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What did you train, what hardware did you use, and how long did it take? | 26 | Hello!
I'm trying to gather data on the hardware requirements and time taken to fine-tune or train a model.
So what are your experiences? How much VRAM was used ? With what kind of hardware?
Thanks in advance! | 2023-08-25T08:35:06 | https://www.reddit.com/r/LocalLLaMA/comments/160tagr/what_did_you_train_what_hardware_did_you_use_and/ | Factemius | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160tagr | false | null | t3_160tagr | /r/LocalLLaMA/comments/160tagr/what_did_you_train_what_hardware_did_you_use_and/ | false | false | self | 26 | null |
Facing Truncation Issues with LLama-2 Model Responses | 4 | I have a problem with the responses generated by LLama-2 (/TheBloke/Llama-2-70B-chat-GGML). They are cut off almost at the same spot regardless of whether I'm using a 2xRTX3090 or 3xRTX3090 configuration. LLama-2's task is to generate an article based on the data contained in my database. Here's the code:
llm = Ll... | 2023-08-25T08:24:48 | https://www.reddit.com/r/LocalLLaMA/comments/160t4ao/facing_truncation_issues_with_llama2_model/ | vnvrx1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160t4ao | false | null | t3_160t4ao | /r/LocalLLaMA/comments/160t4ao/facing_truncation_issues_with_llama2_model/ | false | false | self | 4 | null |
Finetuning models on XML Data to chat about it? | 1 | [removed] | 2023-08-25T07:56:32 | https://www.reddit.com/r/LocalLLaMA/comments/160smiw/finetuning_models_on_xml_data_to_chat_about_it/ | nerdw | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160smiw | false | null | t3_160smiw | /r/LocalLLaMA/comments/160smiw/finetuning_models_on_xml_data_to_chat_about_it/ | false | false | self | 1 | null |
Someone needs to finetune a model for ascii art, I've only been disappointed with what comes stock for most | 12 | Don't think I've seen anyone really talk about this so thought I'd put the idea out there | 2023-08-25T05:46:50 | https://www.reddit.com/r/LocalLLaMA/comments/160qcly/someone_needs_to_finetune_a_model_for_ascii_art/ | _______DEADPOOL____ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160qcly | false | null | t3_160qcly | /r/LocalLLaMA/comments/160qcly/someone_needs_to_finetune_a_model_for_ascii_art/ | false | false | self | 12 | null |
Any Google search/Website query projects? | 2 | Not sure if this was asked before but are there any projects available that will allow you to use a local model to run google search queries and scan/pull info from websites and maybe even chat with the information found with the model? | 2023-08-25T04:35:03 | https://www.reddit.com/r/LocalLLaMA/comments/160ozx2/any_google_searchwebsite_query_projects/ | AI_Trenches | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160ozx2 | false | null | t3_160ozx2 | /r/LocalLLaMA/comments/160ozx2/any_google_searchwebsite_query_projects/ | false | false | self | 2 | null |
After hosting your own llama.cpp | 17 | 2023-08-25T04:19:48 | anehzat | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 160op7l | false | null | t3_160op7l | /r/LocalLLaMA/comments/160op7l/after_hosting_your_own_llamacpp/ | false | false | 17 | {'enabled': True, 'images': [{'id': 'iqdRaYsKRNN2ankOEYAt7CnLZaVCf5N6Q6785wS9-Ik', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/ulbxtagan6kb1.gif?width=108&crop=smart&format=png8&s=3618022b2e6608f8a268594f537250ced4d56e85', 'width': 108}, {'height': 121, 'url': 'https://preview.redd.it/ulbxtagan6kb1.g... | |||
Is there any completely free API of llama 2 | 1 | I am searching for completely free API key for llama 2. I have not enough space and requirements in my local machine. So I need free API key. Please suggest any way to use free API key.. | 2023-08-25T04:07:25 | https://www.reddit.com/r/LocalLLaMA/comments/160og8r/is_there_any_completely_free_api_of_llama_2/ | Responsible-Row6023 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160og8r | false | null | t3_160og8r | /r/LocalLLaMA/comments/160og8r/is_there_any_completely_free_api_of_llama_2/ | false | false | self | 1 | null |
The Bloke has released GGMLs for Code Llama - what is the best for a 3090? | 1 | [removed] | 2023-08-25T03:31:08 | https://www.reddit.com/r/LocalLLaMA/comments/160npcu/the_bloke_has_released_ggmls_for_code_llama_what/ | RoyalCities | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160npcu | false | null | t3_160npcu | /r/LocalLLaMA/comments/160npcu/the_bloke_has_released_ggmls_for_code_llama_what/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'giBT9zJH9B0iZmkMce--ijkYXjNeHMS6BVtL09I1cIY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/ZXLJ6daDEAtDSr6dW3_M_FBVKiO6zRZJHvkkjTQHPmM.jpg?width=108&crop=smart&auto=webp&s=5d45cd6c29253e9c07b89fb3252ebfcd33d2b218', 'width': 108}, {'height': 116, 'url': 'h... |
What's the best way to point CodeLlama at a local git repo | 23 | looking for the best interface to set it loose on an entire folder of code and talk to it about the files in there and have it make changes | 2023-08-25T02:49:09 | https://www.reddit.com/r/LocalLLaMA/comments/160mt8j/whats_the_best_way_to_point_codellama_at_a_local/ | FaustBargain | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160mt8j | false | null | t3_160mt8j | /r/LocalLLaMA/comments/160mt8j/whats_the_best_way_to_point_codellama_at_a_local/ | false | false | self | 23 | null |
LLama CPP & LangChain | 1 | [removed] | 2023-08-25T02:38:46 | https://www.reddit.com/r/LocalLLaMA/comments/160ml3u/llama_cpp_langchain/ | emporer_eli | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160ml3u | false | null | t3_160ml3u | /r/LocalLLaMA/comments/160ml3u/llama_cpp_langchain/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '9cWeWP4ZX06TcfaZj6bu0HZnpkXpDxX8Z8JLesAZzBs', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/_TM7_TVryLCWrv3zZU9VcnJaGSXUS8VSYNk5Linn8wo.jpg?width=108&crop=smart&auto=webp&s=41754314a19be30560bef611b80e2296f8c7fb81', 'width': 108}, {'height': 162, 'url': 'h... |
nous-Hermes: Arrogant fool regarding basic math? | 1 | [removed] | 2023-08-25T00:58:07 | https://www.reddit.com/r/LocalLLaMA/comments/160k8ey/noushermes_arrogant_fool_regarding_basic_math/ | Natural-Sentence-601 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160k8ey | false | null | t3_160k8ey | /r/LocalLLaMA/comments/160k8ey/noushermes_arrogant_fool_regarding_basic_math/ | false | false | self | 1 | null |
Are the quantized models really that poor in performance? | 5 | I've just given this one quick attempt using llama-2-7b 4 bit quantization and the result I got back surprised me -- i thought that these models were a lot better.
preface: I'm trying to use these models to explore some potential use-cases for generative AI in a somewhat niche domain.
​
The question I asked w... | 2023-08-25T00:12:11 | https://www.reddit.com/r/LocalLLaMA/comments/160j3xa/are_the_quantized_models_really_that_poor_in/ | anasp1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160j3xa | false | null | t3_160j3xa | /r/LocalLLaMA/comments/160j3xa/are_the_quantized_models_really_that_poor_in/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'fAG4zst1QoQF-0DbpD3YM-aRm8pfilCza0mzFStV5IU', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/aBjXkFvSgH3zCsZ9CcWmCAbPxGcEK-a5SEYEjVfnUQM.jpg?width=108&crop=smart&auto=webp&s=1dcf1261f1a07357e4e0d20216ed6663a96178b6', 'width': 108}, {'height': 113, 'url': 'h... |
Fine tuning one of the Llama models | 1 | Would it be fair to say that if my current setup gives me N tokens/sec on a model, then I can finetune it at the rate of ~N/2 tokens/sec on the same setup? (Assume it's just CPUs). | 2023-08-25T00:06:38 | https://www.reddit.com/r/LocalLLaMA/comments/160iz0g/fine_tuning_one_of_the_llama_models/ | ispeakdatruf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160iz0g | false | null | t3_160iz0g | /r/LocalLLaMA/comments/160iz0g/fine_tuning_one_of_the_llama_models/ | false | false | self | 1 | null |
Code LLaMA is now on Perplexity’s LLaMa Chat! | 1 | [deleted] | 2023-08-24T23:08:55 | https://twitter.com/perplexity_ai/status/1694845231936557437 | eunumseioquescrever | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 160hig9 | false | {'oembed': {'author_name': 'Perplexity', 'author_url': 'https://twitter.com/perplexity_ai', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Code LLaMA is now on Perplexity’s LLaMa Chat!<br><br>Try asking it to write a function for you, or explain a code snippet... | t3_160hig9 | /r/LocalLLaMA/comments/160hig9/code_llama_is_now_on_perplexitys_llama_chat/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'AR0k3LyN_yBcJu6lkqVkXktnblOzaGz8TOsP7zGZqOE', 'resolutions': [{'height': 98, 'url': 'https://external-preview.redd.it/SKtrgVuDF4LjSVYgXhHLONGYuNQvNarDBfdHBv9LUbc.jpg?width=108&crop=smart&auto=webp&s=544a8a810b78090341e2c47edfd71e904ace52a6', 'width': 108}], 'source': {'height': 128... | |
Llama finetuning question | 11 | Is there a good resource that will
1) Explain to me what these values are?
2) Recommend good values on basis of 1) my hardware 2) my dataset?
​
model_name = "meta-llama/Llama-2-7b-chat-hf"
dataset_name = "./train.jsonl"
new_model = "llama-2-7b-custom"
lora_r = 64
lora_alpha = 16
lor... | 2023-08-24T21:21:49 | https://www.reddit.com/r/LocalLLaMA/comments/160em6a/llama_finetuning_question/ | Alert_Record5063 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160em6a | false | null | t3_160em6a | /r/LocalLLaMA/comments/160em6a/llama_finetuning_question/ | false | false | self | 11 | null |
We could have gotten something almost as good as GPT4 for coding... | 108 | [https://twitter.com/garybasin/status/1694735409287233578?t=JsnswieBAgTGXmwY86qrhg&s=19](https://twitter.com/garybasin/status/1694735409287233578?t=JsnswieBAgTGXmwY86qrhg&s=19)
But they decided to not release it...
https://preview.redd.it/rq1szgxrk4kb1.png?width=896&format=png&auto=webp&s=f2d9e9aa459c82de20eab712bdf6... | 2023-08-24T21:21:19 | https://www.reddit.com/r/LocalLLaMA/comments/160elof/we_could_have_gotten_something_almost_as_good_as/ | Wonderful_Ad_5134 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160elof | false | {'oembed': {'author_name': 'Gary Basin 🍍', 'author_url': 'https://twitter.com/garybasin', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">They don't want you to know that synthetic data is the future.<br><br>LLMs generating synthetic data to train on drive... | t3_160elof | /r/LocalLLaMA/comments/160elof/we_could_have_gotten_something_almost_as_good_as/ | false | false | 108 | {'enabled': False, 'images': [{'id': 'O_dgt0qW5CvbhrfMq_E6TNvcugq_JjNAktxGBVM9ESM', 'resolutions': [{'height': 85, 'url': 'https://external-preview.redd.it/wcvG0usKjZnoF-Jt9ljufXlUYiHUG8pSANv5Z3L2Og4.jpg?width=108&crop=smart&auto=webp&s=363a78f7f256dc78f3d1515ce49af651753a6e61', 'width': 108}], 'source': {'height': 111... | |
Why is "lmsys/vicuna-13b-v1.5" giving chinease answers all the time | 1 | [removed] | 2023-08-24T20:37:41 | https://www.reddit.com/r/LocalLLaMA/comments/160dfuh/why_is_lmsysvicuna13bv15_giving_chinease_answers/ | skeletons_of_closet | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160dfuh | false | null | t3_160dfuh | /r/LocalLLaMA/comments/160dfuh/why_is_lmsysvicuna13bv15_giving_chinease_answers/ | false | false | 1 | null | |
Help with install | 1 | Help | 2023-08-24T20:29:37 | https://www.reddit.com/r/LocalLLaMA/comments/160d806/help_with_install/ | LearnOnnReddit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160d806 | false | null | t3_160d806 | /r/LocalLLaMA/comments/160d806/help_with_install/ | false | false | self | 1 | null |
Not sure why the latest vicuna 13b version 1.5 is not working with this code , it just gives a black response and takes a long time to load | 1 | [removed] | 2023-08-24T20:14:00 | https://www.reddit.com/r/LocalLLaMA/comments/160ctex/not_sure_why_the_latest_vicuna_13b_version_15_is/ | skeletons_of_closet | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160ctex | false | null | t3_160ctex | /r/LocalLLaMA/comments/160ctex/not_sure_why_the_latest_vicuna_13b_version_15_is/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'jfeVG47nZdEkz9kXfW1CcS-Sy8l4DXGb9JErx6bLKfU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Bixm6H31yqw0RCcD8LB0e8eIdtJeMUaF4N5ZipM_BQY.jpg?width=108&crop=smart&auto=webp&s=abf38332c5c00a919af5be75653a93473aa2e5fa', 'width': 108}, {'height': 116, 'url': 'h... |
Fine-tuning GPT | 1 | [removed] | 2023-08-24T19:51:00 | https://www.reddit.com/r/LocalLLaMA/comments/160c7va/finetuning_gpt/ | heswithjesus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160c7va | false | null | t3_160c7va | /r/LocalLLaMA/comments/160c7va/finetuning_gpt/ | false | false | self | 1 | null |
Easiest way to LoRa finetune LLama2 7B on 8 A100? | 10 | Hi guys
So for some experiments I'm looking to finetune Llama2 7B using 8x A100 on runpod since I have some time constraints. One entry of the data is pretty big so about 2-4k tokens so that's why I'm looking to get the most resource friendly way.
Which would be the most resource friendly way? Should I use Q-LoRa wit... | 2023-08-24T19:48:14 | https://www.reddit.com/r/LocalLLaMA/comments/160c571/easiest_way_to_lora_finetune_llama2_7b_on_8_a100/ | Single_Prior_704 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160c571 | false | null | t3_160c571 | /r/LocalLLaMA/comments/160c571/easiest_way_to_lora_finetune_llama2_7b_on_8_a100/ | false | false | self | 10 | {'enabled': False, 'images': [{'id': 'BuMvNeLVUDAwg4OrZlAdIktP-9azOriK5S1eIryToD4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/vbD8dV9EO8bqOMsSvOiVqWUgFE9yOKhtm-1_qMoP8fQ.jpg?width=108&crop=smart&auto=webp&s=f8d25c9a7c4af3403e5df3f3b6bee22f27ab67f1', 'width': 108}, {'height': 108, 'url': 'h... |
Easiest way to LoRa finetune LLama2 7B on 8 A100? | 1 | [removed] | 2023-08-24T19:44:59 | https://www.reddit.com/r/LocalLLaMA/comments/160c21l/easiest_way_to_lora_finetune_llama2_7b_on_8_a100/ | Unfair-Permit5904 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160c21l | false | null | t3_160c21l | /r/LocalLLaMA/comments/160c21l/easiest_way_to_lora_finetune_llama2_7b_on_8_a100/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'BuMvNeLVUDAwg4OrZlAdIktP-9azOriK5S1eIryToD4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/vbD8dV9EO8bqOMsSvOiVqWUgFE9yOKhtm-1_qMoP8fQ.jpg?width=108&crop=smart&auto=webp&s=f8d25c9a7c4af3403e5df3f3b6bee22f27ab67f1', 'width': 108}, {'height': 108, 'url': 'h... |
Llama 2 - Vicuna 13b 16k - context size | 3 | So I am doing QA on documents. I created embeddings with chunk size of 4000 + 600 overlap. When I limit number of source documents (param k) to 2, everything works fine. If I move that up to 3 then I either get empty answer or only few letters of first word.
To my understanding 3documents with 5200 characthers shou... | 2023-08-24T19:11:50 | https://www.reddit.com/r/LocalLLaMA/comments/160b6mi/llama_2_vicuna_13b_16k_context_size/ | Kukaracax | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160b6mi | false | null | t3_160b6mi | /r/LocalLLaMA/comments/160b6mi/llama_2_vicuna_13b_16k_context_size/ | false | false | self | 3 | null |
How about I TEACH you how to get ANY LLaMA model up and running | 1 | Hey folks - Been reading all of your posts for over a year now and I think it's high time I offer a service to those wanting to get **llama2, llama2-chat or llamacode** running and accessible from the cloud FAST. For $100 flat fee - I will spend 1 hour with you on webcam to get you up and running with any model of your... | 2023-08-24T18:36:47 | https://www.reddit.com/r/LocalLLaMA/comments/160a90g/how_about_i_teach_you_how_to_get_any_llama_model/ | No_Joke5137 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160a90g | true | null | t3_160a90g | /r/LocalLLaMA/comments/160a90g/how_about_i_teach_you_how_to_get_any_llama_model/ | false | false | self | 1 | null |
Anyone train a model on all the news happening here for learning? | 2 | Ive been trying to get up to speed on all the happenings here and its been a little difficult finding information and understanding all the new information. Previously I could understand complex topics by using GPT4 but a lot of the new terms here(GPTQ,LoRA) are too new for it.
Anyone put together a knowledge base ... | 2023-08-24T18:00:50 | https://www.reddit.com/r/LocalLLaMA/comments/1609a6f/anyone_train_a_model_on_all_the_news_happening/ | sorbitals | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1609a6f | false | null | t3_1609a6f | /r/LocalLLaMA/comments/1609a6f/anyone_train_a_model_on_all_the_news_happening/ | false | false | self | 2 | null |
Seeking Advice on Structured Output and Fine-Tuning for Real Estate Description Parsing | 1 | [removed] | 2023-08-24T17:59:05 | https://www.reddit.com/r/LocalLLaMA/comments/16098c4/seeking_advice_on_structured_output_and/ | Sneackybae | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16098c4 | false | null | t3_16098c4 | /r/LocalLLaMA/comments/16098c4/seeking_advice_on_structured_output_and/ | false | false | self | 1 | null |
Programmatically using llama.cpp. | 2 | For my project, I'm trying to use llama.cpp from my scripts/system (in nodejs).
There are 3 nodejs libraries for llama.cpp on npm: all 3 fail to build (this is what you get when things are this fresh/recent I guess), and they also don't have all the options the command line llama.cpp "main" program does (like grammar ... | 2023-08-24T17:30:03 | https://www.reddit.com/r/LocalLLaMA/comments/1608fjd/programmatically_using_llamacpp/ | arthurwolf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1608fjd | false | null | t3_1608fjd | /r/LocalLLaMA/comments/1608fjd/programmatically_using_llamacpp/ | false | false | self | 2 | null |
Nous-Hermes-Llama2-70b and Nous-Puffin-70B is out! | 58 | Here are the links:
* [https://huggingface.co/NousResearch/Nous-Hermes-Llama2-70b](https://huggingface.co/NousResearch/Nous-Hermes-Llama2-70b)
* [https://huggingface.co/NousResearch/Nous-Puffin-70B](https://huggingface.co/NousResearch/Nous-Puffin-70B)
What's Puffin doing here when everyone's been praising Hermes? Bec... | 2023-08-24T16:56:31 | https://www.reddit.com/r/LocalLLaMA/comments/1607hez/noushermesllama270b_and_nouspuffin70b_is_out/ | whtne047htnb | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1607hez | false | null | t3_1607hez | /r/LocalLLaMA/comments/1607hez/noushermesllama270b_and_nouspuffin70b_is_out/ | false | false | self | 58 | {'enabled': False, 'images': [{'id': 'oymRYNcwScnZI2jtAS181KENxhSyq-c5fgaek5IEQes', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/UaAcH0mRj6koiWC4yyEoEe1eePT9X5lXO-l3MX1r_EI.jpg?width=108&crop=smart&auto=webp&s=9af61dc60b966f263821c4f49c6db9c5ce0748ff', 'width': 108}, {'height': 116, 'url': 'h... |
Recommendations for OSS LLMs that can run on a 4090 for tens of thousands of summarizations (125-3000 tokens)? What is the most accurate models you've found? | 30 | I've tried a bunch of 7,13,30b models and got horrible results, 50-75% error rates with tons of hallucinations. I need concise summarization but I can't loose key details or context. This is going to be for vector retrieval, so if you have any other recommendations, I'd greatly appreciate it.
No politics please.. it'... | 2023-08-24T16:39:49 | https://www.reddit.com/r/LocalLLaMA/comments/160717m/recommendations_for_oss_llms_that_can_run_on_a/ | Tiny_Arugula_5648 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160717m | false | null | t3_160717m | /r/LocalLLaMA/comments/160717m/recommendations_for_oss_llms_that_can_run_on_a/ | false | false | self | 30 | null |
Searching for repository of text-embedded database | 1 | [removed] | 2023-08-24T16:36:40 | https://www.reddit.com/r/LocalLLaMA/comments/1606y9h/searching_for_repository_of_textembedded_database/ | Natural_Speaker7954 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1606y9h | false | null | t3_1606y9h | /r/LocalLLaMA/comments/1606y9h/searching_for_repository_of_textembedded_database/ | false | false | self | 1 | null |
How to access text-generation-webui from the lan without gradio.live ? | 1 | Hello,
I'm trying in vain to access oobabooga text-generation-webui from the computers on my LAN.
I know I have to use the --listen argument, but I don't know where.
I've tried as an argument to start\_linux.sh and [webui.py](https://webui.py) but it doesn't work.
Where should I put it?
Thanks for your help. | 2023-08-24T16:34:57 | https://www.reddit.com/r/LocalLLaMA/comments/1606wn7/how_to_access_textgenerationwebui_from_the_lan/ | Bogdahnfr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1606wn7 | false | null | t3_1606wn7 | /r/LocalLLaMA/comments/1606wn7/how_to_access_textgenerationwebui_from_the_lan/ | false | false | self | 1 | null |
llama-2 model AutoModelForSequenceClassification finetune with custom data and save on local | 2 | Hi,
Following are the steps I have followed to fine-tune the model. model gets saved successfully but when I load the model I get the following error.
**Error** : EnvironmentError(OSError: results/llama2-classification/final\_checkpoint does not appear to have a file named config.json
Basic Code :
1. Load ... | 2023-08-24T16:31:10 | https://www.reddit.com/r/LocalLLaMA/comments/1606t04/llama2_model_automodelforsequenceclassification/ | Satya8870 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1606t04 | false | null | t3_1606t04 | /r/LocalLLaMA/comments/1606t04/llama2_model_automodelforsequenceclassification/ | false | false | self | 2 | null |
Samantha x ChatGPT fine tune | 22 | 2023-08-24T16:28:30 | sardoa11 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1606qhv | false | null | t3_1606qhv | /r/LocalLLaMA/comments/1606qhv/samantha_x_chatgpt_fine_tune/ | false | false | 22 | {'enabled': True, 'images': [{'id': 'ZU-HlgtenIipbLCIXeTweM2AzvVr4jrKtsY1TABrFQ0', 'resolutions': [{'height': 91, 'url': 'https://preview.redd.it/2zj57z3j43kb1.jpg?width=108&crop=smart&auto=webp&s=ad042abd753b3a890b34585c863b2cedb977fcbc', 'width': 108}, {'height': 182, 'url': 'https://preview.redd.it/2zj57z3j43kb1.jpg... | |||
build a dl setup to run llm models (llama 2) | 1 | [removed] | 2023-08-24T16:26:50 | https://www.reddit.com/r/LocalLLaMA/comments/1606owu/build_a_dl_setup_to_run_llm_models_llama_2/ | llmexpert | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1606owu | false | null | t3_1606owu | /r/LocalLLaMA/comments/1606owu/build_a_dl_setup_to_run_llm_models_llama_2/ | false | false | self | 1 | null |
openorca-platypus2 ggmlv not able to utilize Nvidia RTX3090, with Llama.cpp | 1 | I'm running openorcq-platypus2 ggmlv on my ROG M16, while running it's utilizing 100% CPU (i9-11900H) only, though I'm using the command --gpu-layers.
I've tried installing the Nvidia Cuda, yet no difference. Can somebody please guide me through.
P.S: Before posting this, I've tried to sort the issue in various ways,... | 2023-08-24T16:19:15 | https://www.reddit.com/r/LocalLLaMA/comments/1606hde/openorcaplatypus2_ggmlv_not_able_to_utilize/ | BlTUSER | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1606hde | false | null | t3_1606hde | /r/LocalLLaMA/comments/1606hde/openorcaplatypus2_ggmlv_not_able_to_utilize/ | false | false | self | 1 | null |
LoRA training Local LLM using Obbabooga with 8gb VRAM | 7 | Has anyone had any success training a Local LLM using Oobabooga with a paltry 8gb of VRAM. I've tried training the following models:
* Neko-Institute-of-Science\_LLaMA-7B-4bit-128g
* TheBloke\_Wizard-Vicuna-7B-Uncensored-GPTQ
I can run them fine (inference), but training them not so much.
I have run into so many pro... | 2023-08-24T16:15:27 | https://www.reddit.com/r/LocalLLaMA/comments/1606dg6/lora_training_local_llm_using_obbabooga_with_8gb/ | skeletorino | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1606dg6 | false | null | t3_1606dg6 | /r/LocalLLaMA/comments/1606dg6/lora_training_local_llm_using_obbabooga_with_8gb/ | false | false | self | 7 | null |
What's a good uncensored local Ai I can run on my Linux machine? | 27 | Hi all, I'm new to this Ai surge but I like the idea of running it on my desktop computer. I only built it last month, with higher end components for gaming. So it should be able to handle it without too much difficulty.
I've heard of something called GPT4all, but it's based on LLaMA. Is that one any good, or can I d... | 2023-08-24T16:07:21 | https://www.reddit.com/r/LocalLLaMA/comments/16065mz/whats_a_good_uncensored_local_ai_i_can_run_on_my/ | rondonjohnald | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16065mz | false | null | t3_16065mz | /r/LocalLLaMA/comments/16065mz/whats_a_good_uncensored_local_ai_i_can_run_on_my/ | false | false | self | 27 | null |
What models will suit my computer specs? | 1 | Amd ryzen 7 2700x 16gb RAM NVIDiA GeForce GTX 1060 6GB vram. | 2023-08-24T15:57:36 | https://www.reddit.com/r/LocalLLaMA/comments/1605vrx/what_models_will_suit_my_computer_specs/ | Brarblaze | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1605vrx | false | null | t3_1605vrx | /r/LocalLLaMA/comments/1605vrx/what_models_will_suit_my_computer_specs/ | false | false | self | 1 | null |
how to clone a space from huggingface | 1 | [removed] | 2023-08-24T14:59:26 | https://www.reddit.com/r/LocalLLaMA/comments/1604bae/how_to_clone_a_space_from_huggingface/ | allnc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1604bae | false | null | t3_1604bae | /r/LocalLLaMA/comments/1604bae/how_to_clone_a_space_from_huggingface/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '5YyEGZm2jC0-mkhBa9c-xWcRwSxmFGSeri-W_n2-Biw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/wkzDZUufvaNmeQKYlx2KlHQaZZfLxeaS0XWYmkuY71o.jpg?width=108&crop=smart&auto=webp&s=23c646d6d860d83247e2f47af11ea4bacc43d969', 'width': 108}, {'height': 116, 'url': 'h... |
Code Llama Released | 425 | https://github.com/facebookresearch/codellama | 2023-08-24T13:26:22 | https://www.reddit.com/r/LocalLLaMA/comments/1601xk4/code_llama_released/ | FoamythePuppy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1601xk4 | false | null | t3_1601xk4 | /r/LocalLLaMA/comments/1601xk4/code_llama_released/ | false | false | self | 425 | {'enabled': False, 'images': [{'id': 'Na6nXLQe20G26kPIesr7oeh8pOhxV8_slXxPh_GWTUo', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/7AulBGRo6ZQN3M_-PH0Qlq35XwZysy411aNq27qp8Iw.jpg?width=108&crop=smart&auto=webp&s=d05b5405ae1c095a2a957a92e6428f703c7d587b', 'width': 108}, {'height': 108, 'url': 'h... |
Optimizing Response Speed from LLaMa and Hosting Strategy for a Multi-layered App Architecture on AWS EC2 | 5 | I am looking forward for your suggestions so that I can implement my first ever project. I'd greatly appreciate your help.
**Challenge 1: Speeding Up Model Responses**
In the backend of my iOS app, I have a C# API that makes results. To control and change how the app shows these results, I added a Flask server in be... | 2023-08-24T13:11:18 | https://www.reddit.com/r/LocalLLaMA/comments/1601kny/optimizing_response_speed_from_llama_and_hosting/ | JapaniRobot | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1601kny | false | null | t3_1601kny | /r/LocalLLaMA/comments/1601kny/optimizing_response_speed_from_llama_and_hosting/ | false | false | self | 5 | null |
What is llama.cpp? | 3 | It appears that several people use this package available on GitHub. Not sure if it has some added benefits than using a HuggingFace llama2 model directly. Does llama.cpp serve specific purposes? | 2023-08-24T12:16:33 | https://www.reddit.com/r/LocalLLaMA/comments/1600b3v/what_is_llamacpp/ | sbs1799 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1600b3v | false | null | t3_1600b3v | /r/LocalLLaMA/comments/1600b3v/what_is_llamacpp/ | false | false | self | 3 | null |
Using llama to create business simulation software | 1 | Im looking for a guide or some examples of uses of llama open source models to create a an open source business simulation software in a non gaming style like the free acess sim companies web game but open source version instead . | 2023-08-24T12:07:28 | https://www.reddit.com/r/LocalLLaMA/comments/160045b/using_llama_to_create_business_simulation_software/ | qwani | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 160045b | false | null | t3_160045b | /r/LocalLLaMA/comments/160045b/using_llama_to_create_business_simulation_software/ | false | false | self | 1 | null |
Is there any opensource AI Model like Ada which accept tokens up to 8000 to create embedding? | 1 | [removed] | 2023-08-24T11:39:56 | https://www.reddit.com/r/LocalLLaMA/comments/15zziz0/is_there_any_opensource_ai_model_like_ada_which/ | headphonesproreview | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zziz0 | false | null | t3_15zziz0 | /r/LocalLLaMA/comments/15zziz0/is_there_any_opensource_ai_model_like_ada_which/ | true | false | default | 1 | null |
llama2 quantized model vs. regular one: What's the difference? | 62 | Why is that several folks use quantized models provided by TheBloke, for instance, in place of regular models provided by Meta on HuggingFace?
Do the 8 or 4 bit quantized 13B models work better than 7B or 13B unquantized models by Meta? | 2023-08-24T11:24:53 | https://www.reddit.com/r/LocalLLaMA/comments/15zz81s/llama2_quantized_model_vs_regular_one_whats_the/ | sbs1799 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zz81s | false | null | t3_15zz81s | /r/LocalLLaMA/comments/15zz81s/llama2_quantized_model_vs_regular_one_whats_the/ | false | false | self | 62 | null |
Smiliar Service like chat.nbox.ai that run LLMA module ? | 1 | I finaly have fun time to tested LLMA with decent speed of text generation, i looking smiliar service that run (free or freemium if possible LLMA module or other module. | 2023-08-24T11:21:23 | https://www.reddit.com/r/LocalLLaMA/comments/15zz5jv/smiliar_service_like_chatnboxai_that_run_llma/ | Merchant_Lawrence | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zz5jv | false | null | t3_15zz5jv | /r/LocalLLaMA/comments/15zz5jv/smiliar_service_like_chatnboxai_that_run_llma/ | false | false | self | 1 | null |
Is there a dashboard / comparison tool already for comparing the latest LLMs and staying up to date? | 2 | This seems such low-hanging fruit that it must already have been done: is there someone who keeps track of all these LLMs published (both local and closed)? It would be nice to have a clean overview and to get updates, with various properties for each LLM (license, author, parameters, VRAM needed, strengths/weaknesses ... | 2023-08-24T10:28:25 | https://www.reddit.com/r/LocalLLaMA/comments/15zy2t9/is_there_a_dashboard_comparison_tool_already_for/ | true_variation | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zy2t9 | false | null | t3_15zy2t9 | /r/LocalLLaMA/comments/15zy2t9/is_there_a_dashboard_comparison_tool_already_for/ | false | false | self | 2 | null |
NTK RoPE scaling and GPTQ quantization are now native in Transformers. What else did I miss? | 10 | For these issues in particular, I spent weeks using the "hacked" version and autoGPTQ and I just realized that they were both included in Transformers (and optimum). When searching for them on Google I get redirected to articles before they got implemented, and almost nothing in transformers.
Are there any other adva... | 2023-08-24T10:02:31 | https://www.reddit.com/r/LocalLLaMA/comments/15zxkdz/ntk_rope_scaling_and_gptq_quantization_are_now/ | cvdbdo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zxkdz | false | null | t3_15zxkdz | /r/LocalLLaMA/comments/15zxkdz/ntk_rope_scaling_and_gptq_quantization_are_now/ | false | false | self | 10 | null |
Ideal setup for dual 4090 | 36 | I’m building a dual 4090 setup for local genAI experiments. The goal is a reasonable configuration for running LLMs, like a quantized 70B llama2, or multiple smaller models in a crude Mixture of Experts layout.
Top priorities are fast inference, and fast model load time, but I will also use it for some training (fine t... | 2023-08-24T09:36:37 | https://www.reddit.com/r/LocalLLaMA/comments/15zx322/ideal_setup_for_dual_4090/ | redscel | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zx322 | false | null | t3_15zx322 | /r/LocalLLaMA/comments/15zx322/ideal_setup_for_dual_4090/ | false | false | self | 36 | null |
Performance issues despite RTX4090 | 1 | Hello community,
I am running the model "TheBloke/Llama-2-7b-Chat-GPTQ" via FastAPI using AutoGPTQ on my new computer (RTX 4090, 13900K, 64GB RAM).
The problem is that the chat responses are super slow. On my Laptop with a mobile 2080 8GB, the webui oobabooga runs 13B models faster.
Are there any settings that ... | 2023-08-24T09:20:26 | https://www.reddit.com/r/LocalLLaMA/comments/15zws6u/performance_issues_despite_rtx4090/ | Plane_Discussion_924 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zws6u | false | null | t3_15zws6u | /r/LocalLLaMA/comments/15zws6u/performance_issues_despite_rtx4090/ | false | false | self | 1 | null |
Any 70B model finetuned with 16K context length? | 15 | I cant seem to find any model with this configuration | 2023-08-24T08:35:14 | https://www.reddit.com/r/LocalLLaMA/comments/15zvyxy/any_70b_model_finetuned_with_16k_context_length/ | RepublicCharacter699 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zvyxy | false | null | t3_15zvyxy | /r/LocalLLaMA/comments/15zvyxy/any_70b_model_finetuned_with_16k_context_length/ | false | false | self | 15 | null |
Converting some models to GGUF formats from original sources; any requests? | 13 | \- Any preferred models?
\- For llama.cpp, any particular quantizations people find useful/not useful? I don't have unlimited bandwidth :p
Started w/ the classic gpt4-x-vicuna-13B at q5\_0, q5\_K\_M, uploading now: [https://huggingface.co/venketh/gpt4-x-vicuna-13b-gguf/](https://huggingface.co/venketh/gpt4-x-vicuna-1... | 2023-08-24T08:33:27 | https://www.reddit.com/r/LocalLLaMA/comments/15zvxta/converting_some_models_to_gguf_formats_from/ | Fun_Tangerine_1086 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zvxta | false | null | t3_15zvxta | /r/LocalLLaMA/comments/15zvxta/converting_some_models_to_gguf_formats_from/ | false | false | self | 13 | {'enabled': False, 'images': [{'id': 'gPWIgrw6XQDqpkhtA-ZQGG3Z7AVEpw1QryJS1JB_FwE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/6-_Krqzj9yTRdefqaNTbRq0X6SFeYOSVOEhq95kJwHQ.jpg?width=108&crop=smart&auto=webp&s=7ae7573c0050b6ac847f43a21373fa6d63f725bc', 'width': 108}, {'height': 116, 'url': 'h... |
[Help required] Use case of asking questions on a CSV file (already tried 2 methods) | 6 | I was working on a project where we can ask questions to Llama 2 and it provides us accurate results with the help of CSV data provided.
I have mainly tried 2 methods until now:
1. Using CSV agent of Langchain
2. Storing in vectors and then asking questions
​
The problems with the above approaches are:
1. C... | 2023-08-24T08:26:09 | https://www.reddit.com/r/LocalLLaMA/comments/15zvsx5/help_required_use_case_of_asking_questions_on_a/ | tesla_fanboy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zvsx5 | false | null | t3_15zvsx5 | /r/LocalLLaMA/comments/15zvsx5/help_required_use_case_of_asking_questions_on_a/ | false | false | self | 6 | null |
How do "serverless" cloud LLMs work? | 5 | I get how something like runpod works, in layman's terms I guess I'm running a VM in the cloud with the OS and everything. But I'm not sure I understand what serverless cloud LLM deployments are and how they're different. Which use cases are more optimal for runpod vs something serverless like beam.cloud? | 2023-08-24T08:05:24 | https://www.reddit.com/r/LocalLLaMA/comments/15zvezz/how_do_serverless_cloud_llms_work/ | noellarkin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zvezz | false | null | t3_15zvezz | /r/LocalLLaMA/comments/15zvezz/how_do_serverless_cloud_llms_work/ | false | false | self | 5 | null |
Can anyone help me with this? | 1 | I am trying to make a site that’s runs by llama 2 13b chat but I don’t have the resources to do that so I came up a idee for a google exention that’s if you toutch your computers mouse or you type something there will be send a request to my computer with what can i do my computers sends to the exention a request with ... | 2023-08-24T07:56:11 | https://www.reddit.com/r/LocalLLaMA/comments/15zv8lz/can_anyone_help_me_with_this/ | radestijn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zv8lz | false | null | t3_15zv8lz | /r/LocalLLaMA/comments/15zv8lz/can_anyone_help_me_with_this/ | false | false | self | 1 | null |
LLaMA 2 fine-tuning made easier and faster | 1 | [removed] | 2023-08-24T07:35:01 | https://www.reddit.com/r/LocalLLaMA/comments/15zuusx/llama_2_finetuning_made_easier_and_faster/ | tushar2407 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zuusx | false | null | t3_15zuusx | /r/LocalLLaMA/comments/15zuusx/llama_2_finetuning_made_easier_and_faster/ | false | false | self | 1 | null |
Can you do this with Lama? | 5 | [https://www.instagram.com/reel/CwPPeTegug5/?hl=en](https://www.instagram.com/reel/CwPPeTegug5/?hl=en)
Could you do the same thing with Lama 2?
I would hope that lama has a more extensive data set of meta ads there for giving you better feedback.
Thoughts Thanks? | 2023-08-24T07:12:06 | https://www.reddit.com/r/LocalLLaMA/comments/15zufjz/can_you_do_this_with_lama/ | Varial17 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zufjz | false | null | t3_15zufjz | /r/LocalLLaMA/comments/15zufjz/can_you_do_this_with_lama/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'zzHEqlA9yiBy6wXPkSvo_fcU34IlJ3YEAQLCWyLMVzU', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/X8NxSUYxxP1IX_-f0dSvzdY4wR0TjNnFR4WNhSO4QCY.jpg?width=108&crop=smart&auto=webp&s=91bd05f3babf5afc683f07763afc784b5990742b', 'width': 108}, {'height': 216, 'url': '... |
How to run ctransformers efficiently | 7 | So I was just getting started with ctransformers , tried running llama 2 13B GGML ,
so I have 2 doubts :
1. How to generate right things , how to play with the configurations
2. How to speed up inference , is multiprocessing possible here
If you have also failed this then how did you fix it
​
https://previ... | 2023-08-24T06:51:42 | https://www.reddit.com/r/LocalLLaMA/comments/15zu1uu/how_to_run_ctransformers_efficiently/ | Spiritual-Rub925 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zu1uu | false | null | t3_15zu1uu | /r/LocalLLaMA/comments/15zu1uu/how_to_run_ctransformers_efficiently/ | false | false | 7 | null | |
I also tested Llama 2 70B with getumbrel/llama-gpt (384GB RAM, 2x Xeon Platinum 8124M, CPU Only) | 24 | 2023-08-24T06:40:11 | https://v.redd.it/ra5qxwpz60kb1 | th3st0rmtr00p3r | /r/LocalLLaMA/comments/15ztu6e/i_also_tested_llama_2_70b_with_getumbrelllamagpt/ | 1970-01-01T00:00:00 | 0 | {} | 15ztu6e | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/ra5qxwpz60kb1/DASHPlaylist.mpd?a=1695537616%2CMmYxY2FkNjFlN2M0YmNhMzQ2NDk4Nzg5NzQwOTIwNTA1ODcyNTNjMmUyYmJhY2UzMDFlMzczM2U5ZjY1OTgzMw%3D%3D&v=1&f=sd', 'duration': 85, 'fallback_url': 'https://v.redd.it/ra5qxwpz60kb1/DASH_1080.mp4?source=fallback', 'h... | t3_15ztu6e | /r/LocalLLaMA/comments/15ztu6e/i_also_tested_llama_2_70b_with_getumbrelllamagpt/ | false | false | 24 | {'enabled': False, 'images': [{'id': '-To4Gx7P4-2WuX-XODrlaLvZcxIu8tWE9KKFYOmNjz4', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/WCH97_ymWw_TuibP_n4Oks_j-1dwXkOKVZlvEAWo_O4.png?width=108&crop=smart&format=pjpg&auto=webp&s=231d15069c9f44e7ac6a6b36347ba9ef2ee80dca', 'width': 108}, {'height': 12... | ||
LORA training not being applied? | 1 | I tried LORA training a model on a specific response format. I got the loss down to ~0.5, which should be very low by training standards.
Yet when I tried the model after applying it, the response was exactly the same as the base model?
I used llama.cpp to load the model and Lora.
I even tried a prompt directly from... | 2023-08-24T05:40:58 | https://www.reddit.com/r/LocalLLaMA/comments/15zsrpl/lora_training_not_being_applied/ | Tasty-Lobster-8915 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zsrpl | false | null | t3_15zsrpl | /r/LocalLLaMA/comments/15zsrpl/lora_training_not_being_applied/ | false | false | self | 1 | null |
who's gonna release VivekLLama | 0 | who's gonna release VivekLLama | 2023-08-24T05:38:13 | https://www.reddit.com/r/LocalLLaMA/comments/15zsptu/whos_gonna_release_vivekllama/ | CheapBison1861 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zsptu | false | null | t3_15zsptu | /r/LocalLLaMA/comments/15zsptu/whos_gonna_release_vivekllama/ | false | false | self | 0 | null |
Automated chatbot evaluation using Llama 2 (not GPT-4) | 34 | Not sure if there's a lot of people who care about this here since it's not a new model. There's so many models out there already and it's hard to keep track of which ones are good. I would love to check out all these daily model releases claiming to be the next best thing by myself but that's simply not possible. The ... | 2023-08-24T05:23:22 | https://www.reddit.com/r/LocalLLaMA/comments/15zsfzq/automated_chatbot_evaluation_using_llama_2_not/ | HatEducational9965 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zsfzq | false | null | t3_15zsfzq | /r/LocalLLaMA/comments/15zsfzq/automated_chatbot_evaluation_using_llama_2_not/ | false | false | 34 | null | |
nous-Hermes halucinating about math? | 1 | [removed] | 2023-08-24T03:31:44 | https://www.reddit.com/r/LocalLLaMA/comments/15zq7bb/noushermes_halucinating_about_math/ | Natural-Sentence-601 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zq7bb | false | null | t3_15zq7bb | /r/LocalLLaMA/comments/15zq7bb/noushermes_halucinating_about_math/ | false | false | self | 1 | null |
Any way to do batch inferencing? | 1 | I'm using the exllama\_hf loader for gptq models in ooba via the API. I want to run a large amount of prompts through the models. At present, I can load models and send prompts, but this process has to be done one by one for each prompt. When the models are small (13B GPTQ models), the GPU fluctuates at around 60-75% u... | 2023-08-24T02:58:14 | https://www.reddit.com/r/LocalLLaMA/comments/15zphku/any_way_to_do_batch_inferencing/ | hedonihilistic | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zphku | false | null | t3_15zphku | /r/LocalLLaMA/comments/15zphku/any_way_to_do_batch_inferencing/ | false | false | self | 1 | null |
Is there a way to use a quantized Falcon 40B with SillyTavern (on Apple Silicon) | 2 | I'd like to try [https://huggingface.co/TheBloke/WizardLM-Uncensored-Falcon-40B-GGML](https://huggingface.co/TheBloke/WizardLM-Uncensored-Falcon-40B-GGML) with SillyTavern (running on Apple Silicon). The only way I've found to run Falcon 40B quantized on Apple Silicon is with [https://github.com/cmp-nct/ggllm.cpp](http... | 2023-08-24T02:28:57 | https://www.reddit.com/r/LocalLLaMA/comments/15zouu5/is_there_a_way_to_use_a_quantized_falcon_40b_with/ | Next-Comfortable-408 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zouu5 | false | null | t3_15zouu5 | /r/LocalLLaMA/comments/15zouu5/is_there_a_way_to_use_a_quantized_falcon_40b_with/ | false | false | self | 2 | null |
Hacking away at GPT-2 | 6 | Hello Id like to train and reproduce GPT-2 using karpathy's nanogpt, but in the notes he mentions that i might need at least 8x A100 40GB, but at the moment I only have 4xA100 (80gb) do you think its possible for me to reproduce the results? | 2023-08-24T01:35:47 | https://www.reddit.com/r/LocalLLaMA/comments/15znmxc/hacking_away_at_gpt2/ | Alive-Age-3034 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15znmxc | false | null | t3_15znmxc | /r/LocalLLaMA/comments/15znmxc/hacking_away_at_gpt2/ | false | false | self | 6 | null |
Help needed -- traceback errors upon loading TheBloke_Chronos-Beluga-v2-13B-GPTQ | 1 | Hi everyone. Any assistance much appreciated. I'm just looking to load this into textgen/oobabooga and get the following errors:
​
>Traceback (most recent call last):
>
>File “/home/radiosilence/ai/text-generation-webui/modules/ui\_model\_menu.py”, line 185, in load\_model\_wrapper
>
>shared.model, s... | 2023-08-24T00:24:22 | https://www.reddit.com/r/LocalLLaMA/comments/15zlyz2/help_needed_traceback_errors_upon_loading/ | drycounty | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zlyz2 | false | null | t3_15zlyz2 | /r/LocalLLaMA/comments/15zlyz2/help_needed_traceback_errors_upon_loading/ | false | false | self | 1 | null |
WMI Provider Host CPU usage. Normal or not? | 1 | [removed] | 2023-08-24T00:07:52 | https://www.reddit.com/r/LocalLLaMA/comments/15zlklv/wmi_provider_host_cpu_usage_normal_or_not/ | Natural-Sentence-601 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zlklv | false | null | t3_15zlklv | /r/LocalLLaMA/comments/15zlklv/wmi_provider_host_cpu_usage_normal_or_not/ | false | false | 1 | null | |
Looking For Feedback — GGML Downloader/Runner | 1 | [removed] | 2023-08-24T00:04:00 | https://www.reddit.com/r/LocalLLaMA/comments/15zlh52/looking_for_feedback_ggml_downloaderrunner/ | jmerz_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zlh52 | false | null | t3_15zlh52 | /r/LocalLLaMA/comments/15zlh52/looking_for_feedback_ggml_downloaderrunner/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'fLJsNbUriWtrLRQhoHIe3z2UwP064nGIwlvKaGHLpHQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/-XlsRmUf86cvCPyMhzz5k8W5CcrrL0t3PAv7p7KD-kc.jpg?width=108&crop=smart&auto=webp&s=53292720f73e45b03e9836c4b8c233af7244bce5', 'width': 108}, {'height': 108, 'url': 'h... |
MediaTek Leverages Meta’s Llama 2 to Enhance On-Device Generative AI | 10 | MediaTek expects Llama 2-based AI applications to become available for smartphones powered by the next-generation flagship SoC, scheduled to hit the market by the end of the year.
MediaTek’s next-generation flagship chipset, to be introduced later this year, will feature a software stack optimized to run Llama 2, as w... | 2023-08-24T00:02:51 | https://corp.mediatek.com/news-events/press-releases/mediatek-leverages-metas-llama-2-to-enhance-on-device-generative-ai-in-edge-devices | noiseinvacuum | corp.mediatek.com | 1970-01-01T00:00:00 | 0 | {} | 15zlg22 | false | null | t3_15zlg22 | /r/LocalLLaMA/comments/15zlg22/mediatek_leverages_metas_llama_2_to_enhance/ | false | false | 10 | {'enabled': False, 'images': [{'id': '03qpAnVYOhoa-1lKzkFrHNHfok3HZmDu2UaqAILoSiA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/djEgHX5CMosCD9pM0gpHzDx0PYxPixoNRtHrdQbifaA.jpg?width=108&crop=smart&auto=webp&s=fcbf7bab4877b6718e29d92067aec565bc4cc118', 'width': 108}, {'height': 116, 'url': 'h... | |
Working on a QLORA hub for model personalities, help needed | 7 | Hey all!
I'm building a repository of QLORA adapters that change the model's personality. The end vision is a hub of ready-to-go personality adapters.
I'm hitting a snag when training the QLORAs for Paul Graham personality on top of a 4-bit quantized StableBeluga-7B. The model just doesn't seem to learn the style.
... | 2023-08-23T23:39:08 | https://www.reddit.com/r/LocalLLaMA/comments/15zkuvi/working_on_a_qlora_hub_for_model_personalities/ | Lang2lang | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zkuvi | false | null | t3_15zkuvi | /r/LocalLLaMA/comments/15zkuvi/working_on_a_qlora_hub_for_model_personalities/ | false | false | self | 7 | null |
Hardware needed for LLaMa 2 13b for 100 daily users or a campus of 800 students. | 65 | **What is your dream LLaMA hardware setup if you had to service 800 people accessing it sporadically throughout the day?**
Currently have a LLaMA instance setup with a 3090, but am looking to scale it up to a use case of 100+ users. Having the Hardware run on site instead of cloud is required.
Looking to either cann... | 2023-08-23T22:50:01 | https://www.reddit.com/r/LocalLLaMA/comments/15zjktb/hardware_needed_for_llama_2_13b_for_100_daily/ | hawaiian0n | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zjktb | false | null | t3_15zjktb | /r/LocalLLaMA/comments/15zjktb/hardware_needed_for_llama_2_13b_for_100_daily/ | false | false | self | 65 | null |
32GB vs 64GB vs 96GB M2Max? | 11 | I have to buy a Macbook for iOS dev, and I have been curious to try local LLM's.
I am trying to figure out which spec to buy.
Which Local LLMs can I run with 32GB vs 64GB vs 96GB RAM MacBook Pro?
Also, how big is the difference between M2Pro vs M2Max?
M2Pro with 32GB would probably suffice for dev, maybe M2Max. S... | 2023-08-23T22:45:31 | https://www.reddit.com/r/LocalLLaMA/comments/15zjgj7/32gb_vs_64gb_vs_96gb_m2max/ | Infinite100p | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zjgj7 | false | null | t3_15zjgj7 | /r/LocalLLaMA/comments/15zjgj7/32gb_vs_64gb_vs_96gb_m2max/ | false | false | self | 11 | null |
llm-tracker (by Leonard Lin), a list of local LLM resources | 21 | 2023-08-23T21:58:31 | https://llm-tracker.info/ | NelsonMinar | llm-tracker.info | 1970-01-01T00:00:00 | 0 | {} | 15zi4gd | false | null | t3_15zi4gd | /r/LocalLLaMA/comments/15zi4gd/llmtracker_by_leonard_lin_a_list_of_local_llm/ | false | false | default | 21 | {'enabled': False, 'images': [{'id': 'LVI9k0fh_RZkRc--0M6US_gjgAtTjLGNcNKdvCGt54E', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/bx2O8BPfwyCFkmWEtPfeTy5Pq8oebtWvGqMnMUeBbGM.jpg?width=108&crop=smart&auto=webp&s=80f8b9cd30ec6f6a608377590cd8dfb9ed23ffd1', 'width': 108}, {'height': 121, 'url': 'h... | |
Falcon support merged into llama.cpp | 29 | 2023-08-23T21:39:44 | https://github.com/ggerganov/llama.cpp/pull/2717 | Someone13574 | github.com | 1970-01-01T00:00:00 | 0 | {} | 15zhlyx | false | null | t3_15zhlyx | /r/LocalLLaMA/comments/15zhlyx/falcon_support_merged_into_llamacpp/ | false | false | 29 | {'enabled': False, 'images': [{'id': 'BxHnVxFVhXkIcRqeiF0vbrE5UnviFyBqmyRZRsCwszc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/BZlVXlLBCtMlR_SH2uQlnEg043LU0sP79vVCDxwGudU.jpg?width=108&crop=smart&auto=webp&s=bd55410c7bcb507c4478f996e7569bf53099872b', 'width': 108}, {'height': 108, 'url': 'h... | ||
Llama 2 (chat) is about as factually accurate as GPT-4 for summaries and is 30X cheaper | Anyscale | 212 | 2023-08-23T21:05:33 | https://www.anyscale.com/blog/llama-2-is-about-as-factually-accurate-as-gpt-4-for-summaries-and-is-30x-cheaper | ambient_temp_xeno | anyscale.com | 1970-01-01T00:00:00 | 0 | {} | 15zgo8y | false | null | t3_15zgo8y | /r/LocalLLaMA/comments/15zgo8y/llama_2_chat_is_about_as_factually_accurate_as/ | false | false | 212 | {'enabled': False, 'images': [{'id': 'fjkINwtMvRs_V90KruwIZ3rqIZC2fqyzrx58_R1X3U0', 'resolutions': [{'height': 53, 'url': 'https://external-preview.redd.it/LzXOLUpqiLnlcPk69TFyDAPYUBkYjDBuvm2QDlU5YD8.jpg?width=108&crop=smart&auto=webp&s=f202f15a1f34fac132fec60b20720ac0c86ffb5d', 'width': 108}, {'height': 107, 'url': 'h... | ||
Samantha 1.11 70b | 82 | I am announcing Samantha 1.11, trained with qLoRA and Axolotl for 15 epochs using 4x A100 80gb.
[https://huggingface.co/ehartford/Samantha-1.11-70b](https://huggingface.co/ehartford/Samantha-1.11-70b)
[https://erichartford.com/meet-samantha](https://t.co/sfuuOeeYaa)
She's wicked smart, fun, and scored very well on t... | 2023-08-23T20:45:54 | https://www.reddit.com/r/LocalLLaMA/comments/15zg504/samantha_111_70b/ | faldore | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zg504 | false | null | t3_15zg504 | /r/LocalLLaMA/comments/15zg504/samantha_111_70b/ | false | false | self | 82 | {'enabled': False, 'images': [{'id': '-fFBFCFHs2e4ZAE9TBQElfI2oB4JT3fhC15fzKjdfcM', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/RYOs3lAoHBI9id1Qug6o3QBYZxTLUh2yDt6IQZ8w5Lk.jpg?width=108&crop=smart&auto=webp&s=6c32d8c9010156a63c1c8f176e569ced352002fc', 'width': 108}, {'height': 116, 'url': 'h... |
Full Training instead of LoRa for learning less complex? | 1 | I read how complicated it is to prepare company internal data for fine-tuning a LLM to know its content: creating thousands of of QA pairs from the raw text data with the help of other LLMs to have a good Lora dataset.
So I wondered: Wouldn't it be less complex to just rent the huge amount of RAM and VRAM needed to ru... | 2023-08-23T20:38:40 | https://www.reddit.com/r/LocalLLaMA/comments/15zfxm8/full_training_instead_of_lora_for_learning_less/ | Koliham | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zfxm8 | false | null | t3_15zfxm8 | /r/LocalLLaMA/comments/15zfxm8/full_training_instead_of_lora_for_learning_less/ | false | false | self | 1 | null |
Seeking an NLP Team Lead (NSFW dialogue systems) | 26 | Discovered this community earlier in the year via Eric Hartford and have been following it intensely ever since. It's hard to get work done sometimes since there is always new toys being released every week.
Our team @ athos dot com is looking for someone who might be interested in NSFW conversational AI (adult) in a ... | 2023-08-23T20:23:41 | https://www.reddit.com/r/LocalLLaMA/comments/15zfibo/seeking_an_nlp_team_lead_nsfw_dialogue_systems/ | AnonymousLurker91 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zfibo | true | null | t3_15zfibo | /r/LocalLLaMA/comments/15zfibo/seeking_an_nlp_team_lead_nsfw_dialogue_systems/ | false | false | nsfw | 26 | null |
Accessing oobabooga api with silero_tts extension activated | 1 | I wondered if anyone ever tried decoding the webui response when silero\_tts is activated for using the generated audio file in another program ? | 2023-08-23T19:56:40 | https://www.reddit.com/r/LocalLLaMA/comments/15zeq3u/accessing_oobabooga_api_with_silero_tts_extension/ | aldur15 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zeq3u | false | null | t3_15zeq3u | /r/LocalLLaMA/comments/15zeq3u/accessing_oobabooga_api_with_silero_tts_extension/ | false | false | self | 1 | null |
Best Practices to Increase Speed of Llama-2 70B? | 9 | Thanks to everyone in this community for all of the helpful posts!
I'm looping over many prompts with the following specs:
1. Instruct v2 version of Llama-2 70B (see [here](https://huggingface.co/upstage/Llama-2-70b-instruct-v2))
2. 8 bit quantization
3. Two A100s
4. 4k Tokens of input text
5. Minimal output text (ju... | 2023-08-23T19:31:36 | https://www.reddit.com/r/LocalLLaMA/comments/15zdzuw/best_practices_to_increase_speed_of_llama2_70b/ | MasterJaguar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zdzuw | false | null | t3_15zdzuw | /r/LocalLLaMA/comments/15zdzuw/best_practices_to_increase_speed_of_llama2_70b/ | false | false | self | 9 | {'enabled': False, 'images': [{'id': 'g2F5tv1cdLIM8WGiiEED81EoP7qdkFXvvRx6UDAWDwA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/bp0xiydBokxkDVuI3KgOtwQEjxWaeBuK1dy0zEMHzMg.jpg?width=108&crop=smart&auto=webp&s=f6930f3dcc161f6968de2c89bb04b8845de6bb39', 'width': 108}, {'height': 116, 'url': 'h... |
Train Stable Beluga on own data | 1 | Does anybody of you know, how to train Stable Beluga on my own data?
I couldn't find any tutorial on it.
Or should I use another model? | 2023-08-23T19:16:09 | https://www.reddit.com/r/LocalLLaMA/comments/15zdjr2/train_stable_beluga_on_own_data/ | Ok-Injury8193 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zdjr2 | false | null | t3_15zdjr2 | /r/LocalLLaMA/comments/15zdjr2/train_stable_beluga_on_own_data/ | false | false | self | 1 | null |
Need help on Ai ChatBot | 2 | I have built a Ai chatbot which i want to use as a business tool. I currently have everything on a local server. What got me stuck was how would i be able to give it to business owners without having to install all the tedious applications needed. I want it as simple as sending it to them and them installing and using ... | 2023-08-23T19:01:55 | https://www.reddit.com/r/LocalLLaMA/comments/15zd4yw/need_help_on_ai_chatbot/ | Significant_Front_92 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zd4yw | false | null | t3_15zd4yw | /r/LocalLLaMA/comments/15zd4yw/need_help_on_ai_chatbot/ | false | false | self | 2 | null |
Finetuning for structured output: Special Tokens vs Free Form Text | 2 | Hey all,
I'm hoping to use LLAMA2 for generating structured output for an app-specific problem. To make sure I have the setup right, I've been first trying to fine tune LLAMA2 on a toy dataset ([https://huggingface.co/datasets/GEM/viggo/](https://huggingface.co/datasets/GEM/viggo/)). The dataset gives a a structured ... | 2023-08-23T19:00:21 | https://www.reddit.com/r/LocalLLaMA/comments/15zd3b0/finetuning_for_structured_output_special_tokens/ | Connect-Wonder2348 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zd3b0 | false | null | t3_15zd3b0 | /r/LocalLLaMA/comments/15zd3b0/finetuning_for_structured_output_special_tokens/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'gWLLv3XvXoE0jibXMNpAxCPU4q70lTNDbjeLkd8lqF0', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/coclpNB_TaIkunLH8Mj9kIqLlSn0pOGBHKC_vCBksuI.jpg?width=108&crop=smart&auto=webp&s=ff3222becf6cfba5a9ad7d7fc67a5f4a3cecaa19', 'width': 108}, {'height': 116, 'url': 'h... |
Finetuning for structured output: Special Tokens vs Free Form Text | 1 | Hey all,
I'm hoping to use LLAMA2 for generating structured output for an app-specific problem. To make sure I have the setup right, I've been first trying to fine tune LLAMA2 on a toy dataset ([https://huggingface.co/datasets/GEM/viggo/](https://huggingface.co/datasets/GEM/viggo/)). The dataset gives a a structured ... | 2023-08-23T18:59:53 | https://www.reddit.com/r/LocalLLaMA/comments/15zd2oc/finetuning_for_structured_output_special_tokens/ | Connect-Wonder2348 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zd2oc | false | null | t3_15zd2oc | /r/LocalLLaMA/comments/15zd2oc/finetuning_for_structured_output_special_tokens/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'gWLLv3XvXoE0jibXMNpAxCPU4q70lTNDbjeLkd8lqF0', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/coclpNB_TaIkunLH8Mj9kIqLlSn0pOGBHKC_vCBksuI.jpg?width=108&crop=smart&auto=webp&s=ff3222becf6cfba5a9ad7d7fc67a5f4a3cecaa19', 'width': 108}, {'height': 116, 'url': 'h... |
Help on Fine-Tuning llama 2 | 1 | I recently fine-tuned a llama 2 model with my dataset.
Everything went fine, but the files it gave me were an adapter\_model.bin and adapter\_config.json.
As I read it is possible to do with those two files merge them with full base model and thus create a better model based on llama 2.
Does anyone know how to do it... | 2023-08-23T18:42:09 | https://www.reddit.com/r/LocalLLaMA/comments/15zclp0/help_on_finetuning_llama_2/ | danielbrdz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zclp0 | false | null | t3_15zclp0 | /r/LocalLLaMA/comments/15zclp0/help_on_finetuning_llama_2/ | false | false | self | 1 | null |
Llama 2 70B model running on old Dell T5810 (80GB RAM, Xeon E5-2660 v3, no GPU) | 163 | 2023-08-23T18:39:41 | https://v.redd.it/dfx1jrqymwjb1 | Ninjinka | /r/LocalLLaMA/comments/15zcj40/llama_2_70b_model_running_on_old_dell_t5810_80gb/ | 1970-01-01T00:00:00 | 0 | {} | 15zcj40 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/dfx1jrqymwjb1/DASHPlaylist.mpd?a=1695494385%2CMTVhMWI0MGExNzM0YzJmMzVjNDUwZDRmOWQwYjkyMzBjOWIxOTkwNWYzMjI2NmMxMTc5ODVlNzFkNWRkNzViZg%3D%3D&v=1&f=sd', 'duration': 173, 'fallback_url': 'https://v.redd.it/dfx1jrqymwjb1/DASH_1080.mp4?source=fallback', '... | t3_15zcj40 | /r/LocalLLaMA/comments/15zcj40/llama_2_70b_model_running_on_old_dell_t5810_80gb/ | false | false | 163 | {'enabled': False, 'images': [{'id': '1mkI6JlSRH7zk982Hf94alzquXrDtUJG3P3CLUb6SMY', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/7ViMYuwc8VX37MShnMLNnu886EGtZt-1tURpcHmbpFs.png?width=108&crop=smart&format=pjpg&auto=webp&s=9e9ed2501ce0f0e04a413059a3103ba0f6e8b6cd', 'width': 108}, {'height': 12... | ||
Can I train/extend a tokenizer with qlora? | 3 | I want to pick up special acronyms.
I'm reading that qlora, since it uses a static snapshot, might not be able to update the tokenizer? Idk. But if I want to make it feasible to train on custom corpus data, I would need to do modify the tokenizer.
I know how to extend a tokenizer, I'm just not sure if I can continue ... | 2023-08-23T17:48:15 | https://www.reddit.com/r/LocalLLaMA/comments/15zb34i/can_i_trainextend_a_tokenizer_with_qlora/ | Thistleknot | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zb34i | false | null | t3_15zb34i | /r/LocalLLaMA/comments/15zb34i/can_i_trainextend_a_tokenizer_with_qlora/ | false | false | self | 3 | null |
Help in fine tuning llama2 | 5 | Hey guys !
So we have a task , where we have to build a QA conversation bot.
We have to take data from many books , so initially what were doing was RAG with llama2 13B but couldn't get good results [ it's not a strict factual QA bot].
So now we want to fine tune llama2.
So here is the approach that I have in mind.
1. ... | 2023-08-23T17:31:20 | https://www.reddit.com/r/LocalLLaMA/comments/15zalrg/help_in_fine_tuning_llama2/ | Spiritual-Rub925 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15zalrg | false | null | t3_15zalrg | /r/LocalLLaMA/comments/15zalrg/help_in_fine_tuning_llama2/ | false | false | self | 5 | null |
Searching for basic chunking - embedding example | 1 | Basic chunking - embedding example [help]
Hi everyone.
Maybe this is a dumb question, but I'm still learning, please don't roast me.
I'd really appreciate if someone have (or can share like/resources) a basic example of a python code that take text, split it, embedded, store it and recall based on a query, **That ... | 2023-08-23T17:09:39 | https://www.reddit.com/r/LocalLLaMA/comments/15z9yz1/searching_for_basic_chunking_embedding_example/ | Natural_Speaker7954 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15z9yz1 | false | null | t3_15z9yz1 | /r/LocalLLaMA/comments/15z9yz1/searching_for_basic_chunking_embedding_example/ | false | false | self | 1 | null |
Fast Vector Similarity Library, Useful for Working With Llama2 Embedding Vectors | 13 | I recently found myself computing the similarity between lots of very high dimensional vectors (i.e., sentence embedding vectors from LLMs), and I wanted to try some more powerful measures of similarity/dependency than just Cosine similarity, which seems to be the default for everything nowadays because of its computat... | 2023-08-23T17:07:43 | https://github.com/Dicklesworthstone/fast_vector_similarity | dicklesworth | github.com | 1970-01-01T00:00:00 | 0 | {} | 15z9x1x | false | null | t3_15z9x1x | /r/LocalLLaMA/comments/15z9x1x/fast_vector_similarity_library_useful_for_working/ | false | false | 13 | {'enabled': False, 'images': [{'id': 'LglpqFeAgThyhA9PZHv5p-_aUWaIueWwNpJLTlLCCjk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Z7EVvyNBUyTJb7oqJ-Zc-9qfhRwJCzpE4NLBW9TlFhs.jpg?width=108&crop=smart&auto=webp&s=e356100a8f038b9d20b5bf693135402b15a3039f', 'width': 108}, {'height': 108, 'url': 'h... | |
Oobabooga text generation webui | 2 | Anybody know if this can run across multiple servers to split up the model? I know llama.cpp can use mpi to do so and text-generation-webui can use llama.cpp, but I haven't been able to find any documentation on how to do it | 2023-08-23T16:42:48 | https://www.reddit.com/r/LocalLLaMA/comments/15z97jt/oobabooga_text_generation_webui/ | amonymus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15z97jt | false | null | t3_15z97jt | /r/LocalLLaMA/comments/15z97jt/oobabooga_text_generation_webui/ | false | false | self | 2 | null |
Never get the download mail after the download request. | 1 | It is Llama 2 limited by country?, I ask several times for the Download Model and I never get the mail, I'm in Panamá. | 2023-08-23T16:37:48 | https://www.reddit.com/r/LocalLLaMA/comments/15z9281/never_get_the_download_mail_after_the_download/ | lv412 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15z9281 | false | null | t3_15z9281 | /r/LocalLLaMA/comments/15z9281/never_get_the_download_mail_after_the_download/ | false | false | self | 1 | null |
I fine-tuned ChatGPT 3.5 so you don´t have to! | 81 | I have a chatbot that I programmed to offer some products online and serve customers.
Using custom embeddings and prompt engineering, it runs great!
Yesterday the news came out about the possibility of fine tuning GPT 3.5 and I decided to test it.
My information base is very good, with more than 500 records. ... | 2023-08-23T16:03:33 | https://www.reddit.com/r/LocalLLaMA/comments/15z82hn/i_finetuned_chatgpt_35_so_you_dont_have_to/ | arretadodapeste | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15z82hn | false | null | t3_15z82hn | /r/LocalLLaMA/comments/15z82hn/i_finetuned_chatgpt_35_so_you_dont_have_to/ | false | false | self | 81 | null |
Recommended AWS instance type to host Llama 70B Chat | 8 | Hi everyone,
It is my first post, pardon me if my post missed any points.
I am developing an application which inferences with Llama. I am using 13B-Chat on my local, with Llama Cpp Python. I also have a approximately 150 words system prompt. My laptop specifications are:
- M1 Pro.
- 64 GB Ram.
I build Llama Cpp as ... | 2023-08-23T15:59:47 | https://www.reddit.com/r/LocalLLaMA/comments/15z7yg4/recommended_aws_instance_type_to_host_llama_70b/ | jThaiLB | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15z7yg4 | false | null | t3_15z7yg4 | /r/LocalLLaMA/comments/15z7yg4/recommended_aws_instance_type_to_host_llama_70b/ | false | false | self | 8 | null |
Production-grade OpenAI API drop-in for CUDA & GPTQ models? | 3 | Hi all - been part of the community since it started, but now finally preparing to deploy something production-grade professionally. Looking at all the different deployment options and frameworks, I've come to the conclusion it's going to save my sanity (and others) to just use a drop-in OpenAI API replacement - remind... | 2023-08-23T15:54:15 | https://www.reddit.com/r/LocalLLaMA/comments/15z7t47/productiongrade_openai_api_dropin_for_cuda_gptq/ | towelpluswater | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15z7t47 | false | null | t3_15z7t47 | /r/LocalLLaMA/comments/15z7t47/productiongrade_openai_api_dropin_for_cuda_gptq/ | false | false | self | 3 | null |
WizardCoder Multi File Context | 2 | Is it possible to allow for multifile context when using the WizardCoder-15B model? For example, could I just pass the other files in before the current file?
Also, is there a way to tell how much context WizardCoder can handle? | 2023-08-23T15:52:32 | https://www.reddit.com/r/LocalLLaMA/comments/15z7rhr/wizardcoder_multi_file_context/ | kintrith | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15z7rhr | false | null | t3_15z7rhr | /r/LocalLLaMA/comments/15z7rhr/wizardcoder_multi_file_context/ | false | false | self | 2 | null |
I have 1 central computer that would run the LLM, is there a way to use an API? | 2 | I am looking to run a server(?) that hosts the LLM, and can be accessed via API.
I also will need to do fine-tuning, but I believe I can do that outside of this API problem I'm asking about. That said, if there are any mature systems/frameworks out, I'm all ears. | 2023-08-23T15:49:36 | https://www.reddit.com/r/LocalLLaMA/comments/15z7oo8/i_have_1_central_computer_that_would_run_the_llm/ | pr1vacyn0eb | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15z7oo8 | false | null | t3_15z7oo8 | /r/LocalLLaMA/comments/15z7oo8/i_have_1_central_computer_that_would_run_the_llm/ | false | false | self | 2 | null |
Max token prompt size for story writing | 1 | [removed] | 2023-08-23T14:23:42 | https://www.reddit.com/r/LocalLLaMA/comments/15z5dhi/max_token_prompt_size_for_story_writing/ | Spawndli | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15z5dhi | false | null | t3_15z5dhi | /r/LocalLLaMA/comments/15z5dhi/max_token_prompt_size_for_story_writing/ | false | false | self | 1 | null |
Uncensored LLMs that work on languages other than English? | 12 | I got into using free LLMs by installing bare llama2-uncensored with ollama. It is not good with Hindi like chatGPT. Can someone suggest models that work for other languages than English, uncensored preferred. And also how to use them locally on a mac m1 8gb ram. Thank you. I started this morning only and have learned ... | 2023-08-23T14:17:50 | https://www.reddit.com/r/LocalLLaMA/comments/15z582o/uncensored_llms_that_work_on_languages_other_than/ | throwfalseaway123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15z582o | false | null | t3_15z582o | /r/LocalLLaMA/comments/15z582o/uncensored_llms_that_work_on_languages_other_than/ | false | false | self | 12 | null |
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