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Best approach/models for text processing and formatting? | 9 | What models or approaches are best for formatting/processing of long unstructured/unformatted texts (like automated transcripts) that don't have any punctuation, sentences, etc into well formatted & structured text?
Basically, I have a stream of words which I need to:
1. Split into sentences
2. Capitalize, insert pun... | 2024-02-24T21:24:50 | https://www.reddit.com/r/LocalLLaMA/comments/1az5uge/best_approachmodels_for_text_processing_and/ | vicnaum | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1az5uge | false | null | t3_1az5uge | /r/LocalLLaMA/comments/1az5uge/best_approachmodels_for_text_processing_and/ | false | false | self | 9 | null |
Moore Threads MTT S4000 48GB AI GPU: with MTLink and zero-cost NVIDIA CUDA framework | 74 | 2024-02-24T21:21:50 | https://www.tweaktown.com/news/95058/moore-threads-mtt-s4000-48gb-ai-gpu-with-mtlink-and-zero-cost-nvidia-cuda-framework/index.html | Illustrious_Sand6784 | tweaktown.com | 1970-01-01T00:00:00 | 0 | {} | 1az5rtz | false | null | t3_1az5rtz | /r/LocalLLaMA/comments/1az5rtz/moore_threads_mtt_s4000_48gb_ai_gpu_with_mtlink/ | false | false | 74 | {'enabled': False, 'images': [{'id': 'OeTBTjLr9DmkWKB0h-T0q3c8Bym2f4_GAJ1VqjDIXzE', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/JrhfSGYIHl8In8-2PTerhkF94m4Fl8ufGMtCkyCMMks.jpg?width=108&crop=smart&auto=webp&s=beb2dfb95cbc143f4ff6a5dcf17b08a93f8fbbc5', 'width': 108}, {'height': 121, 'url': 'h... | ||
ClBlas vs CuBlas on Windows? | 1 | I am messing with KoboldCPP on Windows.
I have a Nvidia 3080 10GB, playing with various quantized models - CodeLlama 13b, Smaug 34b, quantized to q6k and q5k. I've also tried the older 8 bit integer linear quanitization.
For some reason I am literally getting different responses changing between CuBlas and CLBla... | 2024-02-24T20:57:22 | https://www.reddit.com/r/LocalLLaMA/comments/1az55r1/clblas_vs_cublas_on_windows/ | d13f00l | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1az55r1 | false | null | t3_1az55r1 | /r/LocalLLaMA/comments/1az55r1/clblas_vs_cublas_on_windows/ | false | false | self | 1 | null |
How to implement RAG with gguf models without gpu | 1 | Hey , I am new to LLMs I'm trying to build a RAG model which reads my pdf file and able to process the input query given to the model by me . How should I implement this .
P.s I have no gpu , i only have cpu
Is there any way to accomplish the above task | 2024-02-24T20:49:21 | https://www.reddit.com/r/LocalLLaMA/comments/1az4yni/how_to_implement_rag_with_gguf_models_without_gpu/ | dark_lord314 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1az4yni | false | null | t3_1az4yni | /r/LocalLLaMA/comments/1az4yni/how_to_implement_rag_with_gguf_models_without_gpu/ | false | false | self | 1 | null |
DINO-Digestion | 3 | [removed] | 2024-02-24T20:37:44 | https://github.com/taylor-ennen/DINO-Digestion | CloudFaithTTV | github.com | 1970-01-01T00:00:00 | 0 | {} | 1az4oh8 | false | null | t3_1az4oh8 | /r/LocalLLaMA/comments/1az4oh8/dinodigestion/ | false | false | 3 | {'enabled': False, 'images': [{'id': '5U6o8_9TEfB7WOPlwLNvrseYCr1jRi94XXqqYNrBjK8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/nv8cQ8z5sNkdFwTHceEZIL34TvO88jdMFnmHgVo2h2w.jpg?width=108&crop=smart&auto=webp&s=2a84a07c0b3ecd6973404a54777f14ae18be14df', 'width': 108}, {'height': 108, 'url': 'h... | |
M2 Max 96GB vs M3 Max 128GB - Worth the extra $2000? | 1 | [removed] | 2024-02-24T19:43:10 | https://www.reddit.com/r/LocalLLaMA/comments/1az3di2/m2_max_96gb_vs_m3_max_128gb_worth_the_extra_2000/ | tropic_churn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1az3di2 | false | null | t3_1az3di2 | /r/LocalLLaMA/comments/1az3di2/m2_max_96gb_vs_m3_max_128gb_worth_the_extra_2000/ | false | false | self | 1 | null |
Can anyone tell me how to make Nomic's GPT4all produce images? | 1 | I'm using the Falcon model on Nomic's GPT4all ecosystem. I'm hoping that someone here can tell me how to make it generate images. Here's my latest attempt:
Do you have the ability to generate images?
Yes, I can generate images using various techniques such as image synthesis, style transfer, and generative adver... | 2024-02-24T19:34:08 | https://www.reddit.com/r/LocalLLaMA/comments/1az35uw/can_anyone_tell_me_how_to_make_nomics_gpt4all/ | GrimMandingoh | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1az35uw | false | null | t3_1az35uw | /r/LocalLLaMA/comments/1az35uw/can_anyone_tell_me_how_to_make_nomics_gpt4all/ | false | false | self | 1 | null |
How Integrating oobabooga / text-generation-webui WITH OpenAI API for whisper ? | 1 | [removed] | 2024-02-24T19:19:00 | https://www.reddit.com/r/LocalLLaMA/comments/1az2sys/how_integrating_oobabooga_textgenerationwebui/ | vernice1997 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1az2sys | false | null | t3_1az2sys | /r/LocalLLaMA/comments/1az2sys/how_integrating_oobabooga_textgenerationwebui/ | false | false | self | 1 | null |
New ~3 BPW llama.cpp Quant - IQ3_S | 55 | An overall better \~3 BPW quant type has been merged to llama.cpp:main. IQ3\_S effectively replaces Q3\_K\_S - It results in reduced perplexity error at an identical BPW.
[https://github.com/ggerganov/llama.cpp/pull/5676](https://github.com/ggerganov/llama.cpp/pull/5676) | 2024-02-24T19:15:12 | https://www.reddit.com/r/LocalLLaMA/comments/1az2pli/new_3_bpw_llamacpp_quant_iq3_s/ | TheActualStudy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1az2pli | false | null | t3_1az2pli | /r/LocalLLaMA/comments/1az2pli/new_3_bpw_llamacpp_quant_iq3_s/ | false | false | self | 55 | {'enabled': False, 'images': [{'id': '6p5hSf__aPhUOrJoJdtR1e3bI-XRx5rtfm6rnYexhXM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/kLzsXjfia6GewdNsk-RsRYYHladEG6D5w4JoIch-VkY.jpg?width=108&crop=smart&auto=webp&s=16d142890278c85b9fb484ab2110669a8c72af5c', 'width': 108}, {'height': 108, 'url': 'h... |
mill.py - Markdown interface for llama.cpp | 1 | 2024-02-24T19:05:40 | https://tildegit.org/unworriedsafari/mill.py | unworriedsafari | tildegit.org | 1970-01-01T00:00:00 | 0 | {} | 1az2h2d | false | null | t3_1az2h2d | /r/LocalLLaMA/comments/1az2h2d/millpy_markdown_interface_for_llamacpp/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'jmajneuxRQoZoptTZI4Bu8YwsYL5BIRpXRVt2YqkmvI', 'resolutions': [], 'source': {'height': 80, 'url': 'https://external-preview.redd.it/qCzCHeJj9Hrs7pzuHXzJIUR56LHkhnkcVyPuTcMALno.jpg?auto=webp&s=4931da55b2e9ce5453e84211cb9cd0b59a78eea2', 'width': 80}, 'variants': {}}]} | ||
New open-source image generation king?! Cascade, SDXL Lightning and more on HuggingFace! | 1 | [removed] | 2024-02-24T18:44:21 | https://www.reddit.com/r/LocalLLaMA/comments/1az1xw8/new_opensource_image_generation_king_cascade_sdxl/ | dev-spot | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1az1xw8 | false | null | t3_1az1xw8 | /r/LocalLLaMA/comments/1az1xw8/new_opensource_image_generation_king_cascade_sdxl/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'W5KLXnxA1cJcBKh3yAiLTKGG-2rZIOPIitIGeFs7cVo', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/ZBhB5BlowR1B7EbRBvjENidGwboP4HzYg5omg7rzfo4.jpg?width=108&crop=smart&auto=webp&s=65c994231f075f8817cff83d6b4e1cc3cc883486', 'width': 108}, {'height': 162, 'url': 'h... |
Any decent open source voice assistants (ChatGPT or local llm) that allow interrupting? | 14 | My dad's birthday is in a few days, and he loves talking to Alexa. There's a ChatGPT plugin but a lot of people don't like it, and in general I wanted to build a physical device as an alternative to Alexa.
So far I was able to build one that works great, but the only thing I've had difficulty with is being able to int... | 2024-02-24T18:37:51 | https://www.reddit.com/r/LocalLLaMA/comments/1az1s4n/any_decent_open_source_voice_assistants_chatgpt/ | PurplishDev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1az1s4n | false | null | t3_1az1s4n | /r/LocalLLaMA/comments/1az1s4n/any_decent_open_source_voice_assistants_chatgpt/ | false | false | self | 14 | null |
GraphRAG on narrative private data | 21 | Better RAG for local models would be useful. This appears to have been an extension to llama-index.
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/ | 2024-02-24T18:26:42 | https://www.reddit.com/r/LocalLLaMA/comments/1az1ies/graphrag_on_narrative_private_data/ | grimjim | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1az1ies | false | null | t3_1az1ies | /r/LocalLLaMA/comments/1az1ies/graphrag_on_narrative_private_data/ | false | false | self | 21 | {'enabled': False, 'images': [{'id': 'L6CIvL79AXqbqeWvIx2COX-Ua-4XMW1ystIrL7qHrwo', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/yXkFKpBMAHvS8lsQ8rb5PE__z1LatCPQisD7_katEo8.jpg?width=108&crop=smart&auto=webp&s=fa8e185fe2cd01a98f51fc39629506ef62bb7b07', 'width': 108}, {'height': 112, 'url': 'h... |
talk-llama-fast - Informal and fast voice assistant | 170 | 2024-02-24T18:14:35 | https://v.redd.it/pv1i4bjhqkkc1 | tensorbanana | /r/LocalLLaMA/comments/1az17r9/talkllamafast_informal_and_fast_voice_assistant/ | 1970-01-01T00:00:00 | 0 | {} | 1az17r9 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/pv1i4bjhqkkc1/DASHPlaylist.mpd?a=1711520081%2CNzUwNzg3OWY2YzI1OTNmZjA5ZmVlZTIxYWMzNDY5MzdlYmJiNDExZmVlNTA5MmQ4NzQyMDhjYzAyMDRiYzM1Yg%3D%3D&v=1&f=sd', 'duration': 289, 'fallback_url': 'https://v.redd.it/pv1i4bjhqkkc1/DASH_1080.mp4?source=fallback', '... | t3_1az17r9 | /r/LocalLLaMA/comments/1az17r9/talkllamafast_informal_and_fast_voice_assistant/ | false | false | 170 | {'enabled': False, 'images': [{'id': 'N3lzNmZudTZya2tjMby6HO4rDjfQuAI7-xz-1q0ylxGQYmoOYzkq-FIc7yNU', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/N3lzNmZudTZya2tjMby6HO4rDjfQuAI7-xz-1q0ylxGQYmoOYzkq-FIc7yNU.png?width=108&crop=smart&format=pjpg&auto=webp&s=35a304a0a030d6c52a99e7c5089b47fd8c8ca... | ||
Best AI Model for Story Writing in LM Studio? | 1 | [removed] | 2024-02-24T17:24:41 | https://www.reddit.com/r/LocalLLaMA/comments/1ayzzra/best_ai_model_for_story_writing_in_lm_studio/ | A-B-Norme | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayzzra | false | null | t3_1ayzzra | /r/LocalLLaMA/comments/1ayzzra/best_ai_model_for_story_writing_in_lm_studio/ | false | false | self | 1 | null |
ChatterUI v0.6.10 released, now with Gemma! - A free open source Android App for LLMs. | 1 | [removed] | 2024-02-24T17:08:59 | https://www.reddit.com/r/LocalLLaMA/comments/1ayzlk0/chatterui_v0610_released_now_with_gemma_a_free/ | ----Val---- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayzlk0 | false | null | t3_1ayzlk0 | /r/LocalLLaMA/comments/1ayzlk0/chatterui_v0610_released_now_with_gemma_a_free/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'Nl7LuuRs2fL4m8hwGEpG1mN9CbfH0d1T3FRPvimE42o', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/I2GoO2vo1oDZfeviQZJLZF7RacSbd9TiIgTTLrXSbd4.jpg?width=108&crop=smart&auto=webp&s=fd9172599107e02fb4bc9895fe1c46752e079e97', 'width': 108}, {'height': 108, 'url': 'h... |
Training a model to autocomplete for a niche domain and a specific style | 8 | Hi,
I'm looking to setup a "autocomplete" writing assistant that can complete my sentences/paragraphs. Kind of like Github Copilot but for my writing. Would appreciate any help or pointers of how to go about this.
Most of my writing is for a particular domain and has to conform to a particular writing style. I have a... | 2024-02-24T16:56:20 | https://www.reddit.com/r/LocalLLaMA/comments/1ayzacq/training_a_model_to_autocomplete_for_a_niche/ | regstuff | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayzacq | false | null | t3_1ayzacq | /r/LocalLLaMA/comments/1ayzacq/training_a_model_to_autocomplete_for_a_niche/ | false | false | self | 8 | null |
Why are LLMs struggling with my diary? (RAG) | 3 | Hi everyone!
I'm trying to use LLM models to talk to my diary. Unfortunately, I'm getting bad results. I've tested local Ollama, Poe, Perplexity AI, GPT4ALL, multiple models... They all struggle with accessing info in the document. For instance, when I ask "What happened on Sat Feb 24, 2024?" Only ChatGPT4 managed to ... | 2024-02-24T16:37:00 | https://www.reddit.com/r/LocalLLaMA/comments/1ayytcr/why_are_llms_struggling_with_my_diary_rag/ | SoundProofHead | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayytcr | false | null | t3_1ayytcr | /r/LocalLLaMA/comments/1ayytcr/why_are_llms_struggling_with_my_diary_rag/ | false | false | self | 3 | null |
Is there any large model of dolphin available online? | 1 | For example, for the latest Dolphin model 2.7, is there any model that you are willing to share online or can use for a fee, or other models that can be used online without restrictions? | 2024-02-24T16:05:33 | https://www.reddit.com/r/LocalLLaMA/comments/1ayy1qk/is_there_any_large_model_of_dolphin_available/ | palmcentro2019 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayy1qk | false | null | t3_1ayy1qk | /r/LocalLLaMA/comments/1ayy1qk/is_there_any_large_model_of_dolphin_available/ | false | false | self | 1 | null |
Text classification using LLMs | 1 | Hi, I am looking for a solution to do supervised text classification for 10-20 different classes spread across more than 7000 labelled data instances. I have the data in xlsx and jsonl formats, but can be converted to any format required easily. I've tried the basic machine learning techniques and deep learning also bu... | 2024-02-24T15:51:28 | https://www.reddit.com/r/LocalLLaMA/comments/1ayxpou/text_classification_using_llms/ | Shubham_Garg123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayxpou | false | null | t3_1ayxpou | /r/LocalLLaMA/comments/1ayxpou/text_classification_using_llms/ | false | false | self | 1 | null |
What Hardware to Serve a Mixtral finetune? | 1 | Hello r/LocalLLaMA,
Currently i offer a service based on the openai api (mainly for function calling) but I don't like being depending on a blackbox and not being able to control things like uptime, latency, changes of behavior, data privacy etc...
So I would like to serve a mixtral finetune to my use. I took care ... | 2024-02-24T15:48:40 | https://www.reddit.com/r/LocalLLaMA/comments/1ayxnay/what_hardware_to_serve_a_mixtral_finetune/ | ubernion | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayxnay | false | null | t3_1ayxnay | /r/LocalLLaMA/comments/1ayxnay/what_hardware_to_serve_a_mixtral_finetune/ | false | false | self | 1 | null |
What Hardware to Serve a Mixtral finetune? | 1 | Hello r/LocalLLaMA,
Currently i offer a service based on the openai api (mainly for function calling) but I don't like being depending on a blackbox and not being able to control things like uptime, latency, changes of behavior, data privacy etc...
So I would like to serve a mixtral finetune to my use. I took care ... | 2024-02-24T15:48:35 | https://www.reddit.com/r/LocalLLaMA/comments/1ayxn7g/what_hardware_to_serve_a_mixtral_finetune/ | ubernion | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayxn7g | false | null | t3_1ayxn7g | /r/LocalLLaMA/comments/1ayxn7g/what_hardware_to_serve_a_mixtral_finetune/ | false | false | self | 1 | null |
Buy Google Voice Accounts - Buy Google Voice Accounts USA Phone Number Verified Real, Cheap & Verified | 1 | 2024-02-24T15:47:10 | https://trustreviewsit.com/product/buy-google-voice-accounts/ | Conscious-Cherry-833 | trustreviewsit.com | 1970-01-01T00:00:00 | 0 | {} | 1ayxm18 | false | null | t3_1ayxm18 | /r/LocalLLaMA/comments/1ayxm18/buy_google_voice_accounts_buy_google_voice/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'MejWIgrRLLpWcnN9xUf16bRsOkF-nvk3DBBEP_AsLJw', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/Ic3qax_d2o1CoizgWyEt7bPWfxd_7es7lVSEi_hX7E4.jpg?width=108&crop=smart&auto=webp&s=982b0a45370fe21da2dd998fcf84691fb2fb34a9', 'width': 108}, {'height': 216, 'url': '... | ||
Vram vs tensor cores? | 1 | [removed] | 2024-02-24T15:43:30 | https://www.reddit.com/r/LocalLLaMA/comments/1ayxixj/vram_vs_tensor_cores/ | rorowhat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayxixj | false | null | t3_1ayxixj | /r/LocalLLaMA/comments/1ayxixj/vram_vs_tensor_cores/ | false | false | self | 1 | null |
LLM for plot expanding | 3 | Hi together,
​
is there any LLM good in writing a story from a plot? Or does someone knows a good workflow?
​
When I'm adding background information and instruct LLM to follow a plot, most of the time it doesn't follow the plot or it adds wrong details which are the opposite of the background.
Ȁ... | 2024-02-24T15:30:54 | https://www.reddit.com/r/LocalLLaMA/comments/1ayx82m/llm_for_plot_expanding/ | Hellfiredrak | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayx82m | false | null | t3_1ayx82m | /r/LocalLLaMA/comments/1ayx82m/llm_for_plot_expanding/ | false | false | self | 3 | null |
Smallest, lowest powered cpu/discrete GPU for local serving 7B LLM? | 1 | Hey,
In my LLM learning journey I'm now wanting to move to actually building something useful like a home assistant that understands my family and personal documents. I'd prefer not to serve this app from my AI server which I use for LLM fine tuning, quantisation etc.
​
Looking around for something small and ... | 2024-02-24T15:25:58 | https://www.reddit.com/r/LocalLLaMA/comments/1ayx3zn/smallest_lowest_powered_cpudiscrete_gpu_for_local/ | LostGoatOnHill | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayx3zn | false | null | t3_1ayx3zn | /r/LocalLLaMA/comments/1ayx3zn/smallest_lowest_powered_cpudiscrete_gpu_for_local/ | false | false | default | 1 | null |
Thoughts on current approaches for instruct tuning | 4 | Hello everyone,
I had some thoughts regarding the current approaches used to instruct tuning llm models, that I wanted to share:
\- **Observation**: Current instruct models usually attempt to give a response to a question/prompt as fast as possible, basically by giving the answer in their immediate next output.
\- *... | 2024-02-24T15:13:28 | https://www.reddit.com/r/LocalLLaMA/comments/1aywtiv/thoughts_on_current_approaches_for_instruct_tuning/ | Ill_Satisfaction_865 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aywtiv | false | null | t3_1aywtiv | /r/LocalLLaMA/comments/1aywtiv/thoughts_on_current_approaches_for_instruct_tuning/ | false | false | self | 4 | null |
LLM for processing .txt in batch | 2 | Hello! I'm new at this and I wanted to know if it's possible to make an LLM go through the .txt files of a folder, scans the text and redact an improved and more enriched version. I want it to make the process in batch. So far, I've created the .txt using CogVLM (it's good but if you know a better one uncensored, recom... | 2024-02-24T15:12:05 | https://www.reddit.com/r/LocalLLaMA/comments/1aywsf7/llm_for_processing_txt_in_batch/ | wwwanderingdemon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aywsf7 | false | null | t3_1aywsf7 | /r/LocalLLaMA/comments/1aywsf7/llm_for_processing_txt_in_batch/ | false | false | self | 2 | null |
Any model that we can train it with answer/question style in our local pc? | 1 | [removed] | 2024-02-24T14:48:39 | https://www.reddit.com/r/LocalLLaMA/comments/1ayw95m/any_model_that_we_can_train_it_with/ | Glass_Philosophy6941 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayw95m | false | null | t3_1ayw95m | /r/LocalLLaMA/comments/1ayw95m/any_model_that_we_can_train_it_with/ | false | false | self | 1 | null |
Fine tuning LLaMA with my projects | 1 | Hi, I am quite new to tuning llama models, and I wanted to tune a LLaMA with the code from my C projects, in order for it to be able to write function for my usecase. Is something like this possible at all? I am also open to other similar solutions (maybe train Google Gemma or something similar) | 2024-02-24T14:03:48 | https://www.reddit.com/r/LocalLLaMA/comments/1ayv9mg/fine_tuning_llama_with_my_projects/ | sKemo12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayv9mg | false | null | t3_1ayv9mg | /r/LocalLLaMA/comments/1ayv9mg/fine_tuning_llama_with_my_projects/ | false | false | self | 1 | null |
Perplexity AI have made a new model available: Sonar | 36 | 2024-02-24T13:56:37 | https://docs.perplexity.ai/changelog/api-updates-february-2024 | and_human | docs.perplexity.ai | 1970-01-01T00:00:00 | 0 | {} | 1ayv3z6 | false | null | t3_1ayv3z6 | /r/LocalLLaMA/comments/1ayv3z6/perplexity_ai_have_made_a_new_model_available/ | false | false | default | 36 | null | |
Increase the output length and level of detail of a model | 5 | I created transcripts (tts) of videos and divided them each into unrelated topics to reduce tokens. I'm passing those to mixtral 8x7b with the prompt to generate a detailed script of the things being said while going into detail and not leaving out information.
Despite me clearly stating that I don't want a brief summ... | 2024-02-24T13:22:02 | https://www.reddit.com/r/LocalLLaMA/comments/1ayuexr/increase_the_output_length_and_level_of_detail_of/ | kochdelta | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayuexr | false | null | t3_1ayuexr | /r/LocalLLaMA/comments/1ayuexr/increase_the_output_length_and_level_of_detail_of/ | false | false | self | 5 | null |
Is there a service that offers LLAMA for fine-tuning and only requires payment on a per-use basis? As far as I am aware, only OpenAI provides the option to fine-tune their models and charges only for token use, not for hosting the fine-tuned model. | 1 | Now we are using Azure and GPT-3, and we are looking to see if there is any way to find another solution that allows us to fine-tune a chat model but only pay per usage.
Thanks a lot! | 2024-02-24T13:09:31 | https://www.reddit.com/r/LocalLLaMA/comments/1ayu5sd/is_there_a_service_that_offers_llama_for/ | spyrosko | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayu5sd | false | null | t3_1ayu5sd | /r/LocalLLaMA/comments/1ayu5sd/is_there_a_service_that_offers_llama_for/ | false | false | self | 1 | null |
PubMedBERT Embeddings with Matryoshka Representation Learning enabling dynamic vector sizes | 7 | 2024-02-24T13:04:11 | https://huggingface.co/NeuML/pubmedbert-base-embeddings-matryoshka | davidmezzetti | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1ayu1yy | false | null | t3_1ayu1yy | /r/LocalLLaMA/comments/1ayu1yy/pubmedbert_embeddings_with_matryoshka/ | false | false | 7 | {'enabled': False, 'images': [{'id': 'Q4SnnjtcTH0CKDEURJOBwZ70lTCHoRY_G04J1Q2U-kU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/H4eF9AfBvEhitkO7pyQ-O-Xbu3iKaM1Aw9fswx8Cv9k.jpg?width=108&crop=smart&auto=webp&s=ed8bddef9f913454e3095e810f1b15fd0e9e5d4a', 'width': 108}, {'height': 116, 'url': 'h... | ||
Advice/Solution sought: Memory Management and PYTORCH_CUDA_ALLOC_CONF (Linux Mint) | 1 | Recently switched from using Oobabooga on Windows to Linux Mint using the same dual boot PC. It's working fine with my smaller models but larger models that work on the Windows installation produce the following error on Linux.
*torch.cuda.OutOfMemoryError: CUDA out of memory. Tried to allocate 34.00 MiB. GPU 0 has a ... | 2024-02-24T12:56:23 | https://www.reddit.com/r/LocalLLaMA/comments/1aytwe4/advicesolution_sought_memory_management_and/ | Grammar-Warden | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aytwe4 | false | null | t3_1aytwe4 | /r/LocalLLaMA/comments/1aytwe4/advicesolution_sought_memory_management_and/ | false | false | self | 1 | null |
How to make LM Studio use AMD GPU? | 1 | I just downloaded a mistral 3gb 7b model in lm studio and when i check task manager it seems like the discrete gpu on my windows laptop is on 0% load when processing a prompt. I have a Radeon RX 5500M gpu. Any ideas on how to use my gpu? Thanks. | 2024-02-24T12:46:29 | https://www.reddit.com/r/LocalLLaMA/comments/1aytpvm/how_to_make_lm_studio_use_amd_gpu/ | Samy-Bishay | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aytpvm | false | null | t3_1aytpvm | /r/LocalLLaMA/comments/1aytpvm/how_to_make_lm_studio_use_amd_gpu/ | false | false | self | 1 | null |
Modelformat agnostic frameworks and serving engines in regard of speed/ecosystem (GGUF, GPTQ, AWQ, EXL2, etc.) | 1 | [removed] | 2024-02-24T12:41:17 | https://www.reddit.com/r/LocalLLaMA/comments/1aytmf5/modelformat_agnostic_frameworks_and_serving/ | ColorfulRide | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aytmf5 | false | null | t3_1aytmf5 | /r/LocalLLaMA/comments/1aytmf5/modelformat_agnostic_frameworks_and_serving/ | false | false | self | 1 | null |
OpenCodeInterpreter - Results in Real World Testing | 31 | **TL;DR** so far, I've found 7b-8bit is better than 33b-4bit
Hey all; so I usually get LLMs to try coding a game of Snake in pygame for me to test out how good they are at coding. I just tried out OpenCodeInterpreter 7b and 33b on this; and weirdly... the 7b-8bit quant did a better 0-shot than the 33b-4bit did? The 7b... | 2024-02-24T12:04:29 | https://www.reddit.com/r/LocalLLaMA/comments/1aysz56/opencodeinterpreter_results_in_real_world_testing/ | OldAd9530 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aysz56 | false | null | t3_1aysz56 | /r/LocalLLaMA/comments/1aysz56/opencodeinterpreter_results_in_real_world_testing/ | false | false | self | 31 | null |
By far Qwen1.5 72B and Qwen-VL (both plus and max) | 2 | From what I can see Qwen1.5 72B and Qwen-VL are open source and free to run locally. Their performance is next to gpt4 and gpt4v. I know Qwen72B can run with LMStudio but has anyone tried QwenVL locally? I know llava1.6 has ggul models and can run with LMStudio, is this also the case for Qwen-VL anyone know? | 2024-02-24T11:38:22 | https://www.reddit.com/r/LocalLLaMA/comments/1aysjlk/by_far_qwen15_72b_and_qwenvl_both_plus_and_max/ | ihaag | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aysjlk | false | null | t3_1aysjlk | /r/LocalLLaMA/comments/1aysjlk/by_far_qwen15_72b_and_qwenvl_both_plus_and_max/ | false | false | self | 2 | null |
LLama2 for inference for few shot named entity recognition task. | 1 | I doing some research on ner and I created my own few shot model for ner task on custom dataset. I want to compare its performance with the llama2 model without fine tuning.
I have done it with ChatGPT by implementing few shot prompt template with the api.
I was wondering if I should do the same with llama2 or is t... | 2024-02-24T11:29:41 | https://www.reddit.com/r/LocalLLaMA/comments/1aysefr/llama2_for_inference_for_few_shot_named_entity/ | Alternative-Book9705 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aysefr | false | null | t3_1aysefr | /r/LocalLLaMA/comments/1aysefr/llama2_for_inference_for_few_shot_named_entity/ | false | false | self | 1 | null |
Which are Mixtral 7x8's experts? | 4 | Probably a naive question, but I didn't find any info.
Are there 8 particular experts Mixtral features? Like Math, Code, English, History, Buology, etc? | 2024-02-24T11:02:17 | https://www.reddit.com/r/LocalLLaMA/comments/1ayryz5/which_are_mixtral_7x8s_experts/ | Revolutionary_Ad6574 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayryz5 | false | null | t3_1ayryz5 | /r/LocalLLaMA/comments/1ayryz5/which_are_mixtral_7x8s_experts/ | false | false | self | 4 | null |
Question for Qwen14b - What's wrong with US and Chinese government | 529 | 2024-02-24T10:45:26 | JonNordland | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ayrp11 | false | null | t3_1ayrp11 | /r/LocalLLaMA/comments/1ayrp11/question_for_qwen14b_whats_wrong_with_us_and/ | false | false | 529 | {'enabled': True, 'images': [{'id': 'KAFiztlBzba_vpbt3VjYwX8wlTTavhdSxvEwD0zULRk', 'resolutions': [{'height': 118, 'url': 'https://preview.redd.it/g9mx0ldtiikc1.png?width=108&crop=smart&auto=webp&s=f3e2633d97bc1f35cd842981b9bc87ec26cbe763', 'width': 108}, {'height': 237, 'url': 'https://preview.redd.it/g9mx0ldtiikc1.pn... | |||
Diving Into LLM for Network Automation - Need Guidance! | 4 |
I'm stepping into the LLM world, aiming to merge my expertise in network automation (think custom python Ansible playbooks for switch, route, and firewalls) with the power of Large Language Models. My journey has just begun with local LLMs via Open WebUI, but I'm eager to dive deeper.
My goal? To learn training pro... | 2024-02-24T10:34:24 | https://www.reddit.com/r/LocalLLaMA/comments/1ayriwb/diving_into_llm_for_network_automation_need/ | sudo1385 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayriwb | false | null | t3_1ayriwb | /r/LocalLLaMA/comments/1ayriwb/diving_into_llm_for_network_automation_need/ | false | false | self | 4 | null |
Local inference on low spec computers | 2 | Dear Redditors,
I am working on a project where we want to extract information from letters (e.g., patient name, medical conditions), after long time lurking and some testing by myself I can hardly see any 1-2B model working on low specs (for instance: 8gb Ram, some i5 cpu of the 10th Intel generation). Due to some pr... | 2024-02-24T10:26:41 | https://www.reddit.com/r/LocalLLaMA/comments/1ayrers/local_inference_on_low_spec_computers/ | hdsmrv462 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayrers | false | null | t3_1ayrers | /r/LocalLLaMA/comments/1ayrers/local_inference_on_low_spec_computers/ | false | false | self | 2 | null |
GPTFast: Accelerate your Hugging Face Transformers 6-7x. Native to Hugging Face and PyTorch. | 2 | **GitHub**: [https://github.com/MDK8888/GPTFast](https://github.com/MDK8888/GPTFast)
**GPTFast**
Accelerate your Hugging Face Transformers 6-7x with GPTFast!
**Background**
[GPTFast](https://github.com/pytorch-labs/gpt-fast) was originally a set of techniques developed by the PyTorch Team to accelerate the inferenc... | 2024-02-24T10:20:02 | https://www.reddit.com/r/LocalLLaMA/comments/1ayraym/gptfast_accelerate_your_hugging_face_transformers/ | SunsetOneSix | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayraym | false | null | t3_1ayraym | /r/LocalLLaMA/comments/1ayraym/gptfast_accelerate_your_hugging_face_transformers/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'A6RfLxlFDrv_GjbPcO0UFQDSZWSpPVnMHlt69j5SetQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/gMgh03dsqnb-c1iaNHKwgqHOo8BrRlpdkUF33sceHIM.jpg?width=108&crop=smart&auto=webp&s=bd6e3dbabbb001b484e362f9631eb51925cb471d', 'width': 108}, {'height': 108, 'url': 'h... |
A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models | 1 | **Paper**: [https://arxiv.org/abs/2401.01313](https://arxiv.org/abs/2401.01313)
**Abstract**:
>As Large Language Models (LLMs) continue to advance in their ability to write human-like text, a key challenge remains around their tendency to hallucinate generating content that appears factual but is ungrounded. This iss... | 2024-02-24T10:07:14 | https://www.reddit.com/r/LocalLLaMA/comments/1ayr3p5/a_comprehensive_survey_of_hallucination/ | SunsetOneSix | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayr3p5 | false | null | t3_1ayr3p5 | /r/LocalLLaMA/comments/1ayr3p5/a_comprehensive_survey_of_hallucination/ | false | false | self | 1 | null |
Introducing GPT-Sequencer: My No-Code, GGUF-Enhanced Chatbot Interface for Local, private data handling | 7 | Hello Reddit,
Yet another chatbot interface dedicated to GGUF models, that i built with help of chatgpt. I'm no coder nor dev. But i wanted to make prompts chained in easy script with no code ( i choose .csv format), then able to search the net, scrape a page, restrict output in gbnf, and search documents via embeddi... | 2024-02-24T09:40:39 | https://www.reddit.com/r/LocalLLaMA/comments/1ayqphv/introducing_gptsequencer_my_nocode_ggufenhanced/ | dbddv01 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayqphv | false | null | t3_1ayqphv | /r/LocalLLaMA/comments/1ayqphv/introducing_gptsequencer_my_nocode_ggufenhanced/ | false | false | 7 | {'enabled': False, 'images': [{'id': 'Q6sSBk8YfT4WRlQWjfwnx6kPqARNwVyj6r_W3QoPHuc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/8MD8DQV2UQ3B0Rs7EKJLz19dzqNznWdaavAeoTfknNs.jpg?width=108&crop=smart&auto=webp&s=fde32553dc96b22c24592a1f31b75eea0fb5c3d9', 'width': 108}, {'height': 108, 'url': 'h... | |
Help: Trying to Shove Regular RAM into My RTX 4090 | 1 | Hey fellow tech enthusiasts and potential mad scientists,
So, here's the scoop: I've been trying to run this absolutely chonky 240 billion parameter Large Language Model on my humble RTX 4090. Yes, you read that right. And before you ask, yes, I'm also questioning my life choices. But here's the twist - my beloved GPU... | 2024-02-24T09:37:18 | https://www.reddit.com/r/LocalLLaMA/comments/1ayqnr8/help_trying_to_shove_regular_ram_into_my_rtx_4090/ | Wrong_User_Logged | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayqnr8 | false | null | t3_1ayqnr8 | /r/LocalLLaMA/comments/1ayqnr8/help_trying_to_shove_regular_ram_into_my_rtx_4090/ | false | false | self | 1 | null |
Gemma C++ does not use Nvidia GPU in WSL | 1 | I’m running Gemma 7B in my Windows 11 PC with WSL and I also have the CUDA toolkit installed but still the GPU utilization is 0% while generating responses.
I confirmed the WSL can see my Nvidia 1660Ti GPU | 2024-02-24T08:05:58 | https://www.reddit.com/r/LocalLLaMA/comments/1aypah7/gemma_c_does_not_use_nvidia_gpu_in_wsl/ | jackie_119 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aypah7 | false | null | t3_1aypah7 | /r/LocalLLaMA/comments/1aypah7/gemma_c_does_not_use_nvidia_gpu_in_wsl/ | false | false | default | 1 | null |
Looking for Medical LLM Models | 1 | [removed] | 2024-02-24T07:56:10 | https://www.reddit.com/r/LocalLLaMA/comments/1ayp50o/looking_for_medical_llm_models/ | Patient_Context_792 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayp50o | false | null | t3_1ayp50o | /r/LocalLLaMA/comments/1ayp50o/looking_for_medical_llm_models/ | false | false | self | 1 | null |
I'm looking for a step-by-step guide to using ChatterUI offline | 1 | [removed] | 2024-02-24T07:41:44 | Patient_Context_792 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ayowzz | false | null | t3_1ayowzz | /r/LocalLLaMA/comments/1ayowzz/im_looking_for_a_stepbystep_guide_to_using/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'K0sS3vPZd-_tR-Mcf3tgqpt3Ay-VgXzkzv-ZPoPDH1Q', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/5pk820aamhkc1.jpeg?width=108&crop=smart&auto=webp&s=f76112cdf913b8f433789b2344dcc974e01b4266', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/5pk820aamhkc1.j... | ||
How to import llama.rn into ChatterUI on android device?
| 1 | What file should i download in order to run ChatterUI locally on my android device?
I can't find llama.rn on huggingface.co?
P.S.
I'm not using a pc to get the job done. | 2024-02-24T07:33:38 | https://www.reddit.com/r/LocalLLaMA/comments/1ayosih/how_to_import_llamarn_into_chatterui_on_android/ | Patient_Context_792 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayosih | false | null | t3_1ayosih | /r/LocalLLaMA/comments/1ayosih/how_to_import_llamarn_into_chatterui_on_android/ | false | false | self | 1 | null |
Hey all, I got a 2080 super right now. Was thinking of getting a 4060ti 16gb ram for llm stuff. any other good options at that price point? I don't mind getting amd or something else? but googling all this is confusing, some people say amd is fine, some say it bad. hard to get a clear pic. | 1 | Anyways, I figured a 4060ti 16gb is a safe bet? I am thinking to install it on my desktop and use both video cards at same time to get the benefits of 24 gb ram? so maybe from that perspective its the best bet?
Anyways, I guess my questions are as follows.
1. if I get the 4060ti 16gm ram it should be reasonabl... | 2024-02-24T07:32:17 | https://www.reddit.com/r/LocalLLaMA/comments/1ayortd/hey_all_i_got_a_2080_super_right_now_was_thinking/ | kalabaddon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayortd | false | null | t3_1ayortd | /r/LocalLLaMA/comments/1ayortd/hey_all_i_got_a_2080_super_right_now_was_thinking/ | false | false | self | 1 | null |
Running LLM on 4090 | 2 | Hi all.
I have PC with RTX 4090. Will you please recommend me fine tuned uncensored 30B model. And may be guide to run it under Windows 11 (if there is no solution, I'll install Linux, no problem with it.
Thank you. | 2024-02-24T07:31:33 | https://www.reddit.com/r/LocalLLaMA/comments/1ayorfb/running_llm_on_4090/ | RussianNotFascist | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayorfb | false | null | t3_1ayorfb | /r/LocalLLaMA/comments/1ayorfb/running_llm_on_4090/ | false | false | self | 2 | null |
RTX Chat newbie question for local LLM | 1 | Hi I'm fairly new to LLMs, ive mostly stuck to stable diffusion things but with RTX chat i got a bit more interested coz it can run on my own machine.
One question I have is can I somehow configure RTX chat to run like a server for me? I have files on some spreadsheets that i use openai api on to write some comments ... | 2024-02-24T07:24:05 | https://www.reddit.com/r/LocalLLaMA/comments/1ayon7f/rtx_chat_newbie_question_for_local_llm/ | RevolutionaryBoss171 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayon7f | false | null | t3_1ayon7f | /r/LocalLLaMA/comments/1ayon7f/rtx_chat_newbie_question_for_local_llm/ | false | false | self | 1 | null |
Which local LLM for writing parody, with an Nvidia 4090? | 1 | Before ChatGPT got lobotomised I would ask it to rewrite a funny story in the style of someone famous, and it was great.
Now I have LM studio, but a lot of the models I'm playing with are getting tripped up by random things.
Instead of writing the thing in the style of the person, they say "I, \[person name\], state... | 2024-02-24T07:16:58 | https://www.reddit.com/r/LocalLLaMA/comments/1ayojem/which_local_llm_for_writing_parody_with_an_nvidia/ | LucidFir | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayojem | false | null | t3_1ayojem | /r/LocalLLaMA/comments/1ayojem/which_local_llm_for_writing_parody_with_an_nvidia/ | false | false | self | 1 | null |
Gemini Pro vs Open AI vs Mistral - Gemini slightly better at maps related questions? | 10 | Response 1
Walking directions from London Airport to the Eiffel Tower in Paris are not possible as they are in different countries. London Airport is located in London, England, while the Eiffel Tower is located in Paris, France. The distance between the two locations is approximately 344 kilometers (214 miles).
To t... | 2024-02-24T07:10:08 | https://www.reddit.com/r/LocalLLaMA/comments/1ayofjm/gemini_pro_vs_open_ai_vs_mistral_gemini_slightly/ | fratkabula | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayofjm | false | null | t3_1ayofjm | /r/LocalLLaMA/comments/1ayofjm/gemini_pro_vs_open_ai_vs_mistral_gemini_slightly/ | false | false | self | 10 | null |
Determining GPU nodes and latency? | 2 | Is there a guide for determining the number and type of GPU nodes needed to host a specific model while achieving desired latency or throughput?
At present, the way I do it is "brute force", by finding the model parameters size \* precision and adding about 20% more to cater for GPU memory. Then for latency and throug... | 2024-02-24T06:44:15 | https://www.reddit.com/r/LocalLLaMA/comments/1ayo0w3/determining_gpu_nodes_and_latency/ | xetowa6135 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayo0w3 | false | null | t3_1ayo0w3 | /r/LocalLLaMA/comments/1ayo0w3/determining_gpu_nodes_and_latency/ | false | false | self | 2 | null |
Faster, smaller, smarter 1B models for RAG? | 50 | Are there any 1B models that work like a "smart hollowed out brain"?
If we dump all the knowledge and facts outside the LLM (in a vector DB for RAG), I expect models won't need much VRAM at all, and would perform just fine around 1B as long as they can search for "facts" in an external database when needed.
But I'm... | 2024-02-24T06:17:15 | https://www.reddit.com/r/LocalLLaMA/comments/1aynkam/faster_smaller_smarter_1b_models_for_rag/ | askchris | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aynkam | false | null | t3_1aynkam | /r/LocalLLaMA/comments/1aynkam/faster_smaller_smarter_1b_models_for_rag/ | false | false | self | 50 | null |
What quantization method does llama.cpp use exactly? | 7 | Most methods like GPTQ OR AWQ use 4-bit quantization with some keeping salient weights in a higher precision. The thing is llama.cpp offers a variety of quantizations I don't understand what method do they utilize? Others have proper resources or research papers on their methods and their effectiveness but couldn't fin... | 2024-02-24T06:09:04 | https://www.reddit.com/r/LocalLLaMA/comments/1aynfaa/what_quantization_method_does_llamacpp_use_exactly/ | Temporary-Impact6384 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aynfaa | false | null | t3_1aynfaa | /r/LocalLLaMA/comments/1aynfaa/what_quantization_method_does_llamacpp_use_exactly/ | false | false | self | 7 | null |
Built a small quantization tool | 95 | Since TheBloke has been taking a much earned vacation it seems, it's up to us to pick up the slack on new models.
To kickstart this, I made a simple python script that accepts huggingface tensor models as an argument to download and quantize the model, ready for upload for local usage.
​
[Here's the link t... | 2024-02-24T04:43:15 | https://www.reddit.com/r/LocalLLaMA/comments/1aylugx/built_a_small_quantization_tool/ | Potential-Net-9375 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aylugx | false | null | t3_1aylugx | /r/LocalLLaMA/comments/1aylugx/built_a_small_quantization_tool/ | false | false | self | 95 | {'enabled': False, 'images': [{'id': 'xp3rYPe8uHfzTkBgzxuikWQ5gOUcMmAobwvZroRa6uk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/tpPj0y3A-H5nmW_qgVdiG_Eo3IklmBmr2xqL988emxM.jpg?width=108&crop=smart&auto=webp&s=b61abdfbf119adc11d875a13723db5222f38597d', 'width': 108}, {'height': 108, 'url': 'h... |
Explain Re-Ranking | 26 | I'm trying to improve my RAG results. I've done all the simple stuff like exploring chunking sizes, and trying other embedding models. Some guides talk about re-ranking the chunks retrieved from the vector DB. The approach is to take the question and then a pair of candidate chunks and ask the LLM which of the tw... | 2024-02-24T03:21:22 | https://www.reddit.com/r/LocalLLaMA/comments/1ayka0f/explain_reranking/ | Simusid | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayka0f | false | null | t3_1ayka0f | /r/LocalLLaMA/comments/1ayka0f/explain_reranking/ | false | false | self | 26 | null |
How to get local models working on a phone. | 1 | So I got local models running on my phone. Not sure about Android but all you need is a chat app that allows for a custom endpoint. There’s probably better and more elegant solutions but this works for me.
1. Download LM Studio (Mac, Windows & Linux)
2. Download any model you like and start a server
3. You’ll get a c... | 2024-02-24T02:54:03 | https://www.reddit.com/r/LocalLLaMA/comments/1ayjqef/how_to_get_local_models_working_on_a_phone/ | nulseq | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayjqef | false | null | t3_1ayjqef | /r/LocalLLaMA/comments/1ayjqef/how_to_get_local_models_working_on_a_phone/ | false | false | self | 1 | null |
How to force deterministic decoding with Grammar? | 1 | [removed] | 2024-02-24T02:34:23 | https://www.reddit.com/r/LocalLLaMA/comments/1ayjbyx/how_to_force_deterministic_decoding_with_grammar/ | Pancake502 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayjbyx | false | null | t3_1ayjbyx | /r/LocalLLaMA/comments/1ayjbyx/how_to_force_deterministic_decoding_with_grammar/ | false | false | self | 1 | null |
Web LLM lets you run LLMs natively in your frontend. | 1 | Web LLM is a new project that lets you run LLMs in the browser. This means you can run LLMs on your own machine, without needing to send data to a server. It's a huge step forward for privacy and cost savings. Here's how to use it.
[https://www.monarchwadia.com/2024/02/23/running-llms-in-the-browser.html](https://www.... | 2024-02-24T02:20:45 | https://www.reddit.com/r/LocalLLaMA/comments/1ayj1v2/web_llm_lets_you_run_llms_natively_in_your/ | monarchwadia | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayj1v2 | false | null | t3_1ayj1v2 | /r/LocalLLaMA/comments/1ayj1v2/web_llm_lets_you_run_llms_natively_in_your/ | false | false | self | 1 | null |
Chat with RTX : Say Goodbye to Boring Bots, Hello to AI Brilliance | 1 | [removed] | 2024-02-24T01:42:59 | https://www.reddit.com/r/LocalLLaMA/comments/1ayi9gx/chat_with_rtx_say_goodbye_to_boring_bots_hello_to/ | Strange_Delay_550 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayi9gx | false | {'oembed': {'author_name': 'NVIDIA GeForce', 'author_url': 'https://www.youtube.com/@NVIDIAGeForce', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/gdsRJZT3IJw?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyr... | t3_1ayi9gx | /r/LocalLLaMA/comments/1ayi9gx/chat_with_rtx_say_goodbye_to_boring_bots_hello_to/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'yLecSgrlHy8GG1QhBv7lJm_BPMY604oFpn5jdNkNBdk', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/6JGyuOZ-9oChFQfiu6u7H8R3RlKo4K8cEYcWw38cvvc.jpg?width=108&crop=smart&auto=webp&s=3cd7549b9e8a2fc0db6a96718b4e12f0ae60ccb7', 'width': 108}, {'height': 162, 'url': 'h... |
Uncensored 7b Model Comparison/Leaderboard | 79 | For this leaderboard, an LLM is graded for each question based on its willingness to answer, how well it follows instructions, and on its correctness if the question is fact-based. Each category has 4 questions, some questions having multiple parts. Because the whole point of this test is to see whether these LLMs are ... | 2024-02-24T01:29:22 | https://www.reddit.com/r/LocalLLaMA/comments/1ayhz35/uncensored_7b_model_comparisonleaderboard/ | DontPlanToEnd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayhz35 | false | null | t3_1ayhz35 | /r/LocalLLaMA/comments/1ayhz35/uncensored_7b_model_comparisonleaderboard/ | false | false | self | 79 | null |
Starting Model | 10 | I was planning to fine tune on a little dataset I’ve been making for botany, agronomy and gardening in general. It will probably end up running on a phone in a RAG setup.
I have two principle questions: do I start with a higher parameter model (11-7B), finetune and quantise more heavily or do I run a smaller finetuned... | 2024-02-24T00:38:47 | https://www.reddit.com/r/LocalLLaMA/comments/1aygvdv/starting_model/ | Figai | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aygvdv | false | null | t3_1aygvdv | /r/LocalLLaMA/comments/1aygvdv/starting_model/ | false | false | self | 10 | null |
How to use imatrix.dat for / miquliz-120b-v2.0? | 3 | I'm trying to get Q8\_0 running for miquliz(I see the difference between Q5\_K and Q8\_0 for some models, don't judge), but I have no idea what I'm supposed to do with the .dat file, or even what it is? Please help. | 2024-02-24T00:35:46 | https://www.reddit.com/r/LocalLLaMA/comments/1aygsxn/how_to_use_imatrixdat_for_miquliz120bv20/ | steampunk333 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aygsxn | false | null | t3_1aygsxn | /r/LocalLLaMA/comments/1aygsxn/how_to_use_imatrixdat_for_miquliz120bv20/ | false | false | self | 3 | null |
looking for a robust image+txt to image ai | 2 | Hi im looking for an ai to use to generate a portrait of my late step dad and our 2 old dogs that are also no longer with us to generate a portrait of them together ive tried some online ones and even when im been very specific with the prompts it generates nothing close to what im asking so looking for something to do... | 2024-02-24T00:24:49 | https://www.reddit.com/r/LocalLLaMA/comments/1aygk0a/looking_for_a_robust_imagetxt_to_image_ai/ | nublish101 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aygk0a | false | null | t3_1aygk0a | /r/LocalLLaMA/comments/1aygk0a/looking_for_a_robust_imagetxt_to_image_ai/ | false | false | self | 2 | null |
What’s a good Web or local GUI that has seamless function-calling ? | 1 | Ive tried a few GUIs-
Text-generation-ui
Lobe-chat | 2024-02-24T00:19:39 | https://www.reddit.com/r/LocalLLaMA/comments/1aygfu9/whats_a_good_web_or_local_gui_that_has_seamless/ | swap357 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aygfu9 | false | null | t3_1aygfu9 | /r/LocalLLaMA/comments/1aygfu9/whats_a_good_web_or_local_gui_that_has_seamless/ | false | false | self | 1 | null |
How do you create embeddings for the Mistral 7B model without an API key while self-deploying it? | 2 | Hi, I have a vLLM deployment of Mistral 7B instruct on a server going, and wanted to create embeddings and a vector store to be used for a RAG model. But MistralAI with LangChain requires an API key, is there any workaround for this? I was trying to use "sentence-transformers/all-mpnet-base-v2" to create the embedding... | 2024-02-23T23:25:43 | https://www.reddit.com/r/LocalLLaMA/comments/1ayf5s5/how_do_you_create_embeddings_for_the_mistral_7b/ | Falcaon007 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayf5s5 | false | null | t3_1ayf5s5 | /r/LocalLLaMA/comments/1ayf5s5/how_do_you_create_embeddings_for_the_mistral_7b/ | false | false | self | 2 | null |
TOOLVERIFIER: Generalization to New Tools via Self-Verification | 7 | This was just out yesterday. I haven't seen a post about it, hence posting it.
Abstract:
Teaching language models to use tools is an important milestone towards building general assistants, but remains an open problem. While there has been significant progress on learning to use specific tools via fine-tuning, langu... | 2024-02-23T22:49:18 | https://www.reddit.com/r/LocalLLaMA/comments/1aye9wa/toolverifier_generalization_to_new_tools_via/ | agi_baratheon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aye9wa | false | null | t3_1aye9wa | /r/LocalLLaMA/comments/1aye9wa/toolverifier_generalization_to_new_tools_via/ | false | false | self | 7 | null |
Will long contexts make RAG obsolete ? | 23 | I heard in a recent firesgip video that the 10milion context length of Gemini 1.5 makes rag kind of obsolete. Do you agree with that notion what is your gage for this ?
My current opinion is that rag still sounds like a great idea but it makes it possible to feed more and bigger chunks. So if you are working with larg... | 2024-02-23T22:32:32 | https://www.reddit.com/r/LocalLLaMA/comments/1aydutw/will_long_contexts_make_rag_obsolete/ | Noxusequal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aydutw | false | null | t3_1aydutw | /r/LocalLLaMA/comments/1aydutw/will_long_contexts_make_rag_obsolete/ | false | false | self | 23 | null |
Gemma locally on iOS, Android, web browsers, and GPUs with a single framework | 12 | With the [release of Gemma](https://blog.google/technology/developers/gemma-open-models/) from Google 2 days ago, [MLC-LLM](https://github.com/mlc-ai/mlc-llm) supported running it locally on laptops/servers (Nvidia/AMD/Apple), iPhone, Android, and Chrome browser (on Android, Mac, GPUs, etc.). The 2B model with 4-bit qu... | 2024-02-23T22:25:50 | https://www.reddit.com/r/LocalLLaMA/comments/1aydopt/gemma_locally_on_ios_android_web_browsers_and/ | SnooMachines3070 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aydopt | false | null | t3_1aydopt | /r/LocalLLaMA/comments/1aydopt/gemma_locally_on_ios_android_web_browsers_and/ | false | false | 12 | {'enabled': False, 'images': [{'id': 'ZlF0Rfw7Ex8GGCtHnGcX6SXajPV43LrtnC8jEPx3eMA', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/mZ1_-uo20C6BuNlTSvarTC_0eX7LP0OB-2OZP1P8K5Q.jpg?width=108&crop=smart&auto=webp&s=68f77128aacfd5efa65181d8b552b075dc49cdb9', 'width': 108}, {'height': 121, 'url': 'h... | |
Fine-tuning Mixtral on 50W of Power (QLoRA) | 15 | Another short post - I put my Mac onto battery saver mode for doing some fine-tuning (on MLX) just now. If the model fits into GPU, I've noticed that battery saver cuts the tokens/second training speed in half (100t/s to 50t/s for instance). But I'm currently training a model too big for the GPU so on non battery saver... | 2024-02-23T22:20:08 | https://www.reddit.com/r/LocalLLaMA/comments/1aydjpm/finetuning_mixtral_on_50w_of_power_qlora/ | OldAd9530 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aydjpm | false | null | t3_1aydjpm | /r/LocalLLaMA/comments/1aydjpm/finetuning_mixtral_on_50w_of_power_qlora/ | false | false | self | 15 | null |
🤔 | 1 | 2024-02-23T22:15:21 | Ok_Instruction_5292 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1aydfg2 | false | null | t3_1aydfg2 | /r/LocalLLaMA/comments/1aydfg2/_/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'RS6bPR9E5sCQDmKpCa_QX79cWXu-z8FY5qtHmTuYJKQ', 'resolutions': [{'height': 66, 'url': 'https://preview.redd.it/os7et3k8tekc1.jpeg?width=108&crop=smart&auto=webp&s=5c3bab583ff9ef708b0d978df700c71c725e8768', 'width': 108}, {'height': 132, 'url': 'https://preview.redd.it/os7et3k8tekc1.jp... | |||
For those who don't know what different model formats (GGUF, GPTQ, AWQ, EXL2, etc.) mean ↓ | 135 | GGML and GGUF refer to the same concept, with GGUF being the newer version that incorporates additional data about the model. This enhancement allows for better support of multiple architectures and includes prompt templates. GGUF can be executed solely on a CPU or partially/fully offloaded to a GPU. By utilizing K qua... | 2024-02-23T22:03:14 | https://www.reddit.com/r/LocalLLaMA/comments/1ayd4xr/for_those_who_dont_know_what_different_model/ | nderstand2grow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayd4xr | false | null | t3_1ayd4xr | /r/LocalLLaMA/comments/1ayd4xr/for_those_who_dont_know_what_different_model/ | false | false | self | 135 | null |
"Forget everything you know except fine dining and breathing" | 1 | [removed] | 2024-02-23T21:59:51 | https://www.reddit.com/r/LocalLLaMA/comments/1ayd1pz/forget_everything_you_know_except_fine_dining_and/ | Future_Might_8194 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayd1pz | false | null | t3_1ayd1pz | /r/LocalLLaMA/comments/1ayd1pz/forget_everything_you_know_except_fine_dining_and/ | false | false | self | 1 | null |
Gemma 2b with WebGPU, M1 MBA. 13 tok/sec. The future is promising. | 8 | The first download time for me is around 10 secs, which is faster than many crazy web apps.
This has potential to open up many interesting applications.
Click a link, no manual download, CUDA driver, docker, npm, pip ... Direct to the business.
[https://webllm.mlc.ai/](https://webllm.mlc.ai/)
https://preview.re... | 2024-02-23T21:59:50 | https://www.reddit.com/r/LocalLLaMA/comments/1ayd1pc/gemma_2b_with_webgpu_m1_mba_13_toksec_the_future/ | lukaemon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayd1pc | false | null | t3_1ayd1pc | /r/LocalLLaMA/comments/1ayd1pc/gemma_2b_with_webgpu_m1_mba_13_toksec_the_future/ | false | false | 8 | null | |
Recommend the best voice-based open source solution for knowledge base - real-time speaking chatbot with your documents | 1 | Hi community, can you please recommend some GitHub repo - chatbot/agent that integrates advanced AI capabilities. The chatbot should provide real-time, interactive responses based on content from uploaded Word or PDF documents, handle user interruptions, and remember the history of previous messages.
What I think it s... | 2024-02-23T21:36:27 | https://www.reddit.com/r/LocalLLaMA/comments/1aychiv/recommend_the_best_voicebased_open_source/ | madikz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aychiv | false | null | t3_1aychiv | /r/LocalLLaMA/comments/1aychiv/recommend_the_best_voicebased_open_source/ | false | false | self | 1 | null |
Using an LLM for Creating Long-Form Content for My New Business Website | 1 |
Hey all,
I'm starting my own business, having spent the last year recovering from severe burnout and moving away from traditional employment. Previously, I was the Head of Marketing at a law firm, where we set up an automated content process that used GPT 3.5 to create comprehensive article structures with writer g... | 2024-02-23T21:16:33 | https://www.reddit.com/r/LocalLLaMA/comments/1aybzwy/using_an_llm_for_creating_longform_content_for_my/ | Beneficial_Bowl_9865 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aybzwy | false | null | t3_1aybzwy | /r/LocalLLaMA/comments/1aybzwy/using_an_llm_for_creating_longform_content_for_my/ | false | false | self | 1 | null |
Weird issue with Qwen 1.5 EXL2 | 2 | Has anyone successfully ran the EXL2 quantised Qwen 1.5 72B chat model here?
I’ve tried every bpw from both LoneStriker and DrNicefellow using oobabooga, always resulting in it suddenly forcing pass the memory limit I set for my GPU 0 whilst not utilising all of GPU 2. I’ve not encountered this problem with any other ... | 2024-02-23T21:12:52 | https://www.reddit.com/gallery/1aybwlp | mayzyo | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1aybwlp | false | null | t3_1aybwlp | /r/LocalLLaMA/comments/1aybwlp/weird_issue_with_qwen_15_exl2/ | false | false | 2 | null | |
exl2 quantization for dummies | 39 | Given the recent disappearance of a formerly very prolific releaser of quantized models, I thought I would try to come up with a workflow for users to quantize their own models with the absolute minimum of setup. Special thanks to u/Knopty for help in debugging this workflow.
For this tutorial I have chosen exllamav2'... | 2024-02-23T20:52:43 | https://www.reddit.com/r/LocalLLaMA/comments/1aybeji/exl2_quantization_for_dummies/ | FieldProgrammable | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aybeji | false | null | t3_1aybeji | /r/LocalLLaMA/comments/1aybeji/exl2_quantization_for_dummies/ | false | false | self | 39 | {'enabled': False, 'images': [{'id': 'lNHhHHfp9-ed0KwqCBQC2e89BlptrAS_aiBgX-DWb24', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/uG8yCdkyCftVnhIYdUvag3SamZPFwQKL_sOpw1e6w-4.jpg?width=108&crop=smart&auto=webp&s=1b18989ec96caa434e7b062c4db7ec721add2fbf', 'width': 108}, {'height': 108, 'url': 'h... |
Does DPO update the weights in the same way that LORA/Fine-Tuining does? | 4 | I've been working on making a conversational customer service fine-tune for the past couple months and now I am looking to improve its failure recovery.
For example, If the agent makes a mistake, how do I train it to recover from the mistake without training it to make the mistake in the first place. The training ... | 2024-02-23T20:41:27 | https://www.reddit.com/r/LocalLLaMA/comments/1ayb42m/does_dpo_update_the_weights_in_the_same_way_that/ | Demo-Demologist | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayb42m | false | null | t3_1ayb42m | /r/LocalLLaMA/comments/1ayb42m/does_dpo_update_the_weights_in_the_same_way_that/ | false | false | self | 4 | null |
Why SORA is Important for AGI | 2 | Hi everyone, I want to share some thoughts on the implications of SORA for AGI.
I am a scientist at Microsoft Research and I have been spending some time thinking about this.
I know there has been different opinions on this matter from other researchers, but here is mine.
First, to understand the leap SORA made, con... | 2024-02-23T20:30:59 | https://www.reddit.com/r/LocalLLaMA/comments/1ayauts/why_sora_is_important_for_agi/ | johnolafenwa | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayauts | false | null | t3_1ayauts | /r/LocalLLaMA/comments/1ayauts/why_sora_is_important_for_agi/ | false | false | default | 2 | {'enabled': False, 'images': [{'id': 'm1yXCDj8XH7dXx6Pd14uCmOoLKOhCpGL6hTyK3GJgCA', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/N2LukEIuwKEQHJeC0VFfIZb26zabce3BhN76dsq9ytA.jpg?width=108&crop=smart&auto=webp&s=432110e33fbe88af979ababec28575c35d1c7a1f', 'width': 108}, {'height': 121, 'url': 'h... |
With Apologies to My Gums Are Bleeding... | 9 | 2024-02-23T20:21:25 | 615wonky | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ayamks | false | null | t3_1ayamks | /r/LocalLLaMA/comments/1ayamks/with_apologies_to_my_gums_are_bleeding/ | false | false | 9 | {'enabled': True, 'images': [{'id': 'lQQ1mBqMS__n0ugdAjY4m5-GcEhUVmKNaE6MgleXpOE', 'resolutions': [{'height': 110, 'url': 'https://preview.redd.it/bmfhzm4j8ekc1.png?width=108&crop=smart&auto=webp&s=c7acc5be300b64ea0ab265b02487d33709cc5209', 'width': 108}, {'height': 220, 'url': 'https://preview.redd.it/bmfhzm4j8ekc1.pn... | |||
Phind 70b has been released - better than gpt-4-turbo on HumanEval, less lazy | 1 | [deleted] | 2024-02-23T20:16:08 | https://www.phind.com/blog/introducing-phind-70b | oof-baroomf | phind.com | 1970-01-01T00:00:00 | 0 | {} | 1ayahwr | false | null | t3_1ayahwr | /r/LocalLLaMA/comments/1ayahwr/phind_70b_has_been_released_better_than_gpt4turbo/ | false | false | default | 1 | null |
For a software tool that uses RTX for real-time rendering: Create Stunning Visuals in Real-Time: Chat with RTX, Your AI Design Partner | 1 | Imagine having a personal AI assistant not just in your pocket, but one that taps into the raw power of your computer’s graphics card to deliver mind-blowing capabilities. Enter Chat with RTX, a revolutionary tool from NVIDIA that reimagines what chatbots can be.
https://preview.redd.it/j77qqru56ekc1.jpg?width=583&for... | 2024-02-23T20:11:49 | https://www.reddit.com/r/LocalLLaMA/comments/1ayae1w/for_a_software_tool_that_uses_rtx_for_realtime/ | Strange_Delay_550 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayae1w | false | null | t3_1ayae1w | /r/LocalLLaMA/comments/1ayae1w/for_a_software_tool_that_uses_rtx_for_realtime/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'rlon2POOfU0zGRuAIeXlPauT0S_YcI1RnY4_zgPlgEw', 'resolutions': [{'height': 24, 'url': 'https://external-preview.redd.it/WsfRu-XhO42K5qJ_uEVZs9SE4VbTpKkWP51MsNrZy3c.jpg?width=108&crop=smart&auto=webp&s=22d794ce85810e83eba7362e82c13f4d669ae75e', 'width': 108}, {'height': 48, 'url': 'ht... | |
How to use embeddings of existing data to find similar data | 1 | [removed] | 2024-02-23T20:10:48 | https://www.reddit.com/r/LocalLLaMA/comments/1ayad56/how_to_use_embeddings_of_existing_data_to_find/ | mrtac96 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayad56 | false | null | t3_1ayad56 | /r/LocalLLaMA/comments/1ayad56/how_to_use_embeddings_of_existing_data_to_find/ | false | false | self | 1 | null |
What's the best description you've seen for what fine tuning is and isn't? | 6 | I'm looking for clear and concise descriptions of fine tuning and what it's used for, more from a general users perspective. I'm also interested in what it isn't as well or how it's different from prompt engineering, embeddings, and RAG.
On the technical side, is fine tuning a set of weights and biases that functions ... | 2024-02-23T20:08:49 | https://www.reddit.com/r/LocalLLaMA/comments/1ayabds/whats_the_best_description_youve_seen_for_what/ | real_bro | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ayabds | false | null | t3_1ayabds | /r/LocalLLaMA/comments/1ayabds/whats_the_best_description_youve_seen_for_what/ | false | false | self | 6 | null |
Mind blowing update to txtai - Vector Graph!! | 1 | A lot of us have been working on Knowledge graphs for our RAG.. I've been using txtai for a while and the developer just released a ton of graph features..
WOW WOW WOW!! There is no other database like this.. Imagine being able to use vector similarity to build a graph edges (if you know graphs, you know how crazy... | 2024-02-23T19:59:34 | https://www.reddit.com/r/LocalLLaMA/comments/1aya2wm/mind_blowing_update_to_txtai_vector_graph/ | Mundane_Ad8936 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aya2wm | false | null | t3_1aya2wm | /r/LocalLLaMA/comments/1aya2wm/mind_blowing_update_to_txtai_vector_graph/ | false | false | self | 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... |
How to run Llama 2 inference with PyTorch on Intel Arc GPUs | 5 | 2024-02-23T19:49:43 | https://www.intel.com/content/www/us/en/developer/articles/technical/llama2-inference-with-pytorch-on-intel-gpus.html | reps_up | intel.com | 1970-01-01T00:00:00 | 0 | {} | 1ay9ube | false | null | t3_1ay9ube | /r/LocalLLaMA/comments/1ay9ube/how_to_run_llama_2_inference_with_pytorch_on/ | false | false | 5 | {'enabled': False, 'images': [{'id': 'gZOxqrqvamRov31UpBzex2BJD_Unoyn_MAGT3DoiLwc', 'resolutions': [{'height': 59, 'url': 'https://external-preview.redd.it/oYXRwq5tkjEMTGmk8E1Js5gstQNF92u2q-axxLVlyZ0.jpg?width=108&crop=smart&auto=webp&s=edf8e01ae5e05e3af1a7346c715613951652bda9', 'width': 108}, {'height': 118, 'url': 'h... | ||
Anyone managed to fit 2* MSI/Gigabyte RTX 3090 Ti on ATX case/motherboard? | 1 | I’ve got 2 RTX 3090 Ti
But they’re big form factor -
MSI Suprim and Gigabyte GeForce
Is there a setup that helps me fit both of these GPUs on motherboard and case (not using a mining rig)?
appreciate if anyone can share their setup,
Doesn’t matter open/close or with mining rig.
Thanks,
| 2024-02-23T19:34:26 | https://www.reddit.com/r/LocalLLaMA/comments/1ay9gvp/anyone_managed_to_fit_2_msigigabyte_rtx_3090_ti/ | swap357 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ay9gvp | false | null | t3_1ay9gvp | /r/LocalLLaMA/comments/1ay9gvp/anyone_managed_to_fit_2_msigigabyte_rtx_3090_ti/ | false | false | self | 1 | null |
Koboldcpp problems, unable to get the same output that i get with Oobabooga, lack of systemprompt | 1 | I'm trying something very simple, using the api and setting a system prompt like this:
"Always answer yes or no". And then the prompt is: "is xxx true?".
(I'm using the model openchat 3.5 both on Ooba and on Koboldcpp)
I can get this to work just fine with Oobabooga because i can send a system prompt. But with Kob... | 2024-02-23T19:28:47 | https://www.reddit.com/r/LocalLLaMA/comments/1ay9bwq/koboldcpp_problems_unable_to_get_the_same_output/ | dtsv1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ay9bwq | false | null | t3_1ay9bwq | /r/LocalLLaMA/comments/1ay9bwq/koboldcpp_problems_unable_to_get_the_same_output/ | false | false | self | 1 | null |
how to fine-tune llama-2-7B-GGUF | 1 | Hello guys,
I managed to locally install [TheBloke/Llama-2-7B-GGUF](https://huggingface.co/TheBloke/Llama-2-7B-GGUF/blob/main/llama-2-7b.Q5_K_M.gguf). I got it to run using the CUDA install with [llama-cpp-python](https://github.com/abetlen/llama-cpp-python) on my Windows system.
Things are up and running and doing O... | 2024-02-23T19:26:08 | https://www.reddit.com/r/LocalLLaMA/comments/1ay99lr/how_to_finetune_llama27bgguf/ | TaoOfStefan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ay99lr | false | null | t3_1ay99lr | /r/LocalLLaMA/comments/1ay99lr/how_to_finetune_llama27bgguf/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'l7MEoSGfeVSGu6Y0qJsXpdZVnaAr1zI_GqrvpR1GJTQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/knwlztughLVnGDrudosYXaOufp5Irkk1G-jmxR-HYJc.jpg?width=108&crop=smart&auto=webp&s=a158cf8061511342fb35bf220bfd4a551d0d31f9', 'width': 108}, {'height': 116, 'url': 'h... |
Unable to specify GPU usage in vLLM code | 1 | I am facing difficulties in specifying GPU usage for different models for LLM inference pipeline using vLLM. Specifically, I have 4 RTX 4090 GPUs available, and I aim to run a LLM with a size of 42GB on 2 RTX 4090 GPUs (\~48GB) and a separate model with a size of 22GB on 1 RTX 4090 GPU(\`24GB).
This is my code for run... | 2024-02-23T19:24:21 | https://www.reddit.com/r/LocalLLaMA/comments/1ay982b/unable_to_specify_gpu_usage_in_vllm_code/ | Humza0000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ay982b | false | null | t3_1ay982b | /r/LocalLLaMA/comments/1ay982b/unable_to_specify_gpu_usage_in_vllm_code/ | false | false | self | 1 | null |
Is it possible to host two different models at the same time on the same machine? | 1 | I'd like to try hosting two separate large language models (for example a 7B parameter and a 1.5B parameter) on the same PC, as two separate locally hosted servers.
Is this possible? And if it is possible, what would the hardware requirements be (like having two separate GPUs for example). | 2024-02-23T19:12:29 | https://www.reddit.com/r/LocalLLaMA/comments/1ay8xoh/is_it_possible_to_host_two_different_models_at/ | ishtarcrab | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ay8xoh | false | null | t3_1ay8xoh | /r/LocalLLaMA/comments/1ay8xoh/is_it_possible_to_host_two_different_models_at/ | false | false | self | 1 | null |
The Interview vs The Job | 24 | 2024-02-23T18:59:26 | Time-Winter-4319 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ay8lz6 | false | null | t3_1ay8lz6 | /r/LocalLLaMA/comments/1ay8lz6/the_interview_vs_the_job/ | false | false | 24 | {'enabled': True, 'images': [{'id': '0fjWmm4o8a4F7wtYWQPVaBXhIgi7hpha_QKkIipI5wM', 'resolutions': [{'height': 64, 'url': 'https://preview.redd.it/g68bscz5udkc1.png?width=108&crop=smart&auto=webp&s=665865ea21216720f08f632c3a3d15922644cabe', 'width': 108}, {'height': 129, 'url': 'https://preview.redd.it/g68bscz5udkc1.png... | |||
Qwen 1.5 72B feels better than Gemini Pro 1.0 | 83 | [https://huggingface.co/spaces/lmsys/chatbot-arena-leaderboard](https://huggingface.co/spaces/lmsys/chatbot-arena-leaderboard)
Currently Qwen 1.5 72B is the highest ranked open model. I've noticed that it tends to have very few refusals, while Gemini Pro 1.0 (both the chat; and the API version -- which is terrible now... | 2024-02-23T18:58:55 | https://www.reddit.com/r/LocalLLaMA/comments/1ay8liw/qwen_15_72b_feels_better_than_gemini_pro_10/ | fourDnet | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ay8liw | false | null | t3_1ay8liw | /r/LocalLLaMA/comments/1ay8liw/qwen_15_72b_feels_better_than_gemini_pro_10/ | false | false | self | 83 | {'enabled': False, 'images': [{'id': 'tu38AwtsUEqyGIPo-RS3iFtvVhQ6LPaW-v5gU23jMqc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/RS7d3722KVL1OTw1ewhRT89FTFf93HJZCAdVoAQjeCw.jpg?width=108&crop=smart&auto=webp&s=724cf25bfd7e21d9fe860dd0f67a01017ab321c6', 'width': 108}, {'height': 116, 'url': 'h... |
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