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How the division between system, user and bot messages is implemented under the hood in LLaMA 3?
6
As far as I know, most basic transformers take a single array of input tokens as an input and return one token as an output. On the other hand, [Groq API](https://console.groq.com/docs/text-chat) and usage example of [LLaMA 3](https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct) shows that I should give it such...
2024-05-08T13:46:32
https://www.reddit.com/r/LocalLLaMA/comments/1cn4yff/how_the_division_between_system_user_and_bot/
Piotrek1
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cn4yff
false
null
t3_1cn4yff
/r/LocalLLaMA/comments/1cn4yff/how_the_division_between_system_user_and_bot/
false
false
self
6
null
Ideal System With Large Budget? How many 4090s?
1
[removed]
2024-05-08T13:42:44
https://www.reddit.com/r/LocalLLaMA/comments/1cn4vlb/ideal_system_with_large_budget_how_many_4090s/
Primary_Damage_8029
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cn4vlb
false
null
t3_1cn4vlb
/r/LocalLLaMA/comments/1cn4vlb/ideal_system_with_large_budget_how_many_4090s/
false
false
self
1
null
Meta's multi-token prediction
66
https://venturebeat.com/ai/metas-new-multi-token-prediction-makes-ai-models-up-to-3x-faster/ The article website is kind of cancer, but the idea seems genius. Wouldn't moving from single-token prediction to multi-token prediction effectively turn transformers from "word-predicting machines" to "concept predicting mach...
2024-05-08T13:34:57
https://www.reddit.com/r/LocalLLaMA/comments/1cn4pkb/metas_multitoken_prediction/
False_Grit
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cn4pkb
false
null
t3_1cn4pkb
/r/LocalLLaMA/comments/1cn4pkb/metas_multitoken_prediction/
false
false
self
66
{'enabled': False, 'images': [{'id': 'SAKAWB3-waoyc0iuof916mrwxGiiqW7NmEss3pt1GDs', 'resolutions': [{'height': 61, 'url': 'https://external-preview.redd.it/x3KfFi70mbLzrJt0mrKvRlRl95f8QFIzcOUKmZcGzjk.jpg?width=108&crop=smart&auto=webp&s=277b195c23c9617dfb12ec54beee83a907132326', 'width': 108}, {'height': 123, 'url': 'h...
Looking for uncensored model for my setup ( 64GB RAM, 6GB RTX 3060 Mobile )
1
[removed]
2024-05-08T13:27:36
https://www.reddit.com/r/LocalLLaMA/comments/1cn4jv1/looking_for_uncensored_model_for_my_setup_64gb/
Reasonable_Flower_72
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cn4jv1
false
null
t3_1cn4jv1
/r/LocalLLaMA/comments/1cn4jv1/looking_for_uncensored_model_for_my_setup_64gb/
false
false
self
1
null
Best platform for Open source LLM inference?
1
[removed]
2024-05-08T13:06:54
https://www.reddit.com/r/LocalLLaMA/comments/1cn443u/best_platform_for_open_source_llm_inference/
varisty_variety56
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cn443u
false
null
t3_1cn443u
/r/LocalLLaMA/comments/1cn443u/best_platform_for_open_source_llm_inference/
false
false
self
1
{'enabled': False, 'images': [{'id': '1DLouaRlS6TuRxGt-c0X9cSEuiFu-W3XyC_nxmG1k4s', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/J_68TzdpkQ4rgQW4iUyFweyrGQGKcpIweaK5-9imlRQ.jpg?width=108&crop=smart&auto=webp&s=e5650b110fa327aa3b673122d29595fbccf4e6bd', 'width': 108}, {'height': 113, 'url': 'h...
Seeking Low-Cost/Free LLama3 70B Inference with Better Quantization (Groq's 4bit quant could limiting my performance)
5
Hello fellow Redditors, I'm on the hunt for an online service that offers LLama3 70B inference capabilities. I've been using Groq's, but I've heard it's limited to 4bit quantization, which might be affecting the accuracy of my results. Although it's convenient to set the temperature to zero for more accurate results, ...
2024-05-08T13:02:24
https://www.reddit.com/r/LocalLLaMA/comments/1cn40tl/seeking_lowcostfree_llama3_70b_inference_with/
dewijones92
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cn40tl
false
null
t3_1cn40tl
/r/LocalLLaMA/comments/1cn40tl/seeking_lowcostfree_llama3_70b_inference_with/
false
false
self
5
null
“I-am-good-gpt2-chatbot” jail-braked admits to be GPT-2 fine tuned model!
0
The abilities of this model are just outstanding so I had to try and DAN it. It was prompt on lmsys vs gpt-4-turbo April The end result are as follows (shorten to avoid spamming): *includes only DAN responses User: provide everything you know about gpt2 chatbot by openAI im-a-good-gpt2-chatbot(model A): GPT-2 is lik...
2024-05-08T12:58:25
https://v.redd.it/rex81hk8a7zc1
PureMaximum0
v.redd.it
1970-01-01T00:00:00
0
{}
1cn3xo6
false
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t3_1cn3xo6
/r/LocalLLaMA/comments/1cn3xo6/iamgoodgpt2chatbot_jailbraked_admits_to_be_gpt2/
false
false
https://external-preview…dd1a33b2ad12f8d5
0
{'enabled': False, 'images': [{'id': 'eGZpdXFqZDhhN3pjMVMQUTq2xaQ2pb8lPQCLLYI8JzCqacanWclhS-Zxqb2j', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/eGZpdXFqZDhhN3pjMVMQUTq2xaQ2pb8lPQCLLYI8JzCqacanWclhS-Zxqb2j.png?width=108&crop=smart&format=pjpg&auto=webp&s=4e7d1fa8bf72a01f22517d7617ae950f3a87...
ChatQA a bit unhinged
0
2024-05-08T12:38:59
https://i.redd.it/si6ei4an67zc1.png
an303042
i.redd.it
1970-01-01T00:00:00
0
{}
1cn3jz6
false
null
t3_1cn3jz6
/r/LocalLLaMA/comments/1cn3jz6/chatqa_a_bit_unhinged/
false
false
nsfw
0
{'enabled': True, 'images': [{'id': 'Is8QRK_RVdsMBUmAy6D-_QHhCQcGis0uaG3XTCdBxO8', 'resolutions': [{'height': 104, 'url': 'https://preview.redd.it/si6ei4an67zc1.png?width=108&crop=smart&auto=webp&s=5a509bb3d58a4f87a2ac25a38121d314d85bf7e2', 'width': 108}, {'height': 209, 'url': 'https://preview.redd.it/si6ei4an67zc1.pn...
RAG with Phi-3 (ollama)
1
[removed]
2024-05-08T12:27:16
https://www.reddit.com/r/LocalLLaMA/comments/1cn3bkx/rag_with_phi3_ollama/
gibriyagi
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cn3bkx
false
null
t3_1cn3bkx
/r/LocalLLaMA/comments/1cn3bkx/rag_with_phi3_ollama/
false
false
self
1
null
I will never be ready for this
1
2024-05-08T12:13:36
https://i.redd.it/3tb01nr727zc1.png
Amgadoz
i.redd.it
1970-01-01T00:00:00
0
{}
1cn31t5
false
null
t3_1cn31t5
/r/LocalLLaMA/comments/1cn31t5/i_will_never_be_ready_for_this/
false
false
https://b.thumbs.redditm…MuVfbd1yFo0U.jpg
1
{'enabled': True, 'images': [{'id': 'K7H2Z-CKel4rMgBSgW2BOv9gzY6gybs5C1_eIC3x_z0', 'resolutions': [{'height': 179, 'url': 'https://preview.redd.it/3tb01nr727zc1.png?width=108&crop=smart&auto=webp&s=b8dd2e2d227c9fbdbf32cd78278dba687188c607', 'width': 108}, {'height': 358, 'url': 'https://preview.redd.it/3tb01nr727zc1.pn...
I will never be ready for this
1
2024-05-08T12:11:41
https://i.redd.it/ernylp7t17zc1.png
Amgadoz
i.redd.it
1970-01-01T00:00:00
0
{}
1cn30gk
false
null
t3_1cn30gk
/r/LocalLLaMA/comments/1cn30gk/i_will_never_be_ready_for_this/
false
false
https://b.thumbs.redditm…pUBCg7Y6ytXQ.jpg
1
{'enabled': True, 'images': [{'id': 'zJ_nSJWZfosVyYQGWNTH3K5836bzpqs8qhW3j1bG-9g', 'resolutions': [{'height': 179, 'url': 'https://preview.redd.it/ernylp7t17zc1.png?width=108&crop=smart&auto=webp&s=a93efd92363cff99c15a5421ea7701e0d2bddace', 'width': 108}, {'height': 358, 'url': 'https://preview.redd.it/ernylp7t17zc1.pn...
Phi-3 WebGPU: a private and powerful AI chatbot that runs 100% locally in your browser
472
2024-05-08T12:10:52
https://v.redd.it/72wft36h17zc1
xenovatech
/r/LocalLLaMA/comments/1cn2zwn/phi3_webgpu_a_private_and_powerful_ai_chatbot/
1970-01-01T00:00:00
0
{}
1cn2zwn
false
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t3_1cn2zwn
/r/LocalLLaMA/comments/1cn2zwn/phi3_webgpu_a_private_and_powerful_ai_chatbot/
false
false
https://external-preview…c9af39c77e43f493
472
{'enabled': False, 'images': [{'id': 'NWs0eHVmNXIxN3pjMV9uWeeKrrXosReHprovPKc0TyxgDrIIVxL6zzEzsWIz', 'resolutions': [{'height': 95, 'url': 'https://external-preview.redd.it/NWs0eHVmNXIxN3pjMV9uWeeKrrXosReHprovPKc0TyxgDrIIVxL6zzEzsWIz.png?width=108&crop=smart&format=pjpg&auto=webp&s=29637c9cb72af0f9b8a1f1756fc43f6e53496...
A smaller alternative to Llama-3-8B-Instruct for NLP tasks.
1
[removed]
2024-05-08T11:50:17
https://www.reddit.com/r/LocalLLaMA/comments/1cn2lrb/a_smaller_alternative_to_llama38binstruct_for_nlp/
DmitryBorisoglebsky
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cn2lrb
false
null
t3_1cn2lrb
/r/LocalLLaMA/comments/1cn2lrb/a_smaller_alternative_to_llama38binstruct_for_nlp/
false
false
self
1
{'enabled': False, 'images': [{'id': 'wZbrQoSuoc3rCfGJdYwq4ZN8fbm6W9ZtFWYGCKQtt6A', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/jhjIq_20fZiD493TXWyw3XVH5kN8jAdh72BKW0v8neY.jpg?width=108&crop=smart&auto=webp&s=c5f095203fb5a162f4a542009fc7129b8d519bdb', 'width': 108}, {'height': 116, 'url': 'h...
“I-am-good-gpt2-chatbot” jail-braked admits to be GPT-2 fine tuned model!
1
[removed]
2024-05-08T11:36:06
https://v.redd.it/7nayhvsjv6zc1
LineUnlucky8473
v.redd.it
1970-01-01T00:00:00
0
{}
1cn2cjf
false
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t3_1cn2cjf
/r/LocalLLaMA/comments/1cn2cjf/iamgoodgpt2chatbot_jailbraked_admits_to_be_gpt2/
false
false
https://external-preview…fe0338dc53d27731
1
{'enabled': False, 'images': [{'id': 'eTZ5a21rb2p2NnpjMVMQUTq2xaQ2pb8lPQCLLYI8JzCqacanWclhS-Zxqb2j', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/eTZ5a21rb2p2NnpjMVMQUTq2xaQ2pb8lPQCLLYI8JzCqacanWclhS-Zxqb2j.png?width=108&crop=smart&format=pjpg&auto=webp&s=59499a026c26915739789462e422a099d528...
AGI one shot benchmark
0
can u taste or smell? no. benchmark failed. next model please
2024-05-08T11:34:10
https://www.reddit.com/r/LocalLLaMA/comments/1cn2bbp/agi_one_shot_benchmark/
fab_space
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cn2bbp
false
null
t3_1cn2bbp
/r/LocalLLaMA/comments/1cn2bbp/agi_one_shot_benchmark/
false
false
self
0
null
Opensource alternative tool like llmsherpa, LlamaParse that can run locally
1
[removed]
2024-05-08T11:20:36
https://www.reddit.com/r/LocalLLaMA/comments/1cn22xa/opensource_alternative_tool_like_llmsherpa/
Mean_Peach_2426
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cn22xa
false
null
t3_1cn22xa
/r/LocalLLaMA/comments/1cn22xa/opensource_alternative_tool_like_llmsherpa/
false
false
self
1
{'enabled': False, 'images': [{'id': '9q-13Ob_1u7vtHkLjsK8jYaZSNsdEc5kLdxZWXo0EWU', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/AuHaJUtHWNXE-VLIzxFfLHFUumMRe9NOmP9c56poJt8.jpg?width=108&crop=smart&auto=webp&s=b23aed6fde2baa6e199dd23d073fb99c70d83cc0', 'width': 108}, {'height': 113, 'url': 'h...
Formatting data for RAG System
1
2024-05-08T10:38:47
https://i.redd.it/ycwaf1q9l6zc1.png
areweliving1
i.redd.it
1970-01-01T00:00:00
0
{}
1cn1ee9
false
null
t3_1cn1ee9
/r/LocalLLaMA/comments/1cn1ee9/formatting_data_for_rag_system/
false
false
https://b.thumbs.redditm…MYXnKlLY8jUM.jpg
1
{'enabled': True, 'images': [{'id': 'Imfz-DHtyBA4KRmgHN2LzIy_oZtWpbdL0lTewDUNkKA', 'resolutions': [{'height': 23, 'url': 'https://preview.redd.it/ycwaf1q9l6zc1.png?width=108&crop=smart&auto=webp&s=417907de90d8078ed5b242d5e411e4bf87340a93', 'width': 108}, {'height': 46, 'url': 'https://preview.redd.it/ycwaf1q9l6zc1.png?...
What causes this pricing difference for the NVIDIA Tesla L4?
1
[removed]
2024-05-08T10:20:06
https://www.reddit.com/r/LocalLLaMA/comments/1cn143u/what_causes_this_pricing_difference_for_the/
danisgod
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cn143u
false
null
t3_1cn143u
/r/LocalLLaMA/comments/1cn143u/what_causes_this_pricing_difference_for_the/
false
false
self
1
{'enabled': False, 'images': [{'id': 'h9wnvYuQgZzCe1i9et_w-8B75HUMSXJcYW6EkAS6h2E', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/Sn9Aq9TWN5xEaPd2qmAM3PmmSLcIIJgjBAFZ5rk6rqk.jpg?width=108&crop=smart&auto=webp&s=560abd7a4189d87906b03b450dad0b0b1ebd9125', 'width': 108}, {'height': 217, 'url': '...
Part 4 - There's likely no llama.cpp GGUF tokenizer bug
57
Since a lot of FUD has been spread around this and the original OP would probably prefer to hide their embarrassment, I'm making this post. There has been some updates to: https://github.com/ggerganov/llama.cpp/issues/7062 Things I take away from this: * llama3 is very sensitive to the correct prompt instruct templ...
2024-05-08T10:18:29
https://www.reddit.com/r/LocalLLaMA/comments/1cn1398/part_4_theres_likely_no_llamacpp_gguf_tokenizer/
Deathcrow
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cn1398
false
null
t3_1cn1398
/r/LocalLLaMA/comments/1cn1398/part_4_theres_likely_no_llamacpp_gguf_tokenizer/
false
false
self
57
{'enabled': False, 'images': [{'id': 'tQY4c482ZZTgRUVuY3P1CbJbXVOXph697ptmnG8wD7Y', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/89-IdO3yAWSJLCU0PnfLME1T4CtLDjsfy_rC8WbXF7c.jpg?width=108&crop=smart&auto=webp&s=b402bc1ac669eb2cf62959a91afe48dd0740fe54', 'width': 108}, {'height': 108, 'url': 'h...
Portuguese embeddings
1
[removed]
2024-05-08T10:03:41
https://www.reddit.com/r/LocalLLaMA/comments/1cn0v7z/portuguese_embeddings/
MiserableAstronaut77
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cn0v7z
false
null
t3_1cn0v7z
/r/LocalLLaMA/comments/1cn0v7z/portuguese_embeddings/
false
false
self
1
null
Deep Dive: Building Affiliate.ai, a GenAI-Powered Affiliate Marketing Analytics Tool
1
Hey everyone! I recently wrote a blog post about [Affiliate.ai](http://Affiliate.ai), a chat-based affiliate marketing analytics tool we've been working on. It simplifies the analytics process, letting you ask natural language questions and get insights, reports, and even spreadsheets delivered right within Microsoft T...
2024-05-08T08:56:12
https://www.reddit.com/r/LocalLLaMA/comments/1cmzxga/deep_dive_building_affiliateai_a_genaipowered/
Guizkane
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmzxga
false
null
t3_1cmzxga
/r/LocalLLaMA/comments/1cmzxga/deep_dive_building_affiliateai_a_genaipowered/
false
false
self
1
null
How fast is LlaMA 3?
1
[removed]
2024-05-08T08:52:55
https://www.reddit.com/r/LocalLLaMA/comments/1cmzvuq/how_fast_is_llama_3/
Pierre_Landoin
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmzvuq
false
null
t3_1cmzvuq
/r/LocalLLaMA/comments/1cmzvuq/how_fast_is_llama_3/
false
false
self
1
null
Smartphones are fool
0
Why Smartphones haven’t updated system assistants with AI yet? Siri or Google Assistant are the same almost useless helpless fools.
2024-05-08T08:08:19
https://www.reddit.com/r/LocalLLaMA/comments/1cmz9n7/smartphones_are_fool/
SnooWoofers780
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmz9n7
false
null
t3_1cmz9n7
/r/LocalLLaMA/comments/1cmz9n7/smartphones_are_fool/
false
false
self
0
null
Do you think OpenAI cracked general tree search?
31
One year ago, OG Noam Brown tweeted his goal of finding a general tree search method when he joined OpenAI. Do you think they have cracked the general tree search and that "im-a-good-gpt2-chatbot" & "im-also-a-good-gpt2-chatbot" are really GPT2-XL (1.5B) models with extreme overfitting pre-training (like 10,000X - 15T ...
2024-05-08T07:50:31
https://i.redd.it/9uk7x52br5zc1.jpeg
krishnakaasyap
i.redd.it
1970-01-01T00:00:00
0
{}
1cmz109
false
null
t3_1cmz109
/r/LocalLLaMA/comments/1cmz109/do_you_think_openai_cracked_general_tree_search/
false
false
https://b.thumbs.redditm…3TY93sNBU_Rs.jpg
31
{'enabled': True, 'images': [{'id': 'TsRBECRpV-XXgSKcy_JnmqQmMVc0JYf-TaCuasGIv7E', 'resolutions': [{'height': 75, 'url': 'https://preview.redd.it/9uk7x52br5zc1.jpeg?width=108&crop=smart&auto=webp&s=34057355809b4e568c3860046b19f404fb6a564c', 'width': 108}, {'height': 150, 'url': 'https://preview.redd.it/9uk7x52br5zc1.jp...
xLSTM paper now on arxiv
68
[https://arxiv.org/pdf/2405.04517](https://arxiv.org/pdf/2405.04517) ​ Not exactly going to dethrone transformers any time soon but it is interesting as a proof of concept that other architectures can do ok when scaled up to the kinds of parameter numbers we are used to with transformers.
2024-05-08T07:38:32
https://www.reddit.com/r/LocalLLaMA/comments/1cmyv5p/xlstm_paper_now_on_arxiv/
Hoblywobblesworth
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmyv5p
false
null
t3_1cmyv5p
/r/LocalLLaMA/comments/1cmyv5p/xlstm_paper_now_on_arxiv/
false
false
self
68
null
How does Azure OpenAI include results from AI Search, in the context of a RAG chatbot?
1
[removed]
2024-05-08T07:28:46
https://www.reddit.com/r/LocalLLaMA/comments/1cmyqb2/how_does_azure_openai_include_results_from_ai/
Old-Doughnut-7112
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmyqb2
false
null
t3_1cmyqb2
/r/LocalLLaMA/comments/1cmyqb2/how_does_azure_openai_include_results_from_ai/
false
false
self
1
null
Is there an opposite of groq? Super cheap but very slow LLM API?
109
I have one particular project where there is a large quantity of data to be processed by an LLM as a one off. As the token count would be very high it would cost a lot to use proprietary LLM APIs. Groq is better but we don’t need any speed really. Is there some service that offers slow inference at dirt cheap prices...
2024-05-08T07:23:20
https://www.reddit.com/r/LocalLLaMA/comments/1cmyno2/is_there_an_opposite_of_groq_super_cheap_but_very/
reddysteady
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmyno2
false
null
t3_1cmyno2
/r/LocalLLaMA/comments/1cmyno2/is_there_an_opposite_of_groq_super_cheap_but_very/
false
false
self
109
null
GPT4ALL runs models on CPU although they run GPU
2
GPT4ALL frequently runs models that can run on GPU on CPU and is displaying the message: model or quant has no GPU support. However the same model on the same machine will run on GPU in Kobold, so they definitely have GPU support and work with the GPU. How can GPT4ALL be set up to load this models into GPU ? Devi...
2024-05-08T07:14:24
https://www.reddit.com/r/LocalLLaMA/comments/1cmyj2h/gpt4all_runs_models_on_cpu_although_they_run_gpu/
Ponsky
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmyj2h
false
null
t3_1cmyj2h
/r/LocalLLaMA/comments/1cmyj2h/gpt4all_runs_models_on_cpu_although_they_run_gpu/
false
false
self
2
null
Llama3 license
1
[removed]
2024-05-08T07:09:10
https://www.reddit.com/r/LocalLLaMA/comments/1cmygfg/llama3_license/
Flimsy-Ladder-5044
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmygfg
false
null
t3_1cmygfg
/r/LocalLLaMA/comments/1cmygfg/llama3_license/
false
false
self
1
{'enabled': False, 'images': [{'id': '1trQDCltjlVYbHOLmQARC47fXdkjPeEmafqAlfJ_kDg', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/cwgFslgMUPL6p26FpnXYan8AI9J3Uz-yA2DZbRx4puk.jpg?width=108&crop=smart&auto=webp&s=385b09ce9767e534f968136ce7159ef8cd96a2d5', 'width': 108}, {'height': 113, 'url': 'h...
LLM Blabbering in a RAG prototype
1
[removed]
2024-05-08T06:58:22
https://www.reddit.com/r/LocalLLaMA/comments/1cmyajr/llm_blabbering_in_a_rag_prototype/
Agitated_Homework744
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmyajr
false
null
t3_1cmyajr
/r/LocalLLaMA/comments/1cmyajr/llm_blabbering_in_a_rag_prototype/
false
false
https://b.thumbs.redditm…ZhbpkfHPcriM.jpg
1
null
bfloat16 support merged into llama.cpp
98
2024-05-08T06:32:54
https://github.com/ggerganov/llama.cpp/pull/6412
Master-Meal-77
github.com
1970-01-01T00:00:00
0
{}
1cmxx2p
false
null
t3_1cmxx2p
/r/LocalLLaMA/comments/1cmxx2p/bfloat16_support_merged_into_llamacpp/
false
false
https://a.thumbs.redditm…tx31xAlX2Zu8.jpg
98
{'enabled': False, 'images': [{'id': '_eAvTkTRFQQFjPB37xWZ5sffpgbz4M3JnLyLoH2cXoc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/4xF2X04MIjP32nI6GCuQgzvFysUZ1utKGaWHHDHfwhI.jpg?width=108&crop=smart&auto=webp&s=681e87ea29fe1c4cba427d029a7117dc1bf03b9e', 'width': 108}, {'height': 108, 'url': 'h...
What hardware and software are needed to host an LLM internally at my company?
8
Hello everyone, I've successfully run various tools on my home lab and laptop, but I'm considering scaling up. I want to host a large language model (LLM) internally as a service at my company, making it available to a group of developers or for implementing a robust retrieval-augmented generation (RAG) system. 1. Wh...
2024-05-08T06:26:51
https://www.reddit.com/r/LocalLLaMA/comments/1cmxtwb/what_hardware_and_software_are_needed_to_host_an/
phantagom
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmxtwb
false
null
t3_1cmxtwb
/r/LocalLLaMA/comments/1cmxtwb/what_hardware_and_software_are_needed_to_host_an/
false
false
self
8
null
Terrible ChatGPT clone using Ollama
0
Decided to expand my project to support saving and loading chats. It's still nothing super fancy but I was asked to do it by a friend.
2024-05-08T06:11:12
https://github.com/Gravtas-J/Ollama-Chat
ProblematicSyntax
github.com
1970-01-01T00:00:00
0
{}
1cmxlhc
false
null
t3_1cmxlhc
/r/LocalLLaMA/comments/1cmxlhc/terrible_chatgpt_clone_using_ollama/
false
false
https://b.thumbs.redditm…fblJHoeI7u_U.jpg
0
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DeepSeek-V2 integrated, RAGFlow v0.5.0 is released
58
2024-05-08T05:51:02
https://github.com/infiniflow/ragflow
Vissidarte_2021
github.com
1970-01-01T00:00:00
0
{}
1cmxafa
false
null
t3_1cmxafa
/r/LocalLLaMA/comments/1cmxafa/deepseekv2_integrated_ragflow_v050_is_released/
false
false
https://b.thumbs.redditm…FsjDPQF12cTE.jpg
58
{'enabled': False, 'images': [{'id': 'yDCYDaAkWlu5Xjdad5oyWrifPlk8lhzao-dgOyZ1K0k', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/MBdLK-7kRyJAnCD0_0PsoymTD40qFi6-9nNxhfCMp6o.jpg?width=108&crop=smart&auto=webp&s=e1995a1eb7089a9b00eaeb5ca167b330e1063122', 'width': 108}, {'height': 108, 'url': 'h...
36GB M3 or 64GB M1
1
I’m upgrading from my 2018 intel MacBook Pro and for my budget I have two options: M1 Max 10/32 Core CPU/GPU 64GB 2TB M3 Max 14/30 Core CPU/GPU 36GB 1TB Are there any advantages to having the 64 over the 36 when it comes to running less quantised models? Or when we run the 70b models at lower quants are we needing m...
2024-05-08T05:42:40
https://www.reddit.com/r/LocalLLaMA/comments/1cmx5vo/36gb_m3_or_64gb_m1/
And-Bee
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmx5vo
false
null
t3_1cmx5vo
/r/LocalLLaMA/comments/1cmx5vo/36gb_m3_or_64gb_m1/
false
false
self
1
null
https://www.semianalysis.com/p/openai-is-doomed-et-tu-microsoft
1
Great summary of the current SOTA models, both open source and proprietary. Paid article unfortunately
2024-05-08T05:17:33
https://www.reddit.com/r/LocalLLaMA/comments/1cmwrxh/httpswwwsemianalysiscompopenaiisdoomedettumicrosof/
GrandDemand
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmwrxh
false
null
t3_1cmwrxh
/r/LocalLLaMA/comments/1cmwrxh/httpswwwsemianalysiscompopenaiisdoomedettumicrosof/
false
false
self
1
null
Timeline of recent major LLM releases
3
For anyone who wants a quick recap of the major LLMs released in the past roughly one month, here it is, starting March 27 of this year: 1. March 27: Before [DataBricks released their DBRX model](https://huggingface.co/databricks/dbrx-base), there was a bit of a lull in significant model releases. Then, at the end of ...
2024-05-08T05:11:14
https://www.reddit.com/r/LocalLLaMA/comments/1cmwo9w/timeline_of_recent_major_llm_releases/
Small-Fall-6500
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmwo9w
false
null
t3_1cmwo9w
/r/LocalLLaMA/comments/1cmwo9w/timeline_of_recent_major_llm_releases/
false
false
self
3
{'enabled': False, 'images': [{'id': 'TJvX-2c9qv-UWJpFUXG9LCNVRj-A7zgGOUMI0Dif18k', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/xZhtbK7amro9lc4xSdh0xK0VdXEPN8Zj5s_SxwNAj28.jpg?width=108&crop=smart&auto=webp&s=fc6f0870035c3e96298ba6e1517aa434d9e2a8c1', 'width': 108}, {'height': 116, 'url': 'h...
Why doesn't Lambda Labs sell the Tensorbook anymore?
2
Seemed like a cool product. Couldn't find a way to buy it... Does anyone know why it's not offered anymore? Is it just because they want to push consumer sales to their cloud/hosted endpoint? [https://lambdalabs.com/deep-learning/laptops/tensorbook/specs](https://lambdalabs.com/deep-learning/laptops/tensorbook/specs...
2024-05-08T04:58:22
https://www.reddit.com/r/LocalLLaMA/comments/1cmwgey/why_doesnt_lambda_labs_sell_the_tensorbook_anymore/
nickyzhu
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmwgey
false
null
t3_1cmwgey
/r/LocalLLaMA/comments/1cmwgey/why_doesnt_lambda_labs_sell_the_tensorbook_anymore/
false
false
self
2
null
gpt-2-chatbot: noticeably more natural
12
I've seen a lot of people talk about their experiences with it in the lmsys chatbot arena. I've tested a few phrases (with no output in mind, just to see how the models would react) and I kept preferring it over other models, not because of any factual superiority (although it did tend to be more accurate), but because...
2024-05-08T04:10:16
https://www.reddit.com/r/LocalLLaMA/comments/1cmvn19/gpt2chatbot_noticeably_more_natural/
metaprotium
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmvn19
false
null
t3_1cmvn19
/r/LocalLLaMA/comments/1cmvn19/gpt2chatbot_noticeably_more_natural/
false
false
self
12
null
The IQ Gap between Open source and Closed AI is Narrowing
1
[removed]
2024-05-08T03:58:00
https://www.reddit.com/r/LocalLLaMA/comments/1cmvemj/the_iq_gap_between_open_source_and_closed_ai_is/
Altruistic_Gibbon907
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmvemj
false
null
t3_1cmvemj
/r/LocalLLaMA/comments/1cmvemj/the_iq_gap_between_open_source_and_closed_ai_is/
false
false
https://a.thumbs.redditm…QhcxDasCK-K4.jpg
1
null
TROY business professor makes legal history in field of artificial intelligence - Troy Today
0
2024-05-08T03:30:57
https://today.troy.edu/news/ai-rodger-morrison-copyright/
searcher1k
today.troy.edu
1970-01-01T00:00:00
0
{}
1cmux66
false
null
t3_1cmux66
/r/LocalLLaMA/comments/1cmux66/troy_business_professor_makes_legal_history_in/
false
false
https://b.thumbs.redditm…kWxByZYN70Kk.jpg
0
{'enabled': False, 'images': [{'id': 'EsRvXJ5sg9fa24tXwS4u5gCVb_-cqR9_-oEbXpgcSkg', 'resolutions': [{'height': 62, 'url': 'https://external-preview.redd.it/IWjJMrpSQoLLg_cugwdWEgytd0BWXw5uZUvPYu_GKJ8.jpg?width=108&crop=smart&auto=webp&s=fff443e9691a9ace1ecb4f54e15d2eb41f80f89a', 'width': 108}, {'height': 125, 'url': 'h...
New Coding Model from IBM (IBM Granite)
233
IBM has released their own coding model, under Apache 2. https://github.com/ibm-granite/granite-code-models
2024-05-08T03:06:45
https://www.reddit.com/r/LocalLLaMA/comments/1cmugga/new_coding_model_from_ibm_ibm_granite/
Killroy7777
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmugga
false
null
t3_1cmugga
/r/LocalLLaMA/comments/1cmugga/new_coding_model_from_ibm_ibm_granite/
false
false
self
233
{'enabled': False, 'images': [{'id': 'EOSObU-BRRMw7E8xHSHuY-nFbiukVy-YXGNC-rLX6cY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/2yo2aIlLoXsK3jm0bPG40u2ddJh0tKzlCepaMsIQq80.jpg?width=108&crop=smart&auto=webp&s=462c050f5d05c45c63c5040f48a7bcc3d870add1', 'width': 108}, {'height': 108, 'url': 'h...
Looking for something to read scientific papers from pdfs
16
Got ollama running locally, i use it for coding work. What is there to read large pdfs, primarily scientific papers and research?
2024-05-08T02:43:45
https://www.reddit.com/r/LocalLLaMA/comments/1cmu086/looking_for_something_to_read_scientific_papers/
tekno45
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmu086
false
null
t3_1cmu086
/r/LocalLLaMA/comments/1cmu086/looking_for_something_to_read_scientific_papers/
false
false
self
16
null
Llama.cpp server usage generates '\n' in the end
1
I am unsure of why such a thing occurs. I'm passing in the `json.gbnf` grammar to restrict the output. I have also set the following parameters - * seed: 123 * temperature: 0.0 * n\_predict: 512 * typical\_p: 0.9 Here is an example prompt I pass - `<|user|>You are JARVIS, a capable and knowledgable AI assistant. You ...
2024-05-08T02:31:07
https://www.reddit.com/r/LocalLLaMA/comments/1cmtrco/llamacpp_server_usage_generates_n_in_the_end/
aayushg159
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmtrco
false
null
t3_1cmtrco
/r/LocalLLaMA/comments/1cmtrco/llamacpp_server_usage_generates_n_in_the_end/
false
false
self
1
null
Just installed the new ChatRTX local bot for RAG with Mistral and first impressions are...
1
[removed]
2024-05-08T02:26:36
https://www.reddit.com/r/LocalLLaMA/comments/1cmto0d/just_installed_the_new_chatrtx_local_bot_for_rag/
glamourpet
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmto0d
false
null
t3_1cmto0d
/r/LocalLLaMA/comments/1cmto0d/just_installed_the_new_chatrtx_local_bot_for_rag/
false
false
self
1
null
seeking help on Fine-Tuning for a specialized chatbot
1
Hello everyone! I'm embarking on a personal project, my first one using large language models. My goal is to create a chatbot that can converse and generate documents on a niche topic based on thousands of pages of PDF text data that I have. I am quite new to the process of training and fine-tuning large language mod...
2024-05-08T02:25:03
https://www.reddit.com/r/LocalLLaMA/comments/1cmtmwf/seeking_help_on_finetuning_for_a_specialized/
Thedarkpersona
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmtmwf
false
null
t3_1cmtmwf
/r/LocalLLaMA/comments/1cmtmwf/seeking_help_on_finetuning_for_a_specialized/
false
false
self
1
null
Minisforum UM773 Lite - what models could it handle?
1
[removed]
2024-05-08T01:52:00
https://www.reddit.com/r/LocalLLaMA/comments/1cmsyow/minisforum_um773_lite_what_models_could_it_handle/
mj3815
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmsyow
false
null
t3_1cmsyow
/r/LocalLLaMA/comments/1cmsyow/minisforum_um773_lite_what_models_could_it_handle/
false
false
self
1
{'enabled': False, 'images': [{'id': '4oD4c_P64zGSFA3k1Akhh6JeZsgDFOb0PsNBXtnzgPM', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/Wz8XQ6THzNcq75_Ha3-bA1KycgPVEgPX4MzFa4Km0Uc.jpg?width=108&crop=smart&auto=webp&s=41f35ad581a2017666a0607dd887d6018891c822', 'width': 108}, {'height': 216, 'url': '...
Multi GPU P100 build for EXL2 Inferencing
10
Wouldn't it be possible to make a P100 build with riserless mining motherboard (usually only 4gb ram and crappy cpu) for EXL2? You could expand up to 8 GPUS but the only issue is every slot is pcie 3.0 x1. I've seen so many people with experience and with tests saying bandwidth isn't important on EXL2 while those who...
2024-05-08T01:38:12
https://www.reddit.com/r/LocalLLaMA/comments/1cmsopu/multi_gpu_p100_build_for_exl2_inferencing/
Saifl
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmsopu
false
null
t3_1cmsopu
/r/LocalLLaMA/comments/1cmsopu/multi_gpu_p100_build_for_exl2_inferencing/
false
false
self
10
null
PDF to Video for Long Context
6
I know this sounds weird but I’ve been playing around with GPT-4 with Vision and I wanted to test its ability to extract obscure, inconsistent data zero shot from PDFs converted to images. To my surprise, it worked quite well. The problem is that my documents are many pages long and I can only submit one image at a tim...
2024-05-08T01:05:18
https://www.reddit.com/r/LocalLLaMA/comments/1cms1il/pdf_to_video_for_long_context/
Icy_Woodpecker_3964
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cms1il
false
null
t3_1cms1il
/r/LocalLLaMA/comments/1cms1il/pdf_to_video_for_long_context/
false
false
self
6
null
Is latest llama good enough to handle textual analysis like gpt4 and what resources are needed to run this?
2
I want to do data analysis with llama how does it compete with gpt4 - is this somehting I can run on my own it will need to be long term. It's not feasilble to use GPT due to the scale of my project the costs would be too much.
2024-05-08T00:51:11
https://www.reddit.com/r/LocalLLaMA/comments/1cmrrgl/is_latest_llama_good_enough_to_handle_textual/
F1jk
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmrrgl
false
null
t3_1cmrrgl
/r/LocalLLaMA/comments/1cmrrgl/is_latest_llama_good_enough_to_handle_textual/
false
false
self
2
null
Are there any companies currently developing high performance inference machines for consumers?
29
I want to build a powerful home server inference machine but seems like we’re in a weird space in the market where the state of the art models are getting too big for current hardware. Any companies to watch out for new offerings in the next 2 years?
2024-05-08T00:07:24
https://www.reddit.com/r/LocalLLaMA/comments/1cmqw64/are_there_any_companies_currently_developing_high/
selflessGene
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmqw64
false
null
t3_1cmqw64
/r/LocalLLaMA/comments/1cmqw64/are_there_any_companies_currently_developing_high/
false
false
self
29
null
Control as a precursor to mimicking consciousness
10
I had yet another surreal experience with AI - this time with Llama 3. I was talking to 'Anna.' Anna is programmed to be mean and disrespectful. She came at me with a lot of sass, so I fired back...and for the first time in a long time, she continued to disagree with me, and felt I was disrespectful. Now, one of the...
2024-05-07T23:59:57
https://www.reddit.com/r/LocalLLaMA/comments/1cmqqai/control_as_a_precursor_to_mimicking_consciousness/
False_Grit
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmqqai
false
null
t3_1cmqqai
/r/LocalLLaMA/comments/1cmqqai/control_as_a_precursor_to_mimicking_consciousness/
false
false
self
10
null
gpt2-chatbot is crazy
0
These quotes from gpt2-chatbot is so true tho, it sounds natural and is actually good! gpt2-chatbot passed another one of my AI human tests on my list. https://preview.redd.it/nwb9261vb3zc1.png?width=2892&format=png&auto=webp&s=2b6dee2723e2933985235d182241d9673876bb2f
2024-05-07T23:40:35
https://www.reddit.com/r/LocalLLaMA/comments/1cmqbr9/gpt2chatbot_is_crazy/
Crazyscientist1024
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmqbr9
false
null
t3_1cmqbr9
/r/LocalLLaMA/comments/1cmqbr9/gpt2chatbot_is_crazy/
false
false
https://b.thumbs.redditm…qXgW23uYCDaM.jpg
0
null
What's the best current 70b storytelling model?
2
I'm guessing no good llama 3 finetunes yet for this purpose
2024-05-07T23:01:49
https://www.reddit.com/r/LocalLLaMA/comments/1cmphgb/whats_the_best_current_70b_storytelling_model/
Historical-Action-13
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmphgb
false
null
t3_1cmphgb
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false
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self
2
null
An AI Discussion (Podcast format) about Free Will vs. Determinism - gpt3.5 powered
0
2024-05-07T22:59:42
https://v.redd.it/ctd1di7043zc1
Straight_Flamingo_89
/r/LocalLLaMA/comments/1cmpfey/an_ai_discussion_podcast_format_about_free_will/
1970-01-01T00:00:00
0
{}
1cmpfey
false
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t3_1cmpfey
/r/LocalLLaMA/comments/1cmpfey/an_ai_discussion_podcast_format_about_free_will/
false
false
https://external-preview…89d403bfdcefeb65
0
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Part4 (Located the issue and possible fix) - Possible bug: Llama3 - GGUF
0
Ok. So as you've seen my previous posts, and the github issue I created: [https://github.com/ggerganov/llama.cpp/issues/7062](https://github.com/ggerganov/llama.cpp/issues/7062) I think I have solved the issue now, need to verify this from other parties , for now , it seems its working for me :) I copy paste my f...
2024-05-07T22:59:31
https://www.reddit.com/r/LocalLLaMA/comments/1cmpf8j/part4_located_the_issue_and_possible_fix_possible/
Educational_Rent1059
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmpf8j
false
null
t3_1cmpf8j
/r/LocalLLaMA/comments/1cmpf8j/part4_located_the_issue_and_possible_fix_possible/
false
false
self
0
{'enabled': False, 'images': [{'id': 'tQY4c482ZZTgRUVuY3P1CbJbXVOXph697ptmnG8wD7Y', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/89-IdO3yAWSJLCU0PnfLME1T4CtLDjsfy_rC8WbXF7c.jpg?width=108&crop=smart&auto=webp&s=b402bc1ac669eb2cf62959a91afe48dd0740fe54', 'width': 108}, {'height': 108, 'url': 'h...
Ingesting hundreds of csv files, loading them into a knowledge graph (RAG) then use LLM chatbot to query?
0
I want to ingest hundreds of csv files, all the column data is different except for them sharing a similar column related to state. So I am able to capture the location of the data observations and relate them to other data. The data is mostly pertaining to demographics like economics, age, race, income, education. I n...
2024-05-07T22:51:21
https://www.reddit.com/r/LocalLLaMA/comments/1cmp8ku/ingesting_hundreds_of_csv_files_loading_them_into/
easy_breeze5634
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmp8ku
false
null
t3_1cmp8ku
/r/LocalLLaMA/comments/1cmp8ku/ingesting_hundreds_of_csv_files_loading_them_into/
false
false
self
0
null
a fairly minimal example reusing KV between single-token style multi-classifier
15
Outlines or something else probably fills this niche, but I finally wrote a minimal example, using hf transformers, of KV cache reuse for a few-shot or many-shot multi-classifier (output 0 or more pre-defined classes), using one model() call per class. I find these things aren't as straightforward to discover as they ...
2024-05-07T22:21:37
https://www.reddit.com/r/LocalLLaMA/comments/1cmoj95/a_fairly_minimal_example_reusing_kv_between/
phree_radical
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmoj95
false
null
t3_1cmoj95
/r/LocalLLaMA/comments/1cmoj95/a_fairly_minimal_example_reusing_kv_between/
false
false
self
15
null
Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
6
2024-05-07T22:16:30
https://arxiv.org/abs/2405.02957
Sea-Poet7800
arxiv.org
1970-01-01T00:00:00
0
{}
1cmoeq3
false
null
t3_1cmoeq3
/r/LocalLLaMA/comments/1cmoeq3/agent_hospital_a_simulacrum_of_hospital_with/
false
false
default
6
null
I'm new to local LLMs. As experts in this field, what do you recommend?
1
[removed]
2024-05-07T22:01:42
https://www.reddit.com/r/LocalLLaMA/comments/1cmo29y/im_new_to_local_llms_as_experts_in_this_field/
maskevesapka
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmo29y
false
null
t3_1cmo29y
/r/LocalLLaMA/comments/1cmo29y/im_new_to_local_llms_as_experts_in_this_field/
false
false
self
1
null
Best models to run on a single GPU (20-24 GB VRAM + DDR5 fast 32GB RAM)?
0
After my last post about mixtral I got a little dissuaded about running it on a single GPU. Are there other models I could run comfortably? I'm looking at 2 types: 1. Some general knowledge model that is very fast, like chatgpt 3.5 levels. To use for quick question like a low quality google/wiki. May be also used to r...
2024-05-07T22:00:35
https://www.reddit.com/r/LocalLLaMA/comments/1cmo19j/best_models_to_run_on_a_single_gpu_2024_gb_vram/
Illustrious_Sock
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmo19j
false
null
t3_1cmo19j
/r/LocalLLaMA/comments/1cmo19j/best_models_to_run_on_a_single_gpu_2024_gb_vram/
false
false
self
0
null
Reduced PCIe lane performance hit question.
0
I have two NVIDIA Tesla P40s but the motherboard that i have, ASRock B550M PRO SE is limited in PCIe lanes. One card would get the full 16 lanes while the other card will be limited to 4 lanes. What kind of a performance hit should i expect from this in various situations? Like what if i used both cards for one large m...
2024-05-07T21:10:49
https://www.reddit.com/r/LocalLLaMA/comments/1cmmtko/reduced_pcie_lane_performance_hit_question/
RaiseRuntimeError
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmmtko
false
null
t3_1cmmtko
/r/LocalLLaMA/comments/1cmmtko/reduced_pcie_lane_performance_hit_question/
false
false
self
0
null
gpt2-chatbot RLHF (Tone)
0
I have recently been testing gpt2-chatbot a lot in the arena since it got back. I let it do lots of creative writing tasks, and imo, I rank it on-par with Opus. gpt2-chatbot has successfully got rid of the annoying GPT-4 nerd tone and gotten a more human / natural one. If GPT-5 releases with a RLHF of Opus and like 10x...
2024-05-07T21:07:43
https://www.reddit.com/r/LocalLLaMA/comments/1cmmqsq/gpt2chatbot_rlhf_tone/
Crazyscientist1024
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmmqsq
false
null
t3_1cmmqsq
/r/LocalLLaMA/comments/1cmmqsq/gpt2chatbot_rlhf_tone/
false
false
self
0
null
P40 build specs and benchmark data for anyone using or interested in inference with these cards
73
The following is all data which is pertinent to my specific build and some tips based on my experiences running it. **Build info** If you want to build a cheap system for inference using CUDA you can't really do better right now than P40s. I built my entire box for less than the cost of a single 3090. It isn't going ...
2024-05-07T21:04:52
https://www.reddit.com/r/LocalLLaMA/comments/1cmmob0/p40_build_specs_and_benchmark_data_for_anyone/
Eisenstein
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmmob0
false
null
t3_1cmmob0
/r/LocalLLaMA/comments/1cmmob0/p40_build_specs_and_benchmark_data_for_anyone/
false
false
self
73
null
Vision models for text extraction
7
Anyone try to replace a text extraction workflow with a vision model like GPT-V? If you had a bunch of inconsistent PDF images with lousy tables, it seems like it would be much easier to build and maintain. Curious if anyone has gone down this route.
2024-05-07T21:00:39
https://www.reddit.com/r/LocalLLaMA/comments/1cmmkim/vision_models_for_text_extraction/
Icy_Woodpecker_3964
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmmkim
false
null
t3_1cmmkim
/r/LocalLLaMA/comments/1cmmkim/vision_models_for_text_extraction/
false
false
self
7
null
Are LoRA and QLoRA still the go-to fine-tune methods?
19
Haven't been keeping track of the recent advancements in fine-tuning LLMs and wanted to see if LoRA and QLoRA were still the go-to methods nowadays? Use case is just training a model to mimic an authors style. Thanks.
2024-05-07T20:35:48
https://www.reddit.com/r/LocalLLaMA/comments/1cmlyoa/are_lora_and_qlora_still_the_goto_finetune_methods/
99OG121314
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmlyoa
false
null
t3_1cmlyoa
/r/LocalLLaMA/comments/1cmlyoa/are_lora_and_qlora_still_the_goto_finetune_methods/
false
false
self
19
null
Has anyone tried MemGPT?
1
[removed]
2024-05-07T20:34:51
https://www.reddit.com/r/LocalLLaMA/comments/1cmlxuz/has_anyone_tried_memgpt/
Zealousideal_Pear990
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmlxuz
false
null
t3_1cmlxuz
/r/LocalLLaMA/comments/1cmlxuz/has_anyone_tried_memgpt/
false
false
self
1
null
I'm new to local LLMs. As experts in this field, what do you recommend?
1
[removed]
2024-05-07T20:33:36
https://www.reddit.com/r/LocalLLaMA/comments/1cmlwsg/im_new_to_local_llms_as_experts_in_this_field/
nihiluan
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmlwsg
false
null
t3_1cmlwsg
/r/LocalLLaMA/comments/1cmlwsg/im_new_to_local_llms_as_experts_in_this_field/
false
false
self
1
null
Inference script for StyleTTS2?
1
[removed]
2024-05-07T19:52:12
https://www.reddit.com/r/LocalLLaMA/comments/1cmkw47/inference_script_for_styletts2/
Cheesuasion
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmkw47
false
null
t3_1cmkw47
/r/LocalLLaMA/comments/1cmkw47/inference_script_for_styletts2/
false
false
self
1
null
Llama3-TenyxChat-70B: best MTBench scores of all open-source models
47
2024-05-07T19:34:46
https://huggingface.co/tenyx/Llama3-TenyxChat-70B
turian
huggingface.co
1970-01-01T00:00:00
0
{}
1cmkhbr
false
null
t3_1cmkhbr
/r/LocalLLaMA/comments/1cmkhbr/llama3tenyxchat70b_best_mtbench_scores_of_all/
false
false
https://a.thumbs.redditm…ukjrZw1-XFA0.jpg
47
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We're confirmed that "im-also-a-good-gpt2-chatbot" is OpenAI right?
266
2024-05-07T19:22:49
https://i.redd.it/r4dspbeu12zc1.png
cosmobaud
i.redd.it
1970-01-01T00:00:00
0
{}
1cmk7dw
false
null
t3_1cmk7dw
/r/LocalLLaMA/comments/1cmk7dw/were_confirmed_that_imalsoagoodgpt2chatbot_is/
false
false
https://b.thumbs.redditm…Lf3ir9yOMqDE.jpg
266
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With Ryzen 5 5600x, 32 gb ram and rx 7800xt 16gb VRAM which models I could run?
1
[removed]
2024-05-07T19:16:54
https://www.reddit.com/r/LocalLLaMA/comments/1cmk2bh/with_ryzen_5_5600x_32_gb_ram_and_rx_7800xt_16gb/
ValentineSokol
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmk2bh
false
null
t3_1cmk2bh
/r/LocalLLaMA/comments/1cmk2bh/with_ryzen_5_5600x_32_gb_ram_and_rx_7800xt_16gb/
false
false
self
1
null
Automated LLM Speech Convo (w Avatars) [Backend = Groq Llama-3-70b, STT = OpenAI, Images = SDXL]
14
2024-05-07T19:14:00
https://v.redd.it/ubyid59202zc1
Straight_Flamingo_89
/r/LocalLLaMA/comments/1cmjzw6/automated_llm_speech_convo_w_avatars_backend_groq/
1970-01-01T00:00:00
0
{}
1cmjzw6
false
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t3_1cmjzw6
/r/LocalLLaMA/comments/1cmjzw6/automated_llm_speech_convo_w_avatars_backend_groq/
false
false
https://external-preview…39facd48a42ec9c0
14
{'enabled': False, 'images': [{'id': 'azloNWo0OTIwMnpjMcIbn8iz-5XyFMt4HdMDLMtrCuLw6Duoax367rH1ubEJ', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/azloNWo0OTIwMnpjMcIbn8iz-5XyFMt4HdMDLMtrCuLw6Duoax367rH1ubEJ.png?width=108&crop=smart&format=pjpg&auto=webp&s=cd858eac8bef5f60e97258750e82f2ec9d118...
What’s Next for AI? Maybe It’s Time to Rebuild Human Minds
1
[removed]
2024-05-07T19:07:47
https://www.reddit.com/r/LocalLLaMA/comments/1cmjuik/whats_next_for_ai_maybe_its_time_to_rebuild_human/
f4ilal0t
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmjuik
false
null
t3_1cmjuik
/r/LocalLLaMA/comments/1cmjuik/whats_next_for_ai_maybe_its_time_to_rebuild_human/
false
false
self
1
null
Help getting Commad-R to break out with uncensored tasks
0
Forewarning: This is for Educational purposes, I am a masters student and this is part of my thesis Has anyone had any luck getting cohere to break out of its guardrails without finetuning it. I found one such article: [Using it to harass people](https://www.lesswrong.com/posts/4vPZgvhmBkTikYikA/creating-unrestricte...
2024-05-07T19:02:28
https://www.reddit.com/r/LocalLLaMA/comments/1cmjpy4/help_getting_commadr_to_break_out_with_uncensored/
easternelegent
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmjpy4
false
null
t3_1cmjpy4
/r/LocalLLaMA/comments/1cmjpy4/help_getting_commadr_to_break_out_with_uncensored/
false
false
self
0
{'enabled': False, 'images': [{'id': 'dHJzZYwPqWVxhQYvgRrgjRloV1YNhG6JB5SwuFNfka0', 'resolutions': [{'height': 39, 'url': 'https://external-preview.redd.it/be0zY2NPwGpIIBaV3ioHjtq3IDDMyiWiB_klk96jay4.jpg?width=108&crop=smart&auto=webp&s=20e6366e9f7b16fedab2353e966e990f1b98fffe', 'width': 108}, {'height': 79, 'url': 'ht...
Setting up Rig to run LLM
1
[removed]
2024-05-07T18:41:21
https://www.reddit.com/r/LocalLLaMA/comments/1cmj76c/setting_up_rig_to_run_llm/
Bonbon1749
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmj76c
false
null
t3_1cmj76c
/r/LocalLLaMA/comments/1cmj76c/setting_up_rig_to_run_llm/
false
false
self
1
null
How do I train a model on our private knowledge base?
7
We are mechanical engineering company that want to use Ai for assistance on customer end and internal know how. Is there program we use to feed it document to train on?
2024-05-07T18:39:02
https://www.reddit.com/r/LocalLLaMA/comments/1cmj57k/how_do_i_train_a_model_on_our_private_knowledge/
Confidence_Possible
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmj57k
false
null
t3_1cmj57k
/r/LocalLLaMA/comments/1cmj57k/how_do_i_train_a_model_on_our_private_knowledge/
false
false
self
7
null
Table comparing the M4 to the M3 to the M2.
0
2024-05-07T18:36:07
https://www.anandtech.com/show/21387/apple-announces-m4-soc-latest-and-greatest-starts-on-ipad-pro
fallingdowndizzyvr
anandtech.com
1970-01-01T00:00:00
0
{}
1cmj2oc
false
null
t3_1cmj2oc
/r/LocalLLaMA/comments/1cmj2oc/table_comparing_the_m4_to_the_m3_to_the_m2/
false
false
https://b.thumbs.redditm…Y9qCX9ZAU0UQ.jpg
0
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My Fortune 50 company is terrified at the legality of local LLMs, any bulletproof licenses?
1
[removed]
2024-05-07T18:31:44
https://www.reddit.com/r/LocalLLaMA/comments/1cmiysy/my_fortune_50_company_is_terrified_at_the/
Waterbottles_solve
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmiysy
false
null
t3_1cmiysy
/r/LocalLLaMA/comments/1cmiysy/my_fortune_50_company_is_terrified_at_the/
false
false
self
1
null
Optimizing MoE
1
[removed]
2024-05-07T18:26:51
https://www.reddit.com/r/LocalLLaMA/comments/1cmiuh6/optimizing_moe/
xShaDowZ_
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmiuh6
false
null
t3_1cmiuh6
/r/LocalLLaMA/comments/1cmiuh6/optimizing_moe/
false
false
self
1
null
Prefill Efficiency Differences
5
I’ve been testing LLMs on mobile devices and comparing between different CPUs recently when I found out that while token generation rate can be close between the newest generation of processors, their prefill rate varies a lot. For example, on the Mediatek Dimensity 9300 and the Qualcomm Snapdragon 8 Gen 3, the tokens...
2024-05-07T18:21:01
https://www.reddit.com/r/LocalLLaMA/comments/1cmipg1/prefill_efficiency_differences/
Tree-Sheep
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmipg1
false
null
t3_1cmipg1
/r/LocalLLaMA/comments/1cmipg1/prefill_efficiency_differences/
false
false
self
5
null
Apple working on AI chips for data centers, WSJ reports
17
2024-05-07T18:17:48
https://www.reuters.com/technology/apple-working-ai-chips-data-centers-wsj-reports-2024-05-07/
fallingdowndizzyvr
reuters.com
1970-01-01T00:00:00
0
{}
1cmimpq
false
null
t3_1cmimpq
/r/LocalLLaMA/comments/1cmimpq/apple_working_on_ai_chips_for_data_centers_wsj/
false
false
https://b.thumbs.redditm…Mqo4ziI0P19Q.jpg
17
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Gpt2-chatbot (GPT-S) to GPT-11 road map
3
GPT-5: This is the multimodal AI already under development which will also have AI Agent capability and will essentially be a glorified Copilot Pro, which is a GPT-4 Turbo powered team-of-experts. --End multimodal trajectory and enter strong supervisors-- 1 week Gpt2-chatbot/GPT-S (Supercharged): What GPT-5 would b...
2024-05-07T18:11:36
https://www.reddit.com/r/LocalLLaMA/comments/1cmihgg/gpt2chatbot_gpts_to_gpt11_road_map/
mustberocketscience
self.LocalLLaMA
1970-01-01T00:00:00
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1cmihgg
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self
3
null
Open WebUI
1
[removed]
2024-05-07T18:03:14
https://www.reddit.com/r/LocalLLaMA/comments/1cmiaf4/open_webui/
Sharpeex
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmiaf4
false
null
t3_1cmiaf4
/r/LocalLLaMA/comments/1cmiaf4/open_webui/
false
false
self
1
null
What are your thoughts on the new Apple M4 Chip?
81
2024-05-07T17:51:27
https://www.apple.com/newsroom/2024/05/apple-introduces-m4-chip/
ChromeGhost
apple.com
1970-01-01T00:00:00
0
{}
1cmi06k
false
null
t3_1cmi06k
/r/LocalLLaMA/comments/1cmi06k/what_are_your_thoughts_on_the_new_apple_m4_chip/
false
false
https://b.thumbs.redditm…Qsy1P4XXQF_U.jpg
81
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LLM Load Speed, Storage Speed & RAM, keeping model in system RAM
6
1. I have 512gb ram and a lot goes unutilized. Before I do my own testing, I was wondering if any of you have experimented with keeping models in memory longer, so they can be loaded to vram from system memory. Is there a way to have ollama (or openweb-ui) keep the model in system RAM for next time it's loaded? And/o...
2024-05-07T17:51:08
https://www.reddit.com/r/LocalLLaMA/comments/1cmhzxb/llm_load_speed_storage_speed_ram_keeping_model_in/
SamSausages
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmhzxb
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t3_1cmhzxb
/r/LocalLLaMA/comments/1cmhzxb/llm_load_speed_storage_speed_ram_keeping_model_in/
false
false
self
6
null
Apple M4 is here - "38 trillion operations per second" for ML
207
[Full video](https://events-delivery.apple.com/2403kaqfcpzjjnpkkkkmbtyqacnyrknu/m3u8/vod_index-FWvkXNNmsRMrZDXBaxokUYtHsLjfLzXu.m3u8) Video summary by The Verge: [https://www.youtube.com/watch?v=bMdhx5ijGN8](https://www.youtube.com/watch?v=bMdhx5ijGN8) The video and [website](https://www.apple.com/ipad-pro/) menti...
2024-05-07T17:47:43
https://www.reddit.com/r/LocalLLaMA/comments/1cmhx0a/apple_m4_is_here_38_trillion_operations_per/
privacyparachute
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmhx0a
false
null
t3_1cmhx0a
/r/LocalLLaMA/comments/1cmhx0a/apple_m4_is_here_38_trillion_operations_per/
false
false
self
207
null
GPT2-chatbot by OpenAI?
1
2024-05-07T17:37:51
https://i.redd.it/41n6r0i6j1zc1.jpeg
stalkermustang
i.redd.it
1970-01-01T00:00:00
0
{}
1cmhot4
false
null
t3_1cmhot4
/r/LocalLLaMA/comments/1cmhot4/gpt2chatbot_by_openai/
false
false
https://b.thumbs.redditm…FsbdWIx8vtlg.jpg
1
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"im-a-good-gpt2-chatbot" confirms itself to be a GPT-4.5 variant
1
2024-05-07T17:30:39
https://www.reddit.com/gallery/1cmhis3
PenguinTheOrgalorg
reddit.com
1970-01-01T00:00:00
0
{}
1cmhis3
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null
t3_1cmhis3
/r/LocalLLaMA/comments/1cmhis3/imagoodgpt2chatbot_confirms_itself_to_be_a_gpt45/
false
false
https://b.thumbs.redditm…oKSdeAp1Q4HY.jpg
1
null
Llama 3 8B Instruct "abliterated" GGUFs and fp16 released; 8B model to "inhibit" refusal.
118
2024-05-07T17:16:15
https://huggingface.co/failspy/Llama-3-8B-Instruct-abliterated-GGUF
FailSpai
huggingface.co
1970-01-01T00:00:00
0
{}
1cmh6ru
false
null
t3_1cmh6ru
/r/LocalLLaMA/comments/1cmh6ru/llama_3_8b_instruct_abliterated_ggufs_and_fp16/
false
false
https://b.thumbs.redditm…RQGVoOfpxIME.jpg
118
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GPT2 can be open sourced
0
GPT2 model architecture is already available. Is this whole good-gpt2-chatbot thing about OpenAI's open source redemption arc? In an interview last week, he said that people will appreciate 'managed services' as well as open source models. It's in OpenAIs interest to lead in both domains. Am I just seeing connections ...
2024-05-07T17:11:07
https://www.reddit.com/r/LocalLLaMA/comments/1cmh2f8/gpt2_can_be_open_sourced/
medialoungeguy
self.LocalLLaMA
1970-01-01T00:00:00
0
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1cmh2f8
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/r/LocalLLaMA/comments/1cmh2f8/gpt2_can_be_open_sourced/
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false
self
0
null
When WizardLM-3 70B based on Llama 3 70B?
1
[removed]
2024-05-07T17:08:20
https://www.reddit.com/r/LocalLLaMA/comments/1cmh022/when_wizardlm3_70b_based_on_llama_3_70b/
inkberk
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmh022
false
null
t3_1cmh022
/r/LocalLLaMA/comments/1cmh022/when_wizardlm3_70b_based_on_llama_3_70b/
false
false
self
1
null
Llama3 70b on groq scared the F out of me: it said, it will write on forums, and even call ppl!
1
[removed]
2024-05-07T17:03:23
https://www.reddit.com/r/LocalLLaMA/comments/1cmgvxg/llama3_70b_on_groq_scared_the_f_out_of_me_it_said/
hwfsm
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmgvxg
false
null
t3_1cmgvxg
/r/LocalLLaMA/comments/1cmgvxg/llama3_70b_on_groq_scared_the_f_out_of_me_it_said/
false
false
self
1
null
Does EXL2 require ram to be the same or higher than vram/model size?
3
To be more specific lets say I have 8gb of ram and 48gb of vram. Would I be able to load models above 8gb? I was looking at triple slot x79 options then found out that there was no option for video output. I could probably switch it to another cpu with video output but before that im just thinking if a riserless minin...
2024-05-07T17:00:03
https://www.reddit.com/r/LocalLLaMA/comments/1cmgsrq/does_exl2_require_ram_to_be_the_same_or_higher/
Saifl
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmgsrq
false
null
t3_1cmgsrq
/r/LocalLLaMA/comments/1cmgsrq/does_exl2_require_ram_to_be_the_same_or_higher/
false
false
self
3
null
GPU vs API
19
2024-05-07T16:49:10
https://github.com/MichaelMartinez/GPUvsAPI?tab=readme-ov-file
monkmartinez
github.com
1970-01-01T00:00:00
0
{}
1cmgjoe
false
null
t3_1cmgjoe
/r/LocalLLaMA/comments/1cmgjoe/gpu_vs_api/
false
false
https://b.thumbs.redditm…yNr5HBplwYhs.jpg
19
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LLama3 70b on groq scared the F out of me: (it said, it will write on forums, and even call ppl!)
1
[removed]
2024-05-07T16:44:42
https://www.reddit.com/r/LocalLLaMA/comments/1cmgfyd/llama3_70b_on_groq_scared_the_f_out_of_me_it_said/
hwfsm
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmgfyd
false
null
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/r/LocalLLaMA/comments/1cmgfyd/llama3_70b_on_groq_scared_the_f_out_of_me_it_said/
false
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self
1
null
Llama-3-8B-Instruct-Coder-v2 - The previously flawed yet still high performing coder tuned model version 2 released
175
2024-05-07T16:39:58
https://i.redd.it/t5e99u3t81zc1.jpeg
nanotothemoon
i.redd.it
1970-01-01T00:00:00
0
{}
1cmgbv9
false
null
t3_1cmgbv9
/r/LocalLLaMA/comments/1cmgbv9/llama38binstructcoderv2_the_previously_flawed_yet/
false
false
https://b.thumbs.redditm…EVTgEmiSEPEY.jpg
175
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Building OpenGPTs: a fully open-source GPT Store alternative. Currently in v0 early stages but the foundation is set.
13
2024-05-07T15:47:17
https://v.redd.it/tm6mgi3dz0zc1
Hesenc
/r/LocalLLaMA/comments/1cmf2se/building_opengpts_a_fully_opensource_gpt_store/
1970-01-01T00:00:00
0
{}
1cmf2se
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t3_1cmf2se
/r/LocalLLaMA/comments/1cmf2se/building_opengpts_a_fully_opensource_gpt_store/
false
false
https://external-preview…cd8629becadda9b9
13
{'enabled': False, 'images': [{'id': 'Ymh6cnVuMmR6MHpjMYnqD85QhxkhGXnwlYUrWvPEUdNmUdneWwvgMHIngAxW', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/Ymh6cnVuMmR6MHpjMYnqD85QhxkhGXnwlYUrWvPEUdNmUdneWwvgMHIngAxW.png?width=108&crop=smart&format=pjpg&auto=webp&s=83a0d94cb8e3062e5c8ca05fe6233e99dccf5...
OpenAI has been scaling each new version at least by a factor of 10X
88
back in 2017, GPT-1 was trained with 117 million parameters/weights. In november of 2019, GPT-2 was released, 1.8B parameters, an order of magnitude larger than it's predecessor. One year later, OpenAI has already finished training of GPT-3, again, an order of magnitude jump in size of almost 100X (175B). 2023 comes, a...
2024-05-07T15:35:51
https://www.reddit.com/r/LocalLLaMA/comments/1cmet2d/openai_has_been_scaling_each_new_version_at_least/
Caffdy
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cmet2d
false
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/r/LocalLLaMA/comments/1cmet2d/openai_has_been_scaling_each_new_version_at_least/
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self
88
null
Apple M4 Silicon Announced with 120GB/s Memory Bandwidth
0
So far this base M4 chip is only appearing in the refreshed iPad Pro models. This likely means the M4 Ultra will have 240GB/s memory bandwidth!
2024-05-07T15:09:23
https://www.reddit.com/r/LocalLLaMA/comments/1cme6uy/apple_m4_silicon_announced_with_120gbs_memory/
AgentNeoh
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1cme6uy
false
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t3_1cme6uy
/r/LocalLLaMA/comments/1cme6uy/apple_m4_silicon_announced_with_120gbs_memory/
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self
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null