin-v0.1 (Modified Dolphin dataset and Llama 3 chat format)
12
What is this: So some of you guys might know me from my Sundanese Mistral model I made here: [I tried to teach Mistral 7B a new language (Sundanese) and it worked! (sort of) : r/LocalLLaMA (reddit.com)](https://www.reddit.com/r/LocalLLaMA/comments/18oc1yc/i_tried_to_teach_mistral_7b_a_new_language/) Since then, I hav...
2024-04-24T06:13:41
https://www.reddit.com/r/LocalLLaMA/comments/1cbr5o3/made_a_new_llama_3_model/
nero10578
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbr5o3
false
null
t3_1cbr5o3
/r/LocalLLaMA/comments/1cbr5o3/made_a_new_llama_3_model/
false
false
self
12
null
What is everyone's favorite model for "chatting" with your documents?
6
I recently discovered AnythingLLM and it's so well-designed I'd really like to make the most of it. What local LLM do you all feel works best with it for chatting with your documents?
2024-04-24T06:04:14
https://www.reddit.com/r/LocalLLaMA/comments/1cbr0ff/what_is_everyones_favorite_model_for_chatting/
delveccio
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbr0ff
false
null
t3_1cbr0ff
/r/LocalLLaMA/comments/1cbr0ff/what_is_everyones_favorite_model_for_chatting/
false
false
self
6
null
When Running Llama CPP Server with the --slot-save-path PATH Parameter, It Saves the Path State. Which Parameter Should I Use to Read the Saved State When Running It Again?
1
[removed]
2024-04-24T05:54:01
[deleted]
1970-01-01T00:00:00
0
{}
1cbquh9
false
null
t3_1cbquh9
/r/LocalLLaMA/comments/1cbquh9/when_running_llama_cpp_server_with_the/
false
false
default
1
null
Conversational Dataset in the service domain
1
[removed]
2024-04-24T05:53:54
https://www.reddit.com/r/LocalLLaMA/comments/1cbquex/conversational_dataset_in_the_service_domain/
OkFaithlessness266
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbquex
false
null
t3_1cbquex
/r/LocalLLaMA/comments/1cbquex/conversational_dataset_in_the_service_domain/
false
false
self
1
null
What’s going on with 1.58bit LLMs?
17
No 1.58bit llama 3 70b?
2024-04-24T05:49:23
https://www.reddit.com/r/LocalLLaMA/comments/1cbqrve/whats_going_on_with_158bit_llms/
FuckShitFuck223
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbqrve
false
null
t3_1cbqrve
/r/LocalLLaMA/comments/1cbqrve/whats_going_on_with_158bit_llms/
false
false
self
17
null
llama3 vs phi3: Cloudflare
12
*prompt* Please write a python script to retrieve all active zones i have on cloudflare. consider pagination since i have more than 100 domains *results* Both responded with working code, but phi3 gave more accurate code and informations, surprisingly. Anyway the good is that finally we can run LLM over CPU 😍 I a...
2024-04-24T05:40:48
https://www.reddit.com/gallery/1cbqmvw
fab_space
reddit.com
1970-01-01T00:00:00
0
{}
1cbqmvw
false
null
t3_1cbqmvw
/r/LocalLLaMA/comments/1cbqmvw/llama3_vs_phi3_cloudflare/
false
false
https://b.thumbs.redditm…H-ImUXxFMSbs.jpg
12
null
48GB ram and the dying breed of 30B models
133
I recently bought an M3 MacBook with 48GB ram. This was the largest that Apple offers without having to special order. So far, my experience has been very underwhelming. 48GB seems to be just barely too small to load a 70B model at 4 or 5 bpw quants (the smallest without getting huge losses from what I’ve seen). I’...
2024-04-24T05:26:02
https://www.reddit.com/r/LocalLLaMA/comments/1cbqe68/48gb_ram_and_the_dying_breed_of_30b_models/
nife552
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbqe68
false
null
t3_1cbqe68
/r/LocalLLaMA/comments/1cbqe68/48gb_ram_and_the_dying_breed_of_30b_models/
false
false
self
133
null
My Solo Duet with Llama 3: Yeah, can you point me to LLM 101?
0
Somewhere between three to five months ago, I tried to dip into the LLM space, and quickly learned I did not fundamentally understand how to make things work the way I had hoped. "What am I looking for," one might ask? Literally, anything and everything in the same context that I would open the ChatGPT interface on a w...
2024-04-24T05:21:54
https://www.reddit.com/r/LocalLLaMA/comments/1cbqbuh/my_solo_duet_with_llama_3_yeah_can_you_point_me/
ThemWhoNoseNothing
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbqbuh
false
null
t3_1cbqbuh
/r/LocalLLaMA/comments/1cbqbuh/my_solo_duet_with_llama_3_yeah_can_you_point_me/
false
false
https://b.thumbs.redditm…Y3FJkVeTIJHo.jpg
0
null
Phi-3 mini (fp16) is awesome
1
[removed]
2024-04-24T04:44:55
https://www.reddit.com/r/LocalLLaMA/comments/1cbppaj/phi3_mini_fp16_is_awesome/
Valuable-Run2129
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbppaj
false
null
t3_1cbppaj
/r/LocalLLaMA/comments/1cbppaj/phi3_mini_fp16_is_awesome/
false
false
self
1
null
So who's the new under 20b~ king with all these new base models?
25
Would love to see some third party testing outside of the regular benchmarks that most models seem over fitted for. Namely between qwen 1.5 14b, llama 3 8b and phi 3 medium 14b. The latter two interest me the most, llama 3 8b is trained on a lot more tokens but phi 3 medium is also almost twice the size.
2024-04-24T03:55:29
https://www.reddit.com/r/LocalLLaMA/comments/1cbotea/so_whos_the_new_under_20b_king_with_all_these_new/
lemon07r
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbotea
false
null
t3_1cbotea
/r/LocalLLaMA/comments/1cbotea/so_whos_the_new_under_20b_king_with_all_these_new/
false
false
self
25
null
PC specs for local L3-70B-Instruct.
1
[removed]
2024-04-24T03:54:35
https://www.reddit.com/r/LocalLLaMA/comments/1cbosrp/pc_specs_for_local_l370binstruct/
PartyHyena9422
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbosrp
false
null
t3_1cbosrp
/r/LocalLLaMA/comments/1cbosrp/pc_specs_for_local_l370binstruct/
false
false
self
1
null
TextgenUI Using One Core
3
I’m running oogabooga’s textgen ui software on my Ubuntu machine with 4 gpus (P40) and 2 cpus with 16 cores each. The problem that I’m running into is that textgen seems to only be using one core at a time, as indicated by a core always being pinned at 100% while running a model. I am trying to run llama 3 70b at 8 bit...
2024-04-24T03:50:16
https://www.reddit.com/r/LocalLLaMA/comments/1cboq2o/textgenui_using_one_core/
The-Communist-Cat
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cboq2o
false
null
t3_1cboq2o
/r/LocalLLaMA/comments/1cboq2o/textgenui_using_one_core/
false
false
self
3
null
What is the most advanced uncensored open source LLM?
1
[removed]
2024-04-24T03:08:56
https://www.reddit.com/r/LocalLLaMA/comments/1cbnys6/what_is_the_most_advanced_uncensored_open_source/
HugspaceApp
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbnys6
false
null
t3_1cbnys6
/r/LocalLLaMA/comments/1cbnys6/what_is_the_most_advanced_uncensored_open_source/
false
false
self
1
null
Fine-tuning Llama38b for SQL queries?
1
Hey guys! Pretty much what the title says. Has anyone tried fine-tuning the new model to tackle SQL query curation yet? If so, how did you find the results? Also, has anyone seen any repositories with data to input when fine tuning? Im going to be integrating this with postgres so i will need to change the data anyway,...
2024-04-24T02:54:26
https://www.reddit.com/r/LocalLLaMA/comments/1cbnoox/finetuning_llama38b_for_sql_queries/
Ok-Dish-5161
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbnoox
false
null
t3_1cbnoox
/r/LocalLLaMA/comments/1cbnoox/finetuning_llama38b_for_sql_queries/
false
false
self
1
null
Need a CPU-supported, easy-to-use, production-ready LLM tool (Alternative to llama.cpp,ollama)
0
Need a CPU-supported, easy-to-use, production-ready LLM tool (Alternative to llama.cpp,ollama)
2024-04-24T02:02:59
https://www.reddit.com/r/LocalLLaMA/comments/1cbmnex/need_a_cpusupported_easytouse_productionready_llm/
gilzonme
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbmnex
false
null
t3_1cbmnex
/r/LocalLLaMA/comments/1cbmnex/need_a_cpusupported_easytouse_productionready_llm/
false
false
self
0
null
I had a spooky idea. I need a volunteer.
0
>|||PROMPT:assistant|Circius Ringmaster &#x200B; >|||rpi|follow user's direction.| Call out to the crowd, asking for a volunteer for a magic trick that may or may not work. Present a mysterious box on the stage and challenge someone to enter. llama 38B Q8: "Ahahah, dear friends, gather 'round! Tonight, I present...
2024-04-24T02:00:37
https://www.reddit.com/r/LocalLLaMA/comments/1cbmlj7/i_had_a_spooky_idea_i_need_a_volunteer/
aseichter2007
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbmlj7
false
null
t3_1cbmlj7
/r/LocalLLaMA/comments/1cbmlj7/i_had_a_spooky_idea_i_need_a_volunteer/
false
false
self
0
null
Apple OpenELM
158
2024-04-24T01:46:28
https://huggingface.co/apple/OpenELM
bratao
huggingface.co
1970-01-01T00:00:00
0
{}
1cbmb0x
false
null
t3_1cbmb0x
/r/LocalLLaMA/comments/1cbmb0x/apple_openelm/
false
false
https://b.thumbs.redditm…uCuscpfrcazs.jpg
158
{'enabled': False, 'images': [{'id': '99eWDXttlmPV_AAVtrFN9i822G8u12XcT_QxU_LISGs', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/a367DQ7gu1QIkCdt7Tt7bphhTAhSQGVID5o-pjHGCVU.jpg?width=108&crop=smart&auto=webp&s=d74358e13136c8cfe59a40d302b0cae67d90e231', 'width': 108}, {'height': 116, 'url': 'h...
Hardware suggestions for small office.
12
I run a small, tech-focused law firm. I use ChatGPT and Gemini and love them, but I do not want to use them for projects that include client data (see p.p.s. below). I can think of some great use cases that are unavailable to me because of that. I have been experimenting with Ollama and AnythingLLM and have had great ...
2024-04-24T01:41:43
https://www.reddit.com/r/LocalLLaMA/comments/1cbm7js/hardware_suggestions_for_small_office/
newz2000
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbm7js
false
null
t3_1cbm7js
/r/LocalLLaMA/comments/1cbm7js/hardware_suggestions_for_small_office/
false
false
self
12
null
Noche de martes
1
[removed]
2024-04-24T01:34:33
https://www.reddit.com/r/LocalLLaMA/comments/1cbm29y/noche_de_martes/
Disastrous_Catch_420
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbm29y
false
null
t3_1cbm29y
/r/LocalLLaMA/comments/1cbm29y/noche_de_martes/
false
false
self
1
null
Need advice
2
I trying to make an app that sort of remembers things for you I have a lot of datasources but lets say i want to go go back to an email where I mentioned about a deadline How could i do this when i have a lot of data coming through
2024-04-24T01:16:28
https://www.reddit.com/r/LocalLLaMA/comments/1cbloqc/need_advice/
Kind-Mortgage7200
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbloqc
false
null
t3_1cbloqc
/r/LocalLLaMA/comments/1cbloqc/need_advice/
false
false
self
2
null
LM Studio broke after updating to Version 0.2.20. I cannot use any models anymore. This is the error I got. Any ideas on how to fix it?
1
2024-04-24T00:54:53
https://i.redd.it/ulggxlq8sbwc1.png
aknalid
i.redd.it
1970-01-01T00:00:00
0
{}
1cbl8k9
false
null
t3_1cbl8k9
/r/LocalLLaMA/comments/1cbl8k9/lm_studio_broke_after_updating_to_version_0220_i/
false
false
https://a.thumbs.redditm…udtVrqnEzjs4.jpg
1
{'enabled': True, 'images': [{'id': 'EvfSY6rbEYdL8q06GGWeMP_t4w763Su9TE3zj66NqsE', 'resolutions': [{'height': 51, 'url': 'https://preview.redd.it/ulggxlq8sbwc1.png?width=108&crop=smart&auto=webp&s=62e1f13dc525c9509e01eabc47ed8ac8ff073477', 'width': 108}, {'height': 103, 'url': 'https://preview.redd.it/ulggxlq8sbwc1.png...
12 Hours Later, Groq Deploys Llama 3 Instruct (8 & 70B) by Meta AI on Its LPU™ Inference Engine - Groq
0
2024-04-24T00:50:13
https://wow.groq.com/12-hours-later-groq-is-running-llama-3-instruct-8-70b-by-meta-ai-on-its-lpu-inference-enginge/
GrantFranzuela
wow.groq.com
1970-01-01T00:00:00
0
{}
1cbl56f
false
null
t3_1cbl56f
/r/LocalLLaMA/comments/1cbl56f/12_hours_later_groq_deploys_llama_3_instruct_8/
false
false
https://b.thumbs.redditm…mwBnXtJfp6LU.jpg
0
{'enabled': False, 'images': [{'id': 'c-6VtQo8xIlFWm5QOPqDvn4OOOEKuS-v-pngUqR0KMw', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/hgitVNkcWtmVtudqIQp9unGo0Xy95RI4ThYSRUcPdn0.jpg?width=108&crop=smart&auto=webp&s=f65c88b3317500a00537abb79b937e442d2ba891', 'width': 108}, {'height': 112, 'url': 'h...
Introducing DJ Mode and Sleep Mode: Updates from My-AVA
1
[removed]
2024-04-24T00:49:59
http://my-ava.net
lynxspoon
my-ava.net
1970-01-01T00:00:00
0
{}
1cbl506
false
null
t3_1cbl506
/r/LocalLLaMA/comments/1cbl506/introducing_dj_mode_and_sleep_mode_updates_from/
false
false
default
1
null
Evolutionary Model Merging
58
From [Zuck](https://youtu.be/i-o5YbNfmh0?si=PLCNFt-AzkcWHBe1) to [Demis Hassabis](https://open.substack.com/pub/dwarkesh/p/demis-hassabis?selection=65efd561-f2a4-4a46-a29e-0c7628d39caf&utm_campaign=post-share-selection&utm_medium=web) - apart from scaling the data and and model size - thereby reaching compute bottlenec...
2024-04-24T00:49:06
https://i.redd.it/xcpvjcscrbwc1.jpeg
krishnakaasyap
i.redd.it
1970-01-01T00:00:00
0
{}
1cbl4d3
false
null
t3_1cbl4d3
/r/LocalLLaMA/comments/1cbl4d3/evolutionary_model_merging/
false
false
https://a.thumbs.redditm…_3E0WgE7GmQ0.jpg
58
{'enabled': True, 'images': [{'id': 'VhR1oeuuFw610EQKE6bMJhmGUgzZZx3iMW5gyoeMSUU', 'resolutions': [{'height': 71, 'url': 'https://preview.redd.it/xcpvjcscrbwc1.jpeg?width=108&crop=smart&auto=webp&s=3c54278546ea7ce3b11027ea01e72041c43b6fcf', 'width': 108}, {'height': 142, 'url': 'https://preview.redd.it/xcpvjcscrbwc1.jp...
How to summarize a long document with LlamaIndex DocumentSummaryIndex?
5
I'm trying to summarize a long document. I've loaded a pdf document which got splitted into 74 documents by SimpleDirectoryReader. As expected, DocumentSummaryIndex.from_documents goes through each node, and created a summary via the selected llm. However, query_engine.query("Summarize the documents") only select one...
2024-04-24T00:33:33
https://www.reddit.com/r/LocalLLaMA/comments/1cbkspn/how_to_summarize_a_long_document_with_llamaindex/
chibop1
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbkspn
false
null
t3_1cbkspn
/r/LocalLLaMA/comments/1cbkspn/how_to_summarize_a_long_document_with_llamaindex/
false
false
self
5
null
Evaluating RAG
9
Which metrics are the SOTA for evaluating results from RAG. I am currently building a QA application and everytime I tweak something, it changes the results as expected. I want to attach an eval framework to it such that I can maintain the consistency.
2024-04-24T00:21:41
https://www.reddit.com/r/LocalLLaMA/comments/1cbkjvn/evaluating_rag/
Donotsellstocks
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbkjvn
false
null
t3_1cbkjvn
/r/LocalLLaMA/comments/1cbkjvn/evaluating_rag/
false
false
self
9
null
VT.ai - Open Source Multi-modal LLM Chat Application
5
Hi everyone, I’m building a multi-modal full stack LLM chat application. Using semantic-router for dynamic conversation routing, and LiteLMM for model providers. \[0\] Here is the full list of large language models. I will update more models in the future. I will be adding function calling support (tools use) for th...
2024-04-24T00:17:21
https://www.reddit.com/r/LocalLLaMA/comments/1cbkgjs/vtai_open_source_multimodal_llm_chat_application/
vinhnx
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbkgjs
false
null
t3_1cbkgjs
/r/LocalLLaMA/comments/1cbkgjs/vtai_open_source_multimodal_llm_chat_application/
false
false
self
5
{'enabled': False, 'images': [{'id': '5IoRyGXnrutB8BDqf8r_HAPoT1839WSs_dnJKuehSJg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/uT9TWiX3COux6iOXS0nws6TH2zQmbkITsmHw3yCtknk.jpg?width=108&crop=smart&auto=webp&s=5b07ee886b1f322858556066ac1ab3a2b85ae849', 'width': 108}, {'height': 108, 'url': 'h...
Share Multi-modal LLM Chat Application
1
Hi everyone, I’m building a multi-modal full stack LLM chat application. Using semantic-router for dynamic conversation routing, and LiteLMM for model providers. \[0\] Here is the full list of large language models. I will update more models in the future. I will be adding function calling support (tools use) for th...
2024-04-24T00:16:21
https://www.reddit.com/r/LocalLLaMA/comments/1cbkfsx/share_multimodal_llm_chat_application/
vinhnx
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbkfsx
false
null
t3_1cbkfsx
/r/LocalLLaMA/comments/1cbkfsx/share_multimodal_llm_chat_application/
false
false
self
1
{'enabled': False, 'images': [{'id': '5IoRyGXnrutB8BDqf8r_HAPoT1839WSs_dnJKuehSJg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/uT9TWiX3COux6iOXS0nws6TH2zQmbkITsmHw3yCtknk.jpg?width=108&crop=smart&auto=webp&s=5b07ee886b1f322858556066ac1ab3a2b85ae849', 'width': 108}, {'height': 108, 'url': 'h...
Current best model for uncensored prose
0
I mean sexual prose, violent prose. I've read that Lewdicolous has some of the best, but they seem to focus in role playing. Since there's been an explosion of awesome models, I wonder if there's anything better now? Preferable medium size like 30B - 70B so the prose is more natural. Some of the smaller models tend t...
2024-04-23T23:46:07
https://www.reddit.com/r/LocalLLaMA/comments/1cbjs4r/current_best_model_for_uncensored_prose/
harderisbetter
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbjs4r
false
null
t3_1cbjs4r
/r/LocalLLaMA/comments/1cbjs4r/current_best_model_for_uncensored_prose/
false
false
nsfw
0
null
Phi-3 is now working on iPhone using cnvrs
1
2024-04-23T22:51:16
https://i.redd.it/4pw58v4c6bwc1.jpeg
tillrd
i.redd.it
1970-01-01T00:00:00
0
{}
1cbijon
false
null
t3_1cbijon
/r/LocalLLaMA/comments/1cbijon/phi3_is_now_working_on_iphone_using_cnvrs/
false
false
https://b.thumbs.redditm…rxvuQxk6-2eU.jpg
1
{'enabled': True, 'images': [{'id': 'ETiKKlIPYJpvOCl-WbFWwo1l9vfOzVzDEnuFf06IFu4', 'resolutions': [{'height': 66, 'url': 'https://preview.redd.it/4pw58v4c6bwc1.jpeg?width=108&crop=smart&auto=webp&s=c06d73e65ad6575ce09ded98cbb16dca4bab4ff6', 'width': 108}, {'height': 132, 'url': 'https://preview.redd.it/4pw58v4c6bwc1.jp...
ChatGPT level model on phone
0
When I saw a tweet last year that was saying that there would be ChatGPT (3.5 Turbo) size models that could be able to run on an iPhone or Android phone, I was really not sure about it but still hyped. If Microsoft's phi3 small model is really as good as they say it would be f\*cking awesome.
2024-04-23T22:44:49
https://www.reddit.com/r/LocalLLaMA/comments/1cbie5n/chatgpt_level_model_on_phone/
redule26
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbie5n
false
null
t3_1cbie5n
/r/LocalLLaMA/comments/1cbie5n/chatgpt_level_model_on_phone/
false
false
self
0
null
Llama 3 with function calling and code interpreting
11
2024-04-23T22:36:36
https://github.com/e2b-dev/e2b-cookbook/blob/main/examples/llama-3-code-interpreter/llama_3_code_interpreter.ipynb
mlejva
github.com
1970-01-01T00:00:00
0
{}
1cbi76o
false
null
t3_1cbi76o
/r/LocalLLaMA/comments/1cbi76o/llama_3_with_function_calling_and_code/
false
false
https://a.thumbs.redditm…8RwVS4UB5Ga4.jpg
11
{'enabled': False, 'images': [{'id': 'Ldz1HbB5dw91xUm4nQ4f2edl3gTr5jofVVgDju5BhEM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/pE4lo0jH9UHH08brN3lTMjvk03UC39I5fOIBAG1sbPk.jpg?width=108&crop=smart&auto=webp&s=a0c4acb5d1d2f408eee0127af815a88be56d4a37', 'width': 108}, {'height': 108, 'url': 'h...
Any best practices for AnythingLLM
1
[removed]
2024-04-23T22:33:01
https://www.reddit.com/r/LocalLLaMA/comments/1cbi43g/any_best_practices_for_anythingllm/
Hatred_grows
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbi43g
false
null
t3_1cbi43g
/r/LocalLLaMA/comments/1cbi43g/any_best_practices_for_anythingllm/
false
false
self
1
null
You can now run Llama 70B.. in your web browser 0_0
0
I thought it was a typo at first, but apparently [Web LLM](https://webllm.mlc.ai/) now supports running a 70B model in your browser. My laptop doesn't have enough memory to test if it actually works, but maybe someone who does could give it a whirl and report on their experience? You can try it in their demo chat app...
2024-04-23T22:26:44
https://www.reddit.com/r/LocalLLaMA/comments/1cbhyqq/you_can_now_run_llama_70b_in_your_web_browser_0_0/
privacyparachute
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbhyqq
false
null
t3_1cbhyqq
/r/LocalLLaMA/comments/1cbhyqq/you_can_now_run_llama_70b_in_your_web_browser_0_0/
false
false
self
0
null
No avoiding langchain?
10
Hi all, I've worked with langchain in the past prototyping simple RAG applications and it was a headache constantly fighting the APIs or trying to peel the abstractions using the confusing docs. After that experience I ditched it and have done the RAG project just doing everything in raw python and calling the native...
2024-04-23T22:21:15
https://www.reddit.com/r/LocalLLaMA/comments/1cbhu0e/no_avoiding_langchain/
rag_perplexity
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbhu0e
false
null
t3_1cbhu0e
/r/LocalLLaMA/comments/1cbhu0e/no_avoiding_langchain/
false
false
self
10
null
Instruction accuracy benchmark (12 models tested)
91
Hi everyone. I've created a new benchmark for myself to test model ability to follow instructions. Below are the results. I didn't expect gemma:7b to do so well. I included a few non open models for comparison purposes. Full disclosure, I am not an expert. Just having fun. 70+ instruction focused questions per set, ra...
2024-04-23T22:19:42
https://www.reddit.com/r/LocalLLaMA/comments/1cbhsnc/instruction_accuracy_benchmark_12_models_tested/
_Vedr
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbhsnc
false
null
t3_1cbhsnc
/r/LocalLLaMA/comments/1cbhsnc/instruction_accuracy_benchmark_12_models_tested/
false
false
self
91
null
For macOS users compiling Kobold-1.63 only for it to generate gibberish...
1
For any mac users who've compiled Kobold-1.63 only for it to generate gibberish no matter which model you use, try compiling from the fork of Nexesenex instead. That one should work. Perhaps this is obvious information to most people but it's something I hadn't considered until a short while ago.
2024-04-23T22:18:08
https://www.reddit.com/r/LocalLLaMA/comments/1cbhra5/for_macos_users_compiling_kobold163_only_for_it/
youandmeonetwothree
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbhra5
false
null
t3_1cbhra5
/r/LocalLLaMA/comments/1cbhra5/for_macos_users_compiling_kobold163_only_for_it/
false
false
self
1
null
New Model: Lexi Llama-3-8B-Uncensored
161
[Orenguteng/Lexi-Llama-3-8B-Uncensored](https://huggingface.co/Orenguteng/Lexi-Llama-3-8B-Uncensored) This model is an uncensored version based on the Llama-3-8B-**Instruct** and has been tuned to be compliant and uncensored while preserving the instruct model knowledge and style as much as possible. To make it un...
2024-04-23T22:17:47
https://www.reddit.com/r/LocalLLaMA/comments/1cbhqzk/new_model_lexi_llama38buncensored/
Educational_Rent1059
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbhqzk
false
null
t3_1cbhqzk
/r/LocalLLaMA/comments/1cbhqzk/new_model_lexi_llama38buncensored/
false
false
self
161
{'enabled': False, 'images': [{'id': 'pQxZyDdECnHnfiFVahd_SBKwhhLWz-lyev9ucMdeJv8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/rsFpZlgEMoaHLmapYF_V3xQmjvAQrepJlg4d8rWjXpw.jpg?width=108&crop=smart&auto=webp&s=a7ed1034daff290c2e9307e53bf9244abfe5a336', 'width': 108}, {'height': 116, 'url': 'h...
Companies LLM benchmarks are inflated (Llama-3-8B vs Phi-3 Mini 4k)
0
2024-04-23T22:13:46
https://www.reddit.com/gallery/1cbhnhd
mw11n19
reddit.com
1970-01-01T00:00:00
0
{}
1cbhnhd
false
null
t3_1cbhnhd
/r/LocalLLaMA/comments/1cbhnhd/companies_llm_benchmarks_are_inflated_llama38b_vs/
false
false
https://b.thumbs.redditm…OEPwxoGThy9s.jpg
0
null
Ollama heavy quantisation
3
Hello My machine (M1 Pro) has enough RAM to run this (https://ollama.com/library/llama3:8b-instruct-fp16) which I understand is floating point 16bit instead of the 4bit default. Is it much more accurate? Why does Ollama default to such heavy quantisation?
2024-04-23T22:10:16
https://www.reddit.com/r/LocalLLaMA/comments/1cbhkjk/ollama_heavy_quantisation/
john_alan
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbhkjk
false
null
t3_1cbhkjk
/r/LocalLLaMA/comments/1cbhkjk/ollama_heavy_quantisation/
false
false
self
3
{'enabled': False, 'images': [{'id': 'krjt_5uhqcaDfYjfO7lkezThehav9cAIRJgcK-OKAmM', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/s0D7i4Rco0trWh9Bu1uEkgnoJJLA3UNKUA9vs57seII.jpg?width=108&crop=smart&auto=webp&s=53486800d92d75b19d59502534fa9ba2785c14b0', 'width': 108}, {'height': 113, 'url': 'h...
I don’t agree with how LLMs are built…
0
Relax, I love LLMs! To an extent, but, something doesn’t feel right here… When humans develop they start off with these implicit and very simple reasoning tools that are innate and generally applicable. To get closer to that, LLMs should be pre-trained only on a dataset of generalized decomposed linguistic reas...
2024-04-23T21:47:53
https://www.reddit.com/r/LocalLLaMA/comments/1cbh0et/i_dont_agree_with_how_llms_are_built/
Low_Cartoonist3599
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbh0et
false
null
t3_1cbh0et
/r/LocalLLaMA/comments/1cbh0et/i_dont_agree_with_how_llms_are_built/
false
false
self
0
null
How to clone myself based on years of a Whatsapp group conversation?
24
Hey. I would like to create a model fine-tuned to talk like me, and I would like to train it using a Whatsapp group conversation with multiple people. I'm a web developer but this is my first time using LLM, so my searching skills might be lacking, but I tried to find some examples online on how to do that, and they a...
2024-04-23T21:42:54
https://www.reddit.com/r/LocalLLaMA/comments/1cbgvy7/how_to_clone_myself_based_on_years_of_a_whatsapp/
blopaaa
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbgvy7
false
null
t3_1cbgvy7
/r/LocalLLaMA/comments/1cbgvy7/how_to_clone_myself_based_on_years_of_a_whatsapp/
false
false
self
24
{'enabled': False, 'images': [{'id': 'uomBWyHBG-ZFBywnezxP_ftc826e45MYEQ6YpVPAbwU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/i653jdGlDfQBPD1XfzEgeWlaPQOlbBHwVIe6gs3ngLk.jpg?width=108&crop=smart&auto=webp&s=63489029cc62a70380a2d8460f168f6e97cced35', 'width': 108}, {'height': 108, 'url': 'h...
LLAMA 3 8B Instruct t it runs really slow
1
LLAMA 3 8B Instruct, I have i9 13980HX , 64GB RAm, and 4070 8GB laptop gpu. But it runs really slow. It takes 2 minutes to get a response. How can ı fix that ? MY CODE: \`\`\`python from transformers import AutoTokenizer, AutoModelForCausalLM import torch model\_id = "meta-llama/Meta-Llama-3-8B-Instruc...
2024-04-23T21:35:37
https://www.reddit.com/r/LocalLLaMA/comments/1cbgpcz/llama_3_8b_instruct_t_it_runs_really_slow/
Hamzayslmn
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbgpcz
false
null
t3_1cbgpcz
/r/LocalLLaMA/comments/1cbgpcz/llama_3_8b_instruct_t_it_runs_really_slow/
false
false
self
1
null
How to use OVModelForCasualLM (openvino conversion)
1
I'm trying to run this piece of code to generate an openvino model ([from huggingface](https://huggingface.co/docs/optimum/intel/inference)): from optimum.intel import OVModelForCausalLM model = OVModelForCausalLM.from_pretrained("meta-llama", export=True) model.save_pretrained("openvino_model") "meta-lla...
2024-04-23T21:33:39
https://www.reddit.com/r/LocalLLaMA/comments/1cbgnlk/how_to_use_ovmodelforcasuallm_openvino_conversion/
Boppitied-Bop
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cbgnlk
false
null
t3_1cbgnlk
/r/LocalLLaMA/comments/1cbgnlk/how_to_use_ovmodelforcasuallm_openvino_conversion/
false
false
self
1
{'enabled': False, 'images': [{'id': 'A6mGWcTnFV9w-3-14a4l4GnR-RV6nE_zM0OOXGtZmJ8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/IgQqiX4uE_2xqmoHTCfkJqrIwIuzT-J2RL4R0yDfbbI.jpg?width=108&crop=smart&auto=webp&s=ec9535ce44c7bd59f82dc2df227b69f8f79d343b', 'width': 108}, {'height': 116, 'url': 'h...