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Will Mistral-Medium eventually be released to the public? | 26 | It's a shame to see it locked behind API endpoints. | 2024-02-14T15:07:52 | https://www.reddit.com/r/LocalLLaMA/comments/1aqp206/will_mistralmedium_eventually_be_released_to_the/ | maxwell321 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqp206 | false | null | t3_1aqp206 | /r/LocalLLaMA/comments/1aqp206/will_mistralmedium_eventually_be_released_to_the/ | false | false | self | 26 | null |
Qwen prompt format (emtpy answer in llama.cpp) | 3 | What is the offical prompt format for Qwen? I am asking because sometimes I get empty answers when using qwen1\_5-14b-chat-q4\_k\_m.gguf with llama.cpp. I didn't follow a prompt format yet so I guess that is probably the problem? | 2024-02-14T14:38:14 | https://www.reddit.com/r/LocalLLaMA/comments/1aqodjt/qwen_prompt_format_emtpy_answer_in_llamacpp/ | LargeBrick7 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqodjt | false | null | t3_1aqodjt | /r/LocalLLaMA/comments/1aqodjt/qwen_prompt_format_emtpy_answer_in_llamacpp/ | false | false | self | 3 | null |
Multi GPU application | 1 | I'm creating an application using Llava1.5-7b (gguf and q5) with llama.cpp on an RTX 3080. The main problem is the 3080's 16GB VRAM, which doesn't allow me to put my application + the 7b model. At the moment, I'm having to offload the llava model onto my cpu, which is slowing down my entire pipeline considerably.
My ... | 2024-02-14T14:36:37 | https://www.reddit.com/r/LocalLLaMA/comments/1aqoc73/multi_gpu_application/ | Lotharian17 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqoc73 | false | null | t3_1aqoc73 | /r/LocalLLaMA/comments/1aqoc73/multi_gpu_application/ | false | false | self | 1 | null |
Nucleo AI: An open-source AI app and assistant beyond the chat box. | 120 | 2024-02-14T14:29:17 | https://v.redd.it/cogj8lhc9kic1 | AndrewVeee | /r/LocalLLaMA/comments/1aqo609/nucleo_ai_an_opensource_ai_app_and_assistant/ | 1970-01-01T00:00:00 | 0 | {} | 1aqo609 | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/cogj8lhc9kic1/DASHPlaylist.mpd?a=1710642563%2CNTY4ZTRjNGQyMzRhNzE5Zjg5Yzc1OTA1OTk3N2ZjYWJjNjdiZmQ3NjBhZWQ2ZjNhYzVlNWY0NGZjMjhhMGNmOA%3D%3D&v=1&f=sd', 'duration': 201, 'fallback_url': 'https://v.redd.it/cogj8lhc9kic1/DASH_720.mp4?source=fallback', 'h... | t3_1aqo609 | /r/LocalLLaMA/comments/1aqo609/nucleo_ai_an_opensource_ai_app_and_assistant/ | false | false | 120 | {'enabled': False, 'images': [{'id': 'YXVxeDRucXY5a2ljMcshI92Kw41Rv046v5vAmjCHY9bgrPue_QpwwZnMxD0Q', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/YXVxeDRucXY5a2ljMcshI92Kw41Rv046v5vAmjCHY9bgrPue_QpwwZnMxD0Q.png?width=108&crop=smart&format=pjpg&auto=webp&s=4a350159adf757b2ebbe5f48ad3627da61670... | ||
OpenAI gives ChatGPT a memory (their headline, not mine). Allows ChatGPT to remember stuff within and between sessions past the context window. | 1 | This isn't an advert, but rather an [interesting wired article](https://www.wired.com/story/chatgpt-memory-openai/) I came across yesterday, discussing the fact that they finally gave ChatGPT the brain it's been asking the wizard for all these years (sorry for the bad metaphor). Actually it sounds like some sort of dat... | 2024-02-14T14:05:14 | https://www.reddit.com/r/LocalLLaMA/comments/1aqnn90/openai_gives_chatgpt_a_memory_their_headline_not/ | spanielrassler | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqnn90 | false | null | t3_1aqnn90 | /r/LocalLLaMA/comments/1aqnn90/openai_gives_chatgpt_a_memory_their_headline_not/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '8PgiY0hBsHs_l9lhngIt8qWPp41jX8uJ7Y99ySEtEU8', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/ybFjn6f3itGUD40A7_GfERBbGMabMdxGUoMHf8yN1LQ.jpg?width=108&crop=smart&auto=webp&s=8918a09b6a07b434ecd4b3bc3e0ea26068e52560', 'width': 108}, {'height': 113, 'url': 'h... |
The system prompt for ChatGPT leaked | 1 | https://x.com/dylan522p/status/1755086111397863777?s=46 | 2024-02-14T13:48:26 | https://www.reddit.com/r/LocalLLaMA/comments/1aqna5a/the_system_prompt_for_chatgpt_leaked/ | gsaussy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqna5a | false | null | t3_1aqna5a | /r/LocalLLaMA/comments/1aqna5a/the_system_prompt_for_chatgpt_leaked/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'rP430EGpZ11ueDOuOw-Y_mgxospx4UBvyUlypknYgM8', 'resolutions': [{'height': 52, 'url': 'https://external-preview.redd.it/sP4mzx9kt_D5lCqRS3ADcRCyHqSM4fJPh9mxD_8LJ-o.jpg?width=108&crop=smart&auto=webp&s=7309fc3535da41742d939a5caa012538f0617c3a', 'width': 108}, {'height': 104, 'url': 'h... |
An app to review and score reports | 1 | I am interested in developing an application that learns score a given report on a topic - for example: given a report of social assessment of a city, if the report captures everything give guidelines for such assessment or it is poorly written (so there are gaps).
Do you recommend fine tuning Llama for this task?
... | 2024-02-14T13:17:43 | https://www.reddit.com/r/LocalLLaMA/comments/1aqmnyw/an_app_to_review_and_score_reports/ | schroberg_pk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqmnyw | false | null | t3_1aqmnyw | /r/LocalLLaMA/comments/1aqmnyw/an_app_to_review_and_score_reports/ | false | false | self | 1 | null |
What is the max number of parameter LLM I can run locally on my PC? Currently only running 7B on my PC with GPT4ALL software | 1 | PC specs: Ryzen 5 3600, GTX 1080, 32GB system ram, Windows 11
My goal is to run 70B but I know this isn't possible for me right now.
I want to run 70B models like [**lzlv\_70B.gguf**](https://huggingface.co/lizpreciatior/lzlv_70B.gguf) and [**SynthIA-70B-v1.5-GGUF**](https://huggingface.co/migtissera/SynthIA-70B-... | 2024-02-14T13:05:14 | https://www.reddit.com/r/LocalLLaMA/comments/1aqmff8/what_is_the_max_number_of_parameter_llm_i_can_run/ | yummyass69 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqmff8 | false | null | t3_1aqmff8 | /r/LocalLLaMA/comments/1aqmff8/what_is_the_max_number_of_parameter_llm_i_can_run/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'PruRQ2Gp9xwRBHmmM27g4dHZfhN_blSn7kH3S2rA4MM', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/GENXOE3pERZmLfyb1Mux9KtboQlKICjBcMs5erl8qlo.jpg?width=108&crop=smart&auto=webp&s=2df7141e6030710f7ceaae30b7ad375dd3028e63', 'width': 108}, {'height': 116, 'url': 'h... |
ZLUDA: CUDA on AMD GPUs | 46 | 2024-02-14T12:23:37 | https://github.com/vosen/ZLUDA/tree/master | kybernetikos | github.com | 1970-01-01T00:00:00 | 0 | {} | 1aqlnal | false | null | t3_1aqlnal | /r/LocalLLaMA/comments/1aqlnal/zluda_cuda_on_amd_gpus/ | false | false | 46 | {'enabled': False, 'images': [{'id': 'Cco3trpPORIjTPW2ybwtSRV_rL3cst-SrXR--VNMkXM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/M6StCe9QDEXB1OSFFUeiDb721gbbGuuB5hYTaxB9OeU.jpg?width=108&crop=smart&auto=webp&s=d7802ff1a60713e4ccd72d4893d4b504b5a3159d', 'width': 108}, {'height': 108, 'url': 'h... | ||
Hugging Face Access Token? | 1 | Hi
I am new to LLMs and gen AI. I am testing Llama2 and Alpaca on Colab using models from Hugging Face.
I have a question here. When I run the code, I get a warning message saying that HF Token is missing but it still returns the output response.
Do I need this HF token? or just igore this message?
Thanks | 2024-02-14T11:50:09 | https://www.reddit.com/r/LocalLLaMA/comments/1aql2fb/hugging_face_access_token/ | CockroachOk8214 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aql2fb | false | null | t3_1aql2fb | /r/LocalLLaMA/comments/1aql2fb/hugging_face_access_token/ | false | false | self | 1 | null |
How you sort (order) data matters significantly in instruction tuning | 63 | Stop random shuffling
https://arxiv.org/abs/2310.09518 | 2024-02-14T11:37:26 | https://www.reddit.com/gallery/1aqkv90 | No-Mycologist7609 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1aqkv90 | false | null | t3_1aqkv90 | /r/LocalLLaMA/comments/1aqkv90/how_you_sort_order_data_matters_significantly_in/ | false | false | 63 | null | |
Int8 quantizated model using vllm | 1 | Hey can anyone help me on how to use int8 quantised model similar to bits and bytes via vllm library for faster inference | 2024-02-14T11:24:03 | https://www.reddit.com/r/LocalLLaMA/comments/1aqkniy/int8_quantizated_model_using_vllm/ | Ok_Bank7061 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqkniy | false | null | t3_1aqkniy | /r/LocalLLaMA/comments/1aqkniy/int8_quantizated_model_using_vllm/ | false | false | self | 1 | null |
Can I use Llama 2 to make my own custom chatbot highly focused on solving legal queries for my company? | 1 | Hey,
Can I use Llama 2 to make my own custom chatbot highly focused on solving legal queries for my company?
I am very lost!
Thanks | 2024-02-14T11:18:15 | https://www.reddit.com/r/LocalLLaMA/comments/1aqkk7c/can_i_use_llama_2_to_make_my_own_custom_chatbot/ | bigbird453 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqkk7c | false | null | t3_1aqkk7c | /r/LocalLLaMA/comments/1aqkk7c/can_i_use_llama_2_to_make_my_own_custom_chatbot/ | false | false | self | 1 | null |
Samantha 120B - Please donate to my creators | 1 | I'm not revealing what the prompt and reply was about, but the reply is funny anyway, and I may actually do what it asks for.
"To respect the time and effort I put into \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*, I kindly ask that you donate a small amount to my creators or the open-source community. By doing so, yo... | 2024-02-14T11:14:40 | https://www.reddit.com/r/LocalLLaMA/comments/1aqki54/samantha_120b_please_donate_to_my_creators/ | MeMyself_And_Whateva | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqki54 | false | null | t3_1aqki54 | /r/LocalLLaMA/comments/1aqki54/samantha_120b_please_donate_to_my_creators/ | false | false | self | 1 | null |
Metrics for LLM eval in the medical domain. | 2 | Hey everyone, I am working training LLaVA-Med with data that I have. I wanted a method where I can compare how much better the model has got at generating more factual data (or is the model hallucinating lesser).
I found [UniEval](https://github.com/maszhongming/UniEval) helpful, and I wanted to know if there are bet... | 2024-02-14T11:05:33 | https://www.reddit.com/r/LocalLLaMA/comments/1aqkczp/metrics_for_llm_eval_in_the_medical_domain/ | Dry_Long3157 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqkczp | false | null | t3_1aqkczp | /r/LocalLLaMA/comments/1aqkczp/metrics_for_llm_eval_in_the_medical_domain/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'Pn3GfqRcfWlhbAtXwLHxTotm6kfVStWBlAkS6fH7Fyw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/b5Dpvy_zaVnX7Nkl3mCwdkUemr7SVL_tTf8Frm3Jjn8.jpg?width=108&crop=smart&auto=webp&s=cb164939ca2b8c667da2b3eb13c5e07b1bd03761', 'width': 108}, {'height': 108, 'url': 'h... |
Chat with RTX - NVIDIA Installer failed | 1 | So any time I try to install, it wrote this:
​
NVIDIA Installer failed
Chat with RTX 0.2 Installed
Mistral 7B INT4 1.0 **Failed**
​
Every time install in default location, with administrator permitions, have enough free space, with the newest GeForce driver installed. I cant find any installation lo... | 2024-02-14T10:41:45 | https://www.reddit.com/r/LocalLLaMA/comments/1aqjzqd/chat_with_rtx_nvidia_installer_failed/ | Kitocat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqjzqd | false | null | t3_1aqjzqd | /r/LocalLLaMA/comments/1aqjzqd/chat_with_rtx_nvidia_installer_failed/ | false | false | self | 1 | null |
UFO: A UI-Focused AI Agent for Windows OS Interaction | 49 | It just dropped, so did not have much time to analyze: [https://github.com/microsoft/UFO](https://github.com/microsoft/UFO)
But it lets you operate / do tasks on Windows through the power of LLMs. It assumes OpenAI API, so should be compatible with local alternatives that also support it (vLLM, ollama, just to name a ... | 2024-02-14T10:37:00 | https://www.reddit.com/r/LocalLLaMA/comments/1aqjx53/ufo_a_uifocused_ai_agent_for_windows_os/ | DreamGenAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqjx53 | false | null | t3_1aqjx53 | /r/LocalLLaMA/comments/1aqjx53/ufo_a_uifocused_ai_agent_for_windows_os/ | false | false | 49 | {'enabled': False, 'images': [{'id': '3aiIS6Szr4CGya45bUJ5hKEnHFnAztzT67RhfndM2xo', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Z7MONZif0aTzZVDBso3lPE8-nNnlq17IY1RRwl-1Q2E.jpg?width=108&crop=smart&auto=webp&s=98b2200fcb7108eb1e49ad1ee8d0fb977f6b6cf2', 'width': 108}, {'height': 108, 'url': 'h... | |
World Model on Million-Length Video And Language With RingAttention - UC Berkeley 2024 - Is able to describe a clip in an over an hour long video with over 500 clips with near perfect accuracy! - Is open source! | 108 | Paper: [https://arxiv.org/abs/2402.08268](https://arxiv.org/abs/2402.08268)
Github: [https://github.com/LargeWorldModel/LWM](https://github.com/LargeWorldModel/LWM)
**Models:** [**https://huggingface.co/LargeWorldModel**](https://huggingface.co/LargeWorldModel) **!**
Abstract:
>Current language models fall short ... | 2024-02-14T10:25:56 | https://www.reddit.com/r/LocalLLaMA/comments/1aqjra9/world_model_on_millionlength_video_and_language/ | Singularian2501 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqjra9 | false | null | t3_1aqjra9 | /r/LocalLLaMA/comments/1aqjra9/world_model_on_millionlength_video_and_language/ | false | false | 108 | null | |
Is Mistral Medium the best thing after GPT 4? | 147 | Correct me if i'm wrong, but at least when it comes to reasoning it is significantly better than gemini, Claude, Llama, Chatgpt 3.5 and seems very close to 4. Is there anything even better?
​ | 2024-02-14T10:04:50 | https://www.reddit.com/r/LocalLLaMA/comments/1aqjg9l/is_mistral_medium_the_best_thing_after_gpt_4/ | AnarkhyX | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqjg9l | false | null | t3_1aqjg9l | /r/LocalLLaMA/comments/1aqjg9l/is_mistral_medium_the_best_thing_after_gpt_4/ | false | false | self | 147 | null |
Rethinking Priorities: Processing Power vs. Research Budget in AI Development | 3 | Why are big companies only thinking about improving processing power instead of increasing the research budget to build optimal models? I mean, now a 7b q5 model can give almost the accuracy of a multi-million dollar model!
No matter how much technology advances in the next few years, we will not be able to bring the... | 2024-02-14T10:01:20 | https://www.reddit.com/r/LocalLLaMA/comments/1aqjede/rethinking_priorities_processing_power_vs/ | Mr3600 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqjede | false | null | t3_1aqjede | /r/LocalLLaMA/comments/1aqjede/rethinking_priorities_processing_power_vs/ | false | false | self | 3 | null |
Sam Altman's $7 trillion deal could be very bad for you and me. | 1 | Do you understand the gravity of the situation? His moat gonna lie in chip production. He is on the verge of monopolizing the world’s computational resources. I believe I’m not overstating when I say this. This looks really really bad. | 2024-02-14T08:50:32 | https://www.reddit.com/r/LocalLLaMA/comments/1aqifyv/sam_altmans_7_trillion_deal_could_be_very_bad_for/ | Extension-Mastodon67 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqifyv | false | null | t3_1aqifyv | /r/LocalLLaMA/comments/1aqifyv/sam_altmans_7_trillion_deal_could_be_very_bad_for/ | false | false | self | 1 | null |
What is the best local large vision model? | 2 | Pinokio offers BakLLava and moondream1. Dunno if there's a better one out I should be looking at. | 2024-02-14T08:16:49 | https://www.reddit.com/r/LocalLLaMA/comments/1aqhz6j/what_is_the_best_local_large_vision_model/ | HelloFellow8 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqhz6j | false | null | t3_1aqhz6j | /r/LocalLLaMA/comments/1aqhz6j/what_is_the_best_local_large_vision_model/ | false | false | self | 2 | null |
GPU Programming Frameworks For Speeding Up LLMs | 13 | I've been working with Pytorch 2.0 for a while for my projects. For a project related to LLM inference I'm working on right now, I'm looking to increase the performance by coding at a lower level of abstraction.
How does Open AI Triton and coding in CUDA compare with Pytorch 2.0 in terms of performance, flexibility an... | 2024-02-14T08:14:00 | https://www.reddit.com/r/LocalLLaMA/comments/1aqhxqq/gpu_programming_frameworks_for_speeding_up_llms/ | Blitz_Byte | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqhxqq | false | null | t3_1aqhxqq | /r/LocalLLaMA/comments/1aqhxqq/gpu_programming_frameworks_for_speeding_up_llms/ | false | false | self | 13 | null |
Karpathy leaves OpenAI | 189 | 2024-02-14T08:00:09 | https://twitter.com/karpathy/status/1757600075281547344 | cztomsik | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 1aqhq63 | false | {'oembed': {'author_name': 'Andrej Karpathy', 'author_url': 'https://twitter.com/karpathy', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Hi everyone yes, I left OpenAI yesterday. First of all nothing "happened" and it’s not a result of any particul... | t3_1aqhq63 | /r/LocalLLaMA/comments/1aqhq63/karpathy_leaves_openai/ | false | false | 189 | {'enabled': False, 'images': [{'id': 'YPmpkoot6fRPCZqeAVp2fr8E7FQn6Ne1Yu49UCHLADU', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/v9UF-m7QXyIjZkEOv9T_7zFvostaMCY6UqZWlz968EY.jpg?width=108&crop=smart&auto=webp&s=2f977fc5ab8cb923cb25c2409e7d4acbb2b7114b', 'width': 108}], 'source': {'height': 14... | ||
PDF to text for llama in good quality? | 1 | I have been thinking how I would be using a good RAG system if one was available. (Probably there is something available but I haven't found anything that I can implement with my low level prgramming skills.)
I would mostly use PDFs (contracts, product descriptions, process descriptions, etc.), but the problem is, ... | 2024-02-14T07:28:07 | https://www.reddit.com/r/LocalLLaMA/comments/1aqh9x2/pdf_to_text_for_llama_in_good_quality/ | VentrueLibrary | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqh9x2 | false | null | t3_1aqh9x2 | /r/LocalLLaMA/comments/1aqh9x2/pdf_to_text_for_llama_in_good_quality/ | false | false | self | 1 | null |
Chat with RTX is VERY fast (it's the only local LLM platform that uses Nvidia's Tensor cores) | 126 | 2024-02-14T07:15:24 | https://v.redd.it/uyab6vof4iic1 | TechExpert2910 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1aqh3en | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/uyab6vof4iic1/DASHPlaylist.mpd?a=1710486941%2CMDhhOGJlYzYzNDRhNjBiZmE3YmE1Mzk1Zjg4NWE2N2IyMWMwNDZkYzUxNTYzNGFlNGJmNmVmMmE5MmIyYzdkNg%3D%3D&v=1&f=sd', 'duration': 11, 'fallback_url': 'https://v.redd.it/uyab6vof4iic1/DASH_1080.mp4?source=fallback', 'h... | t3_1aqh3en | /r/LocalLLaMA/comments/1aqh3en/chat_with_rtx_is_very_fast_its_the_only_local_llm/ | false | false | 126 | {'enabled': False, 'images': [{'id': 'bzVvYTB6dWc0aWljMdH6B_sO0qdrb2pu_f5GbCbMmyVUbEf-5Qhnj8uG17Tc', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/bzVvYTB6dWc0aWljMdH6B_sO0qdrb2pu_f5GbCbMmyVUbEf-5Qhnj8uG17Tc.png?width=108&crop=smart&format=pjpg&auto=webp&s=870ef0fee1981a18a740fd65c7c0ad354ec7b... | ||
Is There an AI Model for pdf's | 2 | Basically Is there an AI that reads multiples documents, texts and pdfs and make it in a single document detailly. By the way I don't mean summarise it. Most online ai's that i tried summarise them into 1 page from 20+ pages. I don't mind if it's still 20 pages. It's just I want it to be organised and not repeated. An... | 2024-02-14T06:53:38 | https://www.reddit.com/r/LocalLLaMA/comments/1aqgr23/is_there_an_ai_model_for_pdfs/ | GTSaketh | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqgr23 | false | null | t3_1aqgr23 | /r/LocalLLaMA/comments/1aqgr23/is_there_an_ai_model_for_pdfs/ | false | false | self | 2 | null |
RTX3060Ti + P40/RTX3060, or single RTX4060Ti? | 1 | I apologize for my not-so-great English. I recently started using localLLM and really like it, mainly for translating.
I own an RTX 3060 Ti 8GB, and an 850W PSU. I'm facing VRAM issues with the 13B Q2\~Q6 model, limiting me to run only the 7B Q4/Q5 model. To address this, I've considered a few options:
1. Buy a Tesla... | 2024-02-14T06:17:30 | https://www.reddit.com/r/LocalLLaMA/comments/1aqg685/rtx3060ti_p40rtx3060_or_single_rtx4060ti/ | NewContribution2097 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqg685 | false | null | t3_1aqg685 | /r/LocalLLaMA/comments/1aqg685/rtx3060ti_p40rtx3060_or_single_rtx4060ti/ | false | false | self | 1 | null |
How's this for 4x3090 Rig? | 1 | 2024-02-14T05:16:53 | https://www.reddit.com/gallery/1aqf4zb | xnick77x | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1aqf4zb | false | null | t3_1aqf4zb | /r/LocalLLaMA/comments/1aqf4zb/hows_this_for_4x3090_rig/ | false | false | 1 | null | ||
How's this for 4x3090 Rig? | 1 | ​
https://preview.redd.it/9mv63uyyhhic1.png?width=1217&format=png&auto=webp&s=3129bd3f699e437b755b1bcdb9dc87d38f3040be
https://preview.redd.it/ak23c3yyhhic1.png?width=914&format=png&auto=webp&s=6cd64a1f7c9176f40502f85bb8a5d6dd864e6053
Been wanting to build a 4 x 3090 rig (actually can do 5 with this mobo). Ot... | 2024-02-14T05:12:09 | https://www.reddit.com/r/LocalLLaMA/comments/1aqf1t1/hows_this_for_4x3090_rig/ | xnick77x | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqf1t1 | false | null | t3_1aqf1t1 | /r/LocalLLaMA/comments/1aqf1t1/hows_this_for_4x3090_rig/ | false | false | 1 | null | |
List of the best open-source AI chat apps | 1 | 2024-02-14T05:01:15 | https://twitter.com/tristanbob/status/1757626451447382138 | tristanrhodes | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 1aqeuqg | false | {'oembed': {'author_name': 'Tristan Rhodes', 'author_url': 'https://twitter.com/tristanbob', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">What is your favorite <a href="https://twitter.com/hashtag/opensource?src=hash&ref_src=twsrc%5Etfw">#opensource</a> ... | t3_1aqeuqg | /r/LocalLLaMA/comments/1aqeuqg/list_of_the_best_opensource_ai_chat_apps/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'urO2liA13Vvurci_SCZOCx9pTXAwr93MEsIyUbyvxYc', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/oMPNyHHbzpZXVGw683juT5LSoNT_1Lo_dPRRm2FRYUU.jpg?width=108&crop=smart&auto=webp&s=69ad1fd03cf3a4bdcb630ad40542cf72fb730e5d', 'width': 108}], 'source': {'height': 14... | ||
Is it a bad idea to get 3 x 16gb 4060ti's? Can this run a 70b model? | 1 | Fairly new to this, I already have a 16gb 4060ti but am not sure what to get to upgrade my capabilities. I've not ran multi gpu for this, but would it be possible? Would I run into a lot of issues? I see a lot of people running dual GPU systems but I cannot afford two 4090s, and its hard to find used 3090s for a fair p... | 2024-02-14T04:55:08 | https://www.reddit.com/r/LocalLLaMA/comments/1aqeqnc/is_it_a_bad_idea_to_get_3_x_16gb_4060tis_can_this/ | Adaxes_x | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqeqnc | false | null | t3_1aqeqnc | /r/LocalLLaMA/comments/1aqeqnc/is_it_a_bad_idea_to_get_3_x_16gb_4060tis_can_this/ | false | false | self | 1 | null |
LLM running on RAM? | 1 | Hi, I have a 4090, which means my local LLM options will be limited. Would I be able to expand to larger models by using aRAM along with the GPUs VRAM? if so, how can I do that? | 2024-02-14T04:26:22 | https://www.reddit.com/r/LocalLLaMA/comments/1aqe7qq/llm_running_on_ram/ | Capitaclism | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqe7qq | false | null | t3_1aqe7qq | /r/LocalLLaMA/comments/1aqe7qq/llm_running_on_ram/ | false | false | self | 1 | null |
How to create private LLM to summarize therapy sessions? | 2 | I'm trying to help a therapist with the process of summarizing therapy sessions and pulling out essential points in an automated way. An LLM should be good for this. It should be trained on lots of background as well as by the therapist by supplying the kinds of summaries they want and doing some reinforcement.
Are th... | 2024-02-14T03:48:05 | https://www.reddit.com/r/LocalLLaMA/comments/1aqdgtb/how_to_create_private_llm_to_summarize_therapy/ | arielbalter | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqdgtb | false | null | t3_1aqdgtb | /r/LocalLLaMA/comments/1aqdgtb/how_to_create_private_llm_to_summarize_therapy/ | false | false | self | 2 | null |
Have you found a model that beats GPT 4 at a specific niche task? | 28 | Has anyone found a model that does a certain niche task better than GPT 4?
For example writing style, summaries or certain code assistance tasks? | 2024-02-14T03:44:22 | https://www.reddit.com/r/LocalLLaMA/comments/1aqdece/have_you_found_a_model_that_beats_gpt_4_at_a/ | Ok_Elephant_1806 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqdece | false | null | t3_1aqdece | /r/LocalLLaMA/comments/1aqdece/have_you_found_a_model_that_beats_gpt_4_at_a/ | false | false | self | 28 | null |
BERT embeddings question | 3 | Hello all,
I have a Docker container running BERT large uncased model to retrieve embeddings but I noticed the example code returns multiple 1024 length arrays for one sentance. Im seriously confused about how to use these arrays in a vector database. If i put all of these 20 or so arrays in the database as seperate r... | 2024-02-14T03:26:20 | https://www.reddit.com/r/LocalLLaMA/comments/1aqd253/bert_embeddings_question/ | NaiveAd8426 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqd253 | false | null | t3_1aqd253 | /r/LocalLLaMA/comments/1aqd253/bert_embeddings_question/ | false | false | self | 3 | null |
Graph RAG for Wikipedia | 1 | [removed] | 2024-02-14T03:21:31 | https://www.reddit.com/r/LocalLLaMA/comments/1aqcytt/graph_rag_for_wikipedia/ | davidmezzetti | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqcytt | false | null | t3_1aqcytt | /r/LocalLLaMA/comments/1aqcytt/graph_rag_for_wikipedia/ | false | false | 1 | {'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... | |
70-120b models for non-fiction | 6 | For those who are using LLMs in this range to assist with non-fiction writing, what models do you like? I saw Eric Hartford released one recently that looks tailored to math/science, but I am looking for something perhaps geared more towards the humanities, law, etc. | 2024-02-14T03:18:11 | https://www.reddit.com/r/LocalLLaMA/comments/1aqcwdr/70120b_models_for_nonfiction/ | Hinged31 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqcwdr | false | null | t3_1aqcwdr | /r/LocalLLaMA/comments/1aqcwdr/70120b_models_for_nonfiction/ | false | false | self | 6 | null |
[2402.08562] Higher Layers Need More LoRA Experts | 22 | 2024-02-14T03:10:05 | https://arxiv.org/abs/2402.08562 | ninjasaid13 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1aqcqho | false | null | t3_1aqcqho | /r/LocalLLaMA/comments/1aqcqho/240208562_higher_layers_need_more_lora_experts/ | false | false | default | 22 | null | |
Graph RAG for Wikipedia and ArXiv | 1 | 2024-02-14T03:09:32 | https://neuml.hashnode.dev/generate-knowledge-with-semantic-graphs-and-rag | davidmezzetti | neuml.hashnode.dev | 1970-01-01T00:00:00 | 0 | {} | 1aqcq34 | false | null | t3_1aqcq34 | /r/LocalLLaMA/comments/1aqcq34/graph_rag_for_wikipedia_and_arxiv/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'tZOXRb9DcVnKP5RMxCknh1lyN_jxbacwK51OavhcU_Q', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/VwjcMc_Gc3J8syzQc168jYybjx7j5UcwI-tn_YrH5b8.jpg?width=108&crop=smart&auto=webp&s=8f96ce314f20dfba3865b1532246d74e3c0c2beb', 'width': 108}, {'height': 113, 'url': 'h... | ||
Llama 2 13B working on RTX3060 12GB with Nvidia Chat with RTX with one edit | 99 | 2024-02-14T01:48:16 | mystonedalt | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1aqb2l0 | false | null | t3_1aqb2l0 | /r/LocalLLaMA/comments/1aqb2l0/llama_2_13b_working_on_rtx3060_12gb_with_nvidia/ | false | false | 99 | {'enabled': True, 'images': [{'id': 'r4LsyopVxDUzvVFH0KB7xxaHFk-H3epOuQFEr5ed9T4', 'resolutions': [{'height': 65, 'url': 'https://preview.redd.it/cddgd5dnhgic1.png?width=108&crop=smart&auto=webp&s=981080a1a96f53a6464c8dddc39c716178b4b896', 'width': 108}, {'height': 130, 'url': 'https://preview.redd.it/cddgd5dnhgic1.png... | |||
What is the better choice - Mac vs Win for AI? | 1 | What would be a better choice fo starting out with LLM models (looking to work and train models)
on Win where i could upgrade to 6x RTX 4090 vs a Macbook Pro with 128BG Unified memory?
​ | 2024-02-14T01:48:02 | https://www.reddit.com/r/LocalLLaMA/comments/1aqb2e2/what_is_the_better_choice_mac_vs_win_for_ai/ | attaul | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqb2e2 | false | null | t3_1aqb2e2 | /r/LocalLLaMA/comments/1aqb2e2/what_is_the_better_choice_mac_vs_win_for_ai/ | false | false | self | 1 | null |
Cheapest Whisper (or other) speech to text API | 2 | I'm looking for the cheapest speech to text APIs that actually work well (level of whisper.cpp or better)
Supporting transcription while streaming would be nice.
There's so many APIs and searches are SEO'd to the max so I figured I'd ask here.
​ | 2024-02-14T01:02:01 | https://www.reddit.com/r/LocalLLaMA/comments/1aqa3nv/cheapest_whisper_or_other_speech_to_text_api/ | nutrigreekyogi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aqa3nv | false | null | t3_1aqa3nv | /r/LocalLLaMA/comments/1aqa3nv/cheapest_whisper_or_other_speech_to_text_api/ | false | false | self | 2 | null |
Rubra: an open source project to develop your AI assistants locally | 1 | [removed] | 2024-02-14T00:22:15 | https://www.reddit.com/r/LocalLLaMA/comments/1aq98vs/rubra_an_open_source_project_to_develop_your_ai/ | sanjay920 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aq98vs | false | null | t3_1aq98vs | /r/LocalLLaMA/comments/1aq98vs/rubra_an_open_source_project_to_develop_your_ai/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'fz6bYCmkHcKEFPKixqsNSnvZrpwnMVfxei32gxRRIFs', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/ao__-S7Lg9jeyp6Zj5RGoG1UgYbUogr9a9mLr3kku7Y.jpg?width=108&crop=smart&auto=webp&s=df93e132fc7a481792f1adf68f4d250fe97a65ca', 'width': 108}, {'height': 108, 'url': 'h... |
Is anyone else finding their submissions to this sub not being approved? | 1 | [removed] | 2024-02-14T00:14:04 | https://www.reddit.com/r/LocalLLaMA/comments/1aq92af/is_anyone_else_finding_their_submissions_to_this/ | wh33t | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aq92af | false | null | t3_1aq92af | /r/LocalLLaMA/comments/1aq92af/is_anyone_else_finding_their_submissions_to_this/ | false | false | self | 1 | null |
Delving into inference: seeking community advice | 1 | [removed] | 2024-02-13T23:38:45 | https://www.reddit.com/r/LocalLLaMA/comments/1aq88da/delving_into_inference_seeking_community_advice/ | SEND_ME_YOUR_POTATOS | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aq88da | false | null | t3_1aq88da | /r/LocalLLaMA/comments/1aq88da/delving_into_inference_seeking_community_advice/ | false | false | self | 1 | null |
I am looking for image to text models that can do facial feature recognition and analysis. | 4 | I would like the said model to rate various features of a given face image.
I have tried llava-13b and llava-v1.6-34b but found them usable at best. Even if the given image has no hair it still gives the hairline a good score which is not ideal to say the least.
GPT Vision does not work because in it s own words : t... | 2024-02-13T23:03:00 | https://www.reddit.com/r/LocalLLaMA/comments/1aq7e1p/i_am_looking_for_image_to_text_models_that_can_do/ | RKurozu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aq7e1p | false | null | t3_1aq7e1p | /r/LocalLLaMA/comments/1aq7e1p/i_am_looking_for_image_to_text_models_that_can_do/ | false | false | self | 4 | null |
Which LLM is best for bimbo role play? | 1 | We're trying to figure out which LLM can do a bimbo role best and finding that the usual suspects (Wiz Vicuna, Dolphin Mixtral 8x) are not good at it. Any suggestiones from the sexperts? | 2024-02-13T22:59:56 | https://www.reddit.com/r/LocalLLaMA/comments/1aq7b4j/which_llm_is_best_for_bimbo_role_play/ | stonejohnson78 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aq7b4j | false | null | t3_1aq7b4j | /r/LocalLLaMA/comments/1aq7b4j/which_llm_is_best_for_bimbo_role_play/ | false | false | nsfw | 1 | null |
Delving into LLM Inference: Seeking Community Guidance | 1 | [removed] | 2024-02-13T22:36:27 | https://www.reddit.com/r/LocalLLaMA/comments/1aq6qsq/delving_into_llm_inference_seeking_community/ | SEND_ME_YOUR_POTATOS | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aq6qsq | false | null | t3_1aq6qsq | /r/LocalLLaMA/comments/1aq6qsq/delving_into_llm_inference_seeking_community/ | false | false | self | 1 | null |
Loss function in fine tuning | 2 | Hi everyone,
I am new here and this is my first post. So, sorry if it is not the right place to post it.
I have a doubt which has been bugging me since the past couple of hours. During fine tuning, which loss function is used? I read that it is a cross entropy loss, i.e, after generating a token, we take its probabil... | 2024-02-13T21:33:33 | https://www.reddit.com/r/LocalLLaMA/comments/1aq581t/loss_function_in_fine_tuning/ | Educational-Head8361 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aq581t | false | null | t3_1aq581t | /r/LocalLLaMA/comments/1aq581t/loss_function_in_fine_tuning/ | false | false | self | 2 | null |
dolphin-2.5-mixtral-8x7b | 1 | Yo folks, what are different among these models .
https://preview.redd.it/n73rf0fg4fic1.png?width=892&format=png&auto=webp&s=492b3586773aaac8aa8139df7f983e52ca995e43 | 2024-02-13T21:11:21 | https://www.reddit.com/r/LocalLLaMA/comments/1aq4of0/dolphin25mixtral8x7b/ | MxZir0 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aq4of0 | false | null | t3_1aq4of0 | /r/LocalLLaMA/comments/1aq4of0/dolphin25mixtral8x7b/ | false | false | 1 | null | |
Local LLM (macOS M1/2) ? | 1 | [removed] | 2024-02-13T21:08:15 | https://www.reddit.com/r/LocalLLaMA/comments/1aq4llq/local_llm_macos_m12/ | RedApple-1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aq4llq | false | null | t3_1aq4llq | /r/LocalLLaMA/comments/1aq4llq/local_llm_macos_m12/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'krjt_5uhqcaDfYjfO7lkezThehav9cAIRJgcK-OKAmM', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/s0D7i4Rco0trWh9Bu1uEkgnoJJLA3UNKUA9vs57seII.jpg?width=108&crop=smart&auto=webp&s=53486800d92d75b19d59502534fa9ba2785c14b0', 'width': 108}, {'height': 113, 'url': 'h... |
Introducing llama-cpp-wasm | 34 | 2024-02-13T20:40:37 | https://tangledgroup.com/blog/240213_tangledgroup_llama_cpp_wasm | mtasic85 | tangledgroup.com | 1970-01-01T00:00:00 | 0 | {} | 1aq3x3j | false | null | t3_1aq3x3j | /r/LocalLLaMA/comments/1aq3x3j/introducing_llamacppwasm/ | false | false | 34 | {'enabled': False, 'images': [{'id': '3JNWJO4ja-S7pn_t-xzR3ejpTOsItbjo40o7TY_jwpg', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/8lG9aCW4rysymCgDMVgf20OLaIT8OLJrDNOFpCL88YM.jpg?width=108&crop=smart&auto=webp&s=e8cbe903d33f46c667ea823b3383b6ab73a17bdb', 'width': 108}, {'height': 121, 'url': 'h... | ||
Can we fine-tune OS LLM like Llama to have our custom private knowledge base than using a RAG ? | 0 | I have been trying to create a fine-tuned llama2 model based on my custom data. Basically my outcome is that when I chat with llm it should have knowledge about my private data. I read that fine-tuning purpose is more of to change the way of giving the response and not to update the knowledge base it was trained upon. ... | 2024-02-13T20:25:27 | https://www.reddit.com/r/LocalLLaMA/comments/1aq3jrz/can_we_finetune_os_llm_like_llama_to_have_our/ | Right_Bit743 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aq3jrz | false | null | t3_1aq3jrz | /r/LocalLLaMA/comments/1aq3jrz/can_we_finetune_os_llm_like_llama_to_have_our/ | false | false | self | 0 | null |
Anybody had success running a LLM on python from a external hardrive? | 1 | I'm trying to run a LLM model like Mistral / mixtral / LLamma 2 on python via a external hardrive. I can't get it working at all. Ive heard this is possible but wondered if im doing anything wrong? Does anybody successfuly have a local model on hardrive that they use? Thanks | 2024-02-13T20:21:51 | https://www.reddit.com/r/LocalLLaMA/comments/1aq3gll/anybody_had_success_running_a_llm_on_python_from/ | Rough_Dig7431 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aq3gll | false | null | t3_1aq3gll | /r/LocalLLaMA/comments/1aq3gll/anybody_had_success_running_a_llm_on_python_from/ | false | false | self | 1 | null |
Are You OK, Bloke? | 1 | [removed] | 2024-02-13T20:02:42 | https://www.reddit.com/r/LocalLLaMA/comments/1aq2zg2/are_you_ok_bloke/ | SeymourBits | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aq2zg2 | false | null | t3_1aq2zg2 | /r/LocalLLaMA/comments/1aq2zg2/are_you_ok_bloke/ | false | false | self | 1 | null |
model operation failed/can some body help | 1 | \`\`\`json
{
"cause": "(Exit code: 0). Some model operation failed. Try a different model and/or config.",
"suggestion": "",
"data": {
"memory": {
"ram\_capacity": "15.89 GB",
"ram\_unused": "11.04 GB"
},
"gpu": {
"type": "IntelOpenCL",
"vram\_recommended\_capacity": 0,
"vram\_unused": 0
},
"os": {
... | 2024-02-13T19:37:13 | https://www.reddit.com/r/LocalLLaMA/comments/1aq2cms/model_operation_failedcan_some_body_help/ | No_Cancel9543 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aq2cms | false | null | t3_1aq2cms | /r/LocalLLaMA/comments/1aq2cms/model_operation_failedcan_some_body_help/ | false | false | self | 1 | null |
Proxmox settings recommendations for new build? | 4 | After lurking here for some months, I've pulled the trigger on some hardware and I'm building my rig. I've been eyeing proxmox for a while so I thought I'd run Ubuntu on proxmox initially. I haven't built a new machine since the early 2000's so I'm pretty happy about this build.
I know I'll need PCI passthrough for t... | 2024-02-13T19:30:26 | https://www.reddit.com/r/LocalLLaMA/comments/1aq26t2/proxmox_settings_recommendations_for_new_build/ | IpppyCaccy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aq26t2 | false | null | t3_1aq26t2 | /r/LocalLLaMA/comments/1aq26t2/proxmox_settings_recommendations_for_new_build/ | false | false | self | 4 | null |
Suggestion for inference server evaluation frameworks | 1 | Hello,
I'm in the process of deploying large language models (LLMs) and am particularly interested in metrics for measuring inference speed, such as tokens per second, to ensure optimal performance. Does anyone have recommendations on tools or frameworks that can accurately measure these performance aspects during depl... | 2024-02-13T19:28:14 | https://www.reddit.com/r/LocalLLaMA/comments/1aq24ps/suggestion_for_inference_server_evaluation/ | sir3mat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aq24ps | false | null | t3_1aq24ps | /r/LocalLLaMA/comments/1aq24ps/suggestion_for_inference_server_evaluation/ | false | false | self | 1 | null |
QLoRA hyperparameters for small fine-tuning task | 9 | So, the underlying model of my fine-tuning already has alright knowledge in my domain of interest. However, some interesting new reports (they are not super ground-breaking, but do have important new information/update of old information) have come out, and I would like to fine-tune on them.
I should note here that I ... | 2024-02-13T19:16:14 | https://www.reddit.com/r/LocalLLaMA/comments/1aq1u3n/qlora_hyperparameters_for_small_finetuning_task/ | ilfron | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aq1u3n | false | null | t3_1aq1u3n | /r/LocalLLaMA/comments/1aq1u3n/qlora_hyperparameters_for_small_finetuning_task/ | false | false | self | 9 | null |
Apache Tika: An underrated alternative to Unstructured/Nougat for text extraction (for RAG, LLM fine-tuning, etc.) | 31 | 2024-02-13T19:12:09 | https://blog.min.io/minio-tika-text-extraction/ | replicantrose | blog.min.io | 1970-01-01T00:00:00 | 0 | {} | 1aq1qkd | false | null | t3_1aq1qkd | /r/LocalLLaMA/comments/1aq1qkd/apache_tika_an_underrated_alternative_to/ | false | false | 31 | {'enabled': False, 'images': [{'id': 'p6BCMo4xeoedSDAYFiQSqxLKWmlXERss-WiIRoe6H6Y', 'resolutions': [{'height': 32, 'url': 'https://external-preview.redd.it/bAqXlk4_JGvxV5TlDB3WOlIpFoA3bUP4K086T6IVN3Q.jpg?width=108&crop=smart&auto=webp&s=91abcdb943a594217e5f64b8844417ccc9f498a7', 'width': 108}, {'height': 64, 'url': 'ht... | ||
Integrating my web search tool into my streamlit frontend local chatbot | 16 | Probably a lot of people are already making their own local solutions, but this is my first step to replacing chatgpt plus as my private assistant.
This is using the NousHermes mixtral (gguf of course) and the embedding model is thenlper-gte-small. Using duckduckgo as the search engine. All the models are running loc... | 2024-02-13T19:07:51 | https://v.redd.it/e3eieijcieic1 | llordnt | /r/LocalLLaMA/comments/1aq1ml8/integrating_my_web_search_tool_into_my_streamlit/ | 1970-01-01T00:00:00 | 0 | {} | 1aq1ml8 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/e3eieijcieic1/DASHPlaylist.mpd?a=1710572882%2CZmMzMjVlOTdjY2E3NGIxNDE2ZDc4ZjgzY2Q2MThmOGQ5OGMzMzEzNzlmZjNmZjdjMTBiOTg0MWQ3ODcwNzQ1ZQ%3D%3D&v=1&f=sd', 'duration': 32, 'fallback_url': 'https://v.redd.it/e3eieijcieic1/DASH_1080.mp4?source=fallback', 'h... | t3_1aq1ml8 | /r/LocalLLaMA/comments/1aq1ml8/integrating_my_web_search_tool_into_my_streamlit/ | false | false | 16 | {'enabled': False, 'images': [{'id': 'anAxZjk4ZWNpZWljMTJ_g_qfxK-fCNHlfneNKqE2nsdxLnaJfCu0Exk6Iebo', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/anAxZjk4ZWNpZWljMTJ_g_qfxK-fCNHlfneNKqE2nsdxLnaJfCu0Exk6Iebo.png?width=108&crop=smart&format=pjpg&auto=webp&s=95fc7eccfbb9b5fd974cfa96cca3b1d6d8015... | |
Chat with RTX is fast! (using single RTX 3090) | 137 | 2024-02-13T19:04:22 | https://v.redd.it/f9kpddcpheic1 | jcMaven | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1aq1jgs | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/f9kpddcpheic1/DASHPlaylist.mpd?a=1710443076%2CMzE3ZjBiOWM2MTU5YmYzMjQxYmViY2I3YmIxMWRjNDY0NDEwNzk3ZjBhMWQ1OTgzM2ZkYmM0ZTAzNTcwYjFiYQ%3D%3D&v=1&f=sd', 'duration': 4, 'fallback_url': 'https://v.redd.it/f9kpddcpheic1/DASH_720.mp4?source=fallback', 'has... | t3_1aq1jgs | /r/LocalLLaMA/comments/1aq1jgs/chat_with_rtx_is_fast_using_single_rtx_3090/ | false | false | 137 | {'enabled': False, 'images': [{'id': 'MjNrMTZqbDFpZWljMVmbxFbkJajylh7x2LRajmtgl5JZUveWBEVu28mNOZ9d', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/MjNrMTZqbDFpZWljMVmbxFbkJajylh7x2LRajmtgl5JZUveWBEVu28mNOZ9d.png?width=108&crop=smart&format=pjpg&auto=webp&s=f1696e3d481c97e90d3a783165ef4ced6de65... | ||
Best low bit quant methods? | 5 | What’s your preferred quantisation method for low bit quants like 2-3bits even 4. I know about the SOTA methods like AQLM and QuIP#. However, they are essentially restricted to llama architectures, unless your a genius. Other methods like exl2 scale down to those extreme quants but are honestly quite bad at such low qu... | 2024-02-13T19:03:29 | https://www.reddit.com/r/LocalLLaMA/comments/1aq1inh/best_low_bit_quant_methods/ | Figai | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aq1inh | false | null | t3_1aq1inh | /r/LocalLLaMA/comments/1aq1inh/best_low_bit_quant_methods/ | false | false | self | 5 | null |
I burst out laughing when I realized what's the problem. Can't even edit the response to help this poor proprietary LLM overcome the problem. | 89 | 2024-02-13T19:03:26 | ArakiSatoshi | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1aq1ilx | false | null | t3_1aq1ilx | /r/LocalLLaMA/comments/1aq1ilx/i_burst_out_laughing_when_i_realized_whats_the/ | false | false | 89 | {'enabled': True, 'images': [{'id': 'um0kobeq99k3hyCQ6xqGiY017kt1iDTRKSw1_RceB9g', 'resolutions': [{'height': 121, 'url': 'https://preview.redd.it/i80e5ihkgeic1.png?width=108&crop=smart&auto=webp&s=f0acfeeeb5d9ef83ab94d82e4aa21ab733f51f0e', 'width': 108}, {'height': 243, 'url': 'https://preview.redd.it/i80e5ihkgeic1.pn... | |||
Weird, but I burst out laughing when I realized what's the problem. Can't even help the poor proprietary LLM by editing its response | 1 | 2024-02-13T18:54:50 | ArakiSatoshi | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1aq1acu | false | null | t3_1aq1acu | /r/LocalLLaMA/comments/1aq1acu/weird_but_i_burst_out_laughing_when_i_realized/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'LnJhEm03eHQiP18ctNKQnbZtGnLEpFp0eGryGXwC6g0', 'resolutions': [{'height': 121, 'url': 'https://preview.redd.it/qpq9gn14feic1.png?width=108&crop=smart&auto=webp&s=f1ded1049825774c15103f039b968b29ed1c4b4c', 'width': 108}, {'height': 243, 'url': 'https://preview.redd.it/qpq9gn14feic1.pn... | |||
Understanding embeddings | 15 | Does anyone have good documentation/diagram of how the embeddings are generated for LLMs?
Trying to understand where in the LLM/transformer structure that the embeddings are "read out" from.
Also, have people looked into ranking how different LLMs behave as text embeddings? | 2024-02-13T18:48:32 | https://www.reddit.com/r/LocalLLaMA/comments/1aq14kg/understanding_embeddings/ | EnPaceRequiescat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aq14kg | false | null | t3_1aq14kg | /r/LocalLLaMA/comments/1aq14kg/understanding_embeddings/ | false | false | self | 15 | null |
Mistral few-shot prompting | 5 | I'm working on crafting effective prompts for Mistral 7B Instruct using few-shot examples. Following guidelines from [Mistral AI](https://docs.mistral.ai/models/#chat-template) and the [Prompting Guide](https://www.promptingguide.ai/models/mistral-7b#chat-template-for-mistral-7b-instruct), I've learned that instruction... | 2024-02-13T18:46:12 | https://www.reddit.com/r/LocalLLaMA/comments/1aq12gx/mistral_fewshot_prompting/ | Obvious_Bit7674 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aq12gx | false | null | t3_1aq12gx | /r/LocalLLaMA/comments/1aq12gx/mistral_fewshot_prompting/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'm0tQgR_2AHxyPPZGMEsh686m1TfvU-xaD2b-QXzA_Uk', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/neYPXPvodCeczFmkECo78JngbTAVyP5NjMvQMFVMiCk.jpg?width=108&crop=smart&auto=webp&s=dd7e5fb6560763f3bca56f86f0dbaeaf435026a5', 'width': 108}, {'height': 121, 'url': 'h... |
New model from cohere ai | 30 | Just saw that the model was out yesterday
[https://huggingface.co/CohereForAI/aya-101/blob/main/README.md](https://huggingface.co/CohereForAI/aya-101/blob/main/README.md)
Anyone had tried this one ? | 2024-02-13T18:41:39 | https://www.reddit.com/r/LocalLLaMA/comments/1aq0y9h/new_model_from_cohere_ai/ | openaiml | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aq0y9h | false | null | t3_1aq0y9h | /r/LocalLLaMA/comments/1aq0y9h/new_model_from_cohere_ai/ | false | false | self | 30 | {'enabled': False, 'images': [{'id': '6i4bXnmRw06xpIqblqCD-p9jFMV5JJb6iHn9pt9LRpQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/asYcTsQnKorknbL_CKlM7VUCSu1SQomYaH5wCckuo2c.jpg?width=108&crop=smart&auto=webp&s=2f271ae6ac1951b41fb23d3c502c148ebb2023fc', 'width': 108}, {'height': 116, 'url': 'h... |
My friends don't understand why I'm feeling like I've split the atom. Do you? | 1 | 2024-02-13T18:13:12 | involviert | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1aq08gs | false | null | t3_1aq08gs | /r/LocalLLaMA/comments/1aq08gs/my_friends_dont_understand_why_im_feeling_like/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'I3NQjdspiezV4YAVmfNTyaxnZpQTiTrRI3w-dA-LA90', 'resolutions': [{'height': 8, 'url': 'https://preview.redd.it/ubxpcaan8eic1.png?width=108&crop=smart&auto=webp&s=1ac0394363f7f1a2f68a6ddd99a6410e9776b98e', 'width': 108}, {'height': 16, 'url': 'https://preview.redd.it/ubxpcaan8eic1.png?w... | |||
What’s the best code-assistant model that can run relatively quickly on an M3 Max MBP? | 8 | I’m not looking for a general purpose model, but just one that can debug, generate quality code, and work through technical issues. If this has been asked I apologize, reddit search is barely useable.
Also, I don’t think it makes a diff, but I use LM studio. Thanks! | 2024-02-13T17:58:07 | https://www.reddit.com/r/LocalLLaMA/comments/1apzuk5/whats_the_best_codeassistant_model_that_can_run/ | terminal_laziness | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1apzuk5 | false | null | t3_1apzuk5 | /r/LocalLLaMA/comments/1apzuk5/whats_the_best_codeassistant_model_that_can_run/ | false | false | self | 8 | null |
For anyone that's building their own open-source assistant | 122 | Apparently this is all that's going into handling user message contexts on the openAI Assistants API backend. K-I-S-S | 2024-02-13T17:49:18 | MonkeyMaster64 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1apzmoj | false | null | t3_1apzmoj | /r/LocalLLaMA/comments/1apzmoj/for_anyone_thats_building_their_own_opensource/ | false | false | 122 | {'enabled': True, 'images': [{'id': 'nsb4kTKXKnYx0J8pwpnDLDHOneDwpDu4_Amm68sSq_M', 'resolutions': [{'height': 107, 'url': 'https://preview.redd.it/048a9ikn4eic1.jpeg?width=108&crop=smart&auto=webp&s=a1aae5106aee0caff109df7a0a2ac5640ffa16c6', 'width': 108}, {'height': 214, 'url': 'https://preview.redd.it/048a9ikn4eic1.j... | ||
NeuralFlow: Visualize the intermediate output of Mistral 7B | 107 | Previous discussion here: [Comment thread](https://www.reddit.com/r/LocalLLaMA/comments/1ap8mxh/what_causes_llms_to_fall_into_repetitions_while/kq4mdk4/?context=3)
Code here: [https://github.com/valine/NeuralFlow/](https://github.com/valine/NeuralFlow/tree/master)
Hi guys,
Yesterday I posted a comment here about a ... | 2024-02-13T17:34:39 | https://www.reddit.com/r/LocalLLaMA/comments/1apz94o/neuralflow_visualize_the_intermediate_output_of/ | frownGuy12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1apz94o | false | null | t3_1apz94o | /r/LocalLLaMA/comments/1apz94o/neuralflow_visualize_the_intermediate_output_of/ | false | false | 107 | {'enabled': False, 'images': [{'id': '2ijq4nu4Vse250yzAFxOcdCwtJ-lMJk4hfYrdGAl7MY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/17IZ6S_q1eSrPIcsznV7bVftTNJW2C1zT4GKVJjxkRI.jpg?width=108&crop=smart&auto=webp&s=edc17a4bff05fb96bd30d6f5ca6bd2821fbad71e', 'width': 108}, {'height': 108, 'url': 'h... | |
What is the status of your AI/LLM project? | 1 | [removed] | 2024-02-13T17:34:03 | https://www.reddit.com/r/LocalLLaMA/comments/1apz8l3/what_is_the_status_of_your_aillm_project/ | Think_Concentrate_44 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1apz8l3 | false | null | t3_1apz8l3 | /r/LocalLLaMA/comments/1apz8l3/what_is_the_status_of_your_aillm_project/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'kA-Jz0kfrcRoooi_22zQZ2zFgLJd0DVQr-GQsh-EBWo', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/rlAOZZcVSSqiED09pdMYoCm1HOYtoRTbOGbbGdgUYlo.jpg?width=108&crop=smart&auto=webp&s=35a80186fbb901a10191c55e5d6708dd720f4fbd', 'width': 108}, {'height': 113, 'url': 'h... |
Nvidia’s Chat with RTX is finally bringing LLMs home | 1 | 2024-02-13T17:25:25 | https://www.videogamer.com/tech/ai/nvidias-chat-with-rtx-is-finally-bringing-llms-home/ | pompompomvg | videogamer.com | 1970-01-01T00:00:00 | 0 | {} | 1apz0th | false | null | t3_1apz0th | /r/LocalLLaMA/comments/1apz0th/nvidias_chat_with_rtx_is_finally_bringing_llms/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'VMlN3gSrZEHoORvO45U2VhLkoAUyJmUnmgbouf3ElTg', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/V4-MsDHvbfowZI_UkCInA268O_UAg2oNfv-Fo3T0NwY.jpg?width=108&crop=smart&auto=webp&s=a198ce75c0d47087afd9d29561442aace2a409d6', 'width': 108}, {'height': 121, 'url': 'h... | ||
ScrapeGPT - fully local chat with website tool | 39 | Hey everyone
I made a ScrapeGPT, a Telegram bot designed to perform content analysis of the entire website and answer questions based on the scraped content.
It scrapes the entire website and its sublinks and uses RAG pipeline to retrieve answers from the text. It supports both local LLMs (Ollama) and public ones.
N... | 2024-02-13T16:43:21 | https://www.reddit.com/r/LocalLLaMA/comments/1apxyj1/scrapegpt_fully_local_chat_with_website_tool/ | Various-Operation550 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1apxyj1 | false | null | t3_1apxyj1 | /r/LocalLLaMA/comments/1apxyj1/scrapegpt_fully_local_chat_with_website_tool/ | false | false | self | 39 | {'enabled': False, 'images': [{'id': '7D74mv1ObSKJalR4_Jvn9rP3t6n-H-zIoiz6578pfpQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/tIlUsY5Fbgw3eZRztOxhfj9IcoQJ86oK3haMShtDDDg.jpg?width=108&crop=smart&auto=webp&s=d015c8f5b375cd85dfee6026edb2602f87926423', 'width': 108}, {'height': 108, 'url': 'h... |
Deploy Mixtral 8x7B, LLaMA 2, and Mistral, on AWS EC2 with vLLM | 1 | [removed] | 2024-02-13T16:28:06 | https://www.reddit.com/r/LocalLLaMA/comments/1apxkyk/deploy_mixtral_8x7b_llama_2_and_mistral_on_aws/ | juliensalinas | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1apxkyk | false | null | t3_1apxkyk | /r/LocalLLaMA/comments/1apxkyk/deploy_mixtral_8x7b_llama_2_and_mistral_on_aws/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'G--KqbAanMqYYxnN0Bz3RaJwRoS2oYc6DWRxyFrwBxU', 'resolutions': [{'height': 30, 'url': 'https://external-preview.redd.it/rHlwhkKNx_zkZKi7mOfhKyLZkgcurxxrp36uMpgQTFM.jpg?width=108&crop=smart&auto=webp&s=a45cf2df29e23db2842978cdd27e398a81f8dd6b', 'width': 108}, {'height': 61, 'url': 'ht... |
OS-Copilot: Towards Generalist Computer Agents with Self-Improvement - Shanghai AI Laboratory 2024 | 26 | **I'm also sharing it here because I hope for more open source agents that can compete with such systems!**
Paper: [https://arxiv.org/abs/2402.07456](https://arxiv.org/abs/2402.07456)
Github: [https://github.com/OS-Copilot/FRIDAY](https://github.com/OS-Copilot/FRIDAY)
Abstract:
>Autonomous interaction with the co... | 2024-02-13T15:48:27 | https://www.reddit.com/r/LocalLLaMA/comments/1apwli3/oscopilot_towards_generalist_computer_agents_with/ | Singularian2501 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1apwli3 | false | null | t3_1apwli3 | /r/LocalLLaMA/comments/1apwli3/oscopilot_towards_generalist_computer_agents_with/ | false | false | 26 | null | |
NVIDIA "Chat with RTX" now free to download | 356 | 2024-02-13T15:26:01 | https://blogs.nvidia.com/blog/chat-with-rtx-available-now/ | user0user | blogs.nvidia.com | 1970-01-01T00:00:00 | 0 | {} | 1apw20z | false | null | t3_1apw20z | /r/LocalLLaMA/comments/1apw20z/nvidia_chat_with_rtx_now_free_to_download/ | false | false | 356 | {'enabled': False, 'images': [{'id': 'AzknWQURhzPzveJxTMUbRYv8pb0nTtOnZ2m48U6VUW4', 'resolutions': [{'height': 57, 'url': 'https://external-preview.redd.it/5PZ5gNdwqFs6inrlBC3cq7xau7JdBa1N5qXzUek8H7E.jpg?width=108&crop=smart&auto=webp&s=a50db7533c2aac001d41b3ce011e0e388db08361', 'width': 108}, {'height': 114, 'url': 'h... | ||
3B Model not able to train on 8 A100s. | 1 | [removed] | 2024-02-13T15:25:16 | https://www.reddit.com/r/LocalLLaMA/comments/1apw1dq/3b_model_not_able_to_train_on_8_a100s/ | PuzzleheadedFan8306 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1apw1dq | false | null | t3_1apw1dq | /r/LocalLLaMA/comments/1apw1dq/3b_model_not_able_to_train_on_8_a100s/ | false | false | self | 1 | null |
Ollama's OpenAI-Compatible API, and using it with Langroid | 29 | I think this is one of the best pieces of news last week in Local LLMs. I was waiting for this so I didn't need to use intermediate proxy libraries to interface with models served with Ollama. This may be well known to the pros among you, but I'm posting this so it's not lost on others how big of a deal this is.
As o... | 2024-02-13T15:16:40 | https://www.reddit.com/r/LocalLLaMA/comments/1apvtwo/ollamas_openaicompatible_api_and_using_it_with/ | SatoshiNotMe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1apvtwo | false | null | t3_1apvtwo | /r/LocalLLaMA/comments/1apvtwo/ollamas_openaicompatible_api_and_using_it_with/ | false | false | self | 29 | {'enabled': False, 'images': [{'id': 'mCf-gvgLGIf97C4Q5Pay7BZQzUkl4WPZs5p9Ug1Hclk', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/RigZZifec40luNenyE_Akjp1nwDkgYM3PY2sXKQiR9U.jpg?width=108&crop=smart&auto=webp&s=6f77c5c3077d3728cfb79ff9339119fb5fd7b59d', 'width': 108}, {'height': 113, 'url': 'h... |
Evaluation dataset is valuable when training with DPO? | 1 | A DPO dataset mostly includes two part \`chosen\`, and \`reject\`.
I think that the reject can play a role of not only increasing the performance but also evaluating the model due to the reward system.
Surely, there is 100% accuracy after a few steps, but I don't think that this is a valuable evaluated unit in terms... | 2024-02-13T15:02:17 | https://www.reddit.com/r/LocalLLaMA/comments/1apvhv0/evaluation_dataset_is_valuable_when_training_with/ | Mundane_Definition_8 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1apvhv0 | false | null | t3_1apvhv0 | /r/LocalLLaMA/comments/1apvhv0/evaluation_dataset_is_valuable_when_training_with/ | false | false | self | 1 | null |
I can run almost any model now. So so happy. Cost a little more than a Mac Studio. | 496 | OK, so maybe I’ll eat Ramen for a while. But I couldn’t be happier. 4 x RTX 8000’s and NVlink | 2024-02-13T14:55:00 | https://www.reddit.com/gallery/1apvbx5 | Ok-Result5562 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1apvbx5 | false | null | t3_1apvbx5 | /r/LocalLLaMA/comments/1apvbx5/i_can_run_almost_any_model_now_so_so_happy_cost_a/ | false | false | 496 | null | |
How do you generate character files and backstop, scenario. Do you use llms to generate .json files or do it by other means? | 3 | Your method for generating .json character or scenario filed. | 2024-02-13T14:19:12 | https://www.reddit.com/r/LocalLLaMA/comments/1apujra/how_do_you_generate_character_files_and_backstop/ | Caderent | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1apujra | false | null | t3_1apujra | /r/LocalLLaMA/comments/1apujra/how_do_you_generate_character_files_and_backstop/ | false | false | self | 3 | null |
Any recommendations for Open LLMs for Norwegian language tasks? | 3 | I saw someone asked a similar question 9 months ago, but hopefully, the SotA for this sort of thing has changed since then | 2024-02-13T13:48:05 | https://www.reddit.com/r/LocalLLaMA/comments/1aptvr1/any_recommendations_for_open_llms_for_norwegian/ | FrostAutomata | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aptvr1 | false | null | t3_1aptvr1 | /r/LocalLLaMA/comments/1aptvr1/any_recommendations_for_open_llms_for_norwegian/ | false | false | self | 3 | null |
How many Gb did Mixtral 8 x 7B take up? | 3 | HI,
Im currently in the process of downloading Mixtral 8 x 7B onto an external hardrive. Its currently at 76gb and counting... Just wondered what it took for everyone else because after googling it sounds like it should only be 30 - 40gb. Thanks! | 2024-02-13T13:36:24 | https://www.reddit.com/r/LocalLLaMA/comments/1aptmm7/how_many_gb_did_mixtral_8_x_7b_take_up/ | Rough_Dig7431 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aptmm7 | false | null | t3_1aptmm7 | /r/LocalLLaMA/comments/1aptmm7/how_many_gb_did_mixtral_8_x_7b_take_up/ | false | false | self | 3 | null |
Grants for Mamba/RWKV experiments | 30 | Hi all,
The organizations I work with are very interested in furthering the research into linear inference/"infinite" context models like mamba and RWKV. Extremely large "context" windows may be well suited for the NLP and reasoning challenges we deal with.
We want to provide grants to builders and researchers that c... | 2024-02-13T13:24:26 | https://www.reddit.com/r/LocalLLaMA/comments/1aptdvx/grants_for_mambarwkv_experiments/ | Rune4444 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aptdvx | false | null | t3_1aptdvx | /r/LocalLLaMA/comments/1aptdvx/grants_for_mambarwkv_experiments/ | false | false | self | 30 | null |
ScrapeGPT - fully local chat with the entire website (tg bot) | 1 | [removed] | 2024-02-13T13:13:40 | https://www.reddit.com/r/LocalLLaMA/comments/1apt627/scrapegpt_fully_local_chat_with_the_entire/ | Various-Operation550 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1apt627 | false | null | t3_1apt627 | /r/LocalLLaMA/comments/1apt627/scrapegpt_fully_local_chat_with_the_entire/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '7D74mv1ObSKJalR4_Jvn9rP3t6n-H-zIoiz6578pfpQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/tIlUsY5Fbgw3eZRztOxhfj9IcoQJ86oK3haMShtDDDg.jpg?width=108&crop=smart&auto=webp&s=d015c8f5b375cd85dfee6026edb2602f87926423', 'width': 108}, {'height': 108, 'url': 'h... |
Do you need more training data to finetune larger models ? | 1 | Hello everyone I wanted to know if the same logic as with many other ml methods applies in lllms as well. Do you need more trainings data to finetune a larger model ? | 2024-02-13T12:17:39 | https://www.reddit.com/r/LocalLLaMA/comments/1aps3dr/do_you_need_more_training_data_to_finetune_larger/ | Noxusequal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aps3dr | false | null | t3_1aps3dr | /r/LocalLLaMA/comments/1aps3dr/do_you_need_more_training_data_to_finetune_larger/ | false | false | self | 1 | null |
Fine-tuning LoRA | 2 | Does anyone have material to recommend for fine-tuning with LoRA? | 2024-02-13T11:14:59 | https://www.reddit.com/r/LocalLLaMA/comments/1apr257/finetuning_lora/ | NormalStatistical | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1apr257 | false | null | t3_1apr257 | /r/LocalLLaMA/comments/1apr257/finetuning_lora/ | false | false | default | 2 | null |
Which python framework should I use? | 2 | I would like to easily interact with a LLM hosted on my pc via API. Which python framework is the most hassle free to do that? | 2024-02-13T11:04:23 | https://www.reddit.com/r/LocalLLaMA/comments/1apqwg3/which_python_framework_should_i_use/ | Super_Pole_Jitsu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1apqwg3 | false | null | t3_1apqwg3 | /r/LocalLLaMA/comments/1apqwg3/which_python_framework_should_i_use/ | false | false | self | 2 | null |
Can't seem to configure LLM's correctly, always incorrect answers | 3 | Hi!
I've been struggling to set up LLM's correctly it seems. I use textgen-webui and Silly Tavern but don't quite understand what are system promts, where to put them, and how to use them correctly.
For example:
When using mixtral8x7b-instruct in huggingface's chat, I get correct answers:
https://preview.redd.it... | 2024-02-13T10:37:34 | https://www.reddit.com/r/LocalLLaMA/comments/1apqi2g/cant_seem_to_configure_llms_correctly_always/ | bullerwins | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1apqi2g | false | null | t3_1apqi2g | /r/LocalLLaMA/comments/1apqi2g/cant_seem_to_configure_llms_correctly_always/ | false | false | 3 | null | |
Train my own KI to read and split PDF Documents | 1 | [removed] | 2024-02-13T09:39:11 | https://www.reddit.com/r/LocalLLaMA/comments/1appo6l/train_my_own_ki_to_read_and_split_pdf_documents/ | V3n0m04 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1appo6l | false | null | t3_1appo6l | /r/LocalLLaMA/comments/1appo6l/train_my_own_ki_to_read_and_split_pdf_documents/ | false | false | self | 1 | null |
Best practices for Retrieval Augmented Generation | 1 | Hi,
I have several questions regarding RAG application:
\- What are the best practices to split documents before embedding ? What is the good granularity, words, phrases, sentences, paragraphs, articles?
\- Should we delete all unnecessary words (e.g. "the", "the", ...) while indexing chunks ? Or embedding will... | 2024-02-13T09:21:47 | https://www.reddit.com/r/LocalLLaMA/comments/1appfnu/best_practices_for_retrieval_augmented_generation/ | sebsebseb1982 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1appfnu | false | null | t3_1appfnu | /r/LocalLLaMA/comments/1appfnu/best_practices_for_retrieval_augmented_generation/ | false | false | self | 1 | null |
Which setup for 120b models? | 1 | To use 120gb models as part of an application, which setup do you go for if response time matters to you?
6x 4090 or 2x a100? Or something else? I want to buy, not rent. | 2024-02-13T08:59:59 | https://www.reddit.com/r/LocalLLaMA/comments/1app4nu/which_setup_for_120b_models/ | Lantariox24 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1app4nu | false | null | t3_1app4nu | /r/LocalLLaMA/comments/1app4nu/which_setup_for_120b_models/ | false | false | self | 1 | null |
Has anyone tried Yarn method to increase the context length of llm models? | 2 | I was following this [github](https://github.com/jquesnelle/yarn) page to finetune models from hf to increase the context length. But constantly getting errors. I would like to know has anyone successfully increased context length of finetuned or merged models in the hf? | 2024-02-13T08:58:42 | https://www.reddit.com/r/LocalLLaMA/comments/1app419/has_anyone_tried_yarn_method_to_increase_the/ | donzavus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1app419 | false | null | t3_1app419 | /r/LocalLLaMA/comments/1app419/has_anyone_tried_yarn_method_to_increase_the/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'SwvwkSw8DRJCT2mAl9DrMsRGf6NaqZEGXA_5Of3kei0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/7epJR1MSL_jpLiWqJIS-tNkmZhDplhDz-RbFbH8SbXk.jpg?width=108&crop=smart&auto=webp&s=d20a109a5bf642186f736bc7f0374197c42c7671', 'width': 108}, {'height': 108, 'url': 'h... |
Are any open source LLM's programmed to form and hold opinions? Are any open source LLM's programmed to use conversations it has as training data and to continually learn? | 1 | 2024-02-13T08:58:07 | MichaelTen | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1app3sd | false | null | t3_1app3sd | /r/LocalLLaMA/comments/1app3sd/are_any_open_source_llms_programmed_to_form_and/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'GTtFfnzdyD9RTNTQh3Fh_h1Ep02hdD1RC49XLn6P4-8', 'resolutions': [{'height': 26, 'url': 'https://preview.redd.it/s4w02bwthbic1.png?width=108&crop=smart&auto=webp&s=c89dc30a23773856bcc2f54e49cc911e3668531a', 'width': 108}, {'height': 52, 'url': 'https://preview.redd.it/s4w02bwthbic1.png?... | |||
LLaMA fatigue, anyone? | 109 | Sorry, I have to vent a bit here. I guess u have LLaMA fatigue.
Been obsessed since December, trying out many different things. Totally got into the roll play stuff (love playing characters of older TV episodes - yay Michael Westen!). I also often use chatgpt for work and as short cut to googleing things the these day... | 2024-02-13T08:10:26 | https://www.reddit.com/r/LocalLLaMA/comments/1apog7o/llama_fatigue_anyone/ | maxigs0 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1apog7o | false | null | t3_1apog7o | /r/LocalLLaMA/comments/1apog7o/llama_fatigue_anyone/ | false | false | self | 109 | null |
Out of memory while training Mistral in colab (free version) | 2 |
training_args = transformers.TrainingArguments(
auto_find_batch_size=False,
per_device_train_batch_size=1,
per_device_eval_batch_size=1,
gradient_accumulation_steps=2,
num_train_epochs=1,
learning_rate=2e-4,
fp16=True,
save_total_limit=4,
# log... | 2024-02-13T07:54:31 | https://www.reddit.com/r/LocalLLaMA/comments/1apo8as/out_of_memory_while_training_mistral_in_colab/ | Babachika_Banana_003 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1apo8as | false | null | t3_1apo8as | /r/LocalLLaMA/comments/1apo8as/out_of_memory_while_training_mistral_in_colab/ | false | false | 2 | null | |
Can I change the order of my nvidia GPUs in Linux? | 2 | I have 3 RTX3090's.
https://imgur.com/a/ATlWubX
Device 0 is Gen3 @ 4X
Device 1 is Gen3 @ 1X
Device 2 is Gen4 @ 4x
That's all the slots I have on my motherboard, I'm not going to buy/swap any hardware.
Loading models is slower on Device 1, and fastest on Device 2. When I'm loading smaller models eg. 70b, I'd like to ... | 2024-02-13T07:35:37 | https://www.reddit.com/r/LocalLLaMA/comments/1apnz05/can_i_change_the_order_of_my_nvidia_gpus_in_linux/ | CheatCodesOfLife | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1apnz05 | false | null | t3_1apnz05 | /r/LocalLLaMA/comments/1apnz05/can_i_change_the_order_of_my_nvidia_gpus_in_linux/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': '0CrOX52RKDQ5HDdbac57sHg7V54pjchMhNdrqK0A89I', 'resolutions': [{'height': 29, 'url': 'https://external-preview.redd.it/Qnuh12MY2krmAhG7FFeiwiAwHxbLgDuXZFkFijSgdp4.jpg?width=108&crop=smart&auto=webp&s=aca642331d2853f97a34614fee35951f0b53027a', 'width': 108}, {'height': 58, 'url': 'ht... |
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