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They're addding DALL-E to MS-Paint! | 1 | I thought I would share with you all what I imagine MS-Paint level memes to be like in the future once they implement a lightweight, perhaps \~7B param version of Copilot to go along with the lightweight DALL-E for multimodal meme generation ☺️
https://preview.redd.it/gdu06a26gkzb1.png?width=685&format=png&auto=webp... | 2023-11-10T18:47:53 | https://www.reddit.com/r/LocalLLaMA/comments/17sat79/theyre_addding_dalle_to_mspaint/ | OldAd9530 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17sat79 | false | null | t3_17sat79 | /r/LocalLLaMA/comments/17sat79/theyre_addding_dalle_to_mspaint/ | false | false | 1 | null | |
Squeezing performance out of models with no video card. | 4 | Hoping to get some advice on parameter adjustments or maybe just better insight into hardware limitations. This is my first stab at hosting locally and as well, I'm no hardware guru, so there's bound to be a lot of ignorance in this post.
I have a box with 60 threads and 128gb of ram, no video card, running debian. I'... | 2023-11-10T18:29:24 | https://www.reddit.com/r/LocalLLaMA/comments/17saewx/squeezing_performance_out_of_models_with_no_video/ | NBehrends | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17saewx | false | null | t3_17saewx | /r/LocalLLaMA/comments/17saewx/squeezing_performance_out_of_models_with_no_video/ | false | false | self | 4 | null |
Guess: Will Mistral 70B be open source? | 9 |
[View Poll](https://www.reddit.com/poll/17s9hbp) | 2023-11-10T17:46:52 | https://www.reddit.com/r/LocalLLaMA/comments/17s9hbp/guess_will_mistral_70b_be_open_source/ | TheTwelveYearOld | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17s9hbp | false | null | t3_17s9hbp | /r/LocalLLaMA/comments/17s9hbp/guess_will_mistral_70b_be_open_source/ | false | false | self | 9 | null |
Create/Query vector database with LLM | 3 | I am new to using a vector database so bear with me. I have a codebase that I want to feed into a local vector database. I am using Weaviate. I can create the database with `SentenceTransformer('all-MiniLM-L6-v2')` but when I try to query the database with nearText and nearVector I don't get any hits with any queries ... | 2023-11-10T17:34:26 | https://www.reddit.com/r/LocalLLaMA/comments/17s977z/createquery_vector_database_with_llm/ | that_one_guy63 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17s977z | false | null | t3_17s977z | /r/LocalLLaMA/comments/17s977z/createquery_vector_database_with_llm/ | false | false | self | 3 | null |
they are releasing the code to train your very own Zephyr models! | 94 | this is amazing 🔥🔥 | 2023-11-10T17:25:54 | https://x.com/_lewtun/status/1722993938402025975?s=34 | GasBond | x.com | 1970-01-01T00:00:00 | 0 | {} | 17s90ey | false | null | t3_17s90ey | /r/LocalLLaMA/comments/17s90ey/they_are_releasing_the_code_to_train_your_very/ | false | false | default | 94 | null |
Confining LLaMA 2's context for RAG QA | 2 | So I want to ask for advice on 2 related topics:
1. If I have a corpus of many documents embedded in a vector store, how can I dynamically select (by metadata, for example) a subset of them and only perform retrieval on that subset for answer generation.
2. I want LLaMa to be able to say I DO NOT KNOW if the context ... | 2023-11-10T16:57:18 | https://www.reddit.com/r/LocalLLaMA/comments/17s8d7h/confining_llama_2s_context_for_rag_qa/ | asakura_matsunoki | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17s8d7h | false | null | t3_17s8d7h | /r/LocalLLaMA/comments/17s8d7h/confining_llama_2s_context_for_rag_qa/ | false | false | self | 2 | null |
Local LLM tutorials and courses for beginners | 8 | Are there any recommended high quality courses or tutorials on using local LLM? Eg on Youtube or similar, aimed at beginners with a basic very understanding of machine learning, with use cases, and how to set them up and use them. There is a lot of difficult to understand jargon in this area and also hundreds of videos... | 2023-11-10T16:56:34 | https://www.reddit.com/r/LocalLLaMA/comments/17s8cl0/local_llm_tutorials_and_courses_for_beginners/ | mobileappz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17s8cl0 | false | null | t3_17s8cl0 | /r/LocalLLaMA/comments/17s8cl0/local_llm_tutorials_and_courses_for_beginners/ | false | false | self | 8 | null |
What Makes a Great Language Model? | 26 | This piece touches on a few related questions, including:
* Why does training an LLM on the internet’s data work?
* Why does prompting with “You are an expert” help?
* Why is chat fine tuning (reinforcement learning/DPO) useful?
* Why is lower perplexity not always better?
In short, language models work because good... | 2023-11-10T16:46:58 | https://www.reddit.com/r/LocalLLaMA/comments/17s84u3/what_makes_a_great_language_model/ | TrelisResearch | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17s84u3 | false | null | t3_17s84u3 | /r/LocalLLaMA/comments/17s84u3/what_makes_a_great_language_model/ | false | false | self | 26 | null |
Local LLM interaction with the environment | 5 | Hello, can someone direct me to resources that cover integration od Local LLMs and external systems.
I would need to use llama2 to get instructions from the user, such as - "Open a folder named llama2 on C partition." and use the llama2 interpretation do execute the instruction.
One approach that comes to my mind is... | 2023-11-10T16:02:00 | https://www.reddit.com/r/LocalLLaMA/comments/17s74ub/local_llm_interaction_with_the_environment/ | Soft-Conclusion-2004 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17s74ub | false | null | t3_17s74ub | /r/LocalLLaMA/comments/17s74ub/local_llm_interaction_with_the_environment/ | false | false | self | 5 | null |
Introducing Jais 30B, the latest open source Arabic-English model developed by Core42 & Cerebras | 38 | 2023-11-10T15:50:51 | https://www.g42.ai/resources/publications/Jais-30B | maroule | g42.ai | 1970-01-01T00:00:00 | 0 | {} | 17s6vu9 | false | null | t3_17s6vu9 | /r/LocalLLaMA/comments/17s6vu9/introducing_jais_30b_the_latest_open_source/ | false | false | 38 | {'enabled': False, 'images': [{'id': 'SVQQLdoM6ICA-Q9T-p18XkQO-8E-QVaa2bObGUg0qvg', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/66HvticOb3w7ehZVGEEczAV0CrT0krFlhsyuHq7-sDc.jpg?width=108&crop=smart&auto=webp&s=e08d5d20d4a0d90869b6aac50be790f13c44846f', 'width': 108}, {'height': 121, 'url': 'h... | ||
A selfhostable chatbot like character.ai/crushon.ai? | 1 | l've been experimenting with character.ai a bit recently, I thought it was a bit too limiting and had no nsfw support, so I switch to the uncensored version called
crushon.ai..
is there a free & selfhostable version or a another
similar ai model? | 2023-11-10T15:06:40 | https://www.reddit.com/r/LocalLLaMA/comments/17s5xf9/a_selfhostable_chatbot_like_characteraicrushonai/ | Adrian_8115 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17s5xf9 | false | null | t3_17s5xf9 | /r/LocalLLaMA/comments/17s5xf9/a_selfhostable_chatbot_like_characteraicrushonai/ | false | false | self | 1 | null |
What are some of the considerations when deploying apis against self hosted LLMs? | 5 | While OpenAI and similar AI companies provide API access to their models and charge by the token, and major cloud providers, especially those with AI offerings, provide infrastructure and charge by the minute, I've been thinking about the 3rd option involving APIs around self hosted models.
I looked at some GPU cloud... | 2023-11-10T14:19:12 | https://www.reddit.com/r/LocalLLaMA/comments/17s4z9k/what_are_some_of_the_considerations_when/ | Jimmy-Coder | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17s4z9k | false | null | t3_17s4z9k | /r/LocalLLaMA/comments/17s4z9k/what_are_some_of_the_considerations_when/ | false | false | self | 5 | null |
Why not test all models for training on the test data with Min-K% Prob? | 8 | So there detect pretrain data, https://swj0419.github.io/detect-pretrain.github.io/ , where one can test if a model has been pretrained on the text or not, so why dont we just test all the models going on the leaderboard, and just reject those detected for pretrain data? It would end the "train on test" issue | 2023-11-10T14:12:53 | https://www.reddit.com/r/LocalLLaMA/comments/17s4uv2/why_not_test_all_models_for_training_on_the_test/ | vatsadev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17s4uv2 | false | null | t3_17s4uv2 | /r/LocalLLaMA/comments/17s4uv2/why_not_test_all_models_for_training_on_the_test/ | false | false | self | 8 | null |
Best model to recreate AI Dungeon. | 39 | So, a couple years ago, i found something called AI dungeon, it was my first contact with an AI model. It was very good until it got censored af. The version i used was probably using GPT 2 or 1 (idk)
Is there any model that can compare or is better for text based RPGS that isn't very censored and preferably 7b (im ru... | 2023-11-10T14:07:06 | https://www.reddit.com/r/LocalLLaMA/comments/17s4qya/best_model_to_recreate_ai_dungeon/ | RexorGamerYt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17s4qya | false | null | t3_17s4qya | /r/LocalLLaMA/comments/17s4qya/best_model_to_recreate_ai_dungeon/ | false | false | self | 39 | null |
Finetuning LLMs: Does it add new knowledge to model or not? | 22 | Can you share your experiences? | 2023-11-10T13:02:20 | https://www.reddit.com/r/LocalLLaMA/comments/17s3jkd/finetuning_llms_does_it_add_new_knowledge_to/ | Euphoric-Nebula-4559 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17s3jkd | false | null | t3_17s3jkd | /r/LocalLLaMA/comments/17s3jkd/finetuning_llms_does_it_add_new_knowledge_to/ | false | false | self | 22 | null |
Aether - ChatGPT with retrieval over python/js docs (Transformers, LlamaIndex, etc) | 2 | 2023-11-10T12:42:22 | https://www.reddit.com/gallery/17s3713 | bleugre3n | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 17s3713 | false | null | t3_17s3713 | /r/LocalLLaMA/comments/17s3713/aether_chatgpt_with_retrieval_over_pythonjs_docs/ | false | false | 2 | null | ||
Fine Tuning vs. Context? | 4 | Was diving deeper into local LLM tinkering and I wanted to understand: when would I want to fine tune vs. use context? What use cases would either cater to? Sorry if this is a bit basic, but still learning the ropes in terms of LLM tinkering and got confused between the two. An answer to this will really help me focus ... | 2023-11-10T12:11:41 | https://www.reddit.com/r/LocalLLaMA/comments/17s2p7n/fine_tuning_vs_context/ | masticore514219 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17s2p7n | false | null | t3_17s2p7n | /r/LocalLLaMA/comments/17s2p7n/fine_tuning_vs_context/ | false | false | self | 4 | null |
Does labeling datasets stored in a Vector DB make sense? | 4 |
Hello, I'm still new to this, but I want to focus on using a RAG and Vector DB to store all my personal and work-related data.
I'm seeking a better understanding of how things work.
I'm interested in covering multiple domains, such as "Sales," "Marketing," and "Security."
I plan to use an embedding model to creat... | 2023-11-10T12:10:22 | https://www.reddit.com/r/LocalLLaMA/comments/17s2oew/does_labeling_datasets_stored_in_a_vector_db_make/ | Moist_Influence1022 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17s2oew | false | null | t3_17s2oew | /r/LocalLLaMA/comments/17s2oew/does_labeling_datasets_stored_in_a_vector_db_make/ | false | false | self | 4 | null |
History context snapshot of visual assistant model | 1 | I'd like to capture and save image chatting context on drive to return back later at the same point of dialog. Is it possible with some local solution( LLAVA, miniGPT-4)? | 2023-11-10T11:34:46 | https://www.reddit.com/r/LocalLLaMA/comments/17s23ko/history_context_snapshot_of_visual_assistant_model/ | iVoider | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17s23ko | false | null | t3_17s23ko | /r/LocalLLaMA/comments/17s23ko/history_context_snapshot_of_visual_assistant_model/ | false | false | self | 1 | null |
Converting ctransformers script into single .exe file with pyinstaller | 3 | I have a python script that takes some input text, processes it with a local 7B model, and spits out the models completion. When I call the script it runs beautifully (albeit slowly) on CPU only using the ctransformers library.
I'm now trying to convert my script into a single-click .exe file that any user can run it ... | 2023-11-10T10:49:35 | https://www.reddit.com/r/LocalLLaMA/comments/17s1gaz/converting_ctransformers_script_into_single_exe/ | Hoblywobblesworth | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17s1gaz | false | null | t3_17s1gaz | /r/LocalLLaMA/comments/17s1gaz/converting_ctransformers_script_into_single_exe/ | false | false | self | 3 | null |
Nice, llama.cpp is now also supported by LMQL | 31 | 2023-11-10T10:33:14 | https://lmql.ai/docs/models/llama.cpp.html | smart_kanak | lmql.ai | 1970-01-01T00:00:00 | 0 | {} | 17s18do | false | null | t3_17s18do | /r/LocalLLaMA/comments/17s18do/nice_llamacpp_is_now_also_supported_by_lmql/ | false | false | default | 31 | null | |
[Mistral AI model] Finetuning with [MASK] special token ? | 1 | Hi,
I cannot find the information. Can I use the special token '\[MASK\]' for finetuning ?
Thanks, | 2023-11-10T09:54:00 | https://www.reddit.com/r/LocalLLaMA/comments/17s0pu8/mistral_ai_model_finetuning_with_mask_special/ | Significant_Ad_3682 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17s0pu8 | false | null | t3_17s0pu8 | /r/LocalLLaMA/comments/17s0pu8/mistral_ai_model_finetuning_with_mask_special/ | false | false | self | 1 | null |
Leveraging RAG with Code llama for Conversational Coding | 1 | [removed] | 2023-11-10T09:46:25 | https://www.reddit.com/r/LocalLLaMA/comments/17s0mdh/leveraging_rag_with_code_llama_for_conversational/ | Darth-Coderr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17s0mdh | false | null | t3_17s0mdh | /r/LocalLLaMA/comments/17s0mdh/leveraging_rag_with_code_llama_for_conversational/ | false | false | self | 1 | null |
I wonder theres way to run LLM without loading on ram | 5 | ​
https://preview.redd.it/txoqaubzehzb1.png?width=1062&format=png&auto=webp&s=5ce1e0599c1b0430106cd828cad77dc516a42a4a
​
https://reddit.com/link/17rzqfm/video/fqtexzq5fhzb1/player
https://preview.redd.it/s60h7gh1fhzb1.png?width=1016&format=png&auto=webp&s=23f963f561d4f57c8562924032301ce0256e4249
Hear... | 2023-11-10T08:35:22 | https://www.reddit.com/r/LocalLLaMA/comments/17rzqfm/i_wonder_theres_way_to_run_llm_without_loading_on/ | wjohhan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rzqfm | false | null | t3_17rzqfm | /r/LocalLLaMA/comments/17rzqfm/i_wonder_theres_way_to_run_llm_without_loading_on/ | false | false | 5 | null | |
Yi-34B vs Yi-34B-200K on sequences <32K and <4K | 34 | Hello!
By popular demand I am planning a fine-tune of [https://huggingface.co/dreamgen/opus-v0-7b](https://huggingface.co/dreamgen/opus-v0-7b) on top of Yi-34B and wonder whether to use the 200K as the base.
The regular Yi-34B seems slightly better than Yi-34B-200K on standard benchmarks, but I wonder how it "feels" ... | 2023-11-10T08:09:52 | https://www.reddit.com/r/LocalLLaMA/comments/17rzed4/yi34b_vs_yi34b200k_on_sequences_32k_and_4k/ | DreamGenX | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rzed4 | false | null | t3_17rzed4 | /r/LocalLLaMA/comments/17rzed4/yi34b_vs_yi34b200k_on_sequences_32k_and_4k/ | false | false | 34 | {'enabled': False, 'images': [{'id': '98mqfuLQqhOo6wYj_0R8RKbblLEpRDNNPr8PL5b-mCw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/bxGTMHddHB6xBmkOsMM8niUhwWvQQK9CP74IkM-M0vs.jpg?width=108&crop=smart&auto=webp&s=f9601e62b4ac6b74a74657273ef6858d59a1b5e6', 'width': 108}, {'height': 116, 'url': 'h... | |
S-LoRA: Serving Thousand LLMs on Single GPU | 1 | [removed] | 2023-11-10T07:56:09 | https://www.reddit.com/r/LocalLLaMA/comments/17rz7iu/slora_serving_thousand_llms_on_single_gpu/ | Optimal-Resist-5416 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rz7iu | false | null | t3_17rz7iu | /r/LocalLLaMA/comments/17rz7iu/slora_serving_thousand_llms_on_single_gpu/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'FKznEFKSnZK8t3-Au0POQhEownkxE6T6_gaY2gNTFuI', 'resolutions': [{'height': 44, 'url': 'https://external-preview.redd.it/2ZMcYZRQ4xwhqyGSIaO9ck5bcikNqWmDSBxzEP-pYiA.jpg?width=108&crop=smart&auto=webp&s=6a16ea3f1cc03b7064fe91351d9db59a99e396af', 'width': 108}, {'height': 89, 'url': 'ht... |
LLMs and local data ingestion | 1 | I'm pretty new to this entire field of LLMs. I've played around with a few of the models in the oobabooga ui and have been eyeing some of the other gui options on github as well.
Recently, I've stumbled upon a lot of terms like "Langchain" or "Rag" that seem super interesting. As far as I understand this, you can inge... | 2023-11-10T07:51:48 | https://www.reddit.com/r/LocalLLaMA/comments/17rz5c0/llms_and_local_data_ingestion/ | uDerRedHead | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rz5c0 | false | null | t3_17rz5c0 | /r/LocalLLaMA/comments/17rz5c0/llms_and_local_data_ingestion/ | false | false | self | 1 | null |
US judge trims AI copyright lawsuit against Meta | 42 | 2023-11-10T07:16:38 | https://www.reuters.com/legal/litigation/us-judge-trims-ai-copyright-lawsuit-against-meta-2023-11-09/ | Prince_Noodletocks | reuters.com | 1970-01-01T00:00:00 | 0 | {} | 17ryoiz | false | null | t3_17ryoiz | /r/LocalLLaMA/comments/17ryoiz/us_judge_trims_ai_copyright_lawsuit_against_meta/ | false | false | 42 | {'enabled': False, 'images': [{'id': '5Xs6sKHULXydPkCiIqZ_FP-wT8mAmEpYiyh-fo6hIhc', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/jnewQk9GoVZ27nAFQTkX2iMSTPLGJvDup8wqY5TEzoI.jpg?width=108&crop=smart&auto=webp&s=737adfd8856ff04f69aa5db1503c0d8229302de0', 'width': 108}, {'height': 113, 'url': 'h... | ||
Any Open Source Local LLM GUI Built with .NET Framework. | 2 | Right now I really only know about and LM Studio for running and using models, I feel like it's really good and useful but closed source.
Then I saw this ([https://www.reddit.com/r/LocalLLaMA/comments/16eoozu/best\_software\_webgui/](https://www.reddit.com/r/LocalLLaMA/comments/16eoozu/best_software_webgui/)) thread ... | 2023-11-10T07:08:18 | https://www.reddit.com/r/LocalLLaMA/comments/17rykee/any_open_source_local_llm_gui_built_with_net/ | TechieRathor | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rykee | false | null | t3_17rykee | /r/LocalLLaMA/comments/17rykee/any_open_source_local_llm_gui_built_with_net/ | false | false | self | 2 | null |
Text to Image and text to video: model suggestions | 1 | Hi! Please suggest some of the latest Image to Text and Image to Video models.
Please share their RAM and VRAM requirements as well.
Also if possible, suggest the best models that can work with 8GB or less VRAM.
Also are any of these models available in .gguf format? or supported by llama.cpp? | 2023-11-10T06:24:21 | https://www.reddit.com/r/LocalLLaMA/comments/17rxyet/text_to_image_and_text_to_video_model_suggestions/ | Atharv_Jaju | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rxyet | false | null | t3_17rxyet | /r/LocalLLaMA/comments/17rxyet/text_to_image_and_text_to_video_model_suggestions/ | false | false | self | 1 | null |
How to implement my library in a chatbot? | 1 |
I would like to create a chatbot working entirely locally in order to have a good LLM for my rtx 4070 and through the RAG store the knowledge coming from the epub(pdf, txt) of my books.
Are there already existing projects that have given good results in this sense?
If not, how can I implement it and what tools to us... | 2023-11-10T05:56:50 | https://www.reddit.com/r/LocalLLaMA/comments/17rxjw4/how_to_implement_my_library_in_a_chatbot/ | Aristocle- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rxjw4 | false | null | t3_17rxjw4 | /r/LocalLLaMA/comments/17rxjw4/how_to_implement_my_library_in_a_chatbot/ | false | false | self | 1 | null |
How can i speed up inference on M1/16gig. what models/embeddings (?) to use with LM studio? | 1 | im ready to power up to the next phase of my addiction - speed. basically i want to run batch jobs and have the ai generate all day long. but for that i need speed. speed is what we need!
Any tips on speeding up an M1/16gig so its spits out text faster. looking for general summarization / rewriting tasks with a prompt... | 2023-11-10T05:21:22 | https://www.reddit.com/r/LocalLLaMA/comments/17rx06j/how_can_i_speed_up_inference_on_m116gig_what/ | herozorro | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rx06j | false | null | t3_17rx06j | /r/LocalLLaMA/comments/17rx06j/how_can_i_speed_up_inference_on_m116gig_what/ | false | false | self | 1 | null |
Seeking Feedback: Integrate LLMs with Just 3 Lines of Code – Pay for Cloud Use Only | 2 | I'm developing a JavaScript library tailored for the smooth integration of open source Large Language Models (LLMs) into web applications. This tool simplifies the activation of sophisticated LLM features in your web projects to just three lines of code.
The library smartly determines whether to run the LLMs in the we... | 2023-11-10T04:33:04 | https://www.reddit.com/r/LocalLLaMA/comments/17rw7y4/seeking_feedback_integrate_llms_with_just_3_lines/ | emotion_something | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rw7y4 | false | null | t3_17rw7y4 | /r/LocalLLaMA/comments/17rw7y4/seeking_feedback_integrate_llms_with_just_3_lines/ | false | false | self | 2 | null |
humane ai pin dropping next week, how come I haven't heard more news abt this? seems like very capable tech packed into such a small device if it indeed works as they are marketing it--- i'm curious to see what type of latency it has for voice commands. | 10 | 2023-11-10T04:31:32 | https://hu.ma.ne/?utm_source=Humane&utm_campaign=9adde64a40-EMAIL_CAMPAIGN_2023_11_10_12_03&utm_medium=email&utm_term=0_968542ce76-9adde64a40-%5BLIST_EMAIL_ID%5D | LyPreto | hu.ma.ne | 1970-01-01T00:00:00 | 0 | {} | 17rw70s | false | null | t3_17rw70s | /r/LocalLLaMA/comments/17rw70s/humane_ai_pin_dropping_next_week_how_come_i/ | false | false | 10 | {'enabled': False, 'images': [{'id': '6QVyrwdhr605apqxm1xSqMrLnoIihYgJ6p7lvh-B6ic', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/9hoSK2PVhXxmykw-qdao1YwZuHrh4uVDU6wt0rPDacI.jpg?width=108&crop=smart&auto=webp&s=7d56f5b546368c191c2864cead97e22f55bd6556', 'width': 108}, {'height': 121, 'url': 'h... | ||
Open-source UI and template for running wasm models in the browser | 1 | 2023-11-10T04:21:22 | https://wasmai.vercel.app/ | toonistic | wasmai.vercel.app | 1970-01-01T00:00:00 | 0 | {} | 17rw0q4 | false | null | t3_17rw0q4 | /r/LocalLLaMA/comments/17rw0q4/opensource_ui_and_template_for_running_wasm/ | false | false | default | 1 | null | |
How to start on LLM productionalization? | 1 | I am new to LLM, though I have an understanding of Classical ML (Regression, Classification, etc.). Is there any course available on the background theory of LLMs (from a high level, not too deep) and how to put it into production? I often see acronyms in this sub which I am not aware of.
I have come across [HG NLP co... | 2023-11-10T03:21:07 | https://www.reddit.com/r/LocalLLaMA/comments/17ruxn9/how_to_start_on_llm_productionalization/ | AMGraduate564 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ruxn9 | false | null | t3_17ruxn9 | /r/LocalLLaMA/comments/17ruxn9/how_to_start_on_llm_productionalization/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '5DhY4vsMgWX6V2WnE9qoAXKn3eWVeQlb06uFrJcB3oY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/VFQBbkgkBI063_oML9nKv0Go-02bFPBZ3yy6xMYgj5Q.jpg?width=108&crop=smart&auto=webp&s=a4c057404bd0d79eb5dbbd348e6fe764ba9b48fb', 'width': 108}, {'height': 116, 'url': 'h... |
cant get cuda to work with llama-cpp-python in wsl ubuntu. | 2 | I tried everything at this point i think i am doing something wrong or i have discovered some very strange bug. i was thinking on posting on their github but i am not sure if i am not simply making a very stupid error.
\`\`\`
in a fresh conda install set up with python 3.12
i used export LLAMA\_CUBLAS=1
then i copi... | 2023-11-10T03:09:43 | https://www.reddit.com/r/LocalLLaMA/comments/17ruptr/cant_get_cuda_to_work_with_llamacpppython_in_wsl/ | Noxusequal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ruptr | false | null | t3_17ruptr | /r/LocalLLaMA/comments/17ruptr/cant_get_cuda_to_work_with_llamacpppython_in_wsl/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'nfayPavSUB5ngYv6-19UHNBThsXfcLIDQl4HkEe3Cv0', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/yzSfTlKTSYGpEXeFgyDvHlfoLGOFQJqPuH_Y38RBz2U.jpg?width=108&crop=smart&auto=webp&s=0aad06750c23b98c9b7595343a8b54a42dc18851', 'width': 108}, {'height': 216, 'url': '... |
Textbook interrogation | 2 | Are there any available ways to finetune/train a lora based on a set of textbooks? I'm not sure how parsing the data would work since it wouldn't be in question/answer format. | 2023-11-10T02:17:10 | https://www.reddit.com/r/LocalLLaMA/comments/17rtp98/textbook_interrogation/ | yt112358 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rtp98 | false | null | t3_17rtp98 | /r/LocalLLaMA/comments/17rtp98/textbook_interrogation/ | false | false | self | 2 | null |
Goliath-120B - quants and future plans | 129 | A few people here tried the Goliath-120B model I released a while back, and looks like TheBloke has released the quantized versions now. So far, the reception has been largely positive.
[https://huggingface.co/TheBloke/goliath-120b-GPTQ](https://huggingface.co/TheBloke/goliath-120b-GPTQ)
[https://huggingface.co/TheBl... | 2023-11-10T01:23:18 | https://www.reddit.com/r/LocalLLaMA/comments/17rsmox/goliath120b_quants_and_future_plans/ | AlpinDale | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rsmox | false | null | t3_17rsmox | /r/LocalLLaMA/comments/17rsmox/goliath120b_quants_and_future_plans/ | false | false | self | 129 | {'enabled': False, 'images': [{'id': 'iAzYQz0yMNg9UU82vWtPLHax5lxy5Tc0al0EQsLmrUs', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/VCvvgKqPd3ZBJafM5oqkjBx7QmU3-GwZ8jsNO-sEXeg.jpg?width=108&crop=smart&auto=webp&s=7e9479e48fdb14fbac6a3c82ad56c22dd452b0c5', 'width': 108}, {'height': 116, 'url': 'h... |
RAG in a couple lines of code with txtai-wikipedia embeddings database + Mistral | 73 | 2023-11-10T01:05:28 | davidmezzetti | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 17rs9ui | false | null | t3_17rs9ui | /r/LocalLLaMA/comments/17rs9ui/rag_in_a_couple_lines_of_code_with_txtaiwikipedia/ | false | false | 73 | {'enabled': True, 'images': [{'id': '6UxJ4ynI2AZy1BbRt4bZ28NcMvr9ov4wbmf7f9p7fZw', 'resolutions': [{'height': 74, 'url': 'https://preview.redd.it/1qlnga2x6fzb1.jpeg?width=108&crop=smart&auto=webp&s=f86dccd2174589a868000520efb32aa4ae6c1511', 'width': 108}, {'height': 149, 'url': 'https://preview.redd.it/1qlnga2x6fzb1.jp... | |||
Point me towards some basic dataset preparation tips for LLM's? | 5 | I have some basic confusions over how to prepare a dataset for training. My plan is to use a model like llama2 7b chat, and train it on some proprietary data I have (in its raw format, this data is very similar to a text book). Do I need to find a way to reformat this large amount of text into a bunch of pairs like "qu... | 2023-11-09T23:41:06 | https://www.reddit.com/r/LocalLLaMA/comments/17rqir0/point_me_towards_some_basic_dataset_preparation/ | ArtifartX | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rqir0 | false | null | t3_17rqir0 | /r/LocalLLaMA/comments/17rqir0/point_me_towards_some_basic_dataset_preparation/ | false | false | self | 5 | null |
Question about Langchain and Open Source LLMs | 1 | I have been experimenting with Langchain. I tried getting Llama 2 13b to use Langchain tools. I also tried running Code Llama as an SQL agent. I always get the error "Could not parse LLM output." I am trying to build an application that can generate SQL queries from natural language and has some form of memory of conve... | 2023-11-09T23:39:53 | https://www.reddit.com/r/LocalLLaMA/comments/17rqhs7/question_about_langchain_and_open_source_llms/ | tail-recursion | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rqhs7 | false | null | t3_17rqhs7 | /r/LocalLLaMA/comments/17rqhs7/question_about_langchain_and_open_source_llms/ | false | false | self | 1 | null |
Looking for a budget LLM Hosting server advice | 1 | Hey, im looking for a budget LLM hosting server, to selfhost. I'm thinking of a mb with 7 at least pcie lanes, and, buying P40s? I want to upgrade it slowly to support the max 7, would there be any downsides to this/alternatives? \*p40 would cost about $1300 all 7 combined\*. | 2023-11-09T23:33:34 | https://www.reddit.com/r/LocalLLaMA/comments/17rqcx5/looking_for_a_budget_llm_hosting_server_advice/ | Pale_Ad_6029 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rqcx5 | false | null | t3_17rqcx5 | /r/LocalLLaMA/comments/17rqcx5/looking_for_a_budget_llm_hosting_server_advice/ | false | false | self | 1 | null |
Is it possible to use a context size larger than the native one of the model you're using? | 3 | On SillyTavern for example, can I just set the n_ctx as high as my system can handle and expect it to work? Or will you get non standard output when you go beyond the "native" context size? | 2023-11-09T22:49:11 | https://www.reddit.com/r/LocalLLaMA/comments/17rpdhq/is_it_possible_to_use_a_context_size_larger_than/ | Lucky_Increase_1037 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rpdhq | false | null | t3_17rpdhq | /r/LocalLLaMA/comments/17rpdhq/is_it_possible_to_use_a_context_size_larger_than/ | false | false | self | 3 | null |
LocalGPT + Llama 7B faster on Macbook CPU vs Desktop GPU? | 1 | I'm coding a chatbot for a school project and I've been using Llama 2-7B through localGPT. I installed cuda on my desktop computer in the hopes that it would perform better than my macbook pro, but flask application ended up taking 10x to generate a response. Strangely enough, the llama\_print\_timings only said the to... | 2023-11-09T22:42:29 | https://www.reddit.com/r/LocalLLaMA/comments/17rp7zr/localgpt_llama_7b_faster_on_macbook_cpu_vs/ | 9090112 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rp7zr | false | null | t3_17rp7zr | /r/LocalLLaMA/comments/17rp7zr/localgpt_llama_7b_faster_on_macbook_cpu_vs/ | false | false | self | 1 | null |
Is there an open source equivalent for creating Custom GPTs like the one OpenAI introduced | 4 | If not are there any efforts that are similar? Is there anyone working on replicating the system?
I have done some testing and saw that OpenAI employs GPT-3.5 to do the processing for Custom GPTs and outperforms GPT-4 on answering fact-based questions. This is kind of expected but what shocked me was the sheer amount ... | 2023-11-09T22:12:51 | https://www.reddit.com/r/LocalLLaMA/comments/17rok7i/is_there_an_open_source_equivalent_for_creating/ | No_Yak8345 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rok7i | false | null | t3_17rok7i | /r/LocalLLaMA/comments/17rok7i/is_there_an_open_source_equivalent_for_creating/ | false | false | self | 4 | null |
Down to memory lane, 2022 - "Google's LaMDA Ai is sentient, I swear" | 179 | 2023-11-09T21:47:43 | FPham | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 17rnzog | false | null | t3_17rnzog | /r/LocalLLaMA/comments/17rnzog/down_to_memory_lane_2022_googles_lamda_ai_is/ | false | false | 179 | {'enabled': True, 'images': [{'id': 'vQi_FdFjOXvyRiujlXakqZjTnTk_dceKiepcclX2gLY', 'resolutions': [{'height': 73, 'url': 'https://preview.redd.it/9znigqde7ezb1.png?width=108&crop=smart&auto=webp&s=5fdc3363818d1df8c9cc21455189b0b4cd96112b', 'width': 108}, {'height': 147, 'url': 'https://preview.redd.it/9znigqde7ezb1.png... | |||
2 x RTX 3090s on an X399 and 1950x Threadripper? | 3 | I have an old X399 w/1950x Threadripper lying around unused (these days I pretty much use my M1 Max MBP w/64GB via a TB3 docking station exclusively). I was wondering if there are any issues running 2xRTX 3090 w/24GB on that rig - one user claimed there were some potential issues but they were referring to a 4x3090 set... | 2023-11-09T21:14:50 | https://www.reddit.com/r/LocalLLaMA/comments/17rn8ab/2_x_rtx_3090s_on_an_x399_and_1950x_threadripper/ | 5kisbetterthan4k | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rn8ab | false | null | t3_17rn8ab | /r/LocalLLaMA/comments/17rn8ab/2_x_rtx_3090s_on_an_x399_and_1950x_threadripper/ | false | false | self | 3 | null |
Regarding long context and quadratic attention | 1 | Hello everyone.
I have been catching up with the recent literature regarding long context. I am reading [kaiokendev post](https://kaiokendev.github.io/til#extending-context-to-8k) and [NTK scaling](https://www.reddit.com/r/LocalLLaMA/comments/14lz7j5/ntkaware_scaled_rope_allows_llama_models_to_have/). One question tha... | 2023-11-09T20:37:16 | https://www.reddit.com/r/LocalLLaMA/comments/17rme8v/regarding_long_context_and_quadratic_attention/ | tt19234 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rme8v | false | null | t3_17rme8v | /r/LocalLLaMA/comments/17rme8v/regarding_long_context_and_quadratic_attention/ | false | false | self | 1 | null |
Exclusive survey: Experts don't trust tech CEOs on AI | 58 | 2023-11-09T20:15:27 | https://www.axios.com/2023/11/08/tech-ceos-distrust-expert-survey | searcher1k | axios.com | 1970-01-01T00:00:00 | 0 | {} | 17rlxqj | false | null | t3_17rlxqj | /r/LocalLLaMA/comments/17rlxqj/exclusive_survey_experts_dont_trust_tech_ceos_on/ | false | false | 58 | {'enabled': False, 'images': [{'id': '-dDBA1a2TSec1RntqvkxLwfoJ8SMv7NMvVV8vdJJ6gg', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/nHVJRKqvYm9ctBsER7o1Gy1tXM7zvbAm_VxJlMoY13Q.jpg?width=108&crop=smart&auto=webp&s=973ef2e719287b41a63a92a69127c44dce683eff', 'width': 108}, {'height': 121, 'url': 'h... | ||
load llama-2 in 8b quantization? | 1 | The question is probably too basic. But how do i load llama2 70B model using 8b quantization? I see TheBlokeLlama2\_70B\_chat\_GPTQ but they only show 3b/4b quantization. I have 80G A100 and try to load llama2 70B model with 8b quantization. Thanks a lot! | 2023-11-09T19:46:29 | https://www.reddit.com/r/LocalLLaMA/comments/17rlapz/load_llama2_in_8b_quantization/ | peterwu00 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rlapz | false | null | t3_17rlapz | /r/LocalLLaMA/comments/17rlapz/load_llama2_in_8b_quantization/ | false | false | self | 1 | null |
How is Yi-34B rated so highly? | 1 | [removed] | 2023-11-09T19:28:47 | https://www.reddit.com/r/LocalLLaMA/comments/17rkw3l/how_is_yi34b_rated_so_highly/ | Lantus9 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rkw3l | false | null | t3_17rkw3l | /r/LocalLLaMA/comments/17rkw3l/how_is_yi34b_rated_so_highly/ | false | false | self | 1 | null |
GPT-4's 128K context window tested | 138 | This fella tested the new 128K context window and had some interesting findings.
\* GPT-4’s recall performance started to degrade above 73K tokens
\* Low recall performance was correlated when the fact to be recalled was placed between at 7%-50% document depth
\* If the fact was at the beginning of the document, it... | 2023-11-09T18:44:13 | https://www.reddit.com/r/LocalLLaMA/comments/17rjwh6/gpt4s_128k_context_window_tested/ | Ok_Relationship_9879 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rjwh6 | false | null | t3_17rjwh6 | /r/LocalLLaMA/comments/17rjwh6/gpt4s_128k_context_window_tested/ | false | false | self | 138 | {'enabled': False, 'images': [{'id': 'ymU6YX_LHVJfaun7NAOa91DelnsTFGnDzZWqRSjSd4U', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/Bf-Qrea4Q3KQh50ceaoIYKf0zsvbtNI78Br4jFxUV-o.jpg?width=108&crop=smart&auto=webp&s=e490a63eb0e04cbb08eb8a6648e427b859322beb', 'width': 108}, {'height': 113, 'url': 'h... |
Small model fine tuning or QLora on Bigger One? | 4 | In your experience if I have a huge dataset and low gpu resource, Is it Better to fully finetune a smaller model (1B max) or QLora on a Bigger One? | 2023-11-09T18:38:29 | https://www.reddit.com/r/LocalLLaMA/comments/17rjrp4/small_model_fine_tuning_or_qlora_on_bigger_one/ | _ragnet_7 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rjrp4 | false | null | t3_17rjrp4 | /r/LocalLLaMA/comments/17rjrp4/small_model_fine_tuning_or_qlora_on_bigger_one/ | false | false | self | 4 | null |
Nearing Q4 23, what's the best web UI frontend? | 11 | That's supports:
- saving prompts
- Works with OpenAI
- self hosted for privacy
I'm currently using this one (ChatGPT Next Web) which is quite good but at the pace we're moving, I'm left wondering if there is something better? It also doesn't share session history across devices.
https://github.com/Yidadaa/ChatGPT-Ne... | 2023-11-09T18:15:04 | https://www.reddit.com/r/LocalLLaMA/comments/17rj8fd/nearing_q4_23_whats_the_best_web_ui_frontend/ | ctrl-brk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rj8fd | false | null | t3_17rj8fd | /r/LocalLLaMA/comments/17rj8fd/nearing_q4_23_whats_the_best_web_ui_frontend/ | false | false | self | 11 | {'enabled': False, 'images': [{'id': '7kP30Ib5ejZ62gLhaidLvLKv_N89D-cXJHDcqI2ohHQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/-wTFzNh2wJOAYJ2Sw8q__dyFVBAPeT_6s59DOb2OA48.jpg?width=108&crop=smart&auto=webp&s=3cb54a47b0641b9ac77315aa484f04f4c29c803a', 'width': 108}, {'height': 108, 'url': 'h... |
Look's like Mistral's cooking something tasty... no word on release date yet, though. | 176 | 2023-11-09T17:48:28 | hzj5790 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 17rimrh | false | null | t3_17rimrh | /r/LocalLLaMA/comments/17rimrh/looks_like_mistrals_cooking_something_tasty_no/ | false | false | 176 | {'enabled': True, 'images': [{'id': 'dsZUtDcsPw0PQWVEyGg-hM7nVL_xaWWnzfUGwoTjX-Q', 'resolutions': [{'height': 33, 'url': 'https://preview.redd.it/jqnl9wwo0dzb1.png?width=108&crop=smart&auto=webp&s=9c7d465a100e693e2a016b3f9ee6c3c6daf95791', 'width': 108}, {'height': 67, 'url': 'https://preview.redd.it/jqnl9wwo0dzb1.png?... | |||
Open LLM Leaderboard has been re-evaluated with 3 new metrics and all models retested | 202 | 2023-11-09T17:29:34 | https://twitter.com/ClementDelangue/status/1722620987374735795 | jd_3d | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 17ri7dj | false | {'oembed': {'author_name': 'clem 🤗', 'author_url': 'https://twitter.com/ClementDelangue', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">The open-source models were starting to be too good for the <a href="https://twitter.com/huggingface?ref_src=twsrc%5Etfw">... | t3_17ri7dj | /r/LocalLLaMA/comments/17ri7dj/open_llm_leaderboard_has_been_reevaluated_with_3/ | false | false | 202 | {'enabled': False, 'images': [{'id': '_T1W20Sd4n93t-Xo8BsXDyMXr1MTMdYzHUCSV9ne0D4', 'resolutions': [{'height': 61, 'url': 'https://external-preview.redd.it/ZHgLQkHQRFDCc4jvVydGFm4KT120NxF2t4hnxtpGypg.jpg?width=108&crop=smart&auto=webp&s=957cf6563df1ae7fbe05eda97cb9593c850ff56b', 'width': 108}], 'source': {'height': 80,... | ||
MonadGPT, an early modern chatbot trained on Mistral-Hermes and 17th century books. | 70 | 2023-11-09T15:45:40 | Dorialexandre | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 17rfugl | false | null | t3_17rfugl | /r/LocalLLaMA/comments/17rfugl/monadgpt_an_early_modern_chatbot_trained_on/ | false | false | 70 | {'enabled': True, 'images': [{'id': 'sqBySPGXLwRq06LDktNABJIZlF-t4Q5AFBHSfdw1Vr4', 'resolutions': [{'height': 63, 'url': 'https://preview.redd.it/vu7vqr6yeczb1.png?width=108&crop=smart&auto=webp&s=12426293b70370a1cde432da8fd3fb98d822536b', 'width': 108}, {'height': 126, 'url': 'https://preview.redd.it/vu7vqr6yeczb1.png... | |||
Thinking about what people ask for in llama 3 | 18 | So I was looking at some of the things people ask for in llama 3, kinda judging them over whether they made sense or were feasible.
Mixture of Experts - Why? This literally is useless to us. MoE helps with Flops issues, it takes up more vram than a dense model. OpenAI makes it work, it isn't naturally superior or bett... | 2023-11-09T14:46:13 | https://www.reddit.com/r/LocalLLaMA/comments/17rejen/thinking_about_what_people_ask_for_in_llama_3/ | vatsadev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rejen | false | null | t3_17rejen | /r/LocalLLaMA/comments/17rejen/thinking_about_what_people_ask_for_in_llama_3/ | false | false | self | 18 | null |
Has There Been Any Research on Curriculum Learning for Pre-training or Fine-Tuning Large Language Models? | 5 | Hey new to this world since chatgpt, I've been thinking about the training process for large language models and have a question for the community regarding the structure of datasets used in pre-training and fine-tuning phases.
My understanding is that these models are exposed to a diverse and randomized array of data... | 2023-11-09T13:55:28 | https://www.reddit.com/r/LocalLLaMA/comments/17rdgiu/has_there_been_any_research_on_curriculum/ | IndividualAd1648 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rdgiu | false | null | t3_17rdgiu | /r/LocalLLaMA/comments/17rdgiu/has_there_been_any_research_on_curriculum/ | false | false | self | 5 | null |
Astute Christmas Llama Santa Hat Ugly Xmas Tree Alpaca Gift pop | 1 | 2023-11-09T13:51:16 | https://www.reddit.com/gallery/17rddlx | dawiw41198 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 17rddlx | false | null | t3_17rddlx | /r/LocalLLaMA/comments/17rddlx/astute_christmas_llama_santa_hat_ugly_xmas_tree/ | false | false | 1 | null | ||
Alternatives to chat.lmsys.org? | 9 | [chat.lmsys.org](https://chat.lmsys.org/) is great. It has the best open source models, and it let's you control temperature and other parameters.
However, they have a limit on the **message length that I can send to the LLM**, something like 400 words, although the model supports much longer messages.
Do you happen... | 2023-11-09T13:13:09 | https://www.reddit.com/r/LocalLLaMA/comments/17rcn8d/alternatives_to_chatlmsysorg/ | ammar- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rcn8d | false | null | t3_17rcn8d | /r/LocalLLaMA/comments/17rcn8d/alternatives_to_chatlmsysorg/ | false | false | self | 9 | null |
Free ChatGPT (not the paid version) locally? | 1 | Is it possible to have something comparable to free ChatGPT (not the paid version) locally? I think free chatgpt is version 3 or 3.5, right?
What is the hardware needed? A simple consumer gpu (RTX) would suffice? | 2023-11-09T12:55:07 | https://www.reddit.com/r/LocalLLaMA/comments/17rcb4q/free_chatgpt_not_the_paid_version_locally/ | crav88 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rcb4q | false | null | t3_17rcb4q | /r/LocalLLaMA/comments/17rcb4q/free_chatgpt_not_the_paid_version_locally/ | false | false | self | 1 | null |
🗺️ Well maintained guide to current state of AI and LLMs, for beginners/ non-tech professionals? | 32 | Hi team
There are a lot of components out there that come together in different configurations to conjure up AIs. Things like:
Xb model Y
Fine tuning
Hallucinations
Llama
Ollama
LangChain
LocalGPT
AutoGPT
PrivateGPT
All come up frequently.
Is there a good guide to build up my intelligence and vocabulary? Ideally so... | 2023-11-09T12:36:37 | https://www.reddit.com/r/LocalLLaMA/comments/17rbzgj/well_maintained_guide_to_current_state_of_ai_and/ | laterral | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rbzgj | false | null | t3_17rbzgj | /r/LocalLLaMA/comments/17rbzgj/well_maintained_guide_to_current_state_of_ai_and/ | false | false | self | 32 | null |
Revolutionizing Shipments: ChatGPT Takes on Logistics! 🚛🌐 | 1 | Hey Reddit pals! 👋 Just stumbled upon an interesting read about ChatGPT entering the logistics scene. If you're curious about how AI is changing the game in shipments and deliveries, this one's for you.
The article delves into how ChatGPT is influencing logistics communication. From optimizing routes to enhancing cus... | 2023-11-09T11:43:58 | https://www.reddit.com/r/LocalLLaMA/comments/17rb4zj/revolutionizing_shipments_chatgpt_takes_on/ | Technical-Station284 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rb4zj | false | null | t3_17rb4zj | /r/LocalLLaMA/comments/17rb4zj/revolutionizing_shipments_chatgpt_takes_on/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'Ud9DVtOJYwqS2bPOuX4nNZUndV3VLknBaxs8KKjS-V4', 'resolutions': [{'height': 73, 'url': 'https://external-preview.redd.it/z9JyH66bDigdSy-dclJLIp-T9FNzxy-Gi2NBv0ZfVNQ.jpg?width=108&crop=smart&auto=webp&s=7c21a7556b3a002219e52c4f46917bdd8baa7e6e', 'width': 108}, {'height': 147, 'url': 'h... |
Looking for CPU Inference Hardware (8 Channel Ram Server Motherboards) | 3 | Just wondering if anyone with more knowledge on server hardware could point me in the direction of getting an 8 channel ddr4 server up and running (Estimated bandwidth speed is around 200gb/s) So I would think it would be plenty for inferencing LLM's.
I would prefer to go used Server hardware due to price, when compa... | 2023-11-09T11:43:32 | https://www.reddit.com/r/LocalLLaMA/comments/17rb4rd/looking_for_cpu_inference_hardware_8_channel_ram/ | jasonmbrown | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rb4rd | false | null | t3_17rb4rd | /r/LocalLLaMA/comments/17rb4rd/looking_for_cpu_inference_hardware_8_channel_ram/ | false | false | self | 3 | null |
Anyone got the DeepSeek Coder GGUF working? | 1 | [removed] | 2023-11-09T11:39:03 | https://www.reddit.com/r/LocalLLaMA/comments/17rb2at/anyone_got_the_deepseek_coder_gguf_working/ | airtwink | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17rb2at | false | null | t3_17rb2at | /r/LocalLLaMA/comments/17rb2at/anyone_got_the_deepseek_coder_gguf_working/ | false | false | self | 1 | null |
Guidance and LM Studio issue | 2 | Hi all,
I'm trying to make it work Guidance with LM Studio. This is my code:
from langchain.llms import OpenAI
import guidance
llm = OpenAI(
openai_api_key="NULL",
temperature=0,
openai_api_base="http://localhost:1234/v1",
max_tokens=-1
)
g... | 2023-11-09T10:03:08 | https://www.reddit.com/r/LocalLLaMA/comments/17r9pu6/guidance_and_lm_studio_issue/ | giammy677 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17r9pu6 | false | null | t3_17r9pu6 | /r/LocalLLaMA/comments/17r9pu6/guidance_and_lm_studio_issue/ | false | false | self | 2 | null |
Autogen integration with llama2 | 1 | [removed] | 2023-11-09T09:02:18 | https://www.reddit.com/r/LocalLLaMA/comments/17r8x66/autogen_integration_with_llama2/ | YouZealousideal3904 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17r8x66 | false | null | t3_17r8x66 | /r/LocalLLaMA/comments/17r8x66/autogen_integration_with_llama2/ | false | false | self | 1 | null |
Building a Quotes Generator | 3 | While learning scraping, I have scraped quotes (about 100) from [quotestoscrape](https://quotes.toscrape.com/js/). I wish to use these quotes to fine-tune an LLM to create a quotes generator using this list of quotes. I am looking for the smallest but good-performing LLMs (preferably found on HuggingFace) to fine-tune.... | 2023-11-09T07:45:46 | https://www.reddit.com/r/LocalLLaMA/comments/17r7wzn/building_a_quotes_generator/ | Responsible-Prize848 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17r7wzn | false | null | t3_17r7wzn | /r/LocalLLaMA/comments/17r7wzn/building_a_quotes_generator/ | false | false | self | 3 | null |
Llama 13B as Leo on Brave browser | 16 | Sidebar:
​
https://preview.redd.it/ccx23dlv0azb1.png?width=437&format=png&auto=webp&s=197b4b5707f1b564b98c3d301a68e1efc46b04ca | 2023-11-09T07:43:41 | https://www.reddit.com/r/LocalLLaMA/comments/17r7vxs/llama_13b_as_leo_on_brave_browser/ | aguei | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17r7vxs | false | null | t3_17r7vxs | /r/LocalLLaMA/comments/17r7vxs/llama_13b_as_leo_on_brave_browser/ | false | false | 16 | null | |
Have some Ram upgrade from 4 gb to 20 gb How i optimal my resource ? | 1 | Finaly i finish my thesis defense and got chance for upgrade my laptop ram to 20 gb, that so far best thing i can do, i currently run 7b mistral with it with koboldcpp but speed is.. kinda slow 0.3 token per second sometime it at peak 0.8 what wrong here ? or should i try ooboga instead or gpt4free ? | 2023-11-09T07:31:21 | https://www.reddit.com/r/LocalLLaMA/comments/17r7pxo/have_some_ram_upgrade_from_4_gb_to_20_gb_how_i/ | Merchant_Lawrence | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17r7pxo | false | null | t3_17r7pxo | /r/LocalLLaMA/comments/17r7pxo/have_some_ram_upgrade_from_4_gb_to_20_gb_how_i/ | false | false | self | 1 | null |
on-demand inference or batch inference? | 7 | Hey All,
what does making a model prediction look like for your current projects? Are you building a model for a web-app and you're running on-demand inference? Are you working on a research project or doing some analysis that requires making hundreds of thousands to millions of predictions all at once?
I'm current... | 2023-11-09T06:08:28 | https://www.reddit.com/r/LocalLLaMA/comments/17r6kax/ondemand_inference_or_batch_inference/ | Ok_Post_149 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17r6kax | false | null | t3_17r6kax | /r/LocalLLaMA/comments/17r6kax/ondemand_inference_or_batch_inference/ | false | false | self | 7 | null |
Deepseek Code error. Need help! | 7 | Hey Redditors,
​
im really new to the LLM stuff but i got most of it set up and every model i tried until now seemed to work fine. Just yesterday i downloaded the deepseek code Model 33B (Instruct and Base) but everytime i try to load it i get this error message:
Traceback (most recent call last):
Fil... | 2023-11-09T05:55:10 | https://www.reddit.com/r/LocalLLaMA/comments/17r6cz2/deepseek_code_error_need_help/ | Jirker | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17r6cz2 | false | null | t3_17r6cz2 | /r/LocalLLaMA/comments/17r6cz2/deepseek_code_error_need_help/ | false | false | self | 7 | null |
Llama 3 will be released in the first quarter of 2024? | 162 | PS. This is Text from Bing AI. | 2023-11-09T03:31:41 | Majestical-psyche | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 17r3zjh | false | null | t3_17r3zjh | /r/LocalLLaMA/comments/17r3zjh/llama_3_will_be_released_in_the_first_quarter_of/ | false | false | 162 | {'enabled': True, 'images': [{'id': 't_nhFYeck6M5UOy8WOLG01UbnrJszUpL2kKvbDb7UR8', 'resolutions': [{'height': 136, 'url': 'https://preview.redd.it/nn2wxfx4s8zb1.jpg?width=108&crop=smart&auto=webp&s=7fe244ad9679d8effe6e0b99221326d4dd948cca', 'width': 108}, {'height': 272, 'url': 'https://preview.redd.it/nn2wxfx4s8zb1.jp... | ||
Budget machine for tinkering with LLMs | 1 | tl;dr: I'm considering building a budget machine for tinkering with LLMs, but I'm not sure if this is a good idea and how to go about it.
For context: I work in a university department. I currently have access to a 2080 Ti on a shared machine, and we're in the process of acquiring a small server with 2 L40 cards. So f... | 2023-11-09T03:04:12 | https://www.reddit.com/r/LocalLLaMA/comments/17r3g9s/budget_machine_for_tinkering_with_llms/ | the-uncle | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17r3g9s | false | null | t3_17r3g9s | /r/LocalLLaMA/comments/17r3g9s/budget_machine_for_tinkering_with_llms/ | false | false | self | 1 | null |
Help (low end stuff+LLM for CSV) | 1 | Hi there, newbie here, I have a Dell G3 3590 laptop with 8 GB of ram. I want to use an LLM to chat with a CSV file, the CSV file contains the description of safety incidents which I want to group into categories and (if possible) make some code with pandas and seaborn for visualization and other work-related stuff. Wha... | 2023-11-09T02:43:23 | https://www.reddit.com/r/LocalLLaMA/comments/17r3190/help_low_end_stuffllm_for_csv/ | mamarrecomolomuevesa | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17r3190 | false | null | t3_17r3190 | /r/LocalLLaMA/comments/17r3190/help_low_end_stuffllm_for_csv/ | false | false | self | 1 | null |
How do I chat with a model that uses Alpaca format? | 1 | I'm using theBloke's [model](https://huggingface.co/TheBloke/Xwin-MLewd-7B-V0.2-AWQ?not-for-all-audiences=true) which is alpaca format, but i have no idea how to actually use it, as everything it responds with is as if i were asking it programming questions. Im using text-generation-webui and can't find examples of how... | 2023-11-09T02:33:29 | https://www.reddit.com/r/LocalLLaMA/comments/17r2tu9/how_do_i_chat_with_a_model_that_uses_alpaca_format/ | rook2pawn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17r2tu9 | false | null | t3_17r2tu9 | /r/LocalLLaMA/comments/17r2tu9/how_do_i_chat_with_a_model_that_uses_alpaca_format/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'g3PeDmS6eWrYtcRA7iShTG19aCJp-iYdEVaF-YsRulQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/VadBfAjf6zYmghL7XyuDrWRr8y9XnOAnEFW1PliobLU.jpg?width=108&crop=smart&auto=webp&s=ffaaa57c526f72820a8119b2447de0491223df4e', 'width': 108}, {'height': 116, 'url': 'h... |
how to train local llama to search a postgres to answer client questions? | 1 | i was wondering how i can train local llama to search a postgres to answer client questions.
I am a python web developer and not well trained in AI.
how do i get started? | 2023-11-09T02:14:59 | https://www.reddit.com/r/LocalLLaMA/comments/17r2gad/how_to_train_local_llama_to_search_a_postgres_to/ | KimStacks | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17r2gad | false | null | t3_17r2gad | /r/LocalLLaMA/comments/17r2gad/how_to_train_local_llama_to_search_a_postgres_to/ | false | false | default | 1 | null |
Best practical method of knowledge distillation available? | 2 | TL;DR: Knowledge distillation generally performs worse than traning model from scratch on data from what I've seen online. Is there a method of KD where this doesn't happen and I get close to performance of a model if it was trained from scratch?
I'm asking this question here as I'm trying to run a distilled and small... | 2023-11-09T02:06:09 | https://www.reddit.com/r/LocalLLaMA/comments/17r2a3p/best_practical_method_of_knowledge_distillation/ | Xanta_Kross | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17r2a3p | false | null | t3_17r2a3p | /r/LocalLLaMA/comments/17r2a3p/best_practical_method_of_knowledge_distillation/ | false | false | self | 2 | null |
Question on LLM for email generation | 4 | Hi [r/LocalLLaMA](https://www.reddit.com/r/LocalLLaMA/),
I am working on a project that aims to use LLMs for generating emails. The end goal is to simply give the model an input such as "Generate an email from HR to employees at Meta regarding work from home policy" and let the LLM do its thing.
I've had rather succ... | 2023-11-09T00:55:41 | https://www.reddit.com/r/LocalLLaMA/comments/17r0u9i/question_on_llm_for_email_generation/ | yakun_goated | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17r0u9i | false | null | t3_17r0u9i | /r/LocalLLaMA/comments/17r0u9i/question_on_llm_for_email_generation/ | false | false | self | 4 | null |
Question on LLM for email generation | 1 | [removed] | 2023-11-09T00:52:25 | https://www.reddit.com/r/LocalLLaMA/comments/17r0rvc/question_on_llm_for_email_generation/ | moneybola | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17r0rvc | false | null | t3_17r0rvc | /r/LocalLLaMA/comments/17r0rvc/question_on_llm_for_email_generation/ | false | false | self | 1 | null |
Is it mathematically possible for neural networks to outperform traditional CPUs in simple (or not) calculations? | 1 | Is it mathematically possible for neural networks to outperform traditional CPUs in simple (or not) calculations?
Imagine a future where neural networks have become so advanced that they are much cheaper to operate. Even though neural networks are complex and usually use a lot of energy, could they ever become more co... | 2023-11-09T00:15:50 | https://www.reddit.com/r/LocalLLaMA/comments/17r00hl/is_it_mathematically_possible_for_neural_networks/ | maxhsy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17r00hl | false | null | t3_17r00hl | /r/LocalLLaMA/comments/17r00hl/is_it_mathematically_possible_for_neural_networks/ | false | false | self | 1 | null |
how can llm model serve multiple requests at the same time ? | 1 | [removed] | 2023-11-08T23:59:07 | https://www.reddit.com/r/LocalLLaMA/comments/17qznfx/how_can_llm_model_serve_multiple_requests_at_the/ | kaoutar- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qznfx | false | null | t3_17qznfx | /r/LocalLLaMA/comments/17qznfx/how_can_llm_model_serve_multiple_requests_at_the/ | false | false | self | 1 | null |
For roleplay purposes, Goliath-120b is absolutely thrilling me | 141 | I've used most of the high-end models in an unquantized format at some point or another (Xwin, Euryale, etc.) and found them generally pretty good experiences, but always seem to lack the ability to "show, not tell" in a way that a strong writer knows how to do, even when prompted to do so. At the same time, I've alway... | 2023-11-08T23:56:12 | https://www.reddit.com/r/LocalLLaMA/comments/17qzlat/for_roleplay_purposes_goliath120b_is_absolutely/ | tenmileswide | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qzlat | false | null | t3_17qzlat | /r/LocalLLaMA/comments/17qzlat/for_roleplay_purposes_goliath120b_is_absolutely/ | false | false | self | 141 | null |
Autogen with local models? | 2 | Hey guys,
is anyone using autogen with a local model to do multi agent stuff? I have used it with openai api but now wondering if their new assistants thing makes it obsolete? If I could run it all locally that would be a new large value add... | 2023-11-08T23:37:17 | https://www.reddit.com/r/LocalLLaMA/comments/17qz6bd/autogen_with_local_models/ | Hefty_Development813 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qz6bd | false | null | t3_17qz6bd | /r/LocalLLaMA/comments/17qz6bd/autogen_with_local_models/ | false | false | self | 2 | null |
8x P40/P100 (PCIE) servers | 1 | Are these worth bothering with? Or money better spent on 2x3090 or A6000? | 2023-11-08T23:28:13 | https://www.reddit.com/r/LocalLLaMA/comments/17qyyxh/8x_p40p100_pcie_servers/ | Training_Wait_3904 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qyyxh | false | null | t3_17qyyxh | /r/LocalLLaMA/comments/17qyyxh/8x_p40p100_pcie_servers/ | false | false | self | 1 | null |
How to run BakLLaVA (Mistral + LLaVA) on M1 Apple Silicon < 10 lines of code | 1 | [removed] | 2023-11-08T22:19:23 | https://www.reddit.com/r/LocalLLaMA/comments/17qxdpo/how_to_run_bakllava_mistral_llava_on_m1_apple/ | Fluid-Age-9266 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qxdpo | false | null | t3_17qxdpo | /r/LocalLLaMA/comments/17qxdpo/how_to_run_bakllava_mistral_llava_on_m1_apple/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '8tAyVLH3UAPaPbWwNY5fxn2epEZHgXmHHX9FG0v52wY', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/6qPPE_MEteNG7YjMdclTWa_8VyZ9dLGpuAwYdOw8C9Y.jpg?width=108&crop=smart&auto=webp&s=2579ab06751d4be737d11a4c5b21319da8fd6f74', 'width': 108}, {'height': 113, 'url': 'h... |
Is this normal for Tiefighter? | 1 | I have started to use Tiefighter 13b on ooba and is really great so far.
But I did notice that with characters that are ment to display their inner Thoughts, it just doesn't show them, even tho the character card specifies that they must be added at the end of each message.
I also noticed the same thing with charac... | 2023-11-08T21:32:47 | https://www.reddit.com/r/LocalLLaMA/comments/17qwa7i/is_this_normal_for_tiefighter/ | warpwaver | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qwa7i | false | null | t3_17qwa7i | /r/LocalLLaMA/comments/17qwa7i/is_this_normal_for_tiefighter/ | false | false | self | 1 | null |
What are you using your local language models for? | 1 | Just curious to hear what you're doing with it or building with it. | 2023-11-08T21:22:28 | https://www.reddit.com/r/LocalLLaMA/comments/17qw1k8/what_are_you_using_your_local_language_models_for/ | currentscurrents | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qw1k8 | false | null | t3_17qw1k8 | /r/LocalLLaMA/comments/17qw1k8/what_are_you_using_your_local_language_models_for/ | false | false | self | 1 | null |
How much RAM is needed to run Mistral Model | 5 | I have a dataset with context length of 6k. I want to fine tune Mistral model with 4 bit quantization and I faced with error while using 24 GIG RAM GPU.
​
Is there any base how much ram is needed for this large context length?
Thanks! | 2023-11-08T19:29:47 | https://www.reddit.com/r/LocalLLaMA/comments/17qtgqt/how_much_ram_is_needed_to_run_mistral_model/ | Choice_Diver_2585 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qtgqt | false | null | t3_17qtgqt | /r/LocalLLaMA/comments/17qtgqt/how_much_ram_is_needed_to_run_mistral_model/ | false | false | self | 5 | null |
Translate to and from 400+ languages locally with MADLAD-400 | 168 | Google [released](https://github.com/google-research/google-research/tree/master/madlad_400) T5X checkpoints for MADLAD-400 a couple of months ago, but nobody could figure out how to run them. Turns out the vocabulary was wrong, but they uploaded the correct one last week.
I've converted the models to [the safetens... | 2023-11-08T19:17:02 | https://www.reddit.com/r/LocalLLaMA/comments/17qt6m4/translate_to_and_from_400_languages_locally_with/ | jbochi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qt6m4 | false | null | t3_17qt6m4 | /r/LocalLLaMA/comments/17qt6m4/translate_to_and_from_400_languages_locally_with/ | false | false | self | 168 | {'enabled': False, 'images': [{'id': '3btX2_HKD7lPCtEfroguUxim9VlInGMg9HBUEO7a1i0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/XZF0XzCpWbvRdSwgVFa0ib-XdQ7JyGu55qtfsX6JgL0.jpg?width=108&crop=smart&auto=webp&s=0dc3ead42d1cc48e6f96d3cfd7dc6034f1fa809a', 'width': 108}, {'height': 108, 'url': 'h... |
Memory Needed while fine tuning Llama2-7b model | 1 | My longest context length is 6k. I want to fine tune Llama2-7b model on this dataset. How much RAM I will need if I load model with 4bit quantization using the bitsandbyte.
​
Thank you! | 2023-11-08T19:14:11 | https://www.reddit.com/r/LocalLLaMA/comments/17qt48f/memory_needed_while_fine_tuning_llama27b_model/ | Choice_Diver_2585 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qt48f | false | null | t3_17qt48f | /r/LocalLLaMA/comments/17qt48f/memory_needed_while_fine_tuning_llama27b_model/ | false | false | self | 1 | null |
training parameters to add knowledge through full-fine tuning | 1 | [removed] | 2023-11-08T19:12:44 | https://www.reddit.com/r/LocalLLaMA/comments/17qt31l/training_parameters_to_add_knowledge_through/ | Koliham | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qt31l | false | null | t3_17qt31l | /r/LocalLLaMA/comments/17qt31l/training_parameters_to_add_knowledge_through/ | false | false | self | 1 | null |
Hand writing llm? | 1 | So someone mentioned something interesting where they are having their kids write to santa and some lady is going to write back pretending to be santa. The first thought that came to mind is why not just use a AI.
Obviously we can use the llm to get text but is there a way to get it to automatically put it out as it ... | 2023-11-08T19:09:05 | https://www.reddit.com/r/LocalLLaMA/comments/17qszxf/hand_writing_llm/ | crua9 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qszxf | false | null | t3_17qszxf | /r/LocalLLaMA/comments/17qszxf/hand_writing_llm/ | false | false | self | 1 | null |
Kubernetes | 1 | What are the use case of k8s in the world of ML and llm ?
Could you direct me to sources? | 2023-11-08T18:48:21 | https://www.reddit.com/r/LocalLLaMA/comments/17qsiza/kubernetes/ | troposfer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qsiza | false | null | t3_17qsiza | /r/LocalLLaMA/comments/17qsiza/kubernetes/ | false | false | self | 1 | null |
Rag vs Vector db | 13 | I am confused about these 2 .
Sometimes people use it interchangeably. Is it because rag is a method and where u store it should be vector db ?
I remember before llms there was word2vec in the beginning ,before all of this llm.
But isn’t the hard part to create such a meaningful word2vec , by the way word2vec is now... | 2023-11-08T18:42:09 | https://www.reddit.com/r/LocalLLaMA/comments/17qse19/rag_vs_vector_db/ | troposfer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qse19 | false | null | t3_17qse19 | /r/LocalLLaMA/comments/17qse19/rag_vs_vector_db/ | false | false | self | 13 | null |
txtai 6.2 released: Adds binary quantization, bind parameters for multimedia SQL queries and performance improvements | 28 | 2023-11-08T18:40:12 | https://github.com/neuml/txtai | davidmezzetti | github.com | 1970-01-01T00:00:00 | 0 | {} | 17qscbn | false | null | t3_17qscbn | /r/LocalLLaMA/comments/17qscbn/txtai_62_released_adds_binary_quantization_bind/ | false | false | 28 | {'enabled': False, 'images': [{'id': 'yGKZrozFSrxZ0GNIkYzBAA-oiN8XXsSqY2UCG70-iIQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/3YUWfMShRqBFpIZSqhV_lhLNmjlzewmtrNDGDU3Q81w.jpg?width=108&crop=smart&auto=webp&s=a45d34c509784843115a731230b0416de3bae7b8', 'width': 108}, {'height': 108, 'url': 'h... | ||
Error when importing OpenAI with Llama Index | 2 | I get the following error when I try to import any OpenAI dependencies in llama index.
​
from llama_index.llms import OpenAI
\--> **---> 31** u/typing_extensions.deprecated( 32 "The Edits API is deprecated; please use Chat Completions instead.**\\n\\n**https://openai.com/blog/gpt-4-api-general-avail... | 2023-11-08T18:38:44 | https://www.reddit.com/r/LocalLLaMA/comments/17qsb7t/error_when_importing_openai_with_llama_index/ | LargeBrick7 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qsb7t | false | null | t3_17qsb7t | /r/LocalLLaMA/comments/17qsb7t/error_when_importing_openai_with_llama_index/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': '5-l9CZ_HW-7jVI6OB1-iWt48qTziuLMHEQ8IdI9SNIY', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/JE81nz4WNaSjmViMpOonmCMKa3U6FTPmw7Ets8WEYx8.jpg?width=108&crop=smart&auto=webp&s=cd1f87f27e6aea43705c715d827b3b4288821488', 'width': 108}, {'height': 216, 'url': '... |
Methods for Estimating Uncertainty in Finetuned LLMs for Text Classification | 4 | Hi everyone,
I'm exploring methods to quantify uncertainty in the outputs of large language models (LLMs) that have been finetuned for text classification tasks. I'm looking for strategies that are specifically tailored or adaptable to LLMs like Mistral7b when applied to text classification.
One paper I came across, ... | 2023-11-08T18:18:52 | https://www.reddit.com/r/LocalLLaMA/comments/17qrv1p/methods_for_estimating_uncertainty_in_finetuned/ | jmlbeau | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qrv1p | false | null | t3_17qrv1p | /r/LocalLLaMA/comments/17qrv1p/methods_for_estimating_uncertainty_in_finetuned/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/izh8gZHY4FqZ1nwtU1N_TjtohUCNuvTyMn90toXda80.jpg?width=108&crop=smart&auto=webp&s=bc9575b410002edc2df3c5b5b0355fefedc7baa8', 'width': 108}, {'height': 126, 'url': 'h... |
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