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Seeking LLM that can check all these boxes, can run fast and be fine tuned on Lenovo Legion 5 pro | 1 | Hi there,
I'm currently exploring an idea of creating a project. For that I require a LLM that can check (atleast have a bare minimum capability) off all these boxes -
1) Be smart enough to understand the tone and context of a given paragraph/entire chapter of let's say a story book or novel.
2) can generate accurat... | 2024-01-06T01:42:04 | https://www.reddit.com/r/LocalLLaMA/comments/18zo1bm/seeking_llm_that_can_check_all_these_boxes_can/ | unkn0wnS0ul2day | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zo1bm | false | null | t3_18zo1bm | /r/LocalLLaMA/comments/18zo1bm/seeking_llm_that_can_check_all_these_boxes_can/ | false | false | self | 1 | null |
Need pc build advice | 1 | I currently have a asus rog cross hair viii dark hero with a ryzen 3900 and 32gig of ram. I am running a 2080 super gpu.
I plan to upgrade to a ryzen 5950x and 128 gig of ram. However, I am unsure about what gpu to get. I am looking at either the MSI liquid cooled 24gb 4090 or two 24 gb 3090’s with nvlink.
The only ... | 2024-01-06T01:38:54 | https://www.reddit.com/r/LocalLLaMA/comments/18znysz/need_pc_build_advice/ | TheHobbyistHacker | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18znysz | false | null | t3_18znysz | /r/LocalLLaMA/comments/18znysz/need_pc_build_advice/ | false | false | self | 1 | null |
Ditching Google Gemini API for a local, OpenAI-style API! Tricks for those making the switch? | 1 | Any tips for converting Gemini to OpenAI-style API calls in an app would be a service to everyone moving to local models. Details below on the problem.
I am trying to switch an app written to use Google PaLM and Gemini APIs to use an OpenAI style API like those used in LM Studio. But Gemini is not 1:1 with OpenAI (i.... | 2024-01-06T01:32:34 | https://www.reddit.com/r/LocalLLaMA/comments/18zntx5/ditching_google_gemini_api_for_a_local/ | underoak | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zntx5 | false | null | t3_18zntx5 | /r/LocalLLaMA/comments/18zntx5/ditching_google_gemini_api_for_a_local/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'DsiOIzUSicS_9zIKwMDQbNT2LOE1o29sSYs49HAmO_k', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/hHuPbOBuX42Zu5_MT0rir3JO7cgRTfjn0ct4UWuqTu4.jpg?width=108&crop=smart&auto=webp&s=a0329d4207ada0345185e70a97a0ef1f27aec034', 'width': 108}, {'height': 113, 'url': 'h... |
Can ollama leverage GPUs on separate machines? | 1 | I was wondering if I can use 2 separate T4 GPUs of 15 GB memory each can be combined to load 30 GB models. We can assume that they're Linux based instances (running Ubuntu based shell) and it's not possible to change anything in the hardware. | 2024-01-06T01:29:44 | https://www.reddit.com/r/LocalLLaMA/comments/18znrka/can_ollama_leverage_gpus_on_separate_machines/ | Shubham_Garg123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18znrka | false | null | t3_18znrka | /r/LocalLLaMA/comments/18znrka/can_ollama_leverage_gpus_on_separate_machines/ | false | false | self | 1 | null |
the basement rig has achieved the next level 96GB | 174 | 2024-01-06T01:12:10 | rdkilla | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18zne2z | false | null | t3_18zne2z | /r/LocalLLaMA/comments/18zne2z/the_basement_rig_has_achieved_the_next_level_96gb/ | false | false | 174 | {'enabled': True, 'images': [{'id': 'vtwbZC2gOTuMoKDg4Z2pO9VkNTfayovHdTVPjaMghC4', 'resolutions': [{'height': 81, 'url': 'https://preview.redd.it/bdngr9tvzpac1.jpeg?width=108&crop=smart&auto=webp&s=22941301de9707a43f1ca1e00afb42a83224c35b', 'width': 108}, {'height': 162, 'url': 'https://preview.redd.it/bdngr9tvzpac1.jp... | |||
I doubt that Gemini ultra will be better than gpt4 | 1 | 2024-01-06T00:46:42 | https://g.co/bard/share/ce6c76bd08de | taikyrio | g.co | 1970-01-01T00:00:00 | 0 | {} | 18zmu1g | false | null | t3_18zmu1g | /r/LocalLLaMA/comments/18zmu1g/i_doubt_that_gemini_ultra_will_be_better_than_gpt4/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'JNL-q2b_DW6e8RuwY5olc0YOj7mBYw8HDWpY5ASIT_w', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/Gt1MAxDsF39zObIq_rAlNwB7xiDfGIjJRKpVJbhGyco.jpg?width=108&crop=smart&auto=webp&s=8065d2a646bb6902d49f35178fe7dfc261e68e64', 'width': 108}, {'height': 113, 'url': 'h... | ||
Gemini Pro SillyTavern | 1 | Is there any way to allow explicit content and violence in the geminis pro model? Something like Jailbreak or something? Thanks for your help | 2024-01-06T00:28:17 | Jorge1022 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18zmexr | false | null | t3_18zmexr | /r/LocalLLaMA/comments/18zmexr/gemini_pro_sillytavern/ | false | false | nsfw | 1 | {'enabled': True, 'images': [{'id': '3xVIo0ipJj81LlexmmE22G2OUcU3tMhpOiKuJuMH82M', 'resolutions': [{'height': 99, 'url': 'https://preview.redd.it/mz9ix5baspac1.jpeg?width=108&crop=smart&auto=webp&s=a96da2b7e80cbaf17f2f5530275ee3fb427eff24', 'width': 108}, {'height': 199, 'url': 'https://preview.redd.it/mz9ix5baspac1.jp... | |
Why don't LoRAs add new information to LLMs | 1 | [removed] | 2024-01-06T00:18:48 | https://www.reddit.com/r/LocalLLaMA/comments/18zm70t/why_dont_loras_add_new_information_to_llms/ | FrostyContribution35 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zm70t | false | null | t3_18zm70t | /r/LocalLLaMA/comments/18zm70t/why_dont_loras_add_new_information_to_llms/ | false | false | self | 1 | null |
An ordered list of GPUs | 17 | There are lots of GPU’s out there. Going from a 1080 to a a100 and everything in between. But in 2024, is there an order of incremental improvement, so someone can pick a dollar figure and see what the best option is for them? | 2024-01-06T00:00:15 | https://www.reddit.com/r/LocalLLaMA/comments/18zlr1r/an_ordered_list_of_gpus/ | Data_Driven_Guy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zlr1r | false | null | t3_18zlr1r | /r/LocalLLaMA/comments/18zlr1r/an_ordered_list_of_gpus/ | false | false | self | 17 | null |
Happy 100k members | 200 | While technically at the time of the writing of this post, this sub has 99.9k members, it might as well be at 100k. I remember when I first came to this subreddit in order to see all of the progress that open source and uncensored models have made in the past few months, and oh boy was there so much progress in these 1... | 2024-01-06T00:00:05 | https://www.reddit.com/r/LocalLLaMA/comments/18zlqua/happy_100k_members/ | AlterandPhil | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zlqua | false | null | t3_18zlqua | /r/LocalLLaMA/comments/18zlqua/happy_100k_members/ | false | false | self | 200 | null |
Overview on rocm support and amd gpus wanted. | 1 | So when browsing through the subreddit it seems like there are ways amd gpus can be used with for example llama.cpp and even igpus work.
So what confuses me us that officially only a handfull of devices support rocm but alot of people seem to be running unsupported cards for example consumer cards. Or igpus including... | 2024-01-05T23:49:31 | https://www.reddit.com/r/LocalLLaMA/comments/18zlhwe/overview_on_rocm_support_and_amd_gpus_wanted/ | Noxusequal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zlhwe | false | null | t3_18zlhwe | /r/LocalLLaMA/comments/18zlhwe/overview_on_rocm_support_and_amd_gpus_wanted/ | false | false | self | 1 | null |
Best open source tools in 2024 for both fine-tuning an LLM on your own data and then running agents on top of these fine-tuned models for a prototype | 1 | Hey there! I'm wondering what the best open source tools are to be able to both fine-tune and utilize agents on your fine-tuned models in a cheap, efficient way? Seems like Deci is now the most efficient open source model ([https://deci.ai/blog/introducing-decilm-7b-the-fastest-and-most-accurate-7b-large-language-model... | 2024-01-05T23:32:40 | https://www.reddit.com/r/LocalLLaMA/comments/18zl321/best_open_source_tools_in_2024_for_both/ | SnooCrickets9704 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zl321 | false | null | t3_18zl321 | /r/LocalLLaMA/comments/18zl321/best_open_source_tools_in_2024_for_both/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'YMYGvgP-znBF_byzEbiK2J9VEj_cz6xTwsbvCVF2ZMw', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/gXK-eKsbQWvGZ95_sy-v_SbYMQz52K0EdBcrdTDbODs.jpg?width=108&crop=smart&auto=webp&s=dc456691285564799d2aac3611ff7a05eee5022d', 'width': 108}, {'height': 121, 'url': 'h... |
Advice on upgrading a gaming rig to run local LLM | 1 | Hey there, complete noob here so I appreciate any help. I have the [following gaming rig](https://ca.pcpartpicker.com/list/tz4RF8) and seem to be able to run some models okay, but quite slow, locally. I also game, so any upgrade wouldn't just be for AI
\---
CPU - AMD Ryzen 7 3700X 3.6 GHz 8-Core Processor
Motherbo... | 2024-01-05T23:24:01 | https://www.reddit.com/r/LocalLLaMA/comments/18zkvoq/advice_on_upgrading_a_gaming_rig_to_run_local_llm/ | NearMissTO | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zkvoq | false | null | t3_18zkvoq | /r/LocalLLaMA/comments/18zkvoq/advice_on_upgrading_a_gaming_rig_to_run_local_llm/ | false | false | self | 1 | null |
Advice on the best place to buy used 3090 in UK | 1 | Subject says it all really, I'm looking to pick up a used 3090 from a reputable source in the UK and wondered if anyone had good experiences with a seller. | 2024-01-05T22:53:43 | https://www.reddit.com/r/LocalLLaMA/comments/18zk613/advice_on_the_best_place_to_buy_used_3090_in_uk/ | Traditional_Fill_459 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zk613 | false | null | t3_18zk613 | /r/LocalLLaMA/comments/18zk613/advice_on_the_best_place_to_buy_used_3090_in_uk/ | false | false | self | 1 | null |
AI-Assisted Search+Fetch Library Recommendations? | 1 | **TL;DR:** Given an english description, how can I search and fetch resources, eg blogs in HTML, or PDFs, etc?
I've built something for [UniteAI](https://github.com/freckletonj/uniteai/blob/master/uniteai/document/download.py) that can take URLs of many flavors (Arxiv, YT, pdf, html, etc), and download, cache, and emb... | 2024-01-05T22:47:34 | https://www.reddit.com/r/LocalLLaMA/comments/18zk0na/aiassisted_searchfetch_library_recommendations/ | BayesMind | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zk0na | false | null | t3_18zk0na | /r/LocalLLaMA/comments/18zk0na/aiassisted_searchfetch_library_recommendations/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'El8GjJcSMjcg_PJzjhrNCimC50coPfvvnrB22Bec2fk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Za8FSw0dYy-dY5mJFWC-LYUGSanGvFG4yeHfLMG8oPk.jpg?width=108&crop=smart&auto=webp&s=4c55caea99a8de1bceecf4cad9056d2178ba5c79', 'width': 108}, {'height': 108, 'url': 'h... |
SqueezeLLM (vllm) MythoMax Benchmark Comparison | 1 | I don't think anyone is asking for this but I wanted to give it a shot, mythomax-13b quantized with squeezellm https://huggingface.co/GusPuffy/sq-MythoMax-L2-13b-w4-s0
It took me a day-ish with an A100 80gb, around ~60gb VRAM during gradient steps.
Performance is atrocious. I am testing using [vllm benchmark](https:/... | 2024-01-05T21:36:42 | https://www.reddit.com/r/LocalLLaMA/comments/18zibrz/squeezellm_vllm_mythomax_benchmark_comparison/ | GusPuffy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zibrz | false | null | t3_18zibrz | /r/LocalLLaMA/comments/18zibrz/squeezellm_vllm_mythomax_benchmark_comparison/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'wqcFmXd_QSFOIkXNvwLgmMyJbsFYCk7h_vhf8urn2Dg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/LZevKK6tb0QZHUkPb7Z1nQ-tmdBJ5iodXRUWIZCMV_w.jpg?width=108&crop=smart&auto=webp&s=8e1095c99b2a3f0f972a17cb6962a5d62a240f01', 'width': 108}, {'height': 116, 'url': 'h... |
LLama CPP Python, GGML, GGUF, cTransformers, AutoGPTQ | 1 | My goal is to generate data using 13b or larger LLMs . I have access to 24 GB GPU and 64 GB RAM. I'm familiar with Python / NLP (not so familiar with C / C++)
I'm very confused with all these libraries , when to use which library ? a little eli5 or links where to begin would be much appreciated. Thank you so much. | 2024-01-05T21:17:38 | https://www.reddit.com/r/LocalLLaMA/comments/18zhvfk/llama_cpp_python_ggml_gguf_ctransformers_autogptq/ | Lumpy-Carob | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zhvfk | false | null | t3_18zhvfk | /r/LocalLLaMA/comments/18zhvfk/llama_cpp_python_ggml_gguf_ctransformers_autogptq/ | false | false | self | 1 | null |
Beginner to LLAMA: How did the model even manage to load and run on my 8GB GPU? Does Pytorch/LLAMA/CUDA use shared GPU memory? | 1 | So I have a Windows machine with 16 GB RAM and 8 GB VRAM. |
I downloaded the 7B LLAMA2 model for fun and managed to get the example_text_completion script running.
My question is: How did that model even fit on my GPU? 7B model at 16bit precision would require at least 14 GB.
As far as I can see, the model would m... | 2024-01-05T21:08:01 | https://www.reddit.com/r/LocalLLaMA/comments/18zhn0o/beginner_to_llama_how_did_the_model_even_manage/ | fish2079 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zhn0o | false | null | t3_18zhn0o | /r/LocalLLaMA/comments/18zhn0o/beginner_to_llama_how_did_the_model_even_manage/ | false | false | self | 1 | null |
Llama pro 8B | 1 | 2024-01-05T21:06:03 | https://x.com/_akhaliq/status/1743345597040451756?t=XcARkNJ0xFDQprD6KKUvig&s=34 | ninjasaid13 | x.com | 1970-01-01T00:00:00 | 0 | {} | 18zhl9d | false | null | t3_18zhl9d | /r/LocalLLaMA/comments/18zhl9d/llama_pro_8b/ | false | false | 1 | {'enabled': False, 'images': [{'id': '37FyVZDZkNnhC3aLulSTkCOW6VFG3D7sqd84Vo24K-c', 'resolutions': [{'height': 85, 'url': 'https://external-preview.redd.it/2yoDoBFX-dsBOvDs63hb2ELdhE1WNC__t069eqQg46A.jpg?width=108&crop=smart&auto=webp&s=1cc2f7d1f04095cf18f38319a57089bd3cb54078', 'width': 108}, {'height': 171, 'url': 'h... | ||
turn by turn bpl eval 7b model showdown | 1 | N:B This doesn't want to compete with the amazing work from raven wolf
I had the need to come up with some evaluation mechanism for turn by turn chat, because many model are amazing at a single turn zero shot but fall apart for long chats, and many models fall apart around the 8k token marks.
so I did the sensible th... | 2024-01-05T20:21:43 | https://www.reddit.com/r/LocalLLaMA/comments/18zgim6/turn_by_turn_bpl_eval_7b_model_showdown/ | LoSboccacc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zgim6 | false | null | t3_18zgim6 | /r/LocalLLaMA/comments/18zgim6/turn_by_turn_bpl_eval_7b_model_showdown/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '2w_rkyQ3BWK6Asx2BGrOb1-Pw-vVHOrItDRNEbEsOtM', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/G3IV4O7pVgcUCyakIjVe1t17f0e_P8_K64a1LJRBnd8.jpg?width=108&crop=smart&auto=webp&s=e910ff55aee46ac3668a1167b2d7d6bdfb084af6', 'width': 108}, {'height': 121, 'url': 'h... |
Merge of CodeLLAMA 7b and Mistral 7b instruct v0.2 | 1 |
Has someone tried to merge CodeLLAMA 7b and Mistral 7b instruct v0.2? My intuition says this will result in a very capable model.
Do you think I should try? | 2024-01-05T20:13:34 | https://www.reddit.com/r/LocalLLaMA/comments/18zgbd4/merge_of_codellama_7b_and_mistral_7b_instruct_v02/ | Independent_Key1940 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zgbd4 | false | null | t3_18zgbd4 | /r/LocalLLaMA/comments/18zgbd4/merge_of_codellama_7b_and_mistral_7b_instruct_v02/ | false | false | self | 1 | null |
Merge of CodeLAMA 7b and Mistral 7b instruct v0.2 | 1 | Has someone tried to merge CodeLLAMA 7b and Mistral 7b instruct v0.2? My intuition says this will result in a very capable model.
Do you think I should try? | 2024-01-05T20:11:39 | https://www.reddit.com/r/LocalLLaMA/comments/18zg9p8/merge_of_codelama_7b_and_mistral_7b_instruct_v02/ | Independent_Key1940 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zg9p8 | false | null | t3_18zg9p8 | /r/LocalLLaMA/comments/18zg9p8/merge_of_codelama_7b_and_mistral_7b_instruct_v02/ | false | false | self | 1 | null |
How can I load a 7b LLM on a 4gb GTX 1650 | 1 | I recently saw a blog post of loading 70b LLM on a free gpu, so I wanted to load Mistral 7b on my own 4gb gpu but couldn't be able to do so. What can I do? | 2024-01-05T19:43:07 | https://www.reddit.com/r/LocalLLaMA/comments/18zfkfr/how_can_i_load_a_7b_llm_on_a_4gb_gtx_1650/ | Ashborn_1001 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zfkfr | false | null | t3_18zfkfr | /r/LocalLLaMA/comments/18zfkfr/how_can_i_load_a_7b_llm_on_a_4gb_gtx_1650/ | false | false | self | 1 | null |
r/LocalLLaMA Starter Pack | 1 | 2024-01-05T19:34:17 | Snapeshot | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18zfcv5 | false | null | t3_18zfcv5 | /r/LocalLLaMA/comments/18zfcv5/rlocalllama_starter_pack/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'tNZsXpr_lK3ai9SZh6c0eI0Ml7qiAiFq_BZtRXnaF1k', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/biq4qqerboac1.png?width=108&crop=smart&auto=webp&s=1bcebef22dcf29ff3398e2ee3aef12c945e79d17', 'width': 108}, {'height': 216, 'url': 'https://preview.redd.it/biq4qqerboac1.pn... | |||
Best model for drawing inferences from large text documents? | 1 | Hi all,
I'm a little late to the LLM party, and I've done some of my own research and tested with trial and error, but I've hit a wall and would appreciate some help. Hope I'm in the right place.
I have text documents containing transcripts ranging from 10 to 20 minutes of conversation each, and I need it to summ... | 2024-01-05T19:27:29 | https://www.reddit.com/r/LocalLLaMA/comments/18zf6zy/best_model_for_drawing_inferences_from_large_text/ | Exact-Armadillo9491 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zf6zy | false | null | t3_18zf6zy | /r/LocalLLaMA/comments/18zf6zy/best_model_for_drawing_inferences_from_large_text/ | false | false | self | 1 | null |
llama.sh: No-messing-around sh client for llama.cpp's server | 1 | 2024-01-05T19:19:17 | https://github.com/m18coppola/llama.sh | m18coppola | github.com | 1970-01-01T00:00:00 | 0 | {} | 18zezz2 | false | null | t3_18zezz2 | /r/LocalLLaMA/comments/18zezz2/llamash_nomessingaround_sh_client_for_llamacpps/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'V_MGE6qVl2Lk_j2K0A8lmcW1F8kXIeD4agXEsOMhIqo', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/77piSSlxC3msmmjePngSh_u2CdFOEFrXonzOFU3XI0o.jpg?width=108&crop=smart&auto=webp&s=32e99737945126dcaf3ab745f38052d1c5081bcd', 'width': 108}, {'height': 108, 'url': 'h... | ||
Fine tuned coqui XTTS voice, how to use the model.pth? | 1 | I've fine-tuned a voice on the Colab notebook https://colab.research.google.com/drive/1GiI4_X724M8q2W-zZ-jXo7cWTV7RfaH-?usp=sharing for xtts model, and also did the same running this notebook locally, and in both cases I downloaded config.json and model.pth . They both give the same errors.
How do I use these finetu... | 2024-01-05T19:06:35 | https://www.reddit.com/r/LocalLLaMA/comments/18zep55/fine_tuned_coqui_xtts_voice_how_to_use_the/ | hwknd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zep55 | false | null | t3_18zep55 | /r/LocalLLaMA/comments/18zep55/fine_tuned_coqui_xtts_voice_how_to_use_the/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'nkhh65ujo5BznFJFojoMPaKjGuLSpPj6KGhRov-ykOg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/0-fRWqjlLadVXj5pfYp4_Oe3xgBWE-_rdjVSn7hlohI.jpg?width=108&crop=smart&auto=webp&s=f34d2dfdbbfa7de0f1956f186fd8430ee96a1a55', 'width': 108}, {'height': 216, 'url': '... |
Can you use 3090 with Tesla P40 on desktop PC? | 4 | I am getting closer to upgrade my PC to 13700 with DDR 6000, still thinking about VRAM
Currently I have 2070 (8GB), I am running GGUF 7B, 10B and 13B
I use Koboldcpp
4090 is expensive and probably not better than 3090 much
So with 24GB VRAM I could use maybe Mixtral 8x7B GGUF and 20B and 33B, probably 70B will be ... | 2024-01-05T18:57:57 | https://www.reddit.com/r/LocalLLaMA/comments/18zeho4/can_you_use_3090_with_tesla_p40_on_desktop_pc/ | jacek2023 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zeho4 | false | null | t3_18zeho4 | /r/LocalLLaMA/comments/18zeho4/can_you_use_3090_with_tesla_p40_on_desktop_pc/ | false | false | self | 4 | null |
Whats the easiest way to do RAG for a folder of pdfs, ppts, docx, etc ? | 1 | Whats the easiest way to do RAG for a folder of pdfs, ppts, docx, etc ?
Ideally with some kind of python bindings or http requests api ? | 2024-01-05T18:33:19 | https://www.reddit.com/r/LocalLLaMA/comments/18zdwu4/whats_the_easiest_way_to_do_rag_for_a_folder_of/ | Able_Conflict3308 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zdwu4 | false | null | t3_18zdwu4 | /r/LocalLLaMA/comments/18zdwu4/whats_the_easiest_way_to_do_rag_for_a_folder_of/ | false | false | self | 1 | null |
New Flairs? | 1 | [removed] | 2024-01-05T18:13:59 | https://www.reddit.com/r/LocalLLaMA/comments/18zdfww/new_flairs/ | JohnRobertSmithy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zdfww | false | null | t3_18zdfww | /r/LocalLLaMA/comments/18zdfww/new_flairs/ | false | false | default | 1 | null |
Function calling using Open Source LLM | 1 | [removed] | 2024-01-05T17:46:07 | https://www.reddit.com/r/LocalLLaMA/comments/18zcrem/function_calling_using_open_source_llm/ | thevatsalsaglani | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zcrem | false | null | t3_18zcrem | /r/LocalLLaMA/comments/18zcrem/function_calling_using_open_source_llm/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'Ugfb1ktBkfZ8i0F-Tg1Mna9RHwFZYrKnUd5uoMit0Z8', 'resolutions': [{'height': 61, 'url': 'https://external-preview.redd.it/QQVNjyLUHX8ZtgmNlNsNNIM_Mh0cFMEbmLSzsPyqS9A.jpg?width=108&crop=smart&auto=webp&s=da173b853334eba94a7d14737096e159a86f5f0d', 'width': 108}, {'height': 123, 'url': 'h... |
Expanding Capabilities through Composition (CALM) | 1 | This is crazy. It is a want to combine two models of different types and mostly keep each models strength. I hope they release the code soon. This would be HUGE for open source.
LLM Augmented LLMs: Expanding Capabilities through Composition
[Rachit Bansal](https://arxiv.org/search/cs?searchtype=author&query=Bansal,+R... | 2024-01-05T17:34:01 | https://www.reddit.com/r/LocalLLaMA/comments/18zcgyp/expanding_capabilities_through_composition_calm/ | knownboyofno | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zcgyp | false | null | t3_18zcgyp | /r/LocalLLaMA/comments/18zcgyp/expanding_capabilities_through_composition_calm/ | false | false | self | 1 | null |
Size dataset for fine tuning llama2 (qlora) | 1 | I am currently trying to fine a llama2 model with qlora, the aim of finetuning is to convert input into its SQL equivalent. I see there are some dataset in HuggingfaceHub like "bugdaryan/sql-create-context-instruction" (about (80k) rows). I understand that if i want to achieve a good perfomance i have to produce the da... | 2024-01-05T16:48:40 | https://www.reddit.com/r/LocalLLaMA/comments/18zbdfb/size_dataset_for_fine_tuning_llama2_qlora/ | JellyfishFriendly3 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zbdfb | false | null | t3_18zbdfb | /r/LocalLLaMA/comments/18zbdfb/size_dataset_for_fine_tuning_llama2_qlora/ | false | false | self | 1 | null |
Telegram and Whatsapp bots with RAG, powered by Mixtral | 1 | [removed] | 2024-01-05T16:36:08 | https://www.reddit.com/r/LocalLLaMA/comments/18zb2lp/telegram_and_whatsapp_bots_with_rag_powered_by/ | Electrical-Profile79 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zb2lp | false | null | t3_18zb2lp | /r/LocalLLaMA/comments/18zb2lp/telegram_and_whatsapp_bots_with_rag_powered_by/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'b0sByEpmigFj6I2QT4QJU75cuEFcnQRESFjK_i5vzRM', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/MlDmYH1Vw8x9cREtGesZbzGh9yvjCEgGQl4HXJ1Mn18.jpg?width=108&crop=smart&auto=webp&s=a5c95f7eeea4cf8a0c66cfff531c5172fbb5871e', 'width': 108}, {'height': 216, 'url': '... |
How to load and use LLaMA-2 for regression | 1 | Hi, I'd like to use LLaMA-2 for a regression task but I have no idea how to load it and train it using Huggingface libraries. I'd appreciate it if someone help me to do this. | 2024-01-05T16:28:20 | https://www.reddit.com/r/LocalLLaMA/comments/18zaw0e/how_to_load_and_use_llama2_for_regression/ | Ornery-Young-7346 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zaw0e | false | null | t3_18zaw0e | /r/LocalLLaMA/comments/18zaw0e/how_to_load_and_use_llama2_for_regression/ | false | false | self | 1 | null |
ReAct Agent tools with Llama.cpp grammars | 1 | Hi folks
I have been trying to play with open source LLMs and agents, and the results have not been great.
I looked at guidance, LMQL and Llama.cpp grammars, seems the latter is very powerful.
However, not finding examples or discussions on enforcing agents to use tools by using it .
If I wanted an agent to have as t... | 2024-01-05T16:10:19 | https://www.reddit.com/r/LocalLLaMA/comments/18zaggh/react_agent_tools_with_llamacpp_grammars/ | rcarrillocruz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18zaggh | false | null | t3_18zaggh | /r/LocalLLaMA/comments/18zaggh/react_agent_tools_with_llamacpp_grammars/ | false | false | self | 1 | null |
Chunking Text & Normalizing embeddings (C#) | 1 | How do I normalize embeddings in C# using the least amount of dependencies?
Normalization - making all embeddings the same size, making the embeddings better comparable.
In my RAG system, Chromadb returns all documents because they're all within 1f of the user input.
I think this failure is due to embeddings not b... | 2024-01-05T15:36:28 | https://www.reddit.com/r/LocalLLaMA/comments/18z9nla/chunking_text_normalizing_embeddings_c/ | 1EvilSexyGenius | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z9nla | false | null | t3_18z9nla | /r/LocalLLaMA/comments/18z9nla/chunking_text_normalizing_embeddings_c/ | false | false | self | 1 | null |
Some thoughts on AI accuracy - what do you think? | 1 | LLMs now have amazingly convincing conversational skills, inference, and creativity, but accuracy and hallucinations are still an issue in even the best AI. What if AI were able to have its own "apps" either internally or externally that it could tap into when accuracy is required?
For example, when being asked a mat... | 2024-01-05T15:29:59 | https://www.reddit.com/r/LocalLLaMA/comments/18z9icx/some_thoughts_on_ai_accuracy_what_do_you_think/ | babesinboyland | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z9icx | false | null | t3_18z9icx | /r/LocalLLaMA/comments/18z9icx/some_thoughts_on_ai_accuracy_what_do_you_think/ | false | false | self | 1 | null |
Andrej Karpathy should stop sitting on the fence. Leave ‘Open’AI or stop talking about Opensource models. | 1 | 2024-01-05T15:29:02 | https://v.redd.it/n1gh1bk24nac1 | TysonUsykFury | /r/LocalLLaMA/comments/18z9hlt/andrej_karpathy_should_stop_sitting_on_the_fence/ | 1970-01-01T00:00:00 | 0 | {} | 18z9hlt | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/n1gh1bk24nac1/DASHPlaylist.mpd?a=1707146943%2CYzVhY2Y2YjVlNWJjMTFjODE2ZDc2ODIyMTNmYmIxY2QyZmQ1MTQwNjY0MjdmYTVjNmRjMTIxZjU0YzgwODgxOA%3D%3D&v=1&f=sd', 'duration': 4, 'fallback_url': 'https://v.redd.it/n1gh1bk24nac1/DASH_1080.mp4?source=fallback', 'ha... | t3_18z9hlt | /r/LocalLLaMA/comments/18z9hlt/andrej_karpathy_should_stop_sitting_on_the_fence/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'amw1eGQ2ZDI0bmFjMRF1mWw9TFj9_Oq6S_bisRSh_1WsS3YXbFzTPMWGN8v_', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/amw1eGQ2ZDI0bmFjMRF1mWw9TFj9_Oq6S_bisRSh_1WsS3YXbFzTPMWGN8v_.png?width=108&crop=smart&format=pjpg&auto=webp&s=164f1f140c54908624a6936d8f9e01006b08e... | ||
NeuralHermes-2.5-Mistral-7B-laser | 1 | NeuralHermes laser version was released.
https://huggingface.co/mlabonne/NeuralHermes-2.5-Mistral-7B-laser
No quants from u/The-Bloke for now.
​
​ | 2024-01-05T15:09:48 | https://www.reddit.com/r/LocalLLaMA/comments/18z9235/neuralhermes25mistral7blaser/ | Feztopia | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z9235 | false | null | t3_18z9235 | /r/LocalLLaMA/comments/18z9235/neuralhermes25mistral7blaser/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'uOG07mSSkQF44_xhFMU2n5HhLHnLtW8KFHZAyxBnuWg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/ys8B7uUSSdr6pzi3slP0n5SB3sNBOp2FgZ7I7cZvL18.jpg?width=108&crop=smart&auto=webp&s=ddb09f9c8a78a83028f27201ff99054023f3b0a5', 'width': 108}, {'height': 116, 'url': 'h... |
Techniques / options to split model inference across multiple LINUX LAN computers (each with CPU&GPU)? | 1 | Techniques / options to split model inference across multiple LINUX LAN computers (each with CPU&GPU)?
I know it's generally possible to use CPU or GPU or CPU+GPU or multiple GPUs within a single computer. But for basic cases (just a consumer with a couple of GPU equipped PCs) what tools / techniques support dividing... | 2024-01-05T15:08:46 | https://www.reddit.com/r/LocalLLaMA/comments/18z91az/techniques_options_to_split_model_inference/ | Calcidiol | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z91az | false | null | t3_18z91az | /r/LocalLLaMA/comments/18z91az/techniques_options_to_split_model_inference/ | false | false | self | 1 | null |
Need help in training in Kaggle | 1 | I wanted to train a model, specifically the llama 7b one, on my native language on Colab or Kaggle, whichever suits the purpose. For that, all I have is a dataset containing 18k Wikipedia articles which, according to the source, is cleaned. Please share any guides and articles regarding the training process and about y... | 2024-01-05T14:37:51 | https://www.reddit.com/r/LocalLLaMA/comments/18z8csu/need_help_in_training_in_kaggle/ | Friendly-Gur-3289 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z8csu | false | null | t3_18z8csu | /r/LocalLLaMA/comments/18z8csu/need_help_in_training_in_kaggle/ | false | false | self | 1 | null |
Beyonder-4x7B-v2 New MoE Model for OpenChat-1210, CodeNinja, Starling-RP, WizardMath | 1 | **Model**: [https://huggingface.co/mlabonne/Beyonder-4x7B-v2](https://huggingface.co/mlabonne/Beyonder-4x7B-v2)
4 experts total, 2 used during inference.
It uses a diverse set of experts (chat, math, code, RP).
It doesn‘t use merges for experts to minimize chance of contamination.
* [**openchat/openchat-3.5-1210... | 2024-01-05T14:18:48 | https://www.reddit.com/r/LocalLLaMA/comments/18z7xvy/beyonder4x7bv2_new_moe_model_for_openchat1210/ | galambalazs | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z7xvy | false | null | t3_18z7xvy | /r/LocalLLaMA/comments/18z7xvy/beyonder4x7bv2_new_moe_model_for_openchat1210/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'Ay4pav7D2T0FFh2_J7B5txmfEpDOucBzM_mjRmi7xjk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/zISak_lig6eE51S9Vlf7zFYDyIxG8AE5uSYB8E3ZiGI.jpg?width=108&crop=smart&auto=webp&s=52fec2467e830eb6ba3c5e3c0ebfa6314cd8818b', 'width': 108}, {'height': 116, 'url': 'h... | |
Trouble creating document Q&A chat bot | 1 | Hello all, I'm trying to create a chat bot for my work so we can query internal documentations. I'm utilizing h2oGPT for this, but my results haven't been so great and I'm having some difficulties understanding how different aspects of my setup are affecting my responses.
We work in a lab that fixes Ericsson and N... | 2024-01-05T13:58:08 | https://www.reddit.com/r/LocalLLaMA/comments/18z7hgj/trouble_creating_document_qa_chat_bot/ | RidesFlysAndVibes | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z7hgj | false | null | t3_18z7hgj | /r/LocalLLaMA/comments/18z7hgj/trouble_creating_document_qa_chat_bot/ | false | false | self | 1 | null |
Question about Data Generation for Region-Description of MLLM | 1 | Hello everyone,
I am currently running code for Shikra, MiniGPT4 and GPT4ROI. I am interested in creating my own Instruction Tuning dataset. However, I am unable to find any open-source scripts or assistance within the community on using prompts to generate corpora with GPT-4. Has anyone come across or seen any releva... | 2024-01-05T13:35:40 | https://www.reddit.com/r/LocalLLaMA/comments/18z713k/question_about_data_generation_for/ | KeepOnIterating | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z713k | false | null | t3_18z713k | /r/LocalLLaMA/comments/18z713k/question_about_data_generation_for/ | false | false | self | 1 | null |
【Help about Data Generation of MLLM】 | 1 | Hello everyone,
I am currently running code for Shikra and MiniGPT4. I am interested in creating my own Instruction Tuning dataset. However, I am unable to find any open-source scripts or assistance within the community on using prompts to generate corpora with GPT-4. Has anyone come across or seen any relevant open-... | 2024-01-05T13:23:40 | https://www.reddit.com/r/LocalLLaMA/comments/18z6sct/help_about_data_generation_of_mllm/ | KeepOnIterating | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z6sct | false | null | t3_18z6sct | /r/LocalLLaMA/comments/18z6sct/help_about_data_generation_of_mllm/ | false | false | self | 1 | null |
Understanding LLMs: A comprehensive overview from training to inference | 1 | 2024-01-05T12:59:27 | https://arxiv.org/abs/2401.02038 | llamaShill | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 18z6bed | false | null | t3_18z6bed | /r/LocalLLaMA/comments/18z6bed/understanding_llms_a_comprehensive_overview_from/ | false | false | default | 1 | null | |
Gains from 16gb ram to 32gb ram worth it? Even more questions in the post (The pc is the bottleneck, I get it) | 1 | CPU: Intel(R) Core(TM) i7-9700K CPU @ 3.60GHz
GPU: Geforce GTX 1080 Ti
Motherboard: Z390 M GAMING-CF
Ram: 8 GB x 2 ddr4 ram (2133 MHz according to task manager)
I have been running Noromaid-v0.1-mixtral-8x7b-Instruct at q3\_k\_m (20 GB) and I get about 2.2 tk/s - 1.3 tk/s with context loaded. I think this is the e... | 2024-01-05T12:49:19 | https://www.reddit.com/r/LocalLLaMA/comments/18z64sk/gains_from_16gb_ram_to_32gb_ram_worth_it_even/ | Far-Gap-7977 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z64sk | false | null | t3_18z64sk | /r/LocalLLaMA/comments/18z64sk/gains_from_16gb_ram_to_32gb_ram_worth_it_even/ | false | false | self | 1 | null |
Experience with removing fans from RTX3090/4090? | 1 | [removed] | 2024-01-05T12:12:06 | https://www.reddit.com/r/LocalLLaMA/comments/18z5hb4/experience_with_removing_fans_from_rtx30904090/ | Freefallr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z5hb4 | false | null | t3_18z5hb4 | /r/LocalLLaMA/comments/18z5hb4/experience_with_removing_fans_from_rtx30904090/ | false | false | self | 1 | null |
Unable to run langchain or ollama via python. Can run ollama via terminal just fine, but unable to make it work in a script. Please help! | 1 | [removed] | 2024-01-05T12:06:03 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 18z5dor | false | null | t3_18z5dor | /r/LocalLLaMA/comments/18z5dor/unable_to_run_langchain_or_ollama_via_python_can/ | false | false | default | 1 | null | ||
Model recommendation for long answer evaluation | 1 | I'm building a system where I need an OSS model to evaluate upto 200-300 word subjective answers with the question given. I'll only needs it for such single turn tasks. No conversations or chat capabilities required , but I will need it to generate a model answer. Anywhere from 30b - 70b models would be fine.
Im con... | 2024-01-05T12:02:06 | https://www.reddit.com/r/LocalLLaMA/comments/18z5b95/model_recommendation_for_long_answer_evaluation/ | 1_archit_1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z5b95 | false | null | t3_18z5b95 | /r/LocalLLaMA/comments/18z5b95/model_recommendation_for_long_answer_evaluation/ | false | false | self | 1 | null |
Trying to run Ollama via Python and Ollama wouldn't work | 1 | I have it installed on my Mac and its working via the terminal. But now I want to run it from a python script. I have tried installing it so many times now and it says its intalled but when I run it it throws a no module found error and says no module names ollama.
Then tried downloading langchain to fetch ollama fro... | 2024-01-05T11:21:52 | https://www.reddit.com/r/LocalLLaMA/comments/18z4ncf/trying_to_run_ollama_via_python_and_ollama/ | xylont | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z4ncf | false | null | t3_18z4ncf | /r/LocalLLaMA/comments/18z4ncf/trying_to_run_ollama_via_python_and_ollama/ | false | false | self | 1 | null |
The Future of LLM Systems Evaluation | 1 | I wanted to spark a discussion around the future of LLM system evaluations (not LLM model evals).
Human evaluation still remains the most reliable method for evaluating outputs of LLM systems. However, it's extremely time-consuming and very expensive. Therefore, sometimes the only evaluation method possible, specially... | 2024-01-05T10:38:15 | https://www.reddit.com/r/LocalLLaMA/comments/18z3ygo/the_future_of_llm_systems_evaluation/ | bergr7 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z3ygo | false | null | t3_18z3ygo | /r/LocalLLaMA/comments/18z3ygo/the_future_of_llm_systems_evaluation/ | false | false | self | 1 | null |
How has this not been mentioned here before? Layla | 1 | Okay, maybe I am crazy but I did a search and it had no hits for me on this subreddit...
How has nobody talked about Layla?
Phone app which runs a hardware-accelerated local AI model? Layla app by "Layla Network.AI" is on IOS and android.
Given Sherpa and MLCchat are kinda dead now, and Termux + Koboldcpp is slow and... | 2024-01-05T10:06:33 | https://www.reddit.com/r/LocalLLaMA/comments/18z3hqa/how_has_this_not_been_mentioned_here_before_layla/ | Derpy_Ponie | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z3hqa | false | null | t3_18z3hqa | /r/LocalLLaMA/comments/18z3hqa/how_has_this_not_been_mentioned_here_before_layla/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'rfNB09Gf5zkQIjjLzajs3quYIjwIaJLfjuMjxUc9kqQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/pStBkQSkha8RsQ0qD1AZeRelFGmNgRU7m_edM51Y-iA.jpg?width=108&crop=smart&auto=webp&s=919346f7ac2e7659560e5a0a86fcd3569fc802f6', 'width': 108}, {'height': 108, 'url': 'h... |
Recommendations needed | 1 | [removed] | 2024-01-05T10:06:20 | https://www.reddit.com/r/LocalLLaMA/comments/18z3hlp/recommendations_needed/ | Free-Big9862 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z3hlp | false | null | t3_18z3hlp | /r/LocalLLaMA/comments/18z3hlp/recommendations_needed/ | false | false | self | 1 | null |
Does Vicuna includes a special token for aggregate sequence representation (similar as BERT) | 1 | As Vicuna is based on the transformer architecture, I am curious about the presence of special tokens, more precisely about the \[CLS\] classification token, that is an aggregate representation of the whole sequence and it is commonly used at the beginning of each input sequence. | 2024-01-05T09:58:05 | https://www.reddit.com/r/LocalLLaMA/comments/18z3cwa/does_vicuna_includes_a_special_token_for/ | Its_All_Chain_Rules | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z3cwa | false | null | t3_18z3cwa | /r/LocalLLaMA/comments/18z3cwa/does_vicuna_includes_a_special_token_for/ | false | false | self | 1 | null |
Why is there no copilot for messengers? | 1 | There are various proprietary and FOSS solutions for coding, but I haven't come across anything beyond some basic scripts. I get that it requires a lot more personalization than a coding solution and thus probably finetuned models.
However, shouldn't it be relatively doable by now with various tiny models that can ru... | 2024-01-05T09:57:13 | https://www.reddit.com/r/LocalLLaMA/comments/18z3ch4/why_is_there_no_copilot_for_messengers/ | AbstractContract | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z3ch4 | false | null | t3_18z3ch4 | /r/LocalLLaMA/comments/18z3ch4/why_is_there_no_copilot_for_messengers/ | false | false | self | 1 | null |
This is what we get for gaslighting LLMs with the kitten prompt | 1 | 2024-01-05T09:37:47 | https://www.reddit.com/gallery/18z32i3 | Rivridis | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 18z32i3 | false | null | t3_18z32i3 | /r/LocalLLaMA/comments/18z32i3/this_is_what_we_get_for_gaslighting_llms_with_the/ | false | false | 1 | null | ||
Named Entity Recognition + instance classification | 1 | [removed] | 2024-01-05T09:27:20 | https://www.reddit.com/r/LocalLLaMA/comments/18z2wx0/named_entity_recognition_instance_classification/ | EnnioEvo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z2wx0 | false | null | t3_18z2wx0 | /r/LocalLLaMA/comments/18z2wx0/named_entity_recognition_instance_classification/ | false | false | self | 1 | null |
Is this the best RAG pipeline upto now?, using Mistral LLM model 7B, BGE embedding model, Correct me if iam doing any wrong | 1 |
from flask import Flask, render\_template, redirect, url\_for, request, jsonify, session, send\_from\_directory
from flask\_socketio import SocketIO, emit
from flask\_caching import Cache
from concurrent.futures import ThreadPoolExecutor
from langchain.prompts import PromptTemplate
from langchain.chains im... | 2024-01-05T09:17:20 | https://www.reddit.com/r/LocalLLaMA/comments/18z2rhi/is_this_the_best_rag_pipeline_upto_now_using/ | akhilpanja | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z2rhi | false | null | t3_18z2rhi | /r/LocalLLaMA/comments/18z2rhi/is_this_the_best_rag_pipeline_upto_now_using/ | false | false | self | 1 | null |
How do you guys cope with ai addiction? Hardware advice for someone who realizes is too obsessed. | 1 | *bit of a rant* I am sat here surrounded by hardware and realize that I have gotten over my head with this hobby lol. Currently have an amd 7950x3d system that I built just for ai (i was a cypto mining obsessed a few years ago dont even want to think how much money i wasted doing that) and have suspected autism so I t... | 2024-01-05T09:15:45 | https://www.reddit.com/r/LocalLLaMA/comments/18z2qlx/how_do_you_guys_cope_with_ai_addiction_hardware/ | fluffywuffie90210 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z2qlx | false | null | t3_18z2qlx | /r/LocalLLaMA/comments/18z2qlx/how_do_you_guys_cope_with_ai_addiction_hardware/ | false | false | self | 1 | null |
Do you think training will be possible in the near future on Apple silicon M3 Max? | 1 | I'm curious if MLX framework matures, training would be much faster on the M3 Max.. or is simply the fact that FLOPS are low it is impossible. I'm debating if I should keep my specced out Macbook as besides development I bought it for ML too. | 2024-01-05T08:53:43 | https://www.reddit.com/r/LocalLLaMA/comments/18z2en8/do_you_think_training_will_be_possible_in_the/ | BukHunt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z2en8 | false | null | t3_18z2en8 | /r/LocalLLaMA/comments/18z2en8/do_you_think_training_will_be_possible_in_the/ | false | false | self | 1 | null |
Production - LLM horizontal scaling | 1 | Is anyone here running horizontaly scalable LLMs in production?
My company has a use case where we need to offer private hosting of LLMs to our customers on their cloud providers (let’s say, aws). We should allow serving something like Mixtral to support the order of magnitude of 100k of users, with autoscaling. Verti... | 2024-01-05T08:51:40 | https://www.reddit.com/r/LocalLLaMA/comments/18z2dja/production_llm_horizontal_scaling/ | micamecava | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z2dja | false | null | t3_18z2dja | /r/LocalLLaMA/comments/18z2dja/production_llm_horizontal_scaling/ | false | false | self | 1 | null |
Train LLAMA 2 with a chat dataset | 1 | I'm new to the realm of LLMS and have been attempting to build a chatbot using LLAMA2 with a chat dataset. The format of the chat dataset looks like this:
###Human: How to use the developed view for the sheet metal tool?
###Assistant: Oh! I understand. This is specific to the Generate developed view for s... | 2024-01-05T08:49:05 | https://www.reddit.com/r/LocalLLaMA/comments/18z2c3d/train_llama_2_with_a_chat_dataset/ | _the_bb_man | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z2c3d | false | null | t3_18z2c3d | /r/LocalLLaMA/comments/18z2c3d/train_llama_2_with_a_chat_dataset/ | false | false | self | 1 | null |
vLLM on Windows PC | 6 |
Docker compose to run vLLM on windows. Significantly speedsup local Ilm app development.
Once setup, its "one click" to start or can be configured to start on startup. | 2024-01-05T08:41:57 | https://github.com/aneeshjoy/vllm-windows | a4ai | github.com | 1970-01-01T00:00:00 | 0 | {} | 18z28i3 | false | null | t3_18z28i3 | /r/LocalLLaMA/comments/18z28i3/vllm_on_windows_pc/ | false | false | 6 | {'enabled': False, 'images': [{'id': 'FsJYyfl4eD44aVKUW5di9PuVFcQCMcMe_XoXVmXhPNo', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/_m-S0oBFsjdKcKPgwD4xAS6xzkygCqWuwm9KB4v6GG8.jpg?width=108&crop=smart&auto=webp&s=794bbcca4f83011545bd89fa399f9a10be38463a', 'width': 108}, {'height': 108, 'url': 'h... | |
Best way to train quantised mixtral 8x7b on an m1 Mac? | 1 | I've got mixtral-8x7b-instruct_q4_0k_m running my 32gb m1 Mac with llama.cpp and would now like to fine tune it on my own data.
Is there a way currently to get this working preferably running on metal with my current setup or would I have to use an aws server or something?
Also is training 4 bit quantised models effect... | 2024-01-05T08:09:08 | https://www.reddit.com/r/LocalLLaMA/comments/18z1r1f/best_way_to_train_quantised_mixtral_8x7b_on_an_m1/ | CloudsOfMagellan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z1r1f | false | null | t3_18z1r1f | /r/LocalLLaMA/comments/18z1r1f/best_way_to_train_quantised_mixtral_8x7b_on_an_m1/ | false | false | self | 1 | null |
Serve Mixtral-8x7B-Instruct-v0.1 at scale via 8xV100s - what to do? | 1 | I have access to a rig with 8 V100s (**16GB**) at work and am trying to serve a GPT-3.5-level model (chatting, coding, maybe RAG one day when we get more GPUs) to maybe 20-50 concurrent users at a "decent" speed; would appreciate guidance on best ways to achieve this.
I'd previously used `vllm` with great success, so ... | 2024-01-05T07:05:00 | https://www.reddit.com/r/LocalLLaMA/comments/18z0rfk/serve_mixtral8x7binstructv01_at_scale_via_8xv100s/ | ablasionet | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z0rfk | false | null | t3_18z0rfk | /r/LocalLLaMA/comments/18z0rfk/serve_mixtral8x7binstructv01_at_scale_via_8xv100s/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'o0Pvqc9HgbKKK4j-P_VfiebwEw60_6eZvMAq9CKtn-U', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Npt-NzkdnPQm4CMd_5o7KWtqIfhSEOWwnVOTdTskrig.jpg?width=108&crop=smart&auto=webp&s=200345b0df7122d549939c8ff9b7113f64d03587', 'width': 108}, {'height': 108, 'url': 'h... |
Best open model for controlling browser/computer via vision? (alt to gpt-4-vision) | 1 | [removed] | 2024-01-05T06:49:40 | https://www.reddit.com/r/LocalLLaMA/comments/18z0ifc/best_open_model_for_controlling_browsercomputer/ | Away-Bird-6339 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z0ifc | false | null | t3_18z0ifc | /r/LocalLLaMA/comments/18z0ifc/best_open_model_for_controlling_browsercomputer/ | false | false | self | 1 | null |
Training LLM : A100 vs 4x4096 | 1 | [removed] | 2024-01-05T06:39:23 | https://www.reddit.com/r/LocalLLaMA/comments/18z0cgu/training_llm_a100_vs_4x4096/ | Electronic_Hawk524 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18z0cgu | false | null | t3_18z0cgu | /r/LocalLLaMA/comments/18z0cgu/training_llm_a100_vs_4x4096/ | false | false | self | 1 | null |
LLaMA Pro: Progressive LLaMA with Block Expansion (Unreleased) | 1 | 2024-01-05T06:27:08 | https://arxiv.org/abs/2401.02415 | ninjasaid13 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 18z04x5 | false | null | t3_18z04x5 | /r/LocalLLaMA/comments/18z04x5/llama_pro_progressive_llama_with_block_expansion/ | false | false | default | 1 | null | |
Best 7/13B model (keras/tensorflow only) for Summarization and Q&A | 1 | Due to constraints, I am unable to download or use any of the pytorch models from hugging face. I have a use case where I want to retrieve the best domain specific summarization and Q&A and would like suggestions/opinions on which is the best 7b or 13b keras/tensorflow model. I do intend to implement RAG or finetune my... | 2024-01-05T06:09:21 | https://www.reddit.com/r/LocalLLaMA/comments/18yztur/best_713b_model_kerastensorflow_only_for/ | xxxysss | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18yztur | false | null | t3_18yztur | /r/LocalLLaMA/comments/18yztur/best_713b_model_kerastensorflow_only_for/ | false | false | self | 1 | null |
Train NMT Model on dictionary | 1 | [removed] | 2024-01-05T06:01:50 | https://www.reddit.com/r/LocalLLaMA/comments/18yzoxd/train_nmt_model_on_dictionary/ | Tejasw__ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18yzoxd | false | null | t3_18yzoxd | /r/LocalLLaMA/comments/18yzoxd/train_nmt_model_on_dictionary/ | false | false | self | 1 | null |
MLX supports Qlora now | 1 | It looks like we are going to have a fun weekend.
[https://github.com/ml-explore/mlx-examples/blob/main/lora/README.md](https://github.com/ml-explore/mlx-examples/blob/main/lora/README.md) | 2024-01-05T05:37:25 | https://www.reddit.com/r/LocalLLaMA/comments/18yz8kc/mlx_supports_qlora_now/ | mzbacd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18yz8kc | false | null | t3_18yz8kc | /r/LocalLLaMA/comments/18yz8kc/mlx_supports_qlora_now/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'atNhb1h67EWqlmkGT-I0K6vd1XYc0t1pJKThB2o_oGk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/AeFC9U1eAkLewYejToCusQDhQdVV8zlXJcudS06Q1QM.jpg?width=108&crop=smart&auto=webp&s=a9427a08f98042fa8a0caaa8dff84db7ea4f0450', 'width': 108}, {'height': 108, 'url': 'h... |
Looking for a Handy LLM for Survival & DIY – Any Suggestions? | 1 | Question for y’all – does anyone know of a small model specialized in survival, first aid, and other DIY stuff? Something between 3b-7b so it can run on a mid-spec phone.
I’m stoned, watching The Last of Us, and I can see this being really useful in many different scenarios, ranging from getting lost in the wilderness... | 2024-01-05T05:37:00 | https://www.reddit.com/r/LocalLLaMA/comments/18yz8at/looking_for_a_handy_llm_for_survival_diy_any/ | cajun_spice | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18yz8at | false | null | t3_18yz8at | /r/LocalLLaMA/comments/18yz8at/looking_for_a_handy_llm_for_survival_diy_any/ | false | false | self | 1 | null |
Lamar2 Text Classification and Conditions | 1 | [removed] | 2024-01-05T05:36:12 | https://www.reddit.com/r/LocalLLaMA/comments/18yz7si/lamar2_text_classification_and_conditions/ | No_Concentrate_267 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18yz7si | false | null | t3_18yz7si | /r/LocalLLaMA/comments/18yz7si/lamar2_text_classification_and_conditions/ | false | false | self | 1 | null |
Best models for CPU without GPU? | 1 | My specs:
Ryzen 5 7535U, 6 cores 12 threads, Zen 3 (equal to Ryzen 5 6600u)
RAM: 16 GB LPDDR5-6400MT/s,
GPU: integrated Radeon 660M based on the RDNA2
\---
Which models should I use: 13b, 7b, q3-q5, gguf ?
How many threads in Koboldcpp settings 6 or 12 ? By default it sets to OpenBLAS, 5 threads, context: 20... | 2024-01-05T05:29:39 | https://www.reddit.com/r/LocalLLaMA/comments/18yz3ba/best_models_for_cpu_without_gpu/ | medgel | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18yz3ba | false | null | t3_18yz3ba | /r/LocalLLaMA/comments/18yz3ba/best_models_for_cpu_without_gpu/ | false | false | self | 1 | null |
which checkpoint to use from seeing the loss curve | 1 | Hi, I have finetuned a model on QLoRA setup, the below is the training loss curve
​
I have found while using the checkpoint of 2500(where the loss starting to get saturated), I am getting very good text generation capabilities, but while if I use the last checkpoint, the text generation is very poor and not co... | 2024-01-05T05:10:13 | https://www.reddit.com/r/LocalLLaMA/comments/18yyqmq/which_checkpoint_to_use_from_seeing_the_loss_curve/ | Medium-Quantity1514 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18yyqmq | false | null | t3_18yyqmq | /r/LocalLLaMA/comments/18yyqmq/which_checkpoint_to_use_from_seeing_the_loss_curve/ | false | false | self | 1 | null |
How would a crypto GPU riser impact LLM inference / training? | 1 | [removed] | 2024-01-05T04:24:38 | https://www.reddit.com/r/LocalLLaMA/comments/18yxvhq/how_would_a_crypto_gpu_riser_impact_llm_inference/ | aidantheman18 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18yxvhq | false | null | t3_18yxvhq | /r/LocalLLaMA/comments/18yxvhq/how_would_a_crypto_gpu_riser_impact_llm_inference/ | false | false | self | 1 | null |
RAG vs. Context-Window in GPT-4: accuracy, cost, & latency | 1 | 2024-01-05T04:14:49 | https://www.copilotkit.ai/blog/posts/rag-vs-context-window-in-gpt4-accuracy-cost | sleepysiding22 | copilotkit.ai | 1970-01-01T00:00:00 | 0 | {} | 18yxomp | false | null | t3_18yxomp | /r/LocalLLaMA/comments/18yxomp/rag_vs_contextwindow_in_gpt4_accuracy_cost_latency/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'rLxKs70_iqiRgzl_MNK8AUGhqA_hk6Ea2beBuhMrYEg', 'resolutions': [{'height': 61, 'url': 'https://external-preview.redd.it/6sCICLLWQN1tR2mWC2yva9nPn44o7xMpF47N0vvlUD8.jpg?width=108&crop=smart&auto=webp&s=02e0c80d306f5f7e2657314cec3a017583b7ca1b', 'width': 108}, {'height': 123, 'url': 'h... | ||
SMoE Architectures? | 1 | I've been researching and reading old papers on SMoE architectures lately. I'd been toying with the idea for a few months before Mistral released Mixtral, but there success with Mixtral really kicked my research into high gear.
I was wondering if anyone here has experimented with their own sparsely activated MoE? What... | 2024-01-05T03:58:17 | https://www.reddit.com/r/LocalLLaMA/comments/18yxcre/smoe_architectures/ | LoadingALIAS | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18yxcre | false | null | t3_18yxcre | /r/LocalLLaMA/comments/18yxcre/smoe_architectures/ | false | false | self | 1 | null |
5.0bpw and 8.0bpw exl2 AIRIC-The-Mistral quants. The most human bot: because it's part me | 1 | 2024-01-05T03:53:43 | https://huggingface.co/ericpolewski/AIRIC-The-Mistral-5.0bpw-exl2 | LetMeGuessYourAlts | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 18yx9nl | false | null | t3_18yx9nl | /r/LocalLLaMA/comments/18yx9nl/50bpw_and_80bpw_exl2_airicthemistral_quants_the/ | false | false | 1 | {'enabled': False, 'images': [{'id': '_EQZb5k-0umStsdqikP2jyrMNQ3cD4romsmWhi_Kgn8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/qsZAALiPuOfXkrcM9eUo2L5ti5DRtP86ADIxC0cxrL0.jpg?width=108&crop=smart&auto=webp&s=8c9776fcad043e87c468ce3ac1a3fd5050a6dd28', 'width': 108}, {'height': 116, 'url': 'h... | ||
What's the best free Voice Cloning / TTS tool for preserving accents? | 1 | Hi everyone!
I'm thinking about setting up a system, either local or online to have a cloned voice read me long articles that I'm too lazy to read with my eyes.
I'm looking for an option with no limits (so probably local would be the only choice) and it's REALLY important to me that the cloned voice would retain th... | 2024-01-05T03:43:02 | https://www.reddit.com/r/LocalLLaMA/comments/18yx2dj/whats_the_best_free_voice_cloning_tts_tool_for/ | reza2kn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18yx2dj | false | null | t3_18yx2dj | /r/LocalLLaMA/comments/18yx2dj/whats_the_best_free_voice_cloning_tts_tool_for/ | false | false | self | 1 | null |
Finding the best 13b model for roleplay | 3 | I have been using mistral-7b-openorca with basic jailbreaking and characters for a month now for rp and my knees are quite weak now and have a bicep. I tried some 13b models that are supposed to be uncensored but are pretty bad at rp and general stuff some refer stuff as "And then his unmentionable parts became aroused... | 2024-01-05T03:08:56 | https://www.reddit.com/r/LocalLLaMA/comments/18ywdir/finding_the_best_13b_model_for_roleplay/ | Patient_Ad_6701 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ywdir | false | null | t3_18ywdir | /r/LocalLLaMA/comments/18ywdir/finding_the_best_13b_model_for_roleplay/ | false | false | default | 3 | null |
7B-13B Uncensores LLMs with larger context window? | 1 | I can’t run Mixtral’s 8x7b with its 32K context window but I’m wondering what may be smaller and have the largest window?
How can I sort by this on Hugginfface?
Is there a smaller quantized 8x7b that I could run and would it keep its context window?
Thanks! | 2024-01-05T03:03:56 | https://www.reddit.com/r/LocalLLaMA/comments/18yw9rl/7b13b_uncensores_llms_with_larger_context_window/ | AmericanKamikaze | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18yw9rl | false | null | t3_18yw9rl | /r/LocalLLaMA/comments/18yw9rl/7b13b_uncensores_llms_with_larger_context_window/ | false | false | self | 1 | null |
Putting a stop to a particular argument that I see here constantly....... | 1 | “LLM cannot do reasoning or mathematics”
GPT 4 is better at GPT 3.5 on reasoning and maths questions that are NOT in its training data. And 3.5 is better than many open source models that we use.
Any one that uses a 7B or even a 13B open source model who have also used 3.5, Gemini pro and GPT 4 knows what I am talkin... | 2024-01-05T02:19:43 | https://www.reddit.com/r/LocalLLaMA/comments/18yvbvd/putting_a_stop_to_a_particular_argument_that_i/ | TysonUsykFury | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18yvbvd | false | null | t3_18yvbvd | /r/LocalLLaMA/comments/18yvbvd/putting_a_stop_to_a_particular_argument_that_i/ | false | false | self | 1 | null |
Dumb question, perhaps. How do I enable internet access for a locally run AI? | 1 | I would like it if the model I'm running were able to answer questions based on current information, available on the current internet. For example, I'm running a model called mythomax, a great conversational AI, but it can only give answers based on a static dataset, not answer a question about something currently onl... | 2024-01-05T02:06:51 | https://www.reddit.com/r/LocalLLaMA/comments/18yv28m/dumb_question_perhaps_how_do_i_enable_internet/ | caidicus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18yv28m | false | null | t3_18yv28m | /r/LocalLLaMA/comments/18yv28m/dumb_question_perhaps_how_do_i_enable_internet/ | false | false | self | 1 | null |
Fine tuning for coding | 1 | I'm looking for a nudge in the right direction. I've been watching videos where people upload a csv of 100 questions/responses and call that "fine tuning" their LLM. I've been loving the offline modals, especially when it comes to dealing with my client data.
I'm a software developer and I'm looking to fine tun... | 2024-01-05T00:18:56 | https://www.reddit.com/r/LocalLLaMA/comments/18ysntg/fine_tuning_for_coding/ | mudmin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ysntg | false | null | t3_18ysntg | /r/LocalLLaMA/comments/18ysntg/fine_tuning_for_coding/ | false | false | self | 1 | null |
Mixtral gguf giving gibberish responses | 1 | Hi everybody! As per title I've downloaded the [mixtral-8x7b-instruct-v0.1.Q5\_K\_M.gguf](https://huggingface.co/TheBloke/Mixtral-8x7B-Instruct-v0.1-GGUF/blob/main/mixtral-8x7b-instruct-v0.1.Q5_K_M.gguf) from TheBloke page. I tried setting it up in TextGeneration WebUi with no success at all, each response it gives is... | 2024-01-05T00:06:25 | https://www.reddit.com/r/LocalLLaMA/comments/18ysdcc/mixtral_gguf_giving_gibberish_responses/ | Relative_Bit_7250 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ysdcc | false | null | t3_18ysdcc | /r/LocalLLaMA/comments/18ysdcc/mixtral_gguf_giving_gibberish_responses/ | false | false | self | 1 | null |
What are the best medical diagnosis models? ChatGPT4 refuses to answer too often. | 1 | [removed] | 2024-01-04T23:40:57 | https://www.reddit.com/r/LocalLLaMA/comments/18yrr4j/what_are_the_best_medical_diagnosis_models/ | freshlyLinux | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18yrr4j | false | null | t3_18yrr4j | /r/LocalLLaMA/comments/18yrr4j/what_are_the_best_medical_diagnosis_models/ | false | false | self | 1 | null |
Small model for "Open Interpreter" use recommendation? | 1 | I've been trying out many different models with the tool "Open Interpreter"
[https://github.com/KillianLucas/open-interpreter/](https://github.com/KillianLucas/open-interpreter/)
GPT-4 Is obviously the best but i feel like even the 7B models (mistral and deeepseek coder) are pretty close. does anyone know any fin... | 2024-01-04T23:20:34 | https://www.reddit.com/r/LocalLLaMA/comments/18yr9u2/small_model_for_open_interpreter_use/ | AJ47 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18yr9u2 | false | null | t3_18yr9u2 | /r/LocalLLaMA/comments/18yr9u2/small_model_for_open_interpreter_use/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'QpbBUIdv1RejQ-c6SXbmnoPMe83ErrNIc_QzVO6Nz_c', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/AtNcL4PMos3rZPlemINkaEdp9_dwQ8iZ5pLbGGM8AJg.jpg?width=108&crop=smart&auto=webp&s=e06f4bdd841e37d03518faa579153fe2efaa1216', 'width': 108}, {'height': 121, 'url': 'h... |
Is Anyone Doing LLaVa 1.5 Finetuning with Windows? | 1 | I'm guessing not but thought I'd at least ask before dual booting just for training. | 2024-01-04T23:03:18 | https://www.reddit.com/r/LocalLLaMA/comments/18yqv42/is_anyone_doing_llava_15_finetuning_with_windows/ | daedalus1982 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18yqv42 | false | null | t3_18yqv42 | /r/LocalLLaMA/comments/18yqv42/is_anyone_doing_llava_15_finetuning_with_windows/ | false | false | self | 1 | null |
LLM for RAG - embedding and chat not compatible? | 1 | Ok so I'm in early stages of developing a RAG system for communication (emails mostly), and so far, the plan is as follows: use langchain to load email files and get metadata, use mistral:instruct on ollama to embed content, save all emails as chunks in elasticsearch database along with metadata, use langchain with mis... | 2024-01-04T22:31:59 | https://www.reddit.com/r/LocalLLaMA/comments/18yq2a1/llm_for_rag_embedding_and_chat_not_compatible/ | _donau_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18yq2a1 | false | null | t3_18yq2a1 | /r/LocalLLaMA/comments/18yq2a1/llm_for_rag_embedding_and_chat_not_compatible/ | false | false | default | 1 | null |
LLM for RAG - embedding and chat not compatible? | 1 | Ok so I'm in early stages of developing a RAG system for communication (emails mostly), and so far, the plan is as follows: use langchain to load email files and get metadata, use mistral:instruct on ollama to embed content, save all emails as chunks in elasticsearch database along with metadata, use langchain with mis... | 2024-01-04T22:31:43 | https://www.reddit.com/r/LocalLLaMA/comments/18yq1y6/llm_for_rag_embedding_and_chat_not_compatible/ | _donau_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18yq1y6 | false | null | t3_18yq1y6 | /r/LocalLLaMA/comments/18yq1y6/llm_for_rag_embedding_and_chat_not_compatible/ | false | false | self | 1 | null |
WhiteRabbitNeo - Cybersecurity AI - (HackerGPT) | 1 | [removed] | 2024-01-04T22:21:13 | https://www.reddit.com/r/LocalLLaMA/comments/18yprm1/whiterabbitneo_cybersecurity_ai_hackergpt/ | migtissera | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18yprm1 | false | null | t3_18yprm1 | /r/LocalLLaMA/comments/18yprm1/whiterabbitneo_cybersecurity_ai_hackergpt/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '70xijO5cDiq9X1zc-Fi-bk7JwG5lVNZCV3ToXSuEpsA', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/dWTztq3tPuk6eEt_OMSE7pE7rDmSjRn17h-g36SxpIA.jpg?width=108&crop=smart&auto=webp&s=8a345c20c49c1457631c1991672eb855d048f769', 'width': 108}, {'height': 162, 'url': 'h... |
So... what's the purpose of a local LLM? | 1 | I love fiddling with tech and think I'd enjoy working on a local LLM, but I'm having trouble thinking of HOW I would actually use it once I get it all set up.
What do you use yours for that you either can't or wouldn't feel comfortable using a non-local option for? | 2024-01-04T22:18:14 | https://www.reddit.com/r/LocalLLaMA/comments/18ypoyf/so_whats_the_purpose_of_a_local_llm/ | scambl | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ypoyf | false | null | t3_18ypoyf | /r/LocalLLaMA/comments/18ypoyf/so_whats_the_purpose_of_a_local_llm/ | false | false | self | 1 | null |
Pages to stay up to date on AI | 1 | Hi, I'm new to this model stuff, I see that very often new models come out or they make a fine tuning of two models and I wanted to ask you if you know some pages to keep me updated on these topics.
They can be twitter accounts, web pages or some other social network account, I would appreciate it very much. | 2024-01-04T22:01:31 | https://www.reddit.com/r/LocalLLaMA/comments/18ypa6t/pages_to_stay_up_to_date_on_ai/ | Hungry-Advisor-5319 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ypa6t | false | null | t3_18ypa6t | /r/LocalLLaMA/comments/18ypa6t/pages_to_stay_up_to_date_on_ai/ | false | false | self | 1 | null |
🐺🐦⬛ LLM Comparison/Test: API Edition (GPT-4 vs. Gemini vs. Mistral vs. local LLMs) | 1 | Here I'm finally testing and ranking online-only API LLMs like Gemini and Mistral, retesting GPT-4 + Turbo, and comparing all of them with the local models I've already tested!
Very special thanks to kind people like u/raymyers and others who offered and lent me their API keys so I could do these tests. And thanks to ... | 2024-01-04T22:01:10 | https://www.reddit.com/r/LocalLLaMA/comments/18yp9u4/llm_comparisontest_api_edition_gpt4_vs_gemini_vs/ | WolframRavenwolf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18yp9u4 | false | null | t3_18yp9u4 | /r/LocalLLaMA/comments/18yp9u4/llm_comparisontest_api_edition_gpt4_vs_gemini_vs/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'bDW7jyCB5L7RKBwRUqrzWSn3bIb_Szu_GogYRebiCjw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/tj8OYAHtgushFKKBfbCCyLFmzL7PWZ-Wz8cbqYk-I9E.jpg?width=108&crop=smart&auto=webp&s=f076a50b0d594dc8ba3b2ee703d67664decf1cba', 'width': 108}, {'height': 108, 'url': 'h... |
What is the best 7b model currently? | 1 | Hi!
Is there any benchmark comparing only 7b models?
Thanks in advance! | 2024-01-04T21:45:51 | https://www.reddit.com/r/LocalLLaMA/comments/18yowfk/what_is_the_best_7b_model_currently/ | celsowm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18yowfk | false | null | t3_18yowfk | /r/LocalLLaMA/comments/18yowfk/what_is_the_best_7b_model_currently/ | false | false | self | 1 | null |
Anyone ever used a x79 mining board for running llms? Is it viable? (Xeon x1-2, 5-9 pci x8 slots, 8gb ddr3) | 1 | [removed] | 2024-01-04T21:44:09 | https://www.reddit.com/r/LocalLLaMA/comments/18youw9/anyone_ever_used_a_x79_mining_board_for_running/ | TopRecognition9302 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18youw9 | false | null | t3_18youw9 | /r/LocalLLaMA/comments/18youw9/anyone_ever_used_a_x79_mining_board_for_running/ | false | false | self | 1 | null |
How to use LLMs like LLAMA-2 for NER tasks? | 1 | I want to extract countries and organizations from texts and wonder if there are best practices how to do that?
Would you just define a prompt like “Provide a list of all countries mentioned in the following text: …” ?
LLAMA-2 for instance provides good answers but is not very consistent and sometimes adds additional... | 2024-01-04T21:20:07 | https://www.reddit.com/r/LocalLLaMA/comments/18yo9x8/how_to_use_llms_like_llama2_for_ner_tasks/ | Electronic-Letter592 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18yo9x8 | false | null | t3_18yo9x8 | /r/LocalLLaMA/comments/18yo9x8/how_to_use_llms_like_llama2_for_ner_tasks/ | false | false | self | 1 | null |
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