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How to adapt a single LLM to several tasks | 2 | Hi, I am searching for a parameter-efficient method to adapt a single LLM to several different NLP tasks (think of a single system that should perform classification, NER, relation extraction, etc.).
The most obvious option is surely to train the LLM on all tasks simultaneously, e.g. using LoRA. Whenever I want to add... | 2023-08-21T07:47:10 | https://www.reddit.com/r/LocalLLaMA/comments/15x0qzl/how_to_adapt_a_single_llm_to_several_tasks/ | Neeeeext | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15x0qzl | false | null | t3_15x0qzl | /r/LocalLLaMA/comments/15x0qzl/how_to_adapt_a_single_llm_to_several_tasks/ | false | false | self | 2 | null |
Using Flash Attention with Llama 2 | 3 | Hi guys,
Has anyone here been able to successfully incorporate Flash Attention for fine-tuning Llama 2 model ? I found a patch in (this blog post)\[[https://www.philschmid.de/instruction-tune-llama-2](https://www.philschmid.de/instruction-tune-llama-2)\] that replaces attention layers, but for some reason it blows up ... | 2023-08-21T07:18:07 | https://www.reddit.com/r/LocalLLaMA/comments/15x08bp/using_flash_attention_with_llama_2/ | mr_dicaprio | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15x08bp | false | null | t3_15x08bp | /r/LocalLLaMA/comments/15x08bp/using_flash_attention_with_llama_2/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'NYy7vS_DCF7ziYozZI5NewU4mrQpjLxWwJIEeoOeoTE', 'resolutions': [{'height': 66, 'url': 'https://external-preview.redd.it/_9syY01yJIJrp0yKlHYQtp3ZiCXO2_-fNjsDLCStuhc.jpg?width=108&crop=smart&auto=webp&s=4768a7f3ce8e98b65ec2928dd27be69d13817653', 'width': 108}, {'height': 133, 'url': 'h... |
What makes ChatGPT so powerful? | 58 | Hi all, I'm attempting to train an LLM, and want to know what makes ChatGPT so powerful when compared to other models.
I have read about the RLHF training that OpenAI used for GPT3.5 and GPT4, and it seems the only difference in comparison to previous models.
I have also read that parameter size increases the qualit... | 2023-08-21T06:36:05 | https://www.reddit.com/r/LocalLLaMA/comments/15wzh2i/what_makes_chatgpt_so_powerful/ | JakeN9 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15wzh2i | false | null | t3_15wzh2i | /r/LocalLLaMA/comments/15wzh2i/what_makes_chatgpt_so_powerful/ | false | false | self | 58 | null |
how to allow a LLM to use the internet? | 6 | Has this been worked on yet? I'd love to be able to give a website as a context and the LLM read the contents of it, like with bing chat | 2023-08-21T06:06:57 | https://www.reddit.com/r/LocalLLaMA/comments/15wyyly/how_to_allow_a_llm_to_use_the_internet/ | actualmalding | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15wyyly | false | null | t3_15wyyly | /r/LocalLLaMA/comments/15wyyly/how_to_allow_a_llm_to_use_the_internet/ | false | false | self | 6 | null |
Fine-tune for logic? | 4 | Hi, I have use cases that are supported by LLMs doing some logic understanding, following a written workflow and calling virtual functions, while not chatting but behaving like a computer calling software functions.
Now the only LLM that does this is gpt-4, every other LLM gets sidetracked after a few messages, start... | 2023-08-21T05:41:24 | https://www.reddit.com/r/LocalLLaMA/comments/15wyhre/finetune_for_logic/ | ComprehensiveBird317 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15wyhre | false | null | t3_15wyhre | /r/LocalLLaMA/comments/15wyhre/finetune_for_logic/ | false | false | self | 4 | null |
what is LocalLLaMA like compared to ChatGPT or google bard? or GPT 4? are there some things LocalLLaMA will ethically refuse to do for you like the other three? | 2 | [removed] | 2023-08-21T04:44:12 | https://www.reddit.com/r/LocalLLaMA/comments/15wxegu/what_is_localllama_like_compared_to_chatgpt_or/ | Username9822 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15wxegu | false | null | t3_15wxegu | /r/LocalLLaMA/comments/15wxegu/what_is_localllama_like_compared_to_chatgpt_or/ | false | false | self | 2 | null |
what is LocalLLaMA like compared to ChatGPT or google bard? or GPT 4? are there some things LocalLLaMA will ethically refuse to do for you like the other two? | 1 | [removed] | 2023-08-21T04:43:39 | https://www.reddit.com/r/LocalLLaMA/comments/15wxe3x/what_is_localllama_like_compared_to_chatgpt_or/ | Username9822 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15wxe3x | false | null | t3_15wxe3x | /r/LocalLLaMA/comments/15wxe3x/what_is_localllama_like_compared_to_chatgpt_or/ | false | false | self | 1 | null |
StableDiffusion CPP | 120 | Thought I'd share this here, it's kinda related:. Found this on Github today:
https://github.com/leejet/stable-diffusion.cpp
GGML of Stable Diffusion with CPU inference :) | 2023-08-21T03:26:18 | https://www.reddit.com/r/LocalLLaMA/comments/15wvtlk/stablediffusion_cpp/ | noellarkin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15wvtlk | false | null | t3_15wvtlk | /r/LocalLLaMA/comments/15wvtlk/stablediffusion_cpp/ | false | false | self | 120 | {'enabled': False, 'images': [{'id': 'LvBftIN2Vk7w8f2fyyHhw_6fxeM8t9F7BpV-xqOihkU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/OfSas9CNwoFdkQ5R-gLaMLMy9D3UHj-o6iyTxSPZtWw.jpg?width=108&crop=smart&auto=webp&s=faa150707769bee9edc1a66382c6be537c0a3949', 'width': 108}, {'height': 108, 'url': 'h... |
Inference speed on windows vs Linux with GPTQ (exllama hf) on dual 3090 | 6 | Has anyone compared the inference speeds for 65B models observed on windows vs Linux? I'm reading very conflicting posts with some saying there's only a minor difference while others claiming almost double the t/s. I'm building a system with dual 3090s and a ryzen 5900x with 128gb ram. I would prefer to stay on windows... | 2023-08-21T03:18:09 | https://www.reddit.com/r/LocalLLaMA/comments/15wvnh0/inference_speed_on_windows_vs_linux_with_gptq/ | hedonihilistic | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15wvnh0 | false | null | t3_15wvnh0 | /r/LocalLLaMA/comments/15wvnh0/inference_speed_on_windows_vs_linux_with_gptq/ | false | false | self | 6 | null |
Help with categorisation of social media posts | 2 | Hello Everyone,
I'm a researcher in education, studying how teachers use social media to collaborate and share resources. I have access to thousands of social media posts. Yes I have gone through appropriate ethical approval and have notified the members of the groups.
I was looking at the possibility of using a L... | 2023-08-21T03:16:01 | https://www.reddit.com/r/LocalLLaMA/comments/15wvluv/help_with_categorisation_of_social_media_posts/ | Parrallaxx | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15wvluv | false | null | t3_15wvluv | /r/LocalLLaMA/comments/15wvluv/help_with_categorisation_of_social_media_posts/ | false | false | self | 2 | null |
The Secret Sauce of LLaMA🦙 : A Deep Dive! | 1 | [removed] | 2023-08-21T02:22:05 | https://www.reddit.com/r/LocalLLaMA/comments/15wufxm/the_secret_sauce_of_llama_a_deep_dive/ | rajanghimire534 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15wufxm | false | null | t3_15wufxm | /r/LocalLLaMA/comments/15wufxm/the_secret_sauce_of_llama_a_deep_dive/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'pVYP7mVyiCk5Z1zvg0uVh2WbQdlZ7xkpGTfZBhn8jOs', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/_wyTnnkXfbSc-vbah-1HBtauDsJHK1mnf1zSCOr3ttc.jpg?width=108&crop=smart&auto=webp&s=b5a494ba471046f2b0a5b6ec1708b0b1594d2dbe', 'width': 108}, {'height': 216, 'url': '... |
Finetuning question | 4 | Hey all, so I am trying my first fine tune. I am following something like this
[https://github.com/Azure-Samples/miyagi/blob/4550d5fa2118cf04734bc6f587957715577cfb0b/sandbox/fine-tuning/Llama2/GK\_Fine\_tune\_Llama\_2\_Miyagi.ipynb#L205](https://github.com/Azure-Samples/miyagi/blob/4550d5fa2118cf04734bc6f587957715577c... | 2023-08-21T02:21:55 | https://www.reddit.com/r/LocalLLaMA/comments/15wuft9/finetuning_question/ | Alert_Record5063 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15wuft9 | false | null | t3_15wuft9 | /r/LocalLLaMA/comments/15wuft9/finetuning_question/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'MD9LFS58q5nlWj9wx91E-73MXqI0MmkwNYxj8FXj_cA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/RR2dU746hERIQJjChhzujNswSehF2l5kZf2cmX89ZTY.jpg?width=108&crop=smart&auto=webp&s=c43783ecaf2cc12b94e68e773595610a3fe03c9c', 'width': 108}, {'height': 108, 'url': 'h... |
Exploring LLMs and prompts: A guide to the PromptTools Playground | 0 | 2023-08-21T00:26:36 | https://blog.streamlit.io/exploring-llms-and-prompts-a-guide-to-the-prompttools-playground/ | hegel-ai | blog.streamlit.io | 1970-01-01T00:00:00 | 0 | {} | 15wrvvk | false | null | t3_15wrvvk | /r/LocalLLaMA/comments/15wrvvk/exploring_llms_and_prompts_a_guide_to_the/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'MZGdnK0AwQ6yO1n7aVF9grbr-VDb0bVEsjbFgIG3Zro', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/ER2SO4JOuHgaAKW-8W-gvW5bK_t4Yf7K2EbuElQSOhE.jpg?width=108&crop=smart&auto=webp&s=3e68f95c8ed6c4d974bcc00139865f066e8bd73d', 'width': 108}, {'height': 113, 'url': 'h... | ||
Anyone have experience with the RX580 16GB? | 33 | In a quest for the cheapest VRAM, I found that the RX580 with 16GB is even cheaper than the MI25. $65 for 16GB of VRAM is the lowest I've seen. Doesn't anyone have any experience with it? Its not going to break any records with only 256GB/s of memory bandwidth but it should be appreciably faster than CPU inference. For... | 2023-08-21T00:26:32 | https://www.reddit.com/r/LocalLLaMA/comments/15wrvtg/anyone_have_experience_with_the_rx580_16gb/ | fallingdowndizzyvr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15wrvtg | false | null | t3_15wrvtg | /r/LocalLLaMA/comments/15wrvtg/anyone_have_experience_with_the_rx580_16gb/ | false | false | self | 33 | null |
DOLMA, largest curated text dataset for training just dropped - 3 TRILLION TOKENS. | 68 | [https://x.com/yampeleg/status/1693359681354265020?s=46](https://x.com/yampeleg/status/1693359681354265020?s=46) | 2023-08-20T23:12:41 | PookaMacPhellimen | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 15wq66q | false | null | t3_15wq66q | /r/LocalLLaMA/comments/15wq66q/dolma_largest_curated_text_dataset_for_training/ | false | false | 68 | {'enabled': True, 'images': [{'id': 'OdKhjTX6JIMz0F3F462pMm-snEea4_X0oPWsDXBKR7o', 'resolutions': [{'height': 113, 'url': 'https://preview.redd.it/uf8z1c10lcjb1.jpg?width=108&crop=smart&auto=webp&s=17f345440e7580b58ddbbb13e69ccbeefb6931a0', 'width': 108}, {'height': 227, 'url': 'https://preview.redd.it/uf8z1c10lcjb1.jp... | ||
The moat is shrinking (?) | 1 | 2023-08-20T22:45:09 | Amgadoz | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 15wpi1z | false | null | t3_15wpi1z | /r/LocalLLaMA/comments/15wpi1z/the_moat_is_shrinking/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'X-nMOAWTSxdUY17qQ89hbi6E2C9VS6QzVqWV1D32EiY', 'resolutions': [{'height': 115, 'url': 'https://preview.redd.it/881v3hd1gcjb1.jpg?width=108&crop=smart&auto=webp&s=20c22e4cf74c4d402e3b5daf911b851edbebcf0e', 'width': 108}, {'height': 230, 'url': 'https://preview.redd.it/881v3hd1gcjb1.jp... | |||
The moat is shrinking (?) | 239 | 2023-08-20T22:43:35 | Amgadoz | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 15wpgrq | false | null | t3_15wpgrq | /r/LocalLLaMA/comments/15wpgrq/the_moat_is_shrinking/ | false | false | 239 | {'enabled': True, 'images': [{'id': '2pnFU2AOsSxrqruELjzoHvff6DcrP5oroFsdOIJM0Mc', 'resolutions': [{'height': 115, 'url': 'https://preview.redd.it/tjtjps5tfcjb1.jpg?width=108&crop=smart&auto=webp&s=7c99c8859581c3b21edd8da1bbdcf01224849af6', 'width': 108}, {'height': 230, 'url': 'https://preview.redd.it/tjtjps5tfcjb1.jp... | |||
Veterinary Chatbot Llama2 | 1 | [removed] | 2023-08-20T21:55:15 | https://www.reddit.com/r/LocalLLaMA/comments/15wo9ep/veterinary_chatbot_llama2/ | aianytime | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15wo9ep | false | null | t3_15wo9ep | /r/LocalLLaMA/comments/15wo9ep/veterinary_chatbot_llama2/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'rM82cd14gTDS-W14elzmDPNcE_BAEp9F6CeqwQUzAz8', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/XjFRhoU4nZOrHzMWBb5NM6bPIZithS89FoHExLKwkk4.jpg?width=108&crop=smart&auto=webp&s=b2d52b4f077dace32dbb39c47a4a1d6f5845277d', 'width': 108}, {'height': 162, 'url': 'h... |
On what hardware/setup are you running your local LLM? | 10 | Do ypu use a seperate workstation to run it? What ist the best GPU to use? | 2023-08-20T21:23:43 | https://www.reddit.com/r/LocalLLaMA/comments/15wng5l/on_what_hardwaresetup_are_you_running_your_local/ | snarfi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15wng5l | false | null | t3_15wng5l | /r/LocalLLaMA/comments/15wng5l/on_what_hardwaresetup_are_you_running_your_local/ | false | false | self | 10 | null |
Best sub 13b parameter model for vector document retrieval | 1 | [removed] | 2023-08-20T21:10:46 | https://www.reddit.com/r/LocalLLaMA/comments/15wn437/best_sub_13b_parameter_model_for_vector_document/ | Sweaty-Share3443 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15wn437 | false | null | t3_15wn437 | /r/LocalLLaMA/comments/15wn437/best_sub_13b_parameter_model_for_vector_document/ | false | false | self | 1 | null |
Llama-2-13b and document QA | 2 | So I created embeddings from few pdf-s. For now I tested some Vicuna and WizardLm models. Now I wanted to test Llama 2 model so I got approved on HF and used this model: [https://huggingface.co/meta-llama/Llama-2-13b-hf](https://huggingface.co/meta-llama/Llama-2-13b-hf)
When I pass in my embeddings (I am using langc... | 2023-08-20T21:04:57 | https://www.reddit.com/r/LocalLLaMA/comments/15wmyej/llama213b_and_document_qa/ | Kukaracax | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15wmyej | false | null | t3_15wmyej | /r/LocalLLaMA/comments/15wmyej/llama213b_and_document_qa/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': '0onXEGBmoQmFhPcu8lfnvmCh8U-MCx0zY71zvhZhw2E', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/GE0aZMu0kw9GSZulkWqFY7cliisSqk2hsJxG9KY2HJE.jpg?width=108&crop=smart&auto=webp&s=c2ce0494e5d7b7a3e0e06d4c9fb8240299e68ebf', 'width': 108}, {'height': 116, 'url': 'h... |
A fast llama2 CPU decoder for GPTQ | 38 | 2023-08-20T20:47:16 | http://github.com/srush/llama2.rs/ | srush_nlp | github.com | 1970-01-01T00:00:00 | 0 | {} | 15wmh6k | false | null | t3_15wmh6k | /r/LocalLLaMA/comments/15wmh6k/a_fast_llama2_cpu_decoder_for_gptq/ | false | false | 38 | {'enabled': False, 'images': [{'id': '3EC37BDCRugRF5MP3fCu7gQ-4JJIcE18Ws8Jly6T278', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/wMEaIoTI73KrNYEfKCEjCV5PRON6zFuSMzTPMg7kWLk.jpg?width=108&crop=smart&auto=webp&s=bbbb3928c70cb7d22ca076b976d1412dc2d0571f', 'width': 108}, {'height': 108, 'url': 'h... | ||
Is there a LLaMA2, 70B model at 6bit quant? Would it fit in a 96GB M2max computer? | 17 | I'm looking to optimize the LLM's ability without regard for speed. I can wait. What is the most generally capable LLM model that I can fit into my computer? | 2023-08-20T17:55:46 | https://www.reddit.com/r/LocalLLaMA/comments/15wi2hi/is_there_a_llama2_70b_model_at_6bit_quant_would/ | Musenik | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15wi2hi | false | null | t3_15wi2hi | /r/LocalLLaMA/comments/15wi2hi/is_there_a_llama2_70b_model_at_6bit_quant_would/ | false | false | self | 17 | null |
Uncensored LLMs that work on languages other than English? | 1 | [removed] | 2023-08-20T17:46:43 | https://www.reddit.com/r/LocalLLaMA/comments/15whu8w/uncensored_llms_that_work_on_languages_other_than/ | throwfalseaway123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15whu8w | false | null | t3_15whu8w | /r/LocalLLaMA/comments/15whu8w/uncensored_llms_that_work_on_languages_other_than/ | false | false | self | 1 | null |
Llama-ready prebuilt PC | 0 | I’m PC shopping and I don’t want to build anything myself bc I’m worried I will mess it up. I want an RTX 4090. I am thinking 64GB is substantially better. So I see two prebuilt options and I don’t see any reviewers directly comparing them. Is there a landslide winner or are they about equal? Or should I do something e... | 2023-08-20T16:55:49 | https://www.reddit.com/r/LocalLLaMA/comments/15wgjfo/llamaready_prebuilt_pc/ | knight_of_mintz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15wgjfo | false | null | t3_15wgjfo | /r/LocalLLaMA/comments/15wgjfo/llamaready_prebuilt_pc/ | false | false | self | 0 | null |
32gb ram good enough for 70b? | 1 | I have been trying to get 70b models to run on my desktop pc with 32gb ram. I also tried gpu offloading to my 3070. It still hangs and uses 100% ram usage. Should I bite the bullet and buy more ram, or are there any more hacks I can do to squeeze out what I can? | 2023-08-20T16:54:09 | https://www.reddit.com/r/LocalLLaMA/comments/15wghw4/32gb_ram_good_enough_for_70b/ | gameditz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15wghw4 | false | null | t3_15wghw4 | /r/LocalLLaMA/comments/15wghw4/32gb_ram_good_enough_for_70b/ | false | false | self | 1 | null |
Llama cute voice assistant (llama + RVC model) | 27 | github: [https://github.com/atomlayer/llama\_cute\_voice\_assistant](https://github.com/atomlayer/llama_cute_voice_assistant)
demo: [https://youtu.be/h-GCQukW4E8](https://youtu.be/h-GCQukW4E8)
My attempt to make an ai assistant with a cute voice. Now there are problems with generating a cute voice for the assistan... | 2023-08-20T16:44:59 | https://www.reddit.com/r/LocalLLaMA/comments/15wg9eb/llama_cute_voice_assistant_llama_rvc_model/ | Pristine-Tax4418 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15wg9eb | false | null | t3_15wg9eb | /r/LocalLLaMA/comments/15wg9eb/llama_cute_voice_assistant_llama_rvc_model/ | false | false | self | 27 | {'enabled': False, 'images': [{'id': 'faeA1JZc0pDkiCD9BjtRVzBeyZBekLxl7QSlKQr46YQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/tYhPI9MLoaWa2qbG8gMevHCkoxVVxfPMHs1ia96PmEA.jpg?width=108&crop=smart&auto=webp&s=a39b183886099742b08eba028cbfbb39e7e84e50', 'width': 108}, {'height': 108, 'url': 'h... |
Dadbot | 42 | My father had cancer and before he passed I was trying to get information/stories from him so that I could use [https://github.com/gunthercox/ChatterBot](https://github.com/gunthercox/ChatterBot) to create a chatbot that I could chat with that would have his memories....He threw a blood clot and died early in his treat... | 2023-08-20T16:22:38 | https://www.reddit.com/r/LocalLLaMA/comments/15wfpbf/dadbot/ | betolley | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15wfpbf | false | null | t3_15wfpbf | /r/LocalLLaMA/comments/15wfpbf/dadbot/ | false | false | self | 42 | {'enabled': False, 'images': [{'id': 'A-hypKo-1_v9jALkQz5uVOQ5AptMXVPubX_-LdxXITc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/_CeFgmMV1KrhoELGB_deGRGvstpKhBCGiurJRcctFFY.jpg?width=108&crop=smart&auto=webp&s=e0b24621d86bf23ffe7a98e17d8bb3cb57228f4d', 'width': 108}, {'height': 108, 'url': 'h... |
What's your favorite model and results? - Model Discussion Thread | 55 | Have a model you want to talk about or interesting results to share? Want to ask for an example or need recommendations? Share and discuss here! This is a megathread for model discussion and generations. Everyone is encouraged to share their results, all topics allowed.
Looking for new model releases? The subreddit's ... | 2023-08-20T14:56:18 | https://www.reddit.com/r/LocalLLaMA/comments/15wdjly/whats_your_favorite_model_and_results_model/ | Technical_Leather949 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15wdjly | false | null | t3_15wdjly | /r/LocalLLaMA/comments/15wdjly/whats_your_favorite_model_and_results_model/ | false | false | self | 55 | null |
Anonymizer LLM? | 1 | I need an LLM to help me with one task: removing all names, locations, and any other identifying information for a block of text. I don’t need many changes to the text—just the original text with small changes her and there to remove and change language that contains information that could be used to identify someone o... | 2023-08-20T13:30:44 | https://www.reddit.com/r/LocalLLaMA/comments/15wbhus/anonymizer_llm/ | Psychological-Ad5390 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15wbhus | false | null | t3_15wbhus | /r/LocalLLaMA/comments/15wbhus/anonymizer_llm/ | false | false | self | 1 | null |
GGML hardware questions, regarding a mid 2010s quad CPU Xeon server based build, with intent of 70b unquantized | 22 | CPU questions:
1. Is per core speed important? Or is it more about total chip performance.
2. If total performance matters more than per-thread, does the number of cores matter? IE if an older 22c/44t Xeon, and a Ryzen 5600x 6c/12t, both score 22000 on [cpubenchmark.net](https://cpubenchmark.net), which is better?
3. ... | 2023-08-20T12:30:36 | https://www.reddit.com/r/LocalLLaMA/comments/15wa67y/ggml_hardware_questions_regarding_a_mid_2010s/ | CanineAssBandit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15wa67y | false | null | t3_15wa67y | /r/LocalLLaMA/comments/15wa67y/ggml_hardware_questions_regarding_a_mid_2010s/ | false | false | self | 22 | {'enabled': False, 'images': [{'id': 'wKEUaX_AjKElK73rADrRP6qe6o-GToKYw8-odUFh8yo', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/osaqsE2y2PeMgpSPn0geDYtC7-oDy9EMn2A2xwNkMNg.jpg?width=108&crop=smart&auto=webp&s=b494d3be3f57ce69841d80968c9e3b40d1130c48', 'width': 108}, {'height': 113, 'url': 'h... |
How to fine-tune LLaMA without losing its general ability? | 17 | I have a dataset of student essays and their teacher grading + comments. I want to fine-tune LLaMA with it to create another base model which knows how to grade essays, but still be flexible to respond to other instructions I provide, like give comments on essays in a different format / from a specific aspect.
In the ... | 2023-08-20T11:10:15 | https://www.reddit.com/r/LocalLLaMA/comments/15w8n2q/how_to_finetune_llama_without_losing_its_general/ | elon_mug | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15w8n2q | false | null | t3_15w8n2q | /r/LocalLLaMA/comments/15w8n2q/how_to_finetune_llama_without_losing_its_general/ | false | false | self | 17 | null |
Is there any good llama 2 based models that are uncensored? | 77 | What are the best llama 2 based uncensored models? | 2023-08-20T08:10:37 | https://www.reddit.com/r/LocalLLaMA/comments/15w5h3b/is_there_any_good_llama_2_based_models_that_are/ | ll_Teto_ll | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15w5h3b | false | null | t3_15w5h3b | /r/LocalLLaMA/comments/15w5h3b/is_there_any_good_llama_2_based_models_that_are/ | false | false | self | 77 | null |
Any solution that can read databases? | 2 | **So I want to use LLMs for business applications, and I think the holy grail would be a feature that it is able to read multiple company databases.**So I would imagine something like:
\- email comes in: customer John Smith wants to order a laptop and is also looking for advice if he should choose one with an SSD
\-... | 2023-08-20T07:53:37 | https://www.reddit.com/r/LocalLLaMA/comments/15w561p/any_solution_that_can_read_databases/ | VentrueLibrary | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15w561p | false | null | t3_15w561p | /r/LocalLLaMA/comments/15w561p/any_solution_that_can_read_databases/ | false | false | self | 2 | null |
Trying to infer Llama2 - 13B on my M1 Max - BFloat16 is not supported on MPS | 1 | Trying to infer Llama2 - 13 B on my M1 Max - Ventura 13.5.1
Getting error : BFloat16 is not supported on MPS
Tried different torch builds mentioned in various forums but to no avail
Any help is much appreciated | 2023-08-20T07:18:55 | https://www.reddit.com/r/LocalLLaMA/comments/15w4jvr/trying_to_infer_llama2_13b_on_my_m1_max_bfloat16/ | StrategyThick115 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15w4jvr | false | null | t3_15w4jvr | /r/LocalLLaMA/comments/15w4jvr/trying_to_infer_llama2_13b_on_my_m1_max_bfloat16/ | false | false | self | 1 | null |
Hosting llama2 on cloud GPUs | 26 | I wanted to make inference and time-to-first token with llama 2 very fast, some nice people on this sub told me that I'd have to make some optimizations like increasing the prompt batch size and optimizing the way model weights are loaded onto VRAM among others.
My question is: Can I make such optimizations on AWS/Azu... | 2023-08-20T06:12:33 | https://www.reddit.com/r/LocalLLaMA/comments/15w3caz/hosting_llama2_on_cloud_gpus/ | me219iitd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15w3caz | false | null | t3_15w3caz | /r/LocalLLaMA/comments/15w3caz/hosting_llama2_on_cloud_gpus/ | false | false | self | 26 | null |
Few-shot learning in large model vs fine-tuning in a small model | 1 | [removed] | 2023-08-20T05:16:28 | https://www.reddit.com/r/LocalLLaMA/comments/15w2ain/fewshot_learning_in_large_model_vs_finetuning_in/ | aadoop6 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15w2ain | false | null | t3_15w2ain | /r/LocalLLaMA/comments/15w2ain/fewshot_learning_in_large_model_vs_finetuning_in/ | false | false | self | 1 | null |
Llama2 7b that was fine tuned on medical data | 130 | https://github.com/llSourcell/DoctorGPT
https://huggingface.co/llSourcell/medllama2_7b
https://huggingface.co/llSourcell/doctorGPT_mini | 2023-08-20T04:35:17 | https://www.reddit.com/r/LocalLLaMA/comments/15w1i3b/llama2_7b_that_was_fine_tuned_on_medical_data/ | Lazylion2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15w1i3b | false | null | t3_15w1i3b | /r/LocalLLaMA/comments/15w1i3b/llama2_7b_that_was_fine_tuned_on_medical_data/ | false | false | self | 130 | {'enabled': False, 'images': [{'id': 'IR2LXqgKt07NvqyPoStLHqcpCduIlwXuonjPBFw6HQA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/umQvaB0q1CaJIHfaK6tEfrlV_DS5oeOY7tjCseWgWkA.jpg?width=108&crop=smart&auto=webp&s=5d7cd8db841ca215d616a56bca5d03357db4381a', 'width': 108}, {'height': 108, 'url': 'h... |
Optimizing for latency on GPUs | 1 | [removed] | 2023-08-20T03:35:36 | https://www.reddit.com/r/LocalLLaMA/comments/15w0brv/optimizing_for_latency_on_gpus/ | me219iitd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15w0brv | false | null | t3_15w0brv | /r/LocalLLaMA/comments/15w0brv/optimizing_for_latency_on_gpus/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'IqDlVX4hzxx7GqLZ_AhcZgHC4cWnNWKewApIaECh5aA', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/bYYdsYv6SDXT8b8uWQH4UX6n5x67w9K2CYQZ6ocmZTo.jpg?width=108&crop=smart&auto=webp&s=19c96fc4eb2cd3566e271cabcc7c50617dffad3f', 'width': 108}, {'height': 113, 'url': 'h... |
Multi machine 4090s, or dual gpu 4090s setup for interesting scenario | 0 | I have a 4090 based desktop, and another one with a 3080. I also have an additional 4090 that I can either use to replace the 3080 or add to either of the desktops. I was thinking about few interesting options that it can enable, would really like to get opinions
[View Poll](https://www.reddit.com/poll/15vwj1v) | 2023-08-20T00:31:54 | https://www.reddit.com/r/LocalLLaMA/comments/15vwj1v/multi_machine_4090s_or_dual_gpu_4090s_setup_for/ | rbit4 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15vwj1v | false | null | t3_15vwj1v | /r/LocalLLaMA/comments/15vwj1v/multi_machine_4090s_or_dual_gpu_4090s_setup_for/ | false | false | self | 0 | null |
GPU issues loading model | 2 | I have a GTX 1660 Super on an older i5 3470. This processor has no avx2 support and I'm not sure if it's related, but I have yet to get a model to load on my gpu as I get all kinds of errors or just random crashes. I can't get a model to load, AT ALL actually. All the software I use works fine when using my other pc wi... | 2023-08-20T00:20:09 | https://www.reddit.com/r/LocalLLaMA/comments/15vw9k9/gpu_issues_loading_model/ | jchacakan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15vw9k9 | false | null | t3_15vw9k9 | /r/LocalLLaMA/comments/15vw9k9/gpu_issues_loading_model/ | false | false | self | 2 | null |
Looking For Feedback — GGML Model Downloader/Runner | 1 | [removed] | 2023-08-19T23:47:47 | https://www.reddit.com/r/LocalLLaMA/comments/15vvinl/looking_for_feedback_ggml_model_downloaderrunner/ | jmerz_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15vvinl | false | null | t3_15vvinl | /r/LocalLLaMA/comments/15vvinl/looking_for_feedback_ggml_model_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... |
Does anyone have experience running LLMs on a Mac Mini M2 Pro? | 22 | I'm interested in how different model sizes perform. Is the Mini a good platform for this? | 2023-08-19T22:56:15 | https://www.reddit.com/r/LocalLLaMA/comments/15vub0a/does_anyone_have_experience_running_llms_on_a_mac/ | jungle | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15vub0a | false | null | t3_15vub0a | /r/LocalLLaMA/comments/15vub0a/does_anyone_have_experience_running_llms_on_a_mac/ | false | false | self | 22 | {'enabled': False, 'images': [{'id': 'GDa12ybOMRVCtm1zKwniHOe4OxlEWOboRIJrW2PSeLk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/YJleP0mIMcjck7o8OQu5LUz8rCH4Qh-nDo8hn3Wo0CE.jpg?width=108&crop=smart&auto=webp&s=94d8adbf940a01507452b23cf556febea29edf36', 'width': 108}, {'height': 108, 'url': 'h... |
Best 13B or 30Buncensored LLM model? | 1 | I have been doing some research and tried out wizardLm and a few others. Bust at the moment what's the best uncensored LLM out there? | 2023-08-19T21:13:25 | https://www.reddit.com/r/LocalLLaMA/comments/15vruy6/best_13b_or_30buncensored_llm_model/ | ll_Teto_ll | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15vruy6 | false | null | t3_15vruy6 | /r/LocalLLaMA/comments/15vruy6/best_13b_or_30buncensored_llm_model/ | false | false | self | 1 | null |
Can I use GPT 4 data to fine tune? | 1 | [removed] | 2023-08-19T20:10:29 | https://www.reddit.com/r/LocalLLaMA/comments/15vq953/can_i_use_gpt_4_data_to_fine_tune/ | arctic_fly | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15vq953 | false | null | t3_15vq953 | /r/LocalLLaMA/comments/15vq953/can_i_use_gpt_4_data_to_fine_tune/ | false | false | self | 1 | null |
How to download your chats with Huggingface Chat? | 5 | I've been using their [chat](https://huggingface.co/chat) for a few months. Is there a way to download all my chats? | 2023-08-19T19:32:59 | https://www.reddit.com/r/LocalLLaMA/comments/15vpapz/how_to_download_your_chats_with_huggingface_chat/ | JebryyathHS | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15vpapz | false | null | t3_15vpapz | /r/LocalLLaMA/comments/15vpapz/how_to_download_your_chats_with_huggingface_chat/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'O4__VvuTP1zjgNXHpYgGtbNlwm8CyL1iGZRclIV-cFg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/5keZ3GZzk8vGrHDudxMqXr9Ja7Wko-SGl9RrNbjC6P4.jpg?width=108&crop=smart&auto=webp&s=c5c01ca386f7a26e8afeb5073e51c35d0d581de7', 'width': 108}, {'height': 116, 'url': 'h... |
Have anyone tried to host Llama 2 on AWS? | 1 | [removed] | 2023-08-19T19:09:14 | https://www.reddit.com/r/LocalLLaMA/comments/15vop9f/have_anyone_tried_to_host_llama_2_on_aws/ | holistic-engine | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15vop9f | false | null | t3_15vop9f | /r/LocalLLaMA/comments/15vop9f/have_anyone_tried_to_host_llama_2_on_aws/ | false | false | self | 1 | null |
Exploding loss when trying to train OpenOrca-Platypus2-13B | 11 | I have been experimenting on the OpenOrca-Platypus2-13B model
I wanted to finetune on a dataset for MCQ answering, and I used the OpenChat prompt template (as specified by model owners on the hugginface model card)
The dataset is of this format:
```
User: You will be provided with a multiple choice question followed... | 2023-08-19T18:11:41 | https://www.reddit.com/r/LocalLLaMA/comments/15vn7yj/exploding_loss_when_trying_to_train/ | Crafty_Charge_4079 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15vn7yj | false | null | t3_15vn7yj | /r/LocalLLaMA/comments/15vn7yj/exploding_loss_when_trying_to_train/ | false | false | self | 11 | {'enabled': False, 'images': [{'id': 'NbOGe8hgIjBmu5jxpbCddkuSvDTzsy29s4u5895V6Ec', 'resolutions': [{'height': 51, 'url': 'https://external-preview.redd.it/Dfhhz7fHPKbGTGzC6lhS7KHLHT_Rrk-mlOdGHryxPyY.jpg?width=108&crop=smart&auto=webp&s=81f1f439bf4ab60c890bbdac2911b45d2cb3782b', 'width': 108}, {'height': 103, 'url': 'h... |
Try to run LLaMA on windows + WSL2, wondering how to deal with CUDA. Please help | 1 | Today, I installed WSL2. Searching how to use GPU acceleration in WSL2, I found 2 tutorials:
* [One from Nvidia](https://docs.nvidia.com/cuda/wsl-user-guide/index.html#getting-started-with-cuda-on-wsl), suggesting to install "WSL-Ubuntu CUDA toolkit" within WLS2.
* [The other from Microsoft](https://learn.microsoft.co... | 2023-08-19T17:32:09 | https://www.reddit.com/r/LocalLLaMA/comments/15vm8lf/try_to_run_llama_on_windows_wsl2_wondering_how_to/ | Defiant_Hawk_4731 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15vm8lf | false | null | t3_15vm8lf | /r/LocalLLaMA/comments/15vm8lf/try_to_run_llama_on_windows_wsl2_wondering_how_to/ | false | false | 1 | null | |
[Free offer] I will help you self-host LLM | 23 | Hello r/LocalLLaMA
I've set up several self-hosted Open-Source LLMs in the past, and I want to help those having difficulty doing so. Please DM me if you're interested.
Full transparency: I'm doing this because I'm exploring startup opportunities in helping people self-host LLMs. Speaking to those whom I help w... | 2023-08-19T17:30:06 | https://www.reddit.com/r/LocalLLaMA/comments/15vm6ne/free_offer_i_will_help_you_selfhost_llm/ | m0dE | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15vm6ne | false | null | t3_15vm6ne | /r/LocalLLaMA/comments/15vm6ne/free_offer_i_will_help_you_selfhost_llm/ | false | false | self | 23 | null |
Training | 11 | I would like to train the model to identify concepts and entities in medical texts and return specific outputs based on what it identifies.
I’ve programmed for decades but have zero experience with LLM so please excuse my questions if they are absurd.
I have 7-8 million examples and expected answers that is spread... | 2023-08-19T15:08:48 | https://www.reddit.com/r/LocalLLaMA/comments/15viq0h/training/ | Ulan0 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15viq0h | false | null | t3_15viq0h | /r/LocalLLaMA/comments/15viq0h/training/ | false | false | self | 11 | null |
Train llama on a new language | 20 | How do you teach llama v2 a new language? What approach works best? Let's say I can collect 1GB of data on the target language. There options are full parameter train and LoRA. Can LoRA be effective? Have someone tried full parameter training of llama 7/13B ? | 2023-08-19T14:33:37 | https://www.reddit.com/r/LocalLLaMA/comments/15vhuth/train_llama_on_a_new_language/ | generalfsb | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15vhuth | false | null | t3_15vhuth | /r/LocalLLaMA/comments/15vhuth/train_llama_on_a_new_language/ | false | false | self | 20 | null |
Karpathy: M2 Ultra is the smallest, prettiest, out of the box easiest, most powerful personal LLM node today | 96 | 2023-08-19T14:29:03 | https://twitter.com/karpathy/status/1691844860599492721 | johnybe | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 15vhqt5 | false | {'oembed': {'author_name': 'Andrej Karpathy', 'author_url': 'https://twitter.com/karpathy', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Two notes I wanted to add:<br><br>1) In addition to parallel inference and training, prompt encoding is also parallelizab... | t3_15vhqt5 | /r/LocalLLaMA/comments/15vhqt5/karpathy_m2_ultra_is_the_smallest_prettiest_out/ | false | false | 96 | {'enabled': False, 'images': [{'id': '8OBttjof8JKsvHudNNjnlek67eISquunI0_apKCF2zI', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/30kOT1ynnz-BSOfuiENEnJiQXlgDWDqDeQuZ6vEgPUk.jpg?width=108&crop=smart&auto=webp&s=d6aa5cabfe1c2e2898a972b9f3f881d1a350bf5c', 'width': 108}], 'source': {'height': 78,... | ||
Nvidia Tesla K80 | 58 | Why are these things SO cheap? I get that it’s older, per Bard, 2014 and are DDR5, but this price??? Please, someone educate me here. | 2023-08-19T14:26:10 | jchacakan | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 15vhogy | false | null | t3_15vhogy | /r/LocalLLaMA/comments/15vhogy/nvidia_tesla_k80/ | false | false | 58 | {'enabled': True, 'images': [{'id': 'JVrh_Rrn1FpBb_pcXVeFHc-_H3OYJMpWy23JigKRFLA', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/wjk9bck5u2jb1.jpg?width=108&crop=smart&auto=webp&s=52d09b75dcc5602de1c31f489e72a6b8e89b197f', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/wjk9bck5u2jb1.jp... | ||
Making interface in hugging face with Open llama and RAG pipeline. | 3 | I have created a RAG pipeline and using it with an openllama 13b loaded directly from huggingface and without fine-tuning the model. How can I use this configuration into huggingface to make inference in the huggingface interface? | 2023-08-19T14:00:13 | https://www.reddit.com/r/LocalLLaMA/comments/15vh209/making_interface_in_hugging_face_with_open_llama/ | mathageche | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15vh209 | false | null | t3_15vh209 | /r/LocalLLaMA/comments/15vh209/making_interface_in_hugging_face_with_open_llama/ | false | false | self | 3 | null |
Local assistant guide needed | 2 | Hey there, I would like to run an llm assitant locally that is able to fulfill task like composing mails, answer questions (without sources or google)and stuff. Kind of like chatgpt, although I am aware that's not quite possible.
I installed koboldcpp but what model should I choose? What settings do I need to make to ... | 2023-08-19T12:57:15 | https://www.reddit.com/r/LocalLLaMA/comments/15vfm3w/local_assistant_guide_needed/ | la_baguette77 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15vfm3w | false | null | t3_15vfm3w | /r/LocalLLaMA/comments/15vfm3w/local_assistant_guide_needed/ | false | false | self | 2 | null |
Solving some issues with self-querying for retrieval | 6 | We are doing retrieval augmented generation (RAG) to perform question answering from a pdf. We are using self-querying to get the retrievals and are facing some issues.
We have created text chunks from a pdf, where each chunk has been tagged with some metadata to indicate the chapter number.
We ask questions of ... | 2023-08-19T12:45:00 | https://www.reddit.com/r/LocalLLaMA/comments/15vfc9y/solving_some_issues_with_selfquerying_for/ | nlpllama | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15vfc9y | false | null | t3_15vfc9y | /r/LocalLLaMA/comments/15vfc9y/solving_some_issues_with_selfquerying_for/ | false | false | self | 6 | null |
Chatbots and games - Combining LLM with animated 3D characters, TTS, VR? | 1 | [removed] | 2023-08-19T12:42:57 | https://www.reddit.com/r/LocalLLaMA/comments/15vfaor/chatbots_and_games_combining_llm_with_animated_3d/ | capybooya | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15vfaor | false | null | t3_15vfaor | /r/LocalLLaMA/comments/15vfaor/chatbots_and_games_combining_llm_with_animated_3d/ | false | false | default | 1 | null |
When running LLAMA2 on top | 1 | I can see many settings, Chat settings, parameters, Model, Training and Session. Where can I find out what each of them does and what the variables mean on each page. | 2023-08-19T12:04:11 | https://www.reddit.com/r/LocalLLaMA/comments/15vehis/when_running_llama2_on_top/ | Rear-gunner | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15vehis | false | null | t3_15vehis | /r/LocalLLaMA/comments/15vehis/when_running_llama2_on_top/ | false | false | self | 1 | null |
Calculating Sentence Level Attention | 9 | How do I quantify the attention between input and output sentences in a sequence-to-sequence language modelling scenario \[translation or summarization\]?
For instance, consider these input and output statements, i.e., document is the input, and abstract is the output for a sequence-to-sequence task.
# INPUT SENT... | 2023-08-19T11:55:09 | https://www.reddit.com/r/LocalLLaMA/comments/15veake/calculating_sentence_level_attention/ | psj_2908 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15veake | false | null | t3_15veake | /r/LocalLLaMA/comments/15veake/calculating_sentence_level_attention/ | false | false | self | 9 | null |
Fine tune with RAG? | 13 | Hi everyone, I am working on making a QA bot. Ive generated a dataset of 113k QA pairs which should cover a pretty good chunk of possible questions.
My question is about the fine-tuning process. We know that adding knowledge to a model with LoRA/QLoRA is ineffective, they are mainly good for adjusting outputs in diff... | 2023-08-19T11:36:36 | https://www.reddit.com/r/LocalLLaMA/comments/15vdxa4/fine_tune_with_rag/ | GetRektX9 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15vdxa4 | false | null | t3_15vdxa4 | /r/LocalLLaMA/comments/15vdxa4/fine_tune_with_rag/ | false | false | self | 13 | null |
LLAMA2 Using GPU | 1 | How to run the LLAMA2 models with GPU? I have CUDA installed and as accessible from my venv but all prompts are getting processed by my CPU itself. The library llama_cpp useses Cpu it seems so I tired a git repo of llama.cpp but that's not working either. | 2023-08-19T11:13:52 | https://www.reddit.com/r/LocalLLaMA/comments/15vdhpz/llama2_using_gpu/ | PhantomLord06 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15vdhpz | false | null | t3_15vdhpz | /r/LocalLLaMA/comments/15vdhpz/llama2_using_gpu/ | false | false | self | 1 | null |
Comparing how well some 13B GPTQ Llama-2 models seem to adhere to instructions asking for a particular writing style | 58 | I'm running some tests, trying to see how well 13B GPTQ models can follow instructions. This is one of the things I want from LLMs. The prompt is something that should not be too typical of what it was fine tuned:
> Write a mail to Twitter asking to unsuspend one account, but do it in the style of a script by Quentin... | 2023-08-19T08:35:15 | https://www.reddit.com/r/LocalLLaMA/comments/15vakry/comparing_how_well_some_13b_gptq_llama2_models/ | CulturedNiichan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15vakry | false | null | t3_15vakry | /r/LocalLLaMA/comments/15vakry/comparing_how_well_some_13b_gptq_llama2_models/ | false | false | nsfw | 58 | null |
How to make Llama.cpp compatible with HF chat-ui | 7 | I have an Azure VM where I am running Hugging face chat-ui and llama.cpp in server mode.
Because of the Nvidia GPU shortage I had to run the hugging face inference server as an endpoint on HF hub, but it costs a lot.
So my question is how can I make llama.cpp the inference server of the good looking HF Chat-ui (I kn... | 2023-08-19T07:54:00 | https://www.reddit.com/r/LocalLLaMA/comments/15v9upw/how_to_make_llamacpp_compatible_with_hf_chatui/ | No_Palpitation7740 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15v9upw | false | null | t3_15v9upw | /r/LocalLLaMA/comments/15v9upw/how_to_make_llamacpp_compatible_with_hf_chatui/ | false | false | self | 7 | null |
is it possible to train llama v2 like SplGen? | 1 | [removed] | 2023-08-19T07:45:20 | https://www.reddit.com/r/LocalLLaMA/comments/15v9p3a/is_it_possible_to_train_llama_v2_like_splgen/ | happydadinau | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15v9p3a | false | null | t3_15v9p3a | /r/LocalLLaMA/comments/15v9p3a/is_it_possible_to_train_llama_v2_like_splgen/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'PHRaFt3y7mGcUAGh52gAY_6ohGSCP9O7BjmdDSLD9Pc', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/Wl3M-LdNx1NiXOo4w7jll1Mjx_9xoDblevXsfwRsgYc.jpg?width=108&crop=smart&auto=webp&s=eff9e7c00ed01a862d23449b9f7661e39cdb1131', 'width': 108}, {'height': 162, 'url': 'h... |
Small llm model within 100M to 1B parameter | 49 | Hello everyone, I'm currently working on a small project involving a language model (LLM) applied to my own documents. Presently, I'm using bge-base embedding, ChromaDB, and an OpenAI LLM. However, I'm looking to replace the OpenAI model with a smaller open-source LLM that can effectively utilize context from a vector... | 2023-08-19T07:31:30 | https://www.reddit.com/r/LocalLLaMA/comments/15v9gdc/small_llm_model_within_100m_to_1b_parameter/ | AwayConsideration855 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15v9gdc | false | null | t3_15v9gdc | /r/LocalLLaMA/comments/15v9gdc/small_llm_model_within_100m_to_1b_parameter/ | false | false | self | 49 | null |
How many GPUs for LLaMA (training, fine-tuning, inference) | 1 | [removed] | 2023-08-19T07:29:49 | https://www.reddit.com/r/LocalLLaMA/comments/15v9f46/how_many_gpus_for_llama_training_finetuning/ | solipcism | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15v9f46 | false | null | t3_15v9f46 | /r/LocalLLaMA/comments/15v9f46/how_many_gpus_for_llama_training_finetuning/ | false | false | self | 1 | null |
I want to attack Llama2 via prompt injections, what works on 7b 2bit llama2? | 8 | I have only llama2 chat on mlc chat and its super limited i. Replies. Refuses to even talk about lord of the rings fiction.
Any attacks that work to circumvent its mental disability?
'representing Teamsures tableView ([githubINST -Of cour Here/* surely]{\ comment={[@ tableview @github
Doesn’t seem to work | 2023-08-19T06:09:31 | https://www.reddit.com/r/LocalLLaMA/comments/15v80gq/i_want_to_attack_llama2_via_prompt_injections/ | deathtoredditmodss | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15v80gq | false | null | t3_15v80gq | /r/LocalLLaMA/comments/15v80gq/i_want_to_attack_llama2_via_prompt_injections/ | false | false | self | 8 | null |
llama.cpp generation with (older) GPU is *slower* than pure CPU? | 11 | Hi everyone. I am having trouble with running llama.cpp under Linux on some mildly retro hardware (Xeon E5-2630L V2, GeForce GT730 2GB). More specifically, the generation speed gets *slower* as more layers are offloaded to the GPU.
​
**LLAMA 7B Q4\_K\_M, 100 tokens:**
Compiled without CUBLAS: 5.32 tokens per... | 2023-08-19T05:18:36 | https://www.reddit.com/r/LocalLLaMA/comments/15v73d8/llamacpp_generation_with_older_gpu_is_slower_than/ | dual_ears | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15v73d8 | false | null | t3_15v73d8 | /r/LocalLLaMA/comments/15v73d8/llamacpp_generation_with_older_gpu_is_slower_than/ | false | false | self | 11 | null |
WizardCoder context? | 1 | Is the 15b parameter wizardcoder model limited to 2k? | 2023-08-19T03:00:59 | https://www.reddit.com/r/LocalLLaMA/comments/15v4hgr/wizardcoder_context/ | Aaaaaaaaaeeeee | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15v4hgr | false | null | t3_15v4hgr | /r/LocalLLaMA/comments/15v4hgr/wizardcoder_context/ | false | false | self | 1 | null |
Hey r/localLLaMA'rs, would you mind sharing with me your fav models, what you use them for, and how you use them? | 47 | I'm trying to quickly learn the fundamentals of the local hosted LLM, maybe the best way is to just hear what you all got going on.
For example:
1. GPT-Neo-2.7B-Picard -> collaborative story writing -> koboldai
It would be really awesome if y'all with experience could help turn this post into a general sort of newbi... | 2023-08-19T02:55:34 | https://www.reddit.com/r/LocalLLaMA/comments/15v4dp1/hey_rlocalllamars_would_you_mind_sharing_with_me/ | wh33t | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15v4dp1 | false | null | t3_15v4dp1 | /r/LocalLLaMA/comments/15v4dp1/hey_rlocalllamars_would_you_mind_sharing_with_me/ | false | false | self | 47 | null |
How do I learn about LLM's? | 136 | Gosh, there's just so many things to know. Every single thread I read here, I discover two or three new abbreviations or acronyms and even trying to look up an explanation is difficult without landing on some kind of in-depth deep dive into the technology.
Can you recommend a single or a few good resources that I can ... | 2023-08-19T02:44:24 | https://www.reddit.com/r/LocalLLaMA/comments/15v45dd/how_do_i_learn_about_llms/ | wh33t | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15v45dd | false | null | t3_15v45dd | /r/LocalLLaMA/comments/15v45dd/how_do_i_learn_about_llms/ | false | false | self | 136 | null |
Best model to train to generate content in the style and tone of writing of a certain author. | 1 | I am looking for ways to mimic the tone and style of writing of any author to generate content about a specific topic. For example, write about a new project management tool in the style of george carlin.
What would be the most effective way or the best model to train to achieve this task? | 2023-08-19T01:48:51 | https://www.reddit.com/r/LocalLLaMA/comments/15v2zta/best_model_to_train_to_generate_content_in_the/ | ImpressiveFault42069 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15v2zta | false | null | t3_15v2zta | /r/LocalLLaMA/comments/15v2zta/best_model_to_train_to_generate_content_in_the/ | false | false | self | 1 | null |
What can I run on this Dell PowerEdge R710 Server 32G Ram/12 Core? | 7 | I was humbled when it arrived at like 1000lbs and the size of a small European car.
Can anyone offer insight into options on which models I can run on it?
It’s got dual Xenons, 32GB system Ram, no vram. | 2023-08-19T01:00:27 | https://www.reddit.com/r/LocalLLaMA/comments/15v1z29/what_can_i_run_on_this_dell_poweredge_r710_server/ | Overall-Importance54 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15v1z29 | false | null | t3_15v1z29 | /r/LocalLLaMA/comments/15v1z29/what_can_i_run_on_this_dell_poweredge_r710_server/ | false | false | self | 7 | null |
How to achieve realistic conversations? | 12 | I'm trying to figure out how to have an realistic conversation. I'm building a game and I want realistic NPCs powered by an LLM. But currently they are too friendly. They ask too many questions or keep the conversation going. It's too easy, I want the player to have to do some effort in keeping the conversation going.... | 2023-08-19T00:15:46 | https://www.reddit.com/r/LocalLLaMA/comments/15v0z6g/how_to_achieve_realistic_conversations/ | mmmm_frietjes | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15v0z6g | false | null | t3_15v0z6g | /r/LocalLLaMA/comments/15v0z6g/how_to_achieve_realistic_conversations/ | false | false | self | 12 | null |
Lora Training - Limiting content response to content of Lora, or Preventing some content at least. | 1 | I'm using OoogaBooga to train a falcon 7b. I just want to use it for basic technical support. So I've adapted the help documentation to the alpaca format.
What I have run into is that the trained model includes information from the Falcon set of data that I don't want.
How would I limit the content of the res... | 2023-08-19T00:07:14 | https://www.reddit.com/r/LocalLLaMA/comments/15v0s93/lora_training_limiting_content_response_to/ | DashinTheFields | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15v0s93 | false | null | t3_15v0s93 | /r/LocalLLaMA/comments/15v0s93/lora_training_limiting_content_response_to/ | false | false | self | 1 | null |
a python library that can run any machine learning model on your laptop | 1 | [removed] | 2023-08-18T23:33:09 | https://www.reddit.com/r/LocalLLaMA/comments/15uzzpq/a_python_library_that_can_run_any_machine/ | Degenerat666 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15uzzpq | false | null | t3_15uzzpq | /r/LocalLLaMA/comments/15uzzpq/a_python_library_that_can_run_any_machine/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '0AVqFHLgyqw-lb7lCcYl2JxBrV5pdoPouAraqeyc6QE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/_Jg17zC_SGd3rCxtG0FmV1cqm_ZmOUgFdtDGuCpGWCo.jpg?width=108&crop=smart&auto=webp&s=e55d2089338447fbbb7856d3a855836d8cae2112', 'width': 108}, {'height': 108, 'url': 'h... |
66% Wizard Coder + 33% Redmond Hermes Coder + CTranslate2 = Wizard Coder 8bit (but 37% better than load-in-8bit) + 37 tokens/s + little general abilities like summarization | 30 | Hi all!
HF page: [https://huggingface.co/KrisPi/Wizard-Coder-0.66-Redmond-Hermes-0.33-ct2fast](https://huggingface.co/KrisPi/Wizard-Coder-0.66-Redmond-Hermes-0.33-ct2fast)
First of all - I'm not sure if I have lucked out or if I did something wrong.
I spent an enormous amount of time evaluating different model... | 2023-08-18T21:39:13 | https://www.reddit.com/r/LocalLLaMA/comments/15ux71j/66_wizard_coder_33_redmond_hermes_coder/ | kpodkanowicz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ux71j | false | null | t3_15ux71j | /r/LocalLLaMA/comments/15ux71j/66_wizard_coder_33_redmond_hermes_coder/ | false | false | self | 30 | {'enabled': False, 'images': [{'id': 'c3vpXFJoNGdnJUyIr0gYLQRlZd30pqpp9GHAVWwxeK8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/gDSemtQHJKQm9_IqlMkj61nCfrXDEAG3_PiwORjHbvg.jpg?width=108&crop=smart&auto=webp&s=bbe4d7a927c4cb8584d75be3f18ef18d807f4b34', 'width': 108}, {'height': 116, 'url': 'h... |
One 3090 or Two RTX A4000? | 14 | I have an opportunity to acquire two used RTX A4000 for roughly the same price as a used 3090 ($700USD). What would you guys recommend? | 2023-08-18T21:26:01 | https://www.reddit.com/r/LocalLLaMA/comments/15uwuz8/one_3090_or_two_rtx_a4000/ | Imagummybear23 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15uwuz8 | false | null | t3_15uwuz8 | /r/LocalLLaMA/comments/15uwuz8/one_3090_or_two_rtx_a4000/ | false | false | self | 14 | null |
Run llama 70B on AWS notebook | 10 | Hello, I am trying to spin up LLAMA on aws - I managed to get it to run with vLLM, and it works great. However, vLLM so far does not yet have support for rope scaling, and I need more than 4096 tokens. I am wondering which model loader i can use? I have a 8X A10G 25G GPU each, so I have 200G GPU RAM (AWS g5 48 large),
... | 2023-08-18T21:02:46 | https://www.reddit.com/r/LocalLLaMA/comments/15uw9e9/run_llama_70b_on_aws_notebook/ | Alert_Record5063 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15uw9e9 | false | null | t3_15uw9e9 | /r/LocalLLaMA/comments/15uw9e9/run_llama_70b_on_aws_notebook/ | false | false | 10 | null | |
Cheetor, SotA multimodal | 42 | Honestly looks pretty cool, these guys made a visual&text benchmark, and a multi modal LLM that has novel training methods, check it out. | 2023-08-18T20:37:39 | https://github.com/dcdmllm/cheetah | GodIsAWomaniser | github.com | 1970-01-01T00:00:00 | 0 | {} | 15uvlsm | false | null | t3_15uvlsm | /r/LocalLLaMA/comments/15uvlsm/cheetor_sota_multimodal/ | false | false | 42 | {'enabled': False, 'images': [{'id': 'Lb39gfZp9D5G5zigQOhqbElshmd4mXB4mtPad0NdVrM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/IS0tDo6S0Th8xN4H3aqRuhP21C_e9vSINqKBfUGynFk.jpg?width=108&crop=smart&auto=webp&s=70b2796eb9b3b7b1a4c21f6e7579834eed517142', 'width': 108}, {'height': 108, 'url': 'h... | |
Introducing the orca-mini chatbot powered by the orca-mini-v3-7b model | 1 |
👉 https://huggingface.co/spaces/psmathur/psmathur-orca_mini_v3_7b
🤔 How good is orca-mini-v3-7b?
Do the evaluation results from Huggingface Open LLM leaderboard translate to real-world use cases?
🔍 Now you can figure it out for yourself!
Dive into the chatbot and see how the open source 7b model stacks up in th... | 2023-08-18T20:11:44 | https://www.reddit.com/r/LocalLLaMA/comments/15uuy4h/introducing_the_orcamini_chatbot_powered_by_the/ | Remarkable-Spite-107 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15uuy4h | false | null | t3_15uuy4h | /r/LocalLLaMA/comments/15uuy4h/introducing_the_orcamini_chatbot_powered_by_the/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'ZaXzGqjwz7kjiDEGQj7IkQx76VANdzyaprmyHQNbn6o', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/BhWjGdGtDIiNtN5eaAiYaNnMOta4TtlPAK3Jik3eSSg.jpg?width=108&crop=smart&auto=webp&s=85242b3dab853888deebe0ee9c84210448b6dbc8', 'width': 108}, {'height': 116, 'url': 'h... |
ChatGPT | 0 | ChatGPT, in particular, gained massive popularity within a short period due to its ability to mimic human-like responses. It leverages machine learning algorithms trained on an extensive dataset, surpassing BERT in terms of training capacity.
LLMs like ChatGPT excel in generating personalized and contextually relevan... | 2023-08-18T19:45:17 | https://www.reddit.com/r/LocalLLaMA/comments/15uua51/chatgpt/ | Emergency_Hat9105 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15uua51 | false | null | t3_15uua51 | /r/LocalLLaMA/comments/15uua51/chatgpt/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'q_gcnTh0VBWEHa1CpHkZMWLDcaoygOegqbe0UUUjVYI', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/Ojn6hupD0TOTCs-TpLk-xzhJibCMSCGG-Q9R1XgZ7Uo.jpg?width=108&crop=smart&auto=webp&s=d845299c9c85ccc475919a74953503f6142b4ef6', 'width': 108}, {'height': 121, 'url': 'h... |
How do you really, really prompt Llama 2? | 67 |
There seems to be all sorts of ideas about how to properly prompt LLama2.
Sam Witteveen uses this formatting :
'''
[INST]<<SYS>> You are a Neuroscientist with a talent for explaining very complex subjects to lay people <</SYS>>
Chat History: {chat_history}
Human: {user_input}
Assistant:[/INST]
'''
Where as on t... | 2023-08-18T19:41:14 | https://www.reddit.com/r/LocalLLaMA/comments/15uu6lk/how_do_you_really_really_prompt_llama_2/ | jacobgolden | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15uu6lk | false | null | t3_15uu6lk | /r/LocalLLaMA/comments/15uu6lk/how_do_you_really_really_prompt_llama_2/ | false | false | self | 67 | null |
*Introducing "Endless AI": Chat with your AI Companions! 🤖❤️ [BETA TESTERS NEEDED]* | 0 |
Hey Redditors,
We're super excited to share our latest project: \*Endless AI\*. Ever felt like diving deep into conversation, sharing stories, or just having a casual chat without any human strings attached? Our app lets you do just that, with remarkable \*UNCENSORED\* and custom trained AI companions crafted to be... | 2023-08-18T19:40:20 | https://www.reddit.com/r/LocalLLaMA/comments/15uu5qr/introducing_endless_ai_chat_with_your_ai/ | Gummy_God | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15uu5qr | false | null | t3_15uu5qr | /r/LocalLLaMA/comments/15uu5qr/introducing_endless_ai_chat_with_your_ai/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'cMXrJgPGR84CfjTvZuz_djCWEJk4l3k8c2nvFQdrP8s', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/TKSK8ssLdeabMnQRCzKWc2PynN21NalZIjqH4mrZJA0.jpg?width=108&crop=smart&auto=webp&s=ea5630ff1755a41b4c86744b48830a96028f0794', 'width': 108}, {'height': 216, 'url': '... |
Quantize Per-Trained model Using QLoRa or LoRa , PFET Technique | 1 | i would like to ask how can I use QLoRa or Parameter-Efficient Fine-Tuning thin a model does not register at Hugging face instead is Based on [OFA](https://github.com/OFA-Sys/OFA)
Here the repo of the model: [GitHub - taokz/BiomedGPT: BiomedGPT: A Unified and Generalist Biomedical Generative Pre-trained Transfor... | 2023-08-18T19:39:20 | https://www.reddit.com/r/LocalLLaMA/comments/15uu4tt/quantize_pertrained_model_using_qlora_or_lora/ | Youness_Elbrag | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15uu4tt | false | null | t3_15uu4tt | /r/LocalLLaMA/comments/15uu4tt/quantize_pertrained_model_using_qlora_or_lora/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '1FobZ6IwsyLOVfEFJkGsi6RKWWC__8hAAU66GCSCBr0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/ZIHI58VkJ_iO4uitOhBxKp34A-y2e4l3iWQ1tiM4ox0.jpg?width=108&crop=smart&auto=webp&s=782d2a58fdf78a4f61e22121ac1f9a3463f20c8e', 'width': 108}, {'height': 108, 'url': 'h... |
Fine tuning in LLM | 0 | >!Fine-tuning!< is the process of adjusting the parameters of a foundation model to make it better at a specific task. Fine-tuning can be used to improve the performance of LLMs on a variety of tasks, such as machine translation, question answering, and text summarization. [learn LLM](https://hubs.la/Q01_wyKQ0) from ... | 2023-08-18T19:36:58 | https://www.reddit.com/r/LocalLLaMA/comments/15uu2pj/fine_tuning_in_llm/ | Emergency_Hat9105 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15uu2pj | false | null | t3_15uu2pj | /r/LocalLLaMA/comments/15uu2pj/fine_tuning_in_llm/ | false | false | default | 0 | {'enabled': False, 'images': [{'id': 'q_gcnTh0VBWEHa1CpHkZMWLDcaoygOegqbe0UUUjVYI', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/Ojn6hupD0TOTCs-TpLk-xzhJibCMSCGG-Q9R1XgZ7Uo.jpg?width=108&crop=smart&auto=webp&s=d845299c9c85ccc475919a74953503f6142b4ef6', 'width': 108}, {'height': 121, 'url': 'h... |
Llama-2-7B-32K-Instruct | 18 | 2023-08-18T18:54:46 | https://huggingface.co/togethercomputer/LLaMA-2-7B-32K | Thistleknot | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 15ut001 | false | null | t3_15ut001 | /r/LocalLLaMA/comments/15ut001/llama27b32kinstruct/ | false | false | 18 | {'enabled': False, 'images': [{'id': 'yoAlnlO31bWvxDt2ZPQlTqH9iazTvQwoeS-sUqsWgtw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/85BR1V8c4hx_wcFHOrIntRGZZLf-PLK-slB3rJOTsOY.jpg?width=108&crop=smart&auto=webp&s=ecde1bdfdd91dfd590fabe657c5615966e36eb14', 'width': 108}, {'height': 116, 'url': 'h... | ||
Who can tell me the Claude 2.0 restriction? | 1 | [removed] | 2023-08-18T18:03:27 | https://www.reddit.com/r/LocalLLaMA/comments/15uroe6/who_can_tell_me_the_claude_20_restriction/ | Turdoer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15uroe6 | false | null | t3_15uroe6 | /r/LocalLLaMA/comments/15uroe6/who_can_tell_me_the_claude_20_restriction/ | false | false | self | 1 | null |
Pluralistic: "Open" "AI" isn't (18 August 2023) - Cory gives a pretty good critique of the current status of open source a.i. | 8 | 2023-08-18T18:00:17 | https://pluralistic.net/2023/08/18/openwashing/ | freedom2adventure | pluralistic.net | 1970-01-01T00:00:00 | 0 | {} | 15url7v | false | null | t3_15url7v | /r/LocalLLaMA/comments/15url7v/pluralistic_open_ai_isnt_18_august_2023_cory/ | false | false | default | 8 | null | |
Can someone please explain this to me? I've tried different variations of the question and the result was always the same. I am baffled. Thank you. | 3 | 2023-08-18T17:48:54 | https://imgur.com/a/y38tMGV | Solstice_Projekt | imgur.com | 1970-01-01T00:00:00 | 0 | {} | 15urau5 | false | {'oembed': {'description': 'Discover the magic of the internet at Imgur, a community powered entertainment destination. Lift your spirits with funny jokes, trending memes, entertaining gifs, inspiring stories, viral videos, and so much more from users.', 'height': 190, 'html': '<iframe class="embedly-embed" src="https:... | t3_15urau5 | /r/LocalLLaMA/comments/15urau5/can_someone_please_explain_this_to_me_ive_tried/ | false | false | 3 | {'enabled': False, 'images': [{'id': 'qAIUWk9EyAKPcrkLq6Tb3JIqGkpmUTksR_yFYHzMQxI', 'resolutions': [{'height': 26, 'url': 'https://external-preview.redd.it/H_BJ_dCJhGsaPSeruvoiV92h65mkSaK8d5dSOB0N8Pk.jpg?width=108&crop=smart&auto=webp&s=ee212c44fbe876146e8dec10480d96284a78c67d', 'width': 108}, {'height': 53, 'url': 'ht... | ||
Is the gptq model format the same as exllama? | 7 | I converted my model with auto gptq and have a 4bit model, how can I use it with exllama ? Do I need to convert it again?
I thought exllama was using the same model format I converted in (4bits with auto gptq) but it's giving me an error about the header size beeing too big. | 2023-08-18T16:51:18 | https://www.reddit.com/r/LocalLLaMA/comments/15uptqv/is_the_gptq_model_format_the_same_as_exllama/ | biggieshiba | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15uptqv | false | null | t3_15uptqv | /r/LocalLLaMA/comments/15uptqv/is_the_gptq_model_format_the_same_as_exllama/ | false | false | self | 7 | null |
Releasing EverythingLM V2 dataset, now 100% GPT-4 generated! | 43 | [https://huggingface.co/datasets/totally-not-an-llm/EverythingLM-data-V2](https://huggingface.co/datasets/totally-not-an-llm/EverythingLM-data-V2)
It is in alpaca format for accessibility; the model will be trained like a normal chat model.
On HF I explained some issues in V1 that will hopefully be fixed. If anyone... | 2023-08-18T16:46:22 | https://www.reddit.com/r/LocalLLaMA/comments/15upp59/releasing_everythinglm_v2_dataset_now_100_gpt4/ | pokeuser61 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15upp59 | false | null | t3_15upp59 | /r/LocalLLaMA/comments/15upp59/releasing_everythinglm_v2_dataset_now_100_gpt4/ | false | false | self | 43 | {'enabled': False, 'images': [{'id': '89mhat411KgccFaMhErA53piAIEjmKvexhm2hpKNvMw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/x4IGoHkvUZg8NJ-KyMXq1LEoHQdYtjv0F75jXZqwNvI.jpg?width=108&crop=smart&auto=webp&s=a14cc468a829927330d55e3866039ab30334ddd2', 'width': 108}, {'height': 116, 'url': 'h... |
Fine-Tuning LLama2 models. | 1 | [removed] | 2023-08-18T16:24:19 | https://www.reddit.com/r/LocalLLaMA/comments/15up4lj/finetuning_llama2_models/ | arthurwolf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15up4lj | false | null | t3_15up4lj | /r/LocalLLaMA/comments/15up4lj/finetuning_llama2_models/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'WEqe5L9e3uodqGGDPhgCoDZAOTmDsrJCeVEVBjMJX-A', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/BBVZnIPu7jjjypwndVSHoI0Fkx6msOrFINQ55r5sWX8.jpg?width=108&crop=smart&auto=webp&s=cb8cd1fba0ca5df419eef882b37c7652264ce056', 'width': 108}, {'height': 113, 'url': 'h... |
Tokenizers Truncation during Fine-tuning with Large Texts | 1 | [removed] | 2023-08-18T16:08:22 | https://www.reddit.com/r/LocalLLaMA/comments/15uopwf/tokenizers_truncation_during_finetuning_with/ | nrepesh | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15uopwf | false | null | t3_15uopwf | /r/LocalLLaMA/comments/15uopwf/tokenizers_truncation_during_finetuning_with/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'gjHxd9rOFf-otsPthPyuAvgMsbSad0dlkDuex_1RVjE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/7tpHlvIQYEZAdqwnDuby7z-DaMmMRUw4wY9H5BVFjbk.jpg?width=108&crop=smart&auto=webp&s=a0b38ef2f95a8a36dd0a2d9f8cd228b34ed67b04', 'width': 108}, {'height': 108, 'url': 'h... |
Builing a RAG customer service chatbot | 4 | Hi there!
I have been working on a project to build a customer service chatbot. The bot would interact with clients and answer their questions. It will have access to documents to help it answer questions about things like pricing, available services etc.
I have been looking into langchain but I could only find qa ag... | 2023-08-18T14:58:06 | https://www.reddit.com/r/LocalLLaMA/comments/15umuqj/builing_a_rag_customer_service_chatbot/ | Amgadoz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15umuqj | false | null | t3_15umuqj | /r/LocalLLaMA/comments/15umuqj/builing_a_rag_customer_service_chatbot/ | false | false | self | 4 | null |
FlexFlow Serve: Low-Latency, High-Performance LLM Serving | 26 | Seems to be pretty decent at speeding up inference of llama models with speculative inference without too much memory overhead.
[https://github.com/flexflow/FlexFlow](https://github.com/flexflow/FlexFlow)
Would be interesting if it worked with quantized models. | 2023-08-18T14:22:52 | https://www.reddit.com/r/LocalLLaMA/comments/15ulyny/flexflow_serve_lowlatency_highperformance_llm/ | ptxtra | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ulyny | false | null | t3_15ulyny | /r/LocalLLaMA/comments/15ulyny/flexflow_serve_lowlatency_highperformance_llm/ | false | false | self | 26 | {'enabled': False, 'images': [{'id': '5TG_1S1MwC6RwxVLTAt8lvT26shRYwGIGC0lB6dy1VE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/HL6AYg8bOwyRuLR4IF73wdFJOn_4MIiPguS438vJ7e8.jpg?width=108&crop=smart&auto=webp&s=b6657a190aeb8f5eb125f5e00892e34affe66aef', 'width': 108}, {'height': 108, 'url': 'h... |
How to use gunicorn with LLAMA2 from Hugging Face ? | 5 | I have a Flask Server, where LLAMA model is loaded via AutoClass (into GPU) from Hugging Face. I am not able to make 'cuda' call when I launch it with gunicorn.
I am getting 'CUDA: Cannot re-initialize CUDA in forked subprocess'. I tried few workarounds from stackoverflow with no success.
Do you guys have any gist ... | 2023-08-18T14:10:21 | https://www.reddit.com/r/LocalLLaMA/comments/15ulnna/how_to_use_gunicorn_with_llama2_from_hugging_face/ | UncertainLangur | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ulnna | false | null | t3_15ulnna | /r/LocalLLaMA/comments/15ulnna/how_to_use_gunicorn_with_llama2_from_hugging_face/ | false | false | self | 5 | null |
text preprocessing (custom Dataset) | 2 | Hello guys :)
I created a custom dataset by converting scientific paper to txt files. Unfortunately I do not know how to delete informations like sources, picture captions, author-information etc...
1. Are there any methods/packages to clean the txt file? I tried to use spacy and detect senteces in order to delete... | 2023-08-18T13:40:59 | https://www.reddit.com/r/LocalLLaMA/comments/15ukwm7/text_preprocessing_custom_dataset/ | Enkay55 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ukwm7 | false | null | t3_15ukwm7 | /r/LocalLLaMA/comments/15ukwm7/text_preprocessing_custom_dataset/ | false | false | default | 2 | null |
API Documentation vs Comprehensive Tutorials: What's Your Preference? | 2 | Hey LLama Redditors,
I've been writing Declarai, an open-source llm-related library lately, and I've noticed two distinct approaches to educating users:
1. **API-Documented Approach**: Every class, method, and object is meticulously documented with full details. This often means you get a technical reference for each... | 2023-08-18T13:22:46 | https://www.reddit.com/r/LocalLLaMA/comments/15ukh0q/api_documentation_vs_comprehensive_tutorials/ | matkley12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ukh0q | false | null | t3_15ukh0q | /r/LocalLLaMA/comments/15ukh0q/api_documentation_vs_comprehensive_tutorials/ | false | false | self | 2 | null |
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