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Best <2B model | 10 | I'm looking for a llm that can run efficiently on my GPU. I have a 1650 4GB GPU, and I need a model that fits within its capabilities, specifically for inference tasks.
My primary use case involves generating simple pseudo-SQL queries. The main task is to extract 'where' conditions and 'group by' parameters from give... | 2023-12-24T17:04:27 | https://www.reddit.com/r/LocalLLaMA/comments/18pz5bh/best_2b_model/ | lagsec | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pz5bh | false | null | t3_18pz5bh | /r/LocalLLaMA/comments/18pz5bh/best_2b_model/ | false | false | self | 10 | null |
I wish I had tried LMStudio first... | 362 | Gawd man.... Today, a friend asked me the best way to load a local llm on his kid's new laptop for his xmas gift. I recalled a Prompt Engineering youtube video I watched about LMStudios and how simple it was and thought to recommend it to him because it looked quick and easy and my buddy knows nothing.
Before telling... | 2023-12-24T16:49:15 | https://www.reddit.com/r/LocalLLaMA/comments/18pyul4/i_wish_i_had_tried_lmstudio_first/ | knob-0u812 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pyul4 | false | null | t3_18pyul4 | /r/LocalLLaMA/comments/18pyul4/i_wish_i_had_tried_lmstudio_first/ | false | false | self | 362 | null |
Seeking suggestions and team members for an open-source project | 4 | Hey, I'm seeking suggestions for an open-source project. My goal is to create an agricultural language model (LLM) by fine-tuning a base model using either llama or mixtral. I am from Bangladesh, an agriculture-based country, and believe that such a model can be highly beneficial. My current plan involves creating two ... | 2023-12-24T16:47:40 | https://www.reddit.com/r/LocalLLaMA/comments/18pyti3/seeking_suggestions_and_team_members_for_an/ | omni7894 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pyti3 | false | null | t3_18pyti3 | /r/LocalLLaMA/comments/18pyti3/seeking_suggestions_and_team_members_for_an/ | false | false | self | 4 | null |
Gemini Pro on HuggingFace / Bard! [News] | 1 | [removed] | 2023-12-24T16:29:47 | https://www.reddit.com/r/LocalLLaMA/comments/18pyh7e/gemini_pro_on_huggingface_bard_news/ | dev-spot | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pyh7e | false | null | t3_18pyh7e | /r/LocalLLaMA/comments/18pyh7e/gemini_pro_on_huggingface_bard_news/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '9aMbpp_FXHBX6KYTcWXiPc0yMwhKG4iDsQJXzTHtsE8', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/BpK253gjTeNT-_hxKTiutIQle92O6erk0zumjfmyjU0.jpg?width=108&crop=smart&auto=webp&s=cfe4ddd88555ee548eaabba04b333d12a04ee52d', 'width': 108}, {'height': 162, 'url': 'h... |
Preparedness - by OpenAI | 48 | OpenAI is worried about powerful models being malicious. Hopefully it’s that and not a setup to eventually stomp out open source models in the future due to security concerns. | 2023-12-24T16:29:19 | https://openai.com/safety/preparedness | FatGuyQ | openai.com | 1970-01-01T00:00:00 | 0 | {} | 18pygvx | false | null | t3_18pygvx | /r/LocalLLaMA/comments/18pygvx/preparedness_by_openai/ | false | false | 48 | {'enabled': False, 'images': [{'id': 'l6i5jXS28IPCzNwsK6fCF9lNIHcHlYkdTWRBkQa6Ytc', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/UYrmQ_ncxF8RDEFm_JyowLLA4h_xrTNHfLN8k4Dw5Rs.jpg?width=108&crop=smart&auto=webp&s=0461404b81b5175455a7ba14e69b84eb024c4bdc', 'width': 108}, {'height': 113, 'url': 'h... | |
Multi-Model Multi-GPU Architectures: LLM + ASR + TTS | 18 | Anyone seeing any reference architectures for multiple GPU usage, where each GPU is hosting a component of an overall voice-assistant solution?
I would imagine you could dedicate a GPU (or GPUs) to the core LLM, another for real-time speech recognition, and a third for text to speech.
The speech models are far more l... | 2023-12-24T16:26:29 | https://www.reddit.com/r/LocalLLaMA/comments/18pyex6/multimodel_multigpu_architectures_llm_asr_tts/ | grim-432 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pyex6 | false | null | t3_18pyex6 | /r/LocalLLaMA/comments/18pyex6/multimodel_multigpu_architectures_llm_asr_tts/ | false | false | self | 18 | null |
What can I run with a 4070 8gb vram with 32gb memory laptop? | 26 | I just got a HP Omen for Christmas with rtx 4070 8gb vram and it tops out at 32gb system memory. I'm wondering what local llms can something like this run? Can it run mixtral on Q4 k_m using the card and offload to the 32gb memory? what kind of performance would I be looking at? What's the limit 13b? 30b? (around Q4 ra... | 2023-12-24T16:22:09 | https://www.reddit.com/r/LocalLLaMA/comments/18pybx6/what_can_i_run_with_a_4070_8gb_vram_with_32gb/ | budlightmatters | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pybx6 | false | null | t3_18pybx6 | /r/LocalLLaMA/comments/18pybx6/what_can_i_run_with_a_4070_8gb_vram_with_32gb/ | false | false | self | 26 | null |
I have some noob questions about model size and performance | 2 | Hey all I'm pretty new at this, currently using text-generation-webui. The thing is, I don't really understand how to know if I can run a model. I have a 4080 and 32gb of ram, what exactly should I be looking at? Raw model size? I have 16gb of vram, does that mean that any model below 16gb will work fine? I tried for e... | 2023-12-24T15:43:50 | https://www.reddit.com/r/LocalLLaMA/comments/18pxm4r/i_have_some_noob_questions_about_model_size_and/ | Vxerrr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pxm4r | false | null | t3_18pxm4r | /r/LocalLLaMA/comments/18pxm4r/i_have_some_noob_questions_about_model_size_and/ | false | false | self | 2 | null |
I'm a bit confused by ram and vram requirements. Do I even need a lot of vram if I want to run a model locally? Or just ram? | 3 | Can I extend my ram with vram? | 2023-12-24T15:00:17 | https://www.reddit.com/r/LocalLLaMA/comments/18pwszf/im_a_bit_confused_by_ram_and_vram_requirements_do/ | panic_in_the_galaxy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pwszf | false | null | t3_18pwszf | /r/LocalLLaMA/comments/18pwszf/im_a_bit_confused_by_ram_and_vram_requirements_do/ | false | false | self | 3 | null |
Trying LLM Locally with Tesla P40 | 6 | Hi reader, I have been learning how to run a LLM(Mistral 7B) with small GPU but unfortunately failing to run one! i have tesla P-40 with me connected to VM, couldn't able to find perfect source to know how and getting stuck at middle, would appreciate your help, thanks in advance | 2023-12-24T13:21:40 | https://www.reddit.com/r/LocalLLaMA/comments/18pv4zk/trying_llm_locally_with_tesla_p40/ | Murky-Tumbleweed-486 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pv4zk | false | null | t3_18pv4zk | /r/LocalLLaMA/comments/18pv4zk/trying_llm_locally_with_tesla_p40/ | false | false | self | 6 | null |
Finetune LLaMa2 for any language | 141 | We decided to release convenience scripts to fine-tune LLaMa2 to any language (that isn't English) using (Q)LoRA. Total training cost per language is under $1. We've already released a few datasets and models to play around with, more to come.
[https://github.com/UnderstandLingBV/LLaMa2lang](https://github.com/Underst... | 2023-12-24T12:20:38 | https://www.reddit.com/r/LocalLLaMA/comments/18pu83i/finetune_llama2_for_any_language/ | UnderstandLingAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pu83i | false | null | t3_18pu83i | /r/LocalLLaMA/comments/18pu83i/finetune_llama2_for_any_language/ | false | false | self | 141 | {'enabled': False, 'images': [{'id': 'k4R4GVAzvQHlZaD-Zp_X8lwvyMm59hGATU5veXnWD54', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/qRKuDSfFU4FH3NfRHB9dU245iT4FFzPFiN0eUk08t0g.jpg?width=108&crop=smart&auto=webp&s=42d036010318e115af083c55a3287d382d339c56', 'width': 108}, {'height': 108, 'url': 'h... |
Write christmas greetings to the /t/LocalLLaMA community on reddit! | 1 | [removed] | 2023-12-24T12:01:46 | https://www.reddit.com/r/LocalLLaMA/comments/18pty43/write_christmas_greetings_to_the_tlocalllama/ | NickUnrelatedToPost | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pty43 | false | null | t3_18pty43 | /r/LocalLLaMA/comments/18pty43/write_christmas_greetings_to_the_tlocalllama/ | false | false | self | 1 | null |
How to convert LoRA tuned StableLM Zephyr 3B to GGUF? | 4 | I am playing around with finetuning using LoRA by using the [lit-gpt](https://github.com/Lightning-AI/lit-gpt). The base model I'm finetuning is [StableLM-Zephyr-3B](https://huggingface.co/stabilityai/stablelm-zephyr-3b). I was successfully able to create the LoRA checkpoint and merge it with base model and it works wh... | 2023-12-24T11:23:34 | https://www.reddit.com/r/LocalLLaMA/comments/18ptf9t/how_to_convert_lora_tuned_stablelm_zephyr_3b_to/ | zabirauf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ptf9t | false | null | t3_18ptf9t | /r/LocalLLaMA/comments/18ptf9t/how_to_convert_lora_tuned_stablelm_zephyr_3b_to/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'BKkMXNKv7eXj1gbSjsNQmOND0UB3QDT6HhEiopILzoA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/4SstYGIEysFO-b0SR4MfNwSu1jBcJIjBPw4pX2XlcHg.jpg?width=108&crop=smart&auto=webp&s=e35507f7cdf5417426115c24dadf59a24e614d38', 'width': 108}, {'height': 108, 'url': 'h... |
Help integrating LLM in our application | 3 | **Hi everyone,**
I'm working on integrating an LLM into an internal application built with ReactJS, NodeJS, and PostgreSQL to create a chatbot that can answer questions about the app's data. I've run into some challenges and would appreciate your guidance.
**Here's my setup:**
* **Frontend:** ReactJS
* **Backend:** ... | 2023-12-24T10:10:53 | https://www.reddit.com/r/LocalLLaMA/comments/18psg1c/help_integrating_llm_in_our_application/ | arhmnsh | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18psg1c | false | null | t3_18psg1c | /r/LocalLLaMA/comments/18psg1c/help_integrating_llm_in_our_application/ | false | false | self | 3 | null |
How do you create long past 4000 context length tokens in RP? | 5 | I have been using thebloke psymedrp 13b q6 and have been getting great NSFW result's but fell like I reach the 4000 token context limit a little fast and it turns to gibberish. My solution thus far has been exporting the log, as simple text and using a different model to summarize the rp, to that point and starting fro... | 2023-12-24T09:50:56 | https://www.reddit.com/r/LocalLLaMA/comments/18ps6kb/how_do_you_create_long_past_4000_context_length/ | poet3991 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ps6kb | false | null | t3_18ps6kb | /r/LocalLLaMA/comments/18ps6kb/how_do_you_create_long_past_4000_context_length/ | false | false | self | 5 | null |
Tokenisation of codebase to make it searchable | 1 | Hi everyone, I am working on a big data application that requires me to be able to convert my spark app into a json configuration file. The process to do that is to understand the entire application and try to do it manually. I wanted to use chatgpt for the same task but I am unable to provide it the entire context in ... | 2023-12-24T09:44:18 | https://www.reddit.com/r/LocalLLaMA/comments/18ps3if/tokenisation_of_codebase_to_make_it_searchable/ | TechSupport_5440 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ps3if | false | null | t3_18ps3if | /r/LocalLLaMA/comments/18ps3if/tokenisation_of_codebase_to_make_it_searchable/ | false | false | self | 1 | null |
Open source plugin for code development | 1 | Hello folks, I am currently exploring an open source plugin designed to assist knowledge workers, such as software engineers, in seamlessly integrating third-party platform APIs into their existing codebase. This innovative tool is capable of analysing both your codebase and third-party API. | 2023-12-24T09:39:37 | https://www.reddit.com/r/LocalLLaMA/comments/18ps1e5/open_source_plugin_for_code_development/ | shikcoder | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ps1e5 | false | null | t3_18ps1e5 | /r/LocalLLaMA/comments/18ps1e5/open_source_plugin_for_code_development/ | false | false | self | 1 | null |
Are there any alternatives to bing search? | 1 | Bing has really leveled up ever since it started incorporating ai into it's search radius. I use it for everything now, but I wonder if there is a local option.
One thing that really impressed me is how it breaks down the question into multiple parts.
Assuming foo is a specifc task that invovles steps 1, 2, 3... bu... | 2023-12-24T09:33:25 | https://www.reddit.com/r/LocalLLaMA/comments/18pryne/are_there_any_alternatives_to_bing_search/ | allTimeFunPoster | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pryne | false | null | t3_18pryne | /r/LocalLLaMA/comments/18pryne/are_there_any_alternatives_to_bing_search/ | false | false | self | 1 | null |
Need help with prompting | 1 | I am trying to use mistral to write a story for my dnd campaign. I write something like this
The party wanders into an abandoned village and run into a troll. The troll attacks the party. Describe the village in detail. The party survived the attack.
The prompt does everything I want it to but describe the village. ... | 2023-12-24T09:01:25 | https://www.reddit.com/r/LocalLLaMA/comments/18prjtn/need_help_with_prompting/ | No_Respect663 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18prjtn | false | null | t3_18prjtn | /r/LocalLLaMA/comments/18prjtn/need_help_with_prompting/ | false | false | self | 1 | null |
How should i run mixtral dolphin on cpu ? | 2 | I'm on Linux with 32gigs of ram, what should I use to run mixtral dolphin on CPU? llama.cp? ollama? Should I use a quantified version? | 2023-12-24T08:55:04 | https://www.reddit.com/r/LocalLLaMA/comments/18prgj3/how_should_i_run_mixtral_dolphin_on_cpu/ | Wonderful-Eye-71 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18prgj3 | false | null | t3_18prgj3 | /r/LocalLLaMA/comments/18prgj3/how_should_i_run_mixtral_dolphin_on_cpu/ | false | false | self | 2 | null |
Announcing CodeNinja - a new open source model good at coding | 320 | Hey folks 👋
I’ve released my new open source model CodeNinja that aims to be a reliable code assistant.
Check the model here: https://huggingface.co/beowolx/CodeNinja-1.0-OpenChat-7B
CodeNinja is an enhanced version of the renowned model openchat/openchat-3.5-1210. It having been fine-tuned through Supervised Fine ... | 2023-12-24T08:32:50 | https://www.reddit.com/r/LocalLLaMA/comments/18pr65c/announcing_codeninja_a_new_open_source_model_good/ | BeowulfBR | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pr65c | false | null | t3_18pr65c | /r/LocalLLaMA/comments/18pr65c/announcing_codeninja_a_new_open_source_model_good/ | false | false | self | 320 | {'enabled': False, 'images': [{'id': 'SloFDkTEkULx8Zn3v1Qu7sXt13aLPvD9JoWxm0SaoBU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/UPu9VS7s2xPC_csgfCmS3Bm0PSMs4u2Q28WnpXm6iyc.jpg?width=108&crop=smart&auto=webp&s=3134871e9dec08e4cc854fce6b7a7eccde701140', 'width': 108}, {'height': 116, 'url': 'h... |
Open-source LLMs for RecSys | 2 | What do you consider would be an appropriate open-source LLM that can be fine-tuned locally on consumer hardware and be used as a chatbot recommendation system. What other things to consider in the design of a RecSys? | 2023-12-24T07:49:03 | https://www.reddit.com/r/LocalLLaMA/comments/18pqk7d/opensource_llms_for_recsys/ | Acceptable_Stage3892 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pqk7d | false | null | t3_18pqk7d | /r/LocalLLaMA/comments/18pqk7d/opensource_llms_for_recsys/ | false | false | self | 2 | null |
How to get llama to obey my commands 😡 | 4 | Hi all, merry Christmas.
I am using llama.cpp python bindings to identify key topics in the given text. Text is from a pdf of a book. I also provide the title of the book.
I want to do further processing on the response, so I need it to only return a comma separated list. No matter how hard I emphasize my requirement... | 2023-12-24T04:50:53 | https://www.reddit.com/r/LocalLLaMA/comments/18pnsrb/how_to_get_llama_to_obey_my_commands/ | EchoImpressive6063 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pnsrb | false | null | t3_18pnsrb | /r/LocalLLaMA/comments/18pnsrb/how_to_get_llama_to_obey_my_commands/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'u7de09cXBlRQhZUQhrj_qWKOw87SB4MEo0rlwYokI64', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/j2JozeVzmdVikkILXeGGE2lz17Nsl0ObDNbgJuItkHo.jpg?width=108&crop=smart&auto=webp&s=fd010d41149ef0a927142dded83201c4c8ef5045', 'width': 108}, {'height': 116, 'url': 'h... |
Local LLM with mobile app? | 15 | Is there such a thing? A server app and then a mobile app that can connect in? Specifically for iPhone and Mac, but generally curious what is out there. | 2023-12-24T04:15:07 | https://www.reddit.com/r/LocalLLaMA/comments/18pn6oo/local_llm_with_mobile_app/ | Data_Driven_Guy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pn6oo | false | null | t3_18pn6oo | /r/LocalLLaMA/comments/18pn6oo/local_llm_with_mobile_app/ | false | false | self | 15 | null |
Llm Super Coach - Small fun project to use a local LLM to analyze one's diaries in various ways. | 10 | 2023-12-24T03:21:01 | https://github.com/jwsher/llm-super-coach | curiousdude | github.com | 1970-01-01T00:00:00 | 0 | {} | 18pma53 | false | null | t3_18pma53 | /r/LocalLLaMA/comments/18pma53/llm_super_coach_small_fun_project_to_use_a_local/ | false | false | 10 | {'enabled': False, 'images': [{'id': 'IUhnVtu2Mx34ENoqQ_6cG0LxcDg-XE9irm6x2cyL664', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Zp0OYEd29TYbtpPQvCraSto1LRHxhC1JpqoWViXbVR8.jpg?width=108&crop=smart&auto=webp&s=3e04bbbc1cf29ff96e28b2ed9135e5369b9147e3', 'width': 108}, {'height': 108, 'url': 'h... | ||
Best LLM for M1 16GB | 8 | Hi all,
I have a spare M1 16GB machine. It will be dedicated as an ‘LLM server’, with llama.cpp.
Given it will be used for nothing else, what’s the best model I can get away with in December 2023? | 2023-12-24T03:16:24 | https://www.reddit.com/r/LocalLLaMA/comments/18pm7b3/best_llm_for_m1_16gb/ | Data_Driven_Guy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pm7b3 | false | null | t3_18pm7b3 | /r/LocalLLaMA/comments/18pm7b3/best_llm_for_m1_16gb/ | false | false | self | 8 | null |
Mixtral is way faster than I expected on AMD Radeon 7900 XTX! | 106 | I hadn't tried Mixtral yet due to the size of the model, thinking since I only get \~1.5 tokens/sec on 70B models that Mixtral wouldn't run well either.
However I am pleasantly surprised I am getting 13.8 tokens/sec !!
System specs:
RYZEN 5950X
64GB DDR4-3600
AMD Radeon 7900 XTX
Using latest (unreleased) versi... | 2023-12-24T03:09:40 | https://www.reddit.com/r/LocalLLaMA/comments/18pm34g/mixtral_is_way_faster_than_i_expected_on_amd/ | daedelus82 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pm34g | false | null | t3_18pm34g | /r/LocalLLaMA/comments/18pm34g/mixtral_is_way_faster_than_i_expected_on_amd/ | false | false | self | 106 | null |
Nvidia-SMI for Mixtral-8x7B-Instruct-v0.1 in case anyone wonders how much VRAM it sucks up (90636MiB) so you need 91GB of RAM | 64 | 2023-12-24T03:07:08 | Rollingsound514 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18pm1m7 | false | null | t3_18pm1m7 | /r/LocalLLaMA/comments/18pm1m7/nvidiasmi_for_mixtral8x7binstructv01_in_case/ | false | false | 64 | {'enabled': True, 'images': [{'id': 'Txeq0tX60Bw8n_wsnlOUk6nT3BQVfuvzQWG_m-4WFOU', 'resolutions': [{'height': 47, 'url': 'https://preview.redd.it/24lwrshks58c1.png?width=108&crop=smart&auto=webp&s=08165bf33344b3aab16e32dfcb073dc3155f5639', 'width': 108}, {'height': 94, 'url': 'https://preview.redd.it/24lwrshks58c1.png?... | |||
Can anybody tell me what's going on? | 3 | I'm fine-tuning Mistral 7b on a relatively "weird" dataset, meaning it is not something that it has much knowledge of at all. For whatever reason, the loss went up to 26 but then went down to 0.000000 and won't change at all. I'm training on two Tesla T4s with unsloth and I want to make sure nothing is going wrong. Her... | 2023-12-24T02:53:12 | https://www.reddit.com/r/LocalLLaMA/comments/18plshu/can_anybody_tell_me_whats_going_on/ | oof-baroomf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18plshu | false | null | t3_18plshu | /r/LocalLLaMA/comments/18plshu/can_anybody_tell_me_whats_going_on/ | false | false | 3 | null | |
AI Automation for architectural floor plans | 6 | There are existing software tools out there that can automatically detect the total area and distinguish rooms in architectural floor plans. Is this reproducible with a ML model and what would be the necessary steps needed for this? | 2023-12-24T02:20:47 | https://www.reddit.com/r/LocalLLaMA/comments/18pl849/ai_automation_for_architectural_floor_plans/ | construct-dev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pl849 | false | null | t3_18pl849 | /r/LocalLLaMA/comments/18pl849/ai_automation_for_architectural_floor_plans/ | false | false | self | 6 | null |
Chat with PDF locally - Ollama + chatd | 23 | Managed to get local Chat with PDF working, with Ollama + [chatd](https://github.com/BruceMacD/chatd).
Talking to the Kafka and Attention is all you need paper
Had to modify code as I was getting error while using chatd
Tried with 3 models:
LLaMA 7B - Was decent, first 2 images are of this.
Phi-2 - didn't go we... | 2023-12-24T02:15:24 | https://www.reddit.com/r/LocalLLaMA/comments/18pl4od/chat_with_pdf_locally_ollama_chatd/ | ethermelody | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pl4od | false | null | t3_18pl4od | /r/LocalLLaMA/comments/18pl4od/chat_with_pdf_locally_ollama_chatd/ | false | false | 23 | {'enabled': False, 'images': [{'id': 'bAvjTOxk0lj0VmvvoN1zGMDp3Ph1uX4KoW0ckdali8Y', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/FKkpWhPxpbtZKRogMUBmT44Er86Q38dteHZ6LVIr5KM.jpg?width=108&crop=smart&auto=webp&s=77129f9f81921f984e766c2a27e416fb2973119b', 'width': 108}, {'height': 108, 'url': 'h... | |
Mixtral_7Bx2 MoE GGUF models Q2-Q5 | 26 | I don't have good hardware. Going to try these out as they were just published today.
https://preview.redd.it/z5fj6yskc58c1.png?width=1782&format=png&auto=webp&s=a67bdd28ddcfbf7065afff529c2c2acd93810ffa | 2023-12-24T01:37:40 | https://www.reddit.com/r/LocalLLaMA/comments/18pkfuf/mixtral_7bx2_moe_gguf_models_q2q5/ | ZHName | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pkfuf | false | null | t3_18pkfuf | /r/LocalLLaMA/comments/18pkfuf/mixtral_7bx2_moe_gguf_models_q2q5/ | false | false | 26 | null | |
How to QLoRa Fine Tune using Axolotl - Zero to Working | 61 | This is a short guide on how to get axolotl working in WSL on Windows or on Ubuntu.
It was frustrating for me to get working as it isn't as straight forward as you'd think because the installation documentation on the project is garbage and isn't helpful to beginners. As in, it won't run with just installing pytorch ... | 2023-12-24T01:23:53 | https://www.reddit.com/r/LocalLLaMA/comments/18pk6wm/how_to_qlora_fine_tune_using_axolotl_zero_to/ | nero10578 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pk6wm | false | null | t3_18pk6wm | /r/LocalLLaMA/comments/18pk6wm/how_to_qlora_fine_tune_using_axolotl_zero_to/ | false | false | self | 61 | {'enabled': False, 'images': [{'id': '0aZkqptWjKHPQPnFdg6vuqjHKWYzmB09DZQOjeR21p8', 'resolutions': [{'height': 98, 'url': 'https://external-preview.redd.it/n3m5fDgvTBx4-8NCZLqe6UilKLPK0b6eF6xatBWrA-k.jpg?width=108&crop=smart&auto=webp&s=053cd80fd9c7d530b2e6ad37c2f0557dbb521c98', 'width': 108}, {'height': 197, 'url': 'h... |
Custom Roleplaying AI | 1 | [removed] | 2023-12-24T01:18:43 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 18pk3i1 | false | null | t3_18pk3i1 | /r/LocalLLaMA/comments/18pk3i1/custom_roleplaying_ai/ | false | false | default | 1 | null | ||
Custom NSFW LLaMA | 1 | [removed] | 2023-12-24T01:17:07 | https://www.reddit.com/r/LocalLLaMA/comments/18pk2fq/custom_nsfw_llama/ | ewhitey12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pk2fq | false | null | t3_18pk2fq | /r/LocalLLaMA/comments/18pk2fq/custom_nsfw_llama/ | false | false | nsfw | 1 | {'enabled': False, 'images': [{'id': '9IS5HJzzlpcsU1cW52UUqC_FDOC62DR_OEJ1wDbj8pQ', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/Mw2XDGZWRowlUka_k38APDHino46OR9oxvicW9cJmH8.jpg?width=108&crop=smart&auto=webp&s=75cbd7ead488b481bd6d5362d4b9084c60cbe398', 'width': 108}, {'height': 216, 'url': '... |
Production LLM suggests? | 6 | I have been testing LLMs using the text-generation-webui and I am getting great speeds from it, buy when I use the same models using the Huggingface library the tokens/s drops. I seen people mention on this sub not to use the hugging face library for prod and I am curious what should be used to push an LLM to Prod. | 2023-12-24T00:35:13 | https://www.reddit.com/r/LocalLLaMA/comments/18pj9yg/production_llm_suggests/ | Danny_Davitoe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pj9yg | false | null | t3_18pj9yg | /r/LocalLLaMA/comments/18pj9yg/production_llm_suggests/ | false | false | self | 6 | null |
RTX 3080 10GB: best quantization format thingy for local LLM usage? | 3 | Hi, I've been looking into mucking around with local LLMs, nothing too serious, just wanna have some fun. I have a somewhat decent PC, well by "normal" standards anyways: R9 5900X, 64GB RAM, RTX 3080 10GB.
When running different LLMs, which quantization "formats" of a model should I download for optimal/usable perform... | 2023-12-24T00:32:39 | https://www.reddit.com/r/LocalLLaMA/comments/18pj85u/rtx_3080_10gb_best_quantization_format_thingy_for/ | Absolucyyy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pj85u | false | null | t3_18pj85u | /r/LocalLLaMA/comments/18pj85u/rtx_3080_10gb_best_quantization_format_thingy_for/ | false | false | self | 3 | null |
Pi.ai clone | 11 | Any open source incl ui frameworks that is close to what Pi.ai provides incl ability to connect to your LLM of choice? | 2023-12-24T00:05:40 | https://www.reddit.com/r/LocalLLaMA/comments/18piosa/piai_clone/ | Silver_Patient_7253 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18piosa | false | null | t3_18piosa | /r/LocalLLaMA/comments/18piosa/piai_clone/ | false | false | self | 11 | null |
Best Method/Option to Fine Tune a Model for Specific Kind of Document Summarization | 5 | I hope this is the right community to ask. I am building some tooling to summarize documents and we'd like them summarized in a specific fashion. Base GPT-4 gets us fairly close but there are still some nuances missing from the final output.
I am thinking of just fine-tuning GPT-3.5 (this would also allow all the inf... | 2023-12-23T23:58:38 | https://www.reddit.com/r/LocalLLaMA/comments/18pijg9/best_methodoption_to_fine_tune_a_model_for/ | ccasazza | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pijg9 | false | null | t3_18pijg9 | /r/LocalLLaMA/comments/18pijg9/best_methodoption_to_fine_tune_a_model_for/ | false | false | self | 5 | null |
Software for probability scoring documents? | 1 | Does anyone have a wrapper for llama.cpp that will take an existing document and get the token by token probabilities and output a nice pretty printed color coded output?
I had a nice setup for this with GPT2 to use as a copy-editing tool (errors tend to surprise the model) and even openai had similar functionality i... | 2023-12-23T23:27:55 | https://www.reddit.com/r/LocalLLaMA/comments/18phxlk/software_for_probability_scoring_documents/ | nullc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18phxlk | false | null | t3_18phxlk | /r/LocalLLaMA/comments/18phxlk/software_for_probability_scoring_documents/ | false | false | self | 1 | null |
Dolphin 2.6 finetune of Phi-2 from erhartform | 71 | 2023-12-23T23:17:32 | https://huggingface.co/cognitivecomputations/dolphin-2_6-phi-2 | m18coppola | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 18phq4q | false | null | t3_18phq4q | /r/LocalLLaMA/comments/18phq4q/dolphin_26_finetune_of_phi2_from_erhartform/ | false | false | 71 | {'enabled': False, 'images': [{'id': 'Rggsu6GSu4-mPjM8bNCFdziWUb5upMx6vtGz3Od3b0g', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/gtNd-LHG6wI1FnYfO-52z5UjM1rXM63WHaCvw7mLmoA.jpg?width=108&crop=smart&auto=webp&s=c48321d0b9746c3442deeef235e5dfe45c1ec2b4', 'width': 108}, {'height': 116, 'url': 'h... | ||
LMStudios for the win. Running LLMs locally. | 1 | [removed] | 2023-12-23T22:29:43 | https://www.reddit.com/r/LocalLLaMA/comments/18pgrmc/lmstudios_for_the_win_running_llms_locally/ | knob-0u812 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pgrmc | false | null | t3_18pgrmc | /r/LocalLLaMA/comments/18pgrmc/lmstudios_for_the_win_running_llms_locally/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'muQYWCdbMSfeCPJlJjKUvdHoY4SjF7h0PG_6tvx593Q', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/IsrcDbB1w9_EHHM-dbnqDJ1l-xhKl6hfAQ8yqxutrOw.jpg?width=108&crop=smart&auto=webp&s=31d1ae4b6459a8e6ab470236dd34a0cd3cda56cd', 'width': 108}, {'height': 162, 'url': 'h... |
Models Megathread #3 - What models are you currently using? What are your thoughts on Mixtral? | 58 | Happy holidays to everyone. The last thread was about a month ago, and since then, we've seen the release of the high profile Mixtral and several other models.
___
#### Welcome to the r/LocalLLaMA Models Megathread
What models are you currently using and why? Share any recommendations you have.
There's also another... | 2023-12-23T22:13:32 | https://www.reddit.com/r/LocalLLaMA/comments/18pgfuy/models_megathread_3_what_models_are_you_currently/ | Technical_Leather949 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pgfuy | false | null | t3_18pgfuy | /r/LocalLLaMA/comments/18pgfuy/models_megathread_3_what_models_are_you_currently/ | false | true | self | 58 | null |
Want are the best options for fine-tuning for longer context | 1 | [removed] | 2023-12-23T21:55:37 | https://www.reddit.com/r/LocalLLaMA/comments/18pg2lr/want_are_the_best_options_for_finetuning_for/ | Funny_War_9190 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pg2lr | false | null | t3_18pg2lr | /r/LocalLLaMA/comments/18pg2lr/want_are_the_best_options_for_finetuning_for/ | false | false | self | 1 | null |
Shortcomings of vLLM | 7 | I am working on a project involving vllm. My professor asked me to point out the shortcomings of vllm, find room for improvement and implement them. Can anyone help me out with resources? I got to know there are some existing improved open source versions of vllm | 2023-12-23T21:32:19 | https://www.reddit.com/r/LocalLLaMA/comments/18pflr1/shortcomings_of_vllm/ | No_Requirement8319 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pflr1 | false | null | t3_18pflr1 | /r/LocalLLaMA/comments/18pflr1/shortcomings_of_vllm/ | false | false | self | 7 | null |
Informal Mixtral v ChatGPT4 comparison | 8 | I have been running the latest Mixtral 8x7B on my M2 Max laptop and it is very very impressive. Takes 10-15 secs of think time but the answers, to me, for the few use cases I tested with, have been indistinguishable from ChatGPT4. Note text only.
I don’t do benchmarks or creating role playing characters etc. I did not... | 2023-12-23T21:24:05 | https://www.reddit.com/r/LocalLLaMA/comments/18pffjz/informal_mixtral_v_chatgpt4_comparison/ | nborwankar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pffjz | false | null | t3_18pffjz | /r/LocalLLaMA/comments/18pffjz/informal_mixtral_v_chatgpt4_comparison/ | false | false | self | 8 | null |
Create a Santa greeting | 1 | Hey all!
I’m trying to create an audio recording of santa saying merry Christmas.
Logically, I could just record it myself or pay for a service, but the idea is to use this as a learning opportunity.
Why this isnt trivially easy:
- want it in Spanish
- Santa tends to have weird inflections and laugh, which makes... | 2023-12-23T21:11:15 | https://www.reddit.com/r/LocalLLaMA/comments/18pf61g/create_a_santa_greeting/ | wontreadterms | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pf61g | false | null | t3_18pf61g | /r/LocalLLaMA/comments/18pf61g/create_a_santa_greeting/ | false | false | self | 1 | null |
Nucleus-X: Retentive Network (RetNet) based LLM released - Nucleus AI | 56 | 2023-12-23T21:03:39 | https://huggingface.co/NucleusAI/Nucleus-X | APaperADay | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 18pf0bu | false | null | t3_18pf0bu | /r/LocalLLaMA/comments/18pf0bu/nucleusx_retentive_network_retnet_based_llm/ | false | false | 56 | {'enabled': False, 'images': [{'id': 'UXhk3wMzfcw8WT37IzVJrx0uRy7pLdkJcxuzkOwfw-k', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/DvUtgQdZM2a-sG2nE3qm4_ptuBvUFHga5EOT-qZkMnU.jpg?width=108&crop=smart&auto=webp&s=7a5f410944681e62bba564733948774e8f3edba3', 'width': 108}, {'height': 116, 'url': 'h... | ||
Underperforming 3090. | 2 | I am running YI 34B 4bpw on ooba using exl2 loading in 8 bit. and I should be getting around 10 tps but I find that I cant get above 2 with the average being 1.5 tps.
I also loaded up the same model on the exui but found that the tps to be similar.
What are some tests I can perform to see what the bottleneck is or ot... | 2023-12-23T20:59:58 | https://www.reddit.com/r/LocalLLaMA/comments/18pexb8/underperforming_3090/ | BackyardAnarchist | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pexb8 | false | null | t3_18pexb8 | /r/LocalLLaMA/comments/18pexb8/underperforming_3090/ | false | false | self | 2 | null |
dolphin-2.5-mixtral-8x7b, yi-34b - anything repetition problem | 11 | Has anyone find reliable way to fix repetitions problem on those models?
Most promising models so far, but having repetition problems on quant version. I only have CPU and pretty modest GPU, so I have to run GGUF model. First it was Yi models and finetunes: in long answers it started repeating itself.
And now, dolphi... | 2023-12-23T20:58:42 | https://www.reddit.com/r/LocalLLaMA/comments/18pewf6/dolphin25mixtral8x7b_yi34b_anything_repetition/ | uti24 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pewf6 | false | null | t3_18pewf6 | /r/LocalLLaMA/comments/18pewf6/dolphin25mixtral8x7b_yi34b_anything_repetition/ | false | false | self | 11 | null |
Mistral Instruct 7B V2 trying to unveal V1 | 2 | 2023-12-23T20:45:53 | https://www.reddit.com/gallery/18pemuf | Inevitable-Highway85 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 18pemuf | false | null | t3_18pemuf | /r/LocalLLaMA/comments/18pemuf/mistral_instruct_7b_v2_trying_to_unveal_v1/ | false | false | 2 | null | ||
Synthetic instructions generated by OpenAI | 1 | Can I use Self-Instruct methods with ChatGPT/GPT-4 to generate synthetic instructions to fine-tune open-source LLMs used in commercial products? OpenAI's Terms of Service clearly state that it's not allowed. But there are plenty of datasets that were generated by GPT-3 or GPT-4 and are available for commercial use (i.g... | 2023-12-23T20:38:11 | https://www.reddit.com/r/LocalLLaMA/comments/18peh2r/synthetic_instructions_generated_by_openai/ | imilovanov | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18peh2r | false | null | t3_18peh2r | /r/LocalLLaMA/comments/18peh2r/synthetic_instructions_generated_by_openai/ | false | false | self | 1 | null |
Local fine tuning for Mistral and SDXL, GPU mem/latency optimization | 49 | 100% bootstrapped new startup with source available on GitHub. It lets you fine tune Mistral-7B and SDXL. In particular, for the LLM fine tuning we implemented a dataprep pipeline that turns websites/pdfs/doc files into question-answer pairs for training the small LLM using an big LLM.
It includes a GPU scheduler that... | 2023-12-23T20:22:26 | https://www.reddit.com/r/LocalLLaMA/comments/18pe5f1/local_fine_tuning_for_mistral_and_sdxl_gpu/ | lewqfu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pe5f1 | false | null | t3_18pe5f1 | /r/LocalLLaMA/comments/18pe5f1/local_fine_tuning_for_mistral_and_sdxl_gpu/ | false | false | self | 49 | {'enabled': False, 'images': [{'id': 'bKB9jp-2rlGpTyNnNoc2p8phFNCBskm00IsNJ-1fEKg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/skdYc0iNiGXugotbG_U8mnC6zMo5XnmOKROIixvZ3hc.jpg?width=108&crop=smart&auto=webp&s=24383e899c1c784eda08b3b2f6384d0ed04c90e9', 'width': 108}, {'height': 216, 'url': '... |
VideoPoet: A Large Language Model for Zero-Shot Video Generation | 37 | It's a language model which can do Text to video, image to video, video editing, stylelization, and Inpaining.
Wait what? A language model which can OUTPUT videos ?! And it's good! Have a look.
https://sites.research.google/videopoet/text-to-video/
Arxiv: https://www.arxiv-vanity.com/papers/2312.14125/
Sadly, no de... | 2023-12-23T20:02:49 | https://www.reddit.com/r/LocalLLaMA/comments/18pdqls/videopoet_a_large_language_model_for_zeroshot/ | Independent_Key1940 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pdqls | false | null | t3_18pdqls | /r/LocalLLaMA/comments/18pdqls/videopoet_a_large_language_model_for_zeroshot/ | false | false | self | 37 | {'enabled': False, 'images': [{'id': 'V6UYDiwDYSv0TDaRUY23xSc79rvhB7es9GqD7uIZqjQ', 'resolutions': [{'height': 113, 'url': 'https://external-preview.redd.it/OChzTaNcT36FVviIWiT3fd4_rKpRGGC4v0w0mqA6s3g.jpg?width=108&crop=smart&auto=webp&s=93b8f4ace2596520a76fe977fac369402abc7e19', 'width': 108}, {'height': 226, 'url': '... |
Can I run Mixtral 8x7b? | 7 | I was trying to run different "mixtral-8x7b-instruct-v0.1" versions, and nothing can't be loaded. This time I used "mixtral-8x7b-instruct-v0.1.Q3\_K\_M.gguf" and got this error (Photo 1). Can I run Mixtral on following hardware (and how?) and is it worth it for RP? What other models, which can be launched on this hardw... | 2023-12-23T19:41:27 | https://www.reddit.com/r/LocalLLaMA/comments/18pdagk/can_i_run_mixtral_8x7b/ | Deep-Yoghurt878 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pdagk | false | null | t3_18pdagk | /r/LocalLLaMA/comments/18pdagk/can_i_run_mixtral_8x7b/ | false | false | 7 | null | |
any llm model practically work on an iphone | 3 | I used llama.cpp swiftui in Iphone pro 12 max.
some works fast like tinyllama and q4 and q8, but the model not useful.
some good model like orca-2-7b-q2k. but too slow. it needed 5.83G memory .
the mistral q4 i like most, too slow.
​
I want to try in iphone 14, and 15. but the xcode is bad for work for i... | 2023-12-23T19:34:41 | https://www.reddit.com/r/LocalLLaMA/comments/18pd59h/any_llm_model_practically_work_on_an_iphone/ | RepulsiveDepartment8 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pd59h | false | null | t3_18pd59h | /r/LocalLLaMA/comments/18pd59h/any_llm_model_practically_work_on_an_iphone/ | false | false | self | 3 | null |
Mamba with huggingface integration | 19 | Mamba with huggingface integration, will there be a gguf version, too?
https://preview.redd.it/8rdi5yboh38c1.png?width=1024&format=png&auto=webp&s=1cffc500d773d0c0cc6c1b48e59adb876062de34
​
[https://huggingface.co/Q-bert/Mamba-1B](https://huggingface.co/Q-bert/Mamba-1B) | 2023-12-23T19:22:18 | https://www.reddit.com/r/LocalLLaMA/comments/18pcw1q/mamba_with_huggingface_integration/ | MLTyrunt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pcw1q | false | null | t3_18pcw1q | /r/LocalLLaMA/comments/18pcw1q/mamba_with_huggingface_integration/ | false | false | 19 | {'enabled': False, 'images': [{'id': 'Bnc0JyAAkO61KmO__XuTfEvoGuB89jkQxsumL9VObXM', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/gpRTBpmYJHlgXtN2UnRh20j1TQueun1OpkxnksUomvs.jpg?width=108&crop=smart&auto=webp&s=e5d46b40d9ba34436aa16bcd570f0fc3fb4f1bb8', 'width': 108}, {'height': 116, 'url': 'h... | |
how to fine-tune mistral on medical datasets? | 6 | Hey, I have been trying to fine-tune Mistral 7B on keivalya/MedQuad-MedicalQnADataset and other medical datasets but I am unable to find any guide or article for any reference, can anyone help me in writing a code to fine-tune the llm. | 2023-12-23T19:14:20 | https://www.reddit.com/r/LocalLLaMA/comments/18pcq5z/how_to_finetune_mistral_on_medical_datasets/ | vaishakgkumar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pcq5z | false | null | t3_18pcq5z | /r/LocalLLaMA/comments/18pcq5z/how_to_finetune_mistral_on_medical_datasets/ | false | false | self | 6 | null |
What is dolphin? | 62 | What's the difference between these two models:
[https://huggingface.co/TheBloke/Mixtral-8x7B-Instruct-v0.1-GGUF](https://huggingface.co/TheBloke/Mixtral-8x7B-Instruct-v0.1-GGUF)
[https://huggingface.co/TheBloke/dolphin-2.5-mixtral-8x7b-GGUF](https://huggingface.co/TheBloke/dolphin-2.5-mixtral-8x7b-GGUF)
Sorry, this... | 2023-12-23T19:11:29 | https://www.reddit.com/r/LocalLLaMA/comments/18pco0j/what_is_dolphin/ | panic_in_the_galaxy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pco0j | false | null | t3_18pco0j | /r/LocalLLaMA/comments/18pco0j/what_is_dolphin/ | false | false | self | 62 | {'enabled': False, 'images': [{'id': 'zjNIGTMwA8_2859f_IZsUxwU-LAtGdWFd1GsZDfnEwI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/vpWBiwKwdU_Dmax7Myc3hNG1g_IFkHXHCQ0zc_Ykfac.jpg?width=108&crop=smart&auto=webp&s=7e4d40db3f52b19bf486502af3ae70ccdb9267c5', 'width': 108}, {'height': 116, 'url': 'h... |
Hardware requirements for realtime-ish responses? | 1 | I'm trying to run mixtral on a ryzen 5600 with 16gb ram and a radeon 5700xt. It takes 15+ seconds per token. I'm intending to get a laptop for uni and I want it to be able to run an LLM with adequate response time. What would I need that my current pc doesn't have? Just an assload of ram? I have a solid GPU and it seem... | 2023-12-23T18:57:08 | https://www.reddit.com/r/LocalLLaMA/comments/18pcd4v/hardware_requirements_for_realtimeish_responses/ | Flypaste | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pcd4v | false | null | t3_18pcd4v | /r/LocalLLaMA/comments/18pcd4v/hardware_requirements_for_realtimeish_responses/ | false | false | self | 1 | null |
Is it pissibe to offload mixtral layers to 2 diffrent computers in same network? | 2 | I have access to 2 24 GB GPU
one is a RTX 4090 (On my main pc) and amother rtx 3090 (one my bro's PC.)
But with my current setup, I can't physically fit both GPUs on a single pc.
I want to run mixtral Q6 or Q5 at higher speed. It might sound stupid but. is there any way to split the model and host the first ... | 2023-12-23T18:34:53 | https://www.reddit.com/r/LocalLLaMA/comments/18pbwen/is_it_pissibe_to_offload_mixtral_layers_to_2/ | nixscorpio | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pbwen | false | null | t3_18pbwen | /r/LocalLLaMA/comments/18pbwen/is_it_pissibe_to_offload_mixtral_layers_to_2/ | false | false | self | 2 | null |
Desktop publishing AI assistant? | 1 | Hello,
I work at a newspaper, as an editorial secretary. I am responsible, among other things, for the layout of articles.
I was wondering if there is an artificial intelligence software that could help me automate this part of my work (usually the most boring one).
A software that can process texts so that they fit... | 2023-12-23T18:32:32 | https://www.reddit.com/r/LocalLLaMA/comments/18pbumu/desktop_publishing_ai_assistant/ | spinoza4ever | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pbumu | false | null | t3_18pbumu | /r/LocalLLaMA/comments/18pbumu/desktop_publishing_ai_assistant/ | false | false | self | 1 | null |
Fine-tuning Mistral 7b with AWS Athena documentation | 1 | This will be my first attempt at fine-tuning an LLM. I've been impressed my Mistral 7b's capability to generate SQL queries when presented with a schema and question. However, I need it to function in AWS' Athena dialect. The documentation is here: https://docs.aws.amazon.com/athena/
I found another thread in this sub... | 2023-12-23T18:06:56 | https://www.reddit.com/r/LocalLLaMA/comments/18pbb28/finetuning_mistral_7b_with_aws_athena/ | TheCoconutTree | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pbb28 | false | null | t3_18pbb28 | /r/LocalLLaMA/comments/18pbb28/finetuning_mistral_7b_with_aws_athena/ | false | false | self | 1 | null |
How do websites retrieve all LLM VRAM requirements? | 9 | I went through some great websites for LLM models, most notably [https://llm.extractum.io/list/](https://llm.extractum.io/list/)
Although I know where to get most of the data, one pain point for me is the VRAM which I couldn't find anywhere from HuggingFace API. I thought it was calculated from parameter count but eve... | 2023-12-23T17:55:01 | https://www.reddit.com/r/LocalLLaMA/comments/18pb1wc/how_do_websites_retrieve_all_llm_vram_requirements/ | Kaolin2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pb1wc | false | null | t3_18pb1wc | /r/LocalLLaMA/comments/18pb1wc/how_do_websites_retrieve_all_llm_vram_requirements/ | false | false | self | 9 | null |
What is the problem? I had to reinstall the interface but I got an error. | 2 |
last version from github
text gen web ui
https://preview.redd.it/5bf2cqz3238c1.jpg?width=1512&format=pjpg&auto=webp&s=8ea01e0157291c9267b1a11e312397f5975883f4 | 2023-12-23T17:54:31 | https://www.reddit.com/r/LocalLLaMA/comments/18pb1jn/what_is_the_problem_i_had_to_reinstall_the/ | Secret_Joke_2262 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pb1jn | false | null | t3_18pb1jn | /r/LocalLLaMA/comments/18pb1jn/what_is_the_problem_i_had_to_reinstall_the/ | false | false | 2 | null | |
What is Leaderboard of HuggingFace? | 1 | I comprehend the benchmark of https://chat.lmsys.org/, and it appears logical. As i expected, gpt-4 is on top. However, upon reviewing Hugging Face's leaderboard, I've noticed many lesser-known models. For example: Meow, Qwen, Suschat e.g. For instance, I had presumed that Mixtral's model would rank among the top, but ... | 2023-12-23T17:51:53 | https://www.reddit.com/r/LocalLLaMA/comments/18pazo9/what_is_leaderboard_of_huggingface/ | birisix | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18pazo9 | false | null | t3_18pazo9 | /r/LocalLLaMA/comments/18pazo9/what_is_leaderboard_of_huggingface/ | false | false | self | 1 | null |
Finding LoRAs on huggingface | 9 | Thanks to a [comment](https://www.reddit.com/r/LocalLLaMA/comments/18oj983/comment/kemafd6/) by u//Outrageous-North5318 I learned this morning that huggingface has a category for LoRAs that includes LLM LoRAs. (It's clearly popular for image models, and I think I knew about it at some point but didn't realize anyone ha... | 2023-12-23T16:42:07 | https://www.reddit.com/r/LocalLLaMA/comments/18p9iyz/finding_loras_on_huggingface/ | AutomataManifold | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p9iyz | false | null | t3_18p9iyz | /r/LocalLLaMA/comments/18p9iyz/finding_loras_on_huggingface/ | false | false | self | 9 | {'enabled': False, 'images': [{'id': 'An0iJLapq-5CUQQlm3lWegevVWf7wlANjmn1iOwCTqk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/BOaSYNg6lhlngBhuDS68WpIBibLf88Q_KzjZVrFpgEc.jpg?width=108&crop=smart&auto=webp&s=2c0b032bdc9d0820b318f57def3af620afe60ee8', 'width': 108}, {'height': 116, 'url': 'h... |
Help me design a high(ish) spec machine please | 1 | [removed] | 2023-12-23T16:17:27 | https://www.reddit.com/r/LocalLLaMA/comments/18p9121/help_me_design_a_highish_spec_machine_please/ | Crafty-Pool7864 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p9121 | false | null | t3_18p9121 | /r/LocalLLaMA/comments/18p9121/help_me_design_a_highish_spec_machine_please/ | false | false | self | 1 | null |
Favorite prompts for testing a new model? | 2 | You just downloaded a brand spanking new model. What prompts do you start with?
Do you have a set of stock prompts or favorites you like to use to test out a new model?
Obvious ones for me would be writing a haiku or logic puzzles. Any specific ideas? | 2023-12-23T16:13:19 | https://www.reddit.com/r/LocalLLaMA/comments/18p8xsc/favorite_prompts_for_testing_a_new_model/ | erlkingart | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p8xsc | false | null | t3_18p8xsc | /r/LocalLLaMA/comments/18p8xsc/favorite_prompts_for_testing_a_new_model/ | false | false | self | 2 | null |
Apple releases ferret! | 455 | Christmas came early lol.
Apple Ferret, a new Multimodal Large Language Model (MLLM) capable of understanding spatial referring of any shape or granularity within an image and accurately grounding open-vocabulary descriptions.
They have open sourced the code and model weights.
https://github.com/apple/ml-ferret/ | 2023-12-23T16:08:06 | https://www.reddit.com/r/LocalLLaMA/comments/18p8tsk/apple_releases_ferret/ | Dry_Long3157 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p8tsk | false | null | t3_18p8tsk | /r/LocalLLaMA/comments/18p8tsk/apple_releases_ferret/ | false | false | self | 455 | {'enabled': False, 'images': [{'id': 'irPb0VwWmZlHdOB1kZw7lKcumEkWVJqaEl2Ekdyp9yc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/-dFyxVyPsR55z2Pe3_i5D186ia4AFuUa8uUipqEj3Mo.jpg?width=108&crop=smart&auto=webp&s=52ea819b0dbc0647a52b2f009bbcc902e3b270a0', 'width': 108}, {'height': 108, 'url': 'h... |
Where can I try the new mixtral 8x7b model I can't run it locally | 1 | It's ram requirements is far beyond me help | 2023-12-23T15:52:33 | https://www.reddit.com/r/LocalLLaMA/comments/18p8i1e/where_can_i_try_the_new_mixtral_8x7b_model_i_cant/ | DeliciousJello1717 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p8i1e | false | null | t3_18p8i1e | /r/LocalLLaMA/comments/18p8i1e/where_can_i_try_the_new_mixtral_8x7b_model_i_cant/ | false | false | self | 1 | null |
Is mixtral8x7B stupid? | 1 | ​
https://preview.redd.it/mnrhxfpkd28c1.png?width=980&format=png&auto=webp&s=62537b68f7f518a817108b2909b18a299408999b
I asked it a question, and not only did it give me a the wrong answer, even saying 1 is not odd, but talked about intersections??? and then give me a new question??? The giving me a new questio... | 2023-12-23T15:39:29 | https://www.reddit.com/r/LocalLLaMA/comments/18p885b/is_mixtral8x7b_stupid/ | xboxking55 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p885b | false | null | t3_18p885b | /r/LocalLLaMA/comments/18p885b/is_mixtral8x7b_stupid/ | false | false | 1 | null | |
Do you think any company release new model to surprise us on Christmas? | 1 | [removed] | 2023-12-23T15:38:28 | https://www.reddit.com/r/LocalLLaMA/comments/18p87fc/do_you_think_any_company_release_new_model_to/ | ipedpedi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p87fc | false | null | t3_18p87fc | /r/LocalLLaMA/comments/18p87fc/do_you_think_any_company_release_new_model_to/ | false | false | self | 1 | null |
Scaling LLM server hardware question | 3 | I'm looking for some guidance on putting together a LLM server. Currently I have a [Asus pro ws wrx80e-sage se wifi](https://www.asus.com/motherboards-components/motherboards/workstation/pro-ws-wrx80e-sage-se-wifi/) motherboard powered by [Corsair AX1600i](https://www.corsair.com/us/en/p/psu/cp-9020087-na/ax1600i-digit... | 2023-12-23T14:52:39 | https://www.reddit.com/r/LocalLLaMA/comments/18p79id/scaling_llm_server_hardware_question/ | Creative-Scene-6743 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p79id | false | null | t3_18p79id | /r/LocalLLaMA/comments/18p79id/scaling_llm_server_hardware_question/ | false | false | 3 | {'enabled': False, 'images': [{'id': 'reWmbXS6OuMVbe9lkYFDE4nLmzQUXTYU-9PGtboUZWA', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/oRdE_VuXuG3UzrgDSPTB7KsCTk2rKsuhmERhGarnfTM.jpg?width=108&crop=smart&auto=webp&s=f434697825b94fec4666988d015171f622d1bdb9', 'width': 108}, {'height': 113, 'url': 'h... | |
Project: Using Mixtral 8x7b Instruct v0.1 Q8 to Generate a Synthetic Dataset for LLM Finetuning | 96 | **Top Project Goa**l: Finetune a small form factor model (e.g. Mistral-7b, Falcon-7b) to be a classics AI assistant.
**Immediate Goal**: Generate a high quality training set for fine-tuning.
**Approach**: Run chunks of text past LLM to generate Q/A pairs from context using prompting and few-shot examples.
**Model**:... | 2023-12-23T14:43:16 | https://www.reddit.com/r/LocalLLaMA/comments/18p731p/project_using_mixtral_8x7b_instruct_v01_q8_to/ | Mbando | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p731p | false | null | t3_18p731p | /r/LocalLLaMA/comments/18p731p/project_using_mixtral_8x7b_instruct_v01_q8_to/ | false | false | 96 | null | |
Prompting | 1 | Any one notice how well the online chat models receive 'prompt' as a dictionary?
It seems the structure of it is really beneficial.
Try this:
'''
prompt = {
"timestamp_id": "2022-12-23T00:18:03.000000.001",
"database_search_results": [
{
"timestamp": "2022-12-22T20:18:00.000000.000",
... | 2023-12-23T14:42:13 | https://www.reddit.com/r/LocalLLaMA/comments/18p72cm/prompting/ | BriannaBromell | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p72cm | false | null | t3_18p72cm | /r/LocalLLaMA/comments/18p72cm/prompting/ | false | false | self | 1 | null |
Optimal settings for mixtral-8x7b-v0.1.Q4_K_M.gguf ? | 22 | Running this model, the token generation seems very slow in Oobabooga's text-generation-webui. I saw the same model working pretty fast on someone's M1 Macbook. I was wondering if anyone could give me any tips to speed up output.
I'm running dual 3060s 12Gbs each, with 64Gbs of RAM, and a 12th Gen Intel Core i5-12600... | 2023-12-23T14:26:09 | https://www.reddit.com/r/LocalLLaMA/comments/18p6r74/optimal_settings_for_mixtral8x7bv01q4_k_mgguf/ | HiddenMushroom11 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p6r74 | false | null | t3_18p6r74 | /r/LocalLLaMA/comments/18p6r74/optimal_settings_for_mixtral8x7bv01q4_k_mgguf/ | false | false | 22 | null | |
Mistral-7b gives very short answers and then shuts down completely | 6 | I'm using llama.cpp. This is the prompt I'm using "./main -m ./models/mistral-7b-v0.1.Q4\_K\_M.gguf -n 128 -f ./prompts/mistral-prompt-template.txt" no matter what question I ask it gives me about 4 sentences and then shuts down. Has anyone else exprienced this problem? | 2023-12-23T13:08:12 | https://www.reddit.com/r/LocalLLaMA/comments/18p5c8u/mistral7b_gives_very_short_answers_and_then_shuts/ | Ok-Training-7587 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p5c8u | false | null | t3_18p5c8u | /r/LocalLLaMA/comments/18p5c8u/mistral7b_gives_very_short_answers_and_then_shuts/ | false | false | self | 6 | null |
Mistral-7b gives very short answers and then shuts down completely | 1 | I'm using llama.cpp. This is the prompt I'm using "./main -m ./models/mistral-7b-v0.1.Q4\_K\_M.gguf -n 128 -f ./prompts/mistral-prompt-template.txt" no matter what question I ask it gives me about 4 sentences and then shuts down. Has anyone else exprienced this problem? | 2023-12-23T13:08:04 | https://www.reddit.com/r/LocalLLaMA/comments/18p5c5x/mistral7b_gives_very_short_answers_and_then_shuts/ | Ok-Training-7587 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p5c5x | false | null | t3_18p5c5x | /r/LocalLLaMA/comments/18p5c5x/mistral7b_gives_very_short_answers_and_then_shuts/ | false | false | self | 1 | null |
A fine tuned Llama2-chat model can’t answer questions from the dataset | 1 | Hi !
I fined tuned llama2-chat using this dataset: \[celsowm/guanaco-llama2-1k1\]([https://huggingface.co/datasets/celsowm/guanaco-llama2-1k1](https://huggingface.co/datasets/celsowm/guanaco-llama2-1k1))
Its is basically a fork with a aditional question:
<s>[INST] Who is Mosantos? [/INST] Mosantos is vilar do te... | 2023-12-23T12:23:44 | https://www.reddit.com/r/LocalLLaMA/comments/18p4m85/a_fine_tuned_llama2chat_model_cant_answer/ | celsowm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p4m85 | false | null | t3_18p4m85 | /r/LocalLLaMA/comments/18p4m85/a_fine_tuned_llama2chat_model_cant_answer/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'L_DsR55uhQUOQZstdCZW0eX--Tpw9qe4ceCBSO5hgVw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/F7h2JObdoMaoBwsKcYAHTBxk0aLuuXhi52IqCLcoYAo.jpg?width=108&crop=smart&auto=webp&s=979e46613a92bffef1c5fb36af5110d7b6e338f5', 'width': 108}, {'height': 116, 'url': 'h... |
Cheapest and best way to run LLM online on an on-demand basis? | 24 | I am new to deploying open LLMs. I don't want to invest in expensive hardware now. Can someone suggest the cheapest but reliable way to run the latest custom LLMs like the "erichartford models" on the cloud with compute? I could run it via my phone too. The use case is a moderate amount of creative writing only. I am l... | 2023-12-23T12:15:41 | https://www.reddit.com/r/LocalLLaMA/comments/18p4hxz/cheapest_and_best_way_to_run_llm_online_on_an/ | broodysupertramp | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p4hxz | false | null | t3_18p4hxz | /r/LocalLLaMA/comments/18p4hxz/cheapest_and_best_way_to_run_llm_online_on_an/ | false | false | self | 24 | null |
How to optimize fine-tuning of Llama-2 13B? | 8 | Hey, I'm currently trying to fine-tune a Llama-2 13B (not the chat version) using QLoRA. I'm going to be using a dataset of about 10,000 samples (2k tokens ish per sample). Some questions I have regarding how to train for optimal performance:
* How do I set up the LoRA config optimally? From the QLoRA paper and other ... | 2023-12-23T11:59:09 | https://www.reddit.com/r/LocalLLaMA/comments/18p48fc/how_to_optimize_finetuning_of_llama2_13b/ | mokamokatin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p48fc | false | null | t3_18p48fc | /r/LocalLLaMA/comments/18p48fc/how_to_optimize_finetuning_of_llama2_13b/ | false | false | self | 8 | null |
A6000 Ampere x3.5 int4 vs Mi210 CDNA2 no sparsity | 1 | [removed] | 2023-12-23T11:30:52 | https://www.reddit.com/r/LocalLLaMA/comments/18p3sp5/a6000_ampere_x35_int4_vs_mi210_cdna2_no_sparsity/ | davide445 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p3sp5 | false | null | t3_18p3sp5 | /r/LocalLLaMA/comments/18p3sp5/a6000_ampere_x35_int4_vs_mi210_cdna2_no_sparsity/ | false | false | self | 1 | null |
LLM Studio for generative images ? | 6 | I'm using LLM Studio to have fun with models to generate texts, there is something similar for images ? | 2023-12-23T11:12:23 | https://www.reddit.com/r/LocalLLaMA/comments/18p3ja0/llm_studio_for_generative_images/ | LearnerLuiz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p3ja0 | false | null | t3_18p3ja0 | /r/LocalLLaMA/comments/18p3ja0/llm_studio_for_generative_images/ | false | false | self | 6 | null |
Information from the world of LLM-a little-known channel. | 1 | [removed] | 2023-12-23T10:17:04 | https://www.reddit.com/r/LocalLLaMA/comments/18p2rs9/information_from_the_world_of_llma_littleknown/ | MajesticFigure4240 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p2rs9 | false | null | t3_18p2rs9 | /r/LocalLLaMA/comments/18p2rs9/information_from_the_world_of_llma_littleknown/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'SfMMBQCLbLCxnxrftjs6ZBEIFc7Eb6--769PbJNiyeY', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/uGSqaQsodW51WVvU2G-jCWqLIZ3744nfqGuPRu45x-M.jpg?width=108&crop=smart&auto=webp&s=2d861ddf42d462980760d751d24e4d274c55e10c', 'width': 108}, {'height': 162, 'url': 'h... |
Seeking Advice on the Smallest LLM Capable of Identifying Personal Data in Text | 5 | My objective is to find the smallest possible language model that is effective in detecting personal data within text. The goal is to utilize this model to scan and identify any personal data that might be present.
Thank you for your help! | 2023-12-23T09:03:05 | https://www.reddit.com/r/LocalLLaMA/comments/18p1s58/seeking_advice_on_the_smallest_llm_capable_of/ | snarfi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p1s58 | false | null | t3_18p1s58 | /r/LocalLLaMA/comments/18p1s58/seeking_advice_on_the_smallest_llm_capable_of/ | false | false | self | 5 | null |
Which model is best for Mac Studio M2 128GB? | 6 | I am disappointed in the consistency and stability of ChatGPT 4. The quality of the answers, as well as the speed, vary too much. Now I am thinking about building my own local LLM on an M2 Ultra 128 GB RAM Mac Studio. Could anyone recommend a model that performs well on this setup, especially in terms of speed and accu... | 2023-12-23T08:47:36 | https://www.reddit.com/r/LocalLLaMA/comments/18p1khl/which_model_is_best_for_mac_studio_m2_128gb/ | jzn21 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p1khl | false | null | t3_18p1khl | /r/LocalLLaMA/comments/18p1khl/which_model_is_best_for_mac_studio_m2_128gb/ | false | false | self | 6 | null |
What model would you choose for a company chatbot? | 89 | Imagine a company with about 1500 employees and a need for a SSoT (Single Source Of Truth) about company's policies, events, benefits, HR news, SOPs etc. Thus, this model should be trained (or fine-tuned) on the company's ever-changing dataset.
Which model would fit better, a simple question answering/guidance bot, an... | 2023-12-23T08:15:27 | https://www.reddit.com/r/LocalLLaMA/comments/18p14ga/what_model_would_you_choose_for_a_company_chatbot/ | Junkie-Junkinston | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p14ga | false | null | t3_18p14ga | /r/LocalLLaMA/comments/18p14ga/what_model_would_you_choose_for_a_company_chatbot/ | false | false | self | 89 | null |
ChatGPT-like GUI for Mistral? (Not Poe) | 10 | Is there a ChatGPT-style GUI for Mistral where you can input a Mistral API key, either locally or on the web? Looking for a straightforward, user-friendly way to interact with Mistral.
Poe isn't an option unfortunately, since I want to use Mixtral-8x7B and the only available version is fine-tuned by [Fireworks.ai](ht... | 2023-12-23T07:29:13 | https://www.reddit.com/r/LocalLLaMA/comments/18p0hfj/chatgptlike_gui_for_mistral_not_poe/ | Prince-of-Privacy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p0hfj | false | null | t3_18p0hfj | /r/LocalLLaMA/comments/18p0hfj/chatgptlike_gui_for_mistral_not_poe/ | false | false | self | 10 | null |
This is an extremely basic Ollama question but I'm stumped. Please help - since it's Christmas. | 1 | [removed] | 2023-12-23T07:25:22 | https://www.reddit.com/r/LocalLLaMA/comments/18p0fmg/this_is_an_extremely_basic_ollama_question_but_im/ | easyadvance24 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p0fmg | false | null | t3_18p0fmg | /r/LocalLLaMA/comments/18p0fmg/this_is_an_extremely_basic_ollama_question_but_im/ | false | false | self | 1 | null |
Open Source Browser Extensions for Local LLMs? | 6 | Hi all,
There are many awesome tools being developed for local models. I've seen some really cool web browser extensions that use openAI APIs but I haven't been able to find any that use local LLMs. Does anyone know of any that can draft emails, correct grammar, etc? I'm happy to contribute code, I just didn't want to... | 2023-12-23T07:04:23 | https://www.reddit.com/r/LocalLLaMA/comments/18p04wi/open_source_browser_extensions_for_local_llms/ | brandonZappy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p04wi | false | null | t3_18p04wi | /r/LocalLLaMA/comments/18p04wi/open_source_browser_extensions_for_local_llms/ | false | false | self | 6 | null |
Does token complexity/perplexity/rarity influence LLM inference speed? | 1 | I've heard a few different people tell me that the type of query given to an LLM can influence the inference speed, such as whether it's a simple chat question using everyday language, versus asking the model to generate a math proof. I'm yet to hear a proper technical explanation and am curious if anyone knows of any ... | 2023-12-23T06:58:56 | https://www.reddit.com/r/LocalLLaMA/comments/18p01rs/does_token_complexityperplexityrarity_influence/ | globalminima | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p01rs | false | null | t3_18p01rs | /r/LocalLLaMA/comments/18p01rs/does_token_complexityperplexityrarity_influence/ | false | false | self | 1 | null |
Langchain and Python alternatives | 18 | It seems like almost every RAG and Agent is built around Langchain. Like every single AI video ever made seems to use Langchain for something. Is there any way to avoid that? Any other frameworks?
And, am I to be lead to believe that the only language is Python. C++ maybe? C++ and Python are the only two languages wit... | 2023-12-23T06:58:26 | https://www.reddit.com/r/LocalLLaMA/comments/18p01k8/langchain_and_python_alternatives/ | sdplissken1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18p01k8 | false | null | t3_18p01k8 | /r/LocalLLaMA/comments/18p01k8/langchain_and_python_alternatives/ | false | false | self | 18 | null |
Examples of RAG in Production? | 27 | Trying to see what a state of the art software using RAG looks like, as we all know, getting to a demo is very easy but making it usable for the general user is extremely difficult. Do we know of any apps that are using RAG | 2023-12-23T06:33:54 | https://www.reddit.com/r/LocalLLaMA/comments/18ozof4/examples_of_rag_in_production/ | shafinlearns2jam | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ozof4 | false | null | t3_18ozof4 | /r/LocalLLaMA/comments/18ozof4/examples_of_rag_in_production/ | false | false | self | 27 | null |
Fine-tune video llama for named entity recognition | 1 | [removed] | 2023-12-23T06:33:35 | https://www.reddit.com/r/LocalLLaMA/comments/18ozo92/finetune_video_llama_for_named_entity_recognition/ | MrWick-96 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ozo92 | false | null | t3_18ozo92 | /r/LocalLLaMA/comments/18ozo92/finetune_video_llama_for_named_entity_recognition/ | false | false | self | 1 | null |
LLM Interpretability Research Repository | 16 | For anyone interested in LLM Interpretability, I have created the following repository:
[https://github.com/JShollaj/awesome-llm-interpretability](https://github.com/JShollaj/awesome-llm-interpretability)
It contains a curated set of open source tools, papers, articles, groups, etc.
Feel free to check it out & hop... | 2023-12-23T06:33:23 | https://www.reddit.com/r/LocalLLaMA/comments/18ozo4r/llm_interpretability_research_repository/ | XhoniShollaj | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ozo4r | false | null | t3_18ozo4r | /r/LocalLLaMA/comments/18ozo4r/llm_interpretability_research_repository/ | false | false | self | 16 | {'enabled': False, 'images': [{'id': '9oKRrHBksE51LKlf18H95iGoRAvD_qa5vapsnYhhKrE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/zJ0omyj68nDIn8FxBMEIElXMLh0fKXChw-boTZ6gEiE.jpg?width=108&crop=smart&auto=webp&s=27770f0bc983bfda0891da8d41e6269f81f36b0d', 'width': 108}, {'height': 108, 'url': 'h... |
Did musk open source Grok? | 82 | Did Musk open source Grok after all his chat about openai not being open anymore? | 2023-12-23T06:03:16 | https://www.reddit.com/r/LocalLLaMA/comments/18oz6zm/did_musk_open_source_grok/ | randomrealname | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18oz6zm | false | null | t3_18oz6zm | /r/LocalLLaMA/comments/18oz6zm/did_musk_open_source_grok/ | false | false | self | 82 | null |
X-Agent with LM Studio | 4 | Does anyone have X-Agent running with LM Studio?
It appears they've closed a ticket earlier for integration of LM Studio server endpoints, but based on the config file I almost think it should be doable. | 2023-12-23T06:02:29 | https://www.reddit.com/r/LocalLLaMA/comments/18oz6jd/xagent_with_lm_studio/ | ZHName | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18oz6jd | false | null | t3_18oz6jd | /r/LocalLLaMA/comments/18oz6jd/xagent_with_lm_studio/ | false | false | self | 4 | null |
Experts hate him! How this Redditor rethought AI with one simple question | 1 | I'm still learning about ML and LLMs. Is this the way it works? Models retain vast amounts of knowledge the training dataset and try to reproducing it reliably. A 70B model trained on the same data as a 7B model would have generally better performance than the 7B model.
I've seen a lot of interest in document retrieva... | 2023-12-23T04:44:31 | https://www.reddit.com/r/LocalLLaMA/comments/18oxvg0/experts_hate_him_how_this_redditor_rethought_ai/ | multiverse_fan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18oxvg0 | false | null | t3_18oxvg0 | /r/LocalLLaMA/comments/18oxvg0/experts_hate_him_how_this_redditor_rethought_ai/ | false | false | self | 1 | null |
What is the current open source SOTA for TTS? | 29 | Looking for an open source text to speech model. Which ones have you tried and found to be the best? | 2023-12-23T04:17:45 | https://www.reddit.com/r/LocalLLaMA/comments/18oxeuk/what_is_the_current_open_source_sota_for_tts/ | Key-Morning-4712 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18oxeuk | false | null | t3_18oxeuk | /r/LocalLLaMA/comments/18oxeuk/what_is_the_current_open_source_sota_for_tts/ | false | false | self | 29 | null |
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