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How comparable is Exl2 4 bpw to 4-bit GPTQ? | 5 | I'm having some trouble getting good results with an Exl2 4 bpw model. Is it simply worse than GPTQ 4 bit or maybe there's something wrong I'm doing? | 2023-11-21T22:03:12 | https://www.reddit.com/r/LocalLLaMA/comments/180svg8/how_comparable_is_exl2_4_bpw_to_4bit_gptq/ | Ok_Shape3437 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180svg8 | false | null | t3_180svg8 | /r/LocalLLaMA/comments/180svg8/how_comparable_is_exl2_4_bpw_to_4bit_gptq/ | false | false | self | 5 | null |
Training Resources - Where To Start | 3 | Hi,
I'm looking to create an AI assistant using Llama. Just teaching myself, I'm familiar with Python.
I have experience developing with other LLMs but unsure where to start with LLaMA.
- How do you upload your own data source
- Adding the instructions. Is it similar to GPT models in that it creates a thread ID?
- ... | 2023-11-21T21:57:37 | https://www.reddit.com/r/LocalLLaMA/comments/180sqf8/training_resources_where_to_start/ | Ok-Victory-2791 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180sqf8 | false | null | t3_180sqf8 | /r/LocalLLaMA/comments/180sqf8/training_resources_where_to_start/ | false | false | self | 3 | null |
How the OpenAI fiasco could bolster Meta and the ‘open AI’ movement | 94 | 2023-11-21T21:45:22 | https://techcrunch.com/2023/11/21/how-the-openai-fiasco-could-bolster-meta-and-the-open-ai-movement/ | emptyplate | techcrunch.com | 1970-01-01T00:00:00 | 0 | {} | 180sfhe | false | null | t3_180sfhe | /r/LocalLLaMA/comments/180sfhe/how_the_openai_fiasco_could_bolster_meta_and_the/ | false | false | 94 | {'enabled': False, 'images': [{'id': 'W0IkKZsgPW7s_l6buSiMNqDw9p2gDhrrIlzFZiisbJA', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/MGllxnRvJD1xUooEqX4s6NMnaFFWq2lNneBW8hkKaVU.jpg?width=108&crop=smart&auto=webp&s=3d741803b0a255dccb42ef5c46f53ff245eb6d12', 'width': 108}, {'height': 121, 'url': 'h... | ||
Best llm model for training another model on dataset/best model to used trained data from data set? | 1 | Looking to train a particular model on a bunch of pdf's on gdscript coding language, wondering what the best method would be to do so, via all their official documentation and various tutorials and other documentation I've found to feed into it.
Cheers. | 2023-11-21T21:43:30 | https://www.reddit.com/r/LocalLLaMA/comments/180sdvm/best_llm_model_for_training_another_model_on/ | Maelstrom100 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180sdvm | false | null | t3_180sdvm | /r/LocalLLaMA/comments/180sdvm/best_llm_model_for_training_another_model_on/ | false | false | self | 1 | null |
Awful quantisation outputs with V100 | 2 | Potentially a dumb question, but when using awq and bitsnbytes quantisation on zephyr and mistral in colab, the outputs for using A100 vs V100 differ dramatically.
Using the same code and the following prompt
device = "cuda"
model_id = "TheBloke/zephyr-7B-alpha-AWQ"
model = AutoModelForCausalLM.from_pretr... | 2023-11-21T21:43:11 | https://www.reddit.com/r/LocalLLaMA/comments/180sdkh/awful_quantisation_outputs_with_v100/ | gpu_go_brrr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180sdkh | false | null | t3_180sdkh | /r/LocalLLaMA/comments/180sdkh/awful_quantisation_outputs_with_v100/ | false | false | self | 2 | null |
LM Studio Having Issues Downloading Models | 2 | I've installed LM Studio on 2 different computers. A PC and the other a Mac M2. I don't seem to have issues on the PC but I can't seem to get LM Studio to download any models. It just fails instantly. File paths look good too.. Anyone else have this issue on Mac and if so, how did you resolve it? | 2023-11-21T21:10:59 | https://www.reddit.com/r/LocalLLaMA/comments/180rl6s/lm_studio_having_issues_downloading_models/ | FloridaManIssues | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180rl6s | false | null | t3_180rl6s | /r/LocalLLaMA/comments/180rl6s/lm_studio_having_issues_downloading_models/ | false | false | default | 2 | null |
slow prompt eval time on 3060 normal or some bug ? | 2 | hello i am currently trying to set up a rag pipline and i noticed that as my prompts get longer and filled with context the tokens per second decrease drastically. from 10-20 ish down to 2 or less i am using llama.cpp running currently a 4q llama2 7b model on my 3060 laptop with 6gb of vram(using cuda).
I dont un... | 2023-11-21T20:50:29 | https://www.reddit.com/r/LocalLLaMA/comments/180r366/slow_prompt_eval_time_on_3060_normal_or_some_bug/ | Noxusequal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180r366 | false | null | t3_180r366 | /r/LocalLLaMA/comments/180r366/slow_prompt_eval_time_on_3060_normal_or_some_bug/ | false | false | self | 2 | null |
Claude 2.1 (200K Context Window) Benchmarks | 34 | [https://bito.ai/blog/claude-2-1-200k-context-window-benchmarks/](https://bito.ai/blog/claude-2-1-200k-context-window-benchmarks/)
https://preview.redd.it/t2b1axg1kr1c1.jpg?width=4096&format=pjpg&auto=webp&s=1d3b116d46e2937cad87d38c78deaef2d0e64c6c | 2023-11-21T20:48:54 | https://www.reddit.com/r/LocalLLaMA/comments/180r1s5/claude_21_200k_context_window_benchmarks/ | trulyfurqan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180r1s5 | false | null | t3_180r1s5 | /r/LocalLLaMA/comments/180r1s5/claude_21_200k_context_window_benchmarks/ | false | false | 34 | {'enabled': False, 'images': [{'id': 'h4YuTTFGra_FNcR23Vkip9tA8JQLE1iez79a1W0ZzQo', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/-83frLc_ROPbA1DgP2F-DcPIkc2tdqzE9tsfbzyOeMM.jpg?width=108&crop=smart&auto=webp&s=528857bc96a8354e50c510b3f67d753abb986724', 'width': 108}, {'height': 144, 'url': 'h... | |
Can't handle efficiently RAG with large PDF | 4 | Hi,
I've issues when Q&A my PDF:
* \- I don't have consistency
* \- Tried many models (embedding/llm)
* \- Tried many methods
* \- I have 20% hallucination, especialy with "president" and "mickael jackson"
ex1 (this one is correct):
>\> question: How much net income for Amazon in 2020, 2021 and 2022 ?
>
>\> ... | 2023-11-21T20:39:41 | https://www.reddit.com/r/LocalLLaMA/comments/180qtw3/cant_handle_efficiently_rag_with_large_pdf/ | Temporary-Size7310 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180qtw3 | false | null | t3_180qtw3 | /r/LocalLLaMA/comments/180qtw3/cant_handle_efficiently_rag_with_large_pdf/ | false | false | self | 4 | null |
How to connect local LLM to Whatsapp? | 1 | I want to chat to my local LLM in oobabooga via WhatsApp. Is it possible?
If it's possible, how can it handle different chat from different number at the same time? | 2023-11-21T20:00:26 | https://www.reddit.com/r/LocalLLaMA/comments/180pwrr/how_to_connect_local_llm_to_whatsapp/ | Background_Aspect_36 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180pwrr | false | null | t3_180pwrr | /r/LocalLLaMA/comments/180pwrr/how_to_connect_local_llm_to_whatsapp/ | false | false | self | 1 | null |
Stable Diffusion - Video - New models ! | 8 | (SVD) Image-to-Video is a latent diffusion model trained to generate short video clips from an image conditioning. This model was trained to generate 25 frames at resolution 576x1024 given a context frame of the same size, finetuned from [**SVD Image-to-Video \[14 frames\]**](https://huggingface.co/stabilityai/stable-v... | 2023-11-21T19:29:14 | https://www.reddit.com/r/LocalLLaMA/comments/180p69h/stable_diffusion_video_new_models/ | super-helper | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180p69h | false | null | t3_180p69h | /r/LocalLLaMA/comments/180p69h/stable_diffusion_video_new_models/ | false | false | self | 8 | {'enabled': False, 'images': [{'id': '52e1J2ilskOvaFeNER4QVvMd53oeS889tUP33dW2gAY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/5zqsVCBQyxFCwHCoEKNp3JoAslR8468nS_1v_hrdwEo.jpg?width=108&crop=smart&auto=webp&s=ca354e0fdabc28364f9cf04ee17521d911aefe74', 'width': 108}, {'height': 116, 'url': 'h... |
how to speed up coqui xtts inference | 3 | Using the official streaming server from coqui for the xtts model, we are running into slow inference speed on powerful gpus
[https://github.com/coqui-ai/xtts-streaming-server/tree/main](https://github.com/coqui-ai/xtts-streaming-server/tree/main)
for example, on a h100 \~7s
python ./test_streaming.py --server_u... | 2023-11-21T19:27:07 | https://www.reddit.com/r/LocalLLaMA/comments/180p4fy/how_to_speed_up_coqui_xtts_inference/ | Goericke | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180p4fy | false | null | t3_180p4fy | /r/LocalLLaMA/comments/180p4fy/how_to_speed_up_coqui_xtts_inference/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'Ec_WPkf3kOjAyy_QzhljLbP9I8XJBbGGcm3xZfKQN0c', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/C1RDGzCFQa5ZkRbQ4vvpFiB6ahDHi9wOSYIHZynExXU.jpg?width=108&crop=smart&auto=webp&s=446c0c446147ae3e5f56e61c1470d4a80d788674', 'width': 108}, {'height': 108, 'url': 'h... |
New Claude 2.1 Refuses to kill a Python process :) | 699 | 2023-11-21T19:23:17 | yiyecek | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 180p17f | false | null | t3_180p17f | /r/LocalLLaMA/comments/180p17f/new_claude_21_refuses_to_kill_a_python_process/ | false | false | 699 | {'enabled': True, 'images': [{'id': 'vmehhN31Edi5xAyXH1cZS-swv1q4t-mqNwsqQnkTw_k', 'resolutions': [{'height': 31, 'url': 'https://preview.redd.it/w4flnloi4r1c1.png?width=108&crop=smart&auto=webp&s=d684f148c23986087efceb816606802f130a0557', 'width': 108}, {'height': 62, 'url': 'https://preview.redd.it/w4flnloi4r1c1.png?... | |||
LLMS for Invoice Processing | 4 | Hi Gang!
My business use case is pretty simple and wanted some help from you guys! I am doing some kind of invoice modelling where my X data have some raw text which is being extracted from a real invoice using OCR, now the Y data contains JSON objects with some key value pairs, keys mostly being headers and some wor... | 2023-11-21T18:52:47 | https://www.reddit.com/r/LocalLLaMA/comments/180oaxy/llms_for_invoice_processing/ | Pinaka-X | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180oaxy | false | null | t3_180oaxy | /r/LocalLLaMA/comments/180oaxy/llms_for_invoice_processing/ | false | false | self | 4 | null |
Discrepancy between TheBloke_Orca-2-13B-GPTQ and the original one with the tested logic question | 11 | 2023-11-21T18:44:03 | Longjumping-Bake-557 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 180o3ga | false | null | t3_180o3ga | /r/LocalLLaMA/comments/180o3ga/discrepancy_between_thebloke_orca213bgptq_and_the/ | false | false | 11 | {'enabled': True, 'images': [{'id': 'qjxMeCB4LWJsKlqmLmvDI-8N3393rO154SxAUatOHPc', 'resolutions': [{'height': 142, 'url': 'https://preview.redd.it/5c06am7ewq1c1.jpg?width=108&crop=smart&auto=webp&s=8ffb4c18c5bcf7b1c20f09c898a85143d565daec', 'width': 108}, {'height': 284, 'url': 'https://preview.redd.it/5c06am7ewq1c1.jp... | |||
Chain of thought really helps :P | 138 | 2023-11-21T18:33:53 | MoffKalast | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 180nv7g | false | null | t3_180nv7g | /r/LocalLLaMA/comments/180nv7g/chain_of_thought_really_helps_p/ | false | false | 138 | {'enabled': True, 'images': [{'id': 'vHZwToEVudADF75LvcvzfCzqA9FhQ8JSlP3TFj9ubGY', 'resolutions': [{'height': 132, 'url': 'https://preview.redd.it/xy387tmwvq1c1.png?width=108&crop=smart&auto=webp&s=cde26108c73526217d2bc8a459bb6ca174a34df2', 'width': 108}, {'height': 264, 'url': 'https://preview.redd.it/xy387tmwvq1c1.pn... | |||
Any alternatives to couqi for TTS? | 23 | Hey guys,
So TLDR is elevenlabs / play.ht is WAY too expensive for a realtime chat app, and we need an alternative. Guessing this is why [character](https://blog.character.ai/new-feature-announcement-character-voice/) is rolling their own voice model, & obviously most apps can't do that, so what are the alternative... | 2023-11-21T18:19:52 | https://www.reddit.com/r/LocalLLaMA/comments/180njji/any_alternatives_to_couqi_for_tts/ | enterguild | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180njji | false | null | t3_180njji | /r/LocalLLaMA/comments/180njji/any_alternatives_to_couqi_for_tts/ | false | false | self | 23 | {'enabled': False, 'images': [{'id': '7R1mJtxAw3yFa8KIeLgYH7zUT0ZE7ymKLrQs_JMaeJk', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/8V18eVJvN4UoVjL1mbzYEfKvftONBjqodHLNCLDGWzo.jpg?width=108&crop=smart&auto=webp&s=200193134e744d0f2562b6d9dfa2a015fb754e7c', 'width': 108}, {'height': 121, 'url': 'h... |
What LLM does yodayo use for the Tavern? Asking for a recommendation of roleplay opensource LLM. | 1 | What did yodayo use as the base llm for the roleplay in their tavern??? I just tried it and to be honest I'm very impressed...
I'm working with Ai for almost a year, works most of the time with big llms like 70b+ and GPT4. And appreciate their quality for my purposes, but they are not even close in role play. I und... | 2023-11-21T18:12:35 | https://www.reddit.com/r/LocalLLaMA/comments/180ndjj/what_llm_does_yodayo_use_for_the_tavern_asking/ | SeaworthinessLow4382 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180ndjj | false | null | t3_180ndjj | /r/LocalLLaMA/comments/180ndjj/what_llm_does_yodayo_use_for_the_tavern_asking/ | false | false | self | 1 | null |
Why isn't anyone building an Oogabooga-like app for Android and iPhone? | 2 |
With high-end Android phones now packing upwards of 24GB of RAM, I think there's huge potential for an app like this. It would be amazing to have something as powerful as the future Mistral 13B model running natively on smartphones!
With high-end Android phones now packing upwards of 24GB of RAM, I think there's hu... | 2023-11-21T18:09:11 | https://www.reddit.com/r/LocalLLaMA/comments/180nar9/why_isnt_anyone_building_an_oogaboogalike_app_for/ | Winter_Tension5432 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180nar9 | false | null | t3_180nar9 | /r/LocalLLaMA/comments/180nar9/why_isnt_anyone_building_an_oogaboogalike_app_for/ | false | false | self | 2 | null |
is it possible to fine-tune coqui/XTTS-v2 as a single speaker model? | 15 | Wondering if it's possible to fine-tune coqui/XTTS-v2 as a single speaker model
In the project's readme: [https://huggingface.co/coqui/XTTS-v2](https://huggingface.co/coqui/XTTS-v2) there are only examples on how to inference using a `speaker_wav` for voice cloning at runtime
In a community discussion on the repo i a... | 2023-11-21T17:46:03 | https://www.reddit.com/r/LocalLLaMA/comments/180mrv7/is_it_possible_to_finetune_coquixttsv2_as_a/ | Goericke | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180mrv7 | false | null | t3_180mrv7 | /r/LocalLLaMA/comments/180mrv7/is_it_possible_to_finetune_coquixttsv2_as_a/ | false | false | self | 15 | {'enabled': False, 'images': [{'id': 'P9eOUf_Bw60a1zarPbq1EZBNK1pKMCzz7JP-Uq3xW4U', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/pC-cT8jvBtvVDnS6NM_qqNi-2_SMtxVLjL2j3woYL8k.jpg?width=108&crop=smart&auto=webp&s=c66b57b68647f23b66b6b2376826e4737e279fd5', 'width': 108}, {'height': 116, 'url': 'h... |
ExLlamaV2: The Fastest Library to Run LLMs | 174 | Is this accurate? | 2023-11-21T17:45:17 | https://towardsdatascience.com/exllamav2-the-fastest-library-to-run-llms-32aeda294d26 | alchemist1e9 | towardsdatascience.com | 1970-01-01T00:00:00 | 0 | {} | 180mr6s | false | null | t3_180mr6s | /r/LocalLLaMA/comments/180mr6s/exllamav2_the_fastest_library_to_run_llms/ | false | false | 174 | {'enabled': False, 'images': [{'id': 'LqsEY1veCoSbvOK7pkWKyzm4IpHnCOwKgutQRsG6h2Y', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/_3bDO2qvrX-pgwm1gI2QJltqn7hy_LNiwN3kRsEdE_g.jpg?width=108&crop=smart&auto=webp&s=d52eef4f79717215911efb859520998d15113f6c', 'width': 108}, {'height': 121, 'url': 'h... | |
Llama cpp finetune with GPU | 6 | I noticed that finally Llama cpp added -ngl option to finetune command. However theres a comment from AndrewGodfrey
https://github.com/ggerganov/llama.cpp/issues/3458#issuecomment-1809422256
mentioning that gpu offload wouldnt help speed up at all. I tried this on my M2 Mac and it does seem to be the case.
I'm relati... | 2023-11-21T17:43:35 | https://www.reddit.com/r/LocalLLaMA/comments/180mpt6/llama_cpp_finetune_with_gpu/ | touchaponk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180mpt6 | false | null | t3_180mpt6 | /r/LocalLLaMA/comments/180mpt6/llama_cpp_finetune_with_gpu/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'UAi_s6eeDUZ17ieXOtZiPKbo6gm_K9u-ZBij0FSQG1c', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/MljRMgtWx7S8whbdOBR1TuuaH1heD6MxfQP9EpC5pqQ.jpg?width=108&crop=smart&auto=webp&s=b5868c6450fc0082887698e3ca5f44068cc267c3', 'width': 108}, {'height': 108, 'url': 'h... |
Help: Ollama obsidian plugin | 1 | I'm new to Ollama and I'm trying to use it in obsidian and get a feel for how it works with post.
I have it running on my server in the network, so instead of localhost, I'm using the static Ip for the server.
but the connection is refused, how do I fix this or configure it to accept requests from other than localhost... | 2023-11-21T16:47:04 | https://www.reddit.com/r/LocalLLaMA/comments/180ldy4/help_ollama_obsidian_plugin/ | BlankCrystal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180ldy4 | false | null | t3_180ldy4 | /r/LocalLLaMA/comments/180ldy4/help_ollama_obsidian_plugin/ | false | false | self | 1 | null |
Need help with prompt for generating a fine-tuning dataset focused on JSON output | 2 | I want to create a fine-tuning dataset that I can use with several models through Axolotl (like Mistral, Llama 2, and Falcon) to improve the model's ability to extract requested information from a paragraph and output that in JSON format. I am using [lm-format-enforcer](https://github.com/noamgat/lm-format-enforcer) to... | 2023-11-21T16:27:53 | https://www.reddit.com/r/LocalLLaMA/comments/180kxmx/need_help_with_prompt_for_generating_a_finetuning/ | ResearchTLDR | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180kxmx | false | null | t3_180kxmx | /r/LocalLLaMA/comments/180kxmx/need_help_with_prompt_for_generating_a_finetuning/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'CJHgDb65DIxm9-UlRjuBuWfYKJNLT-w8rn0M6DKr44Q', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/4JH6j1uMPjLA_P-m5ZuYLxwXkxtawp57qgcL4xKta_A.jpg?width=108&crop=smart&auto=webp&s=eb74bd4c82a553c415d38300021c94da43326e81', 'width': 108}, {'height': 108, 'url': 'h... |
Gradio or streamlit for prototyping and why? | 3 | name pretty much says it all | 2023-11-21T16:25:34 | https://www.reddit.com/r/LocalLLaMA/comments/180kvsx/gradio_or_streamlit_for_prototyping_and_why/ | llamasaresavager | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180kvsx | false | null | t3_180kvsx | /r/LocalLLaMA/comments/180kvsx/gradio_or_streamlit_for_prototyping_and_why/ | false | false | self | 3 | null |
How do I stop LLAMA-2 chat from presenting text before the answer? | 1 | [removed] | 2023-11-21T16:20:58 | https://www.reddit.com/r/LocalLLaMA/comments/180ks3f/how_do_i_stop_llama2_chat_from_presenting_text/ | carvalholuz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180ks3f | false | null | t3_180ks3f | /r/LocalLLaMA/comments/180ks3f/how_do_i_stop_llama2_chat_from_presenting_text/ | false | false | self | 1 | null |
Who Is Ilya Sutskever? The Openai Cofounder Who Helped Oust Ceo Sam Altman, Says He “Deeply Regrets” His Role And Threatens To Quit Unless Board Resigns | 6 | 2023-11-21T16:07:48 | https://news.google.com/articles/CBMiKmh0dHBzOi8vd3d3LmNlbGVic3dlZWsuY29tL2lseWEtc3V0c2tldmVyL9IBAA?hl=en-AU&gl=AU&ceid=AU%3Aen | SuggestedQuotes | news.google.com | 1970-01-01T00:00:00 | 0 | {} | 180khgq | false | null | t3_180khgq | /r/LocalLLaMA/comments/180khgq/who_is_ilya_sutskever_the_openai_cofounder_who/ | false | false | 6 | {'enabled': False, 'images': [{'id': 'Bfjsq6ZmAcNstG3Fnib1iKt1b-LW3Q9ENLP43TRUDf8', 'resolutions': [{'height': 130, 'url': 'https://external-preview.redd.it/FkVkBTgdRFimePoqirTgW3D2bx-0-S4bVfNGSrACLSI.jpg?width=108&crop=smart&auto=webp&s=1a2a39bc596960e2165cfee5f30164adae241195', 'width': 108}, {'height': 261, 'url': '... | ||
Has anybody successfully implemented web search/browsing for their local LLM? | 42 | GPT-4 surprisingly excels at Googling (Binging?) to retrieve up-to-date information about current issues. Tools like Perplexity.ai are impressive. Now that we have a highly capable smaller-scale model, I feel like not enough open-source research is being directed towards enabling local models to perform internet search... | 2023-11-21T15:46:06 | https://www.reddit.com/r/LocalLLaMA/comments/180jz0x/has_anybody_successfully_implemented_web/ | azurisme | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180jz0x | false | null | t3_180jz0x | /r/LocalLLaMA/comments/180jz0x/has_anybody_successfully_implemented_web/ | false | false | self | 42 | null |
I need help with gguf files naming signification | 1 | Hi everybody. I have installed GPT4all on my desktop computer and used it a bit with a model I downloaded. When downloading this model, I knew I was looking for a gguf file and the repository was easy to understand because it contained only one gguf file clearly named. Now I'm interested in trying other models and I'm ... | 2023-11-21T15:05:26 | https://www.reddit.com/r/LocalLLaMA/comments/180j1u5/i_need_help_with_gguf_files_naming_signification/ | closingloops | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180j1u5 | false | null | t3_180j1u5 | /r/LocalLLaMA/comments/180j1u5/i_need_help_with_gguf_files_naming_signification/ | false | false | self | 1 | null |
Should I use LoRa, RLHF or DPO? | 1 | I'm thinking of using Llama 2 to detect spam messages:
1) The model will first be fine tuned using LoRa/PEFT with some public dataset.
2) Then, when given a block of text, it will decide if it's spam and provide reasons for the user.
3) However, there can be false positives etc., so I figured a way to combat this wo... | 2023-11-21T14:56:04 | https://www.reddit.com/r/LocalLLaMA/comments/180itzn/should_i_use_lora_rlhf_or_dpo/ | hadal1337 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180itzn | false | null | t3_180itzn | /r/LocalLLaMA/comments/180itzn/should_i_use_lora_rlhf_or_dpo/ | false | false | self | 1 | null |
Video-LLaVA can describe both image and video input. | 52 | 2023-11-21T14:48:42 | https://github.com/PKU-YuanGroup/Video-LLaVA | chibop1 | github.com | 1970-01-01T00:00:00 | 0 | {} | 180io97 | false | null | t3_180io97 | /r/LocalLLaMA/comments/180io97/videollava_can_describe_both_image_and_video_input/ | false | false | 52 | {'enabled': False, 'images': [{'id': 'mRMU8WtCemNScR5BHteo07dUT_SitFjgYrOViHJX7MA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/_0eIWy9cl5jhop3irDp7ep24EuOQG9eRtAMI7OJAD00.jpg?width=108&crop=smart&auto=webp&s=1e7fe9d532875b5af8a732ca9391a19aa93f10de', 'width': 108}, {'height': 108, 'url': 'h... | ||
Pay-Per-Token Service with Fine-Tuned Model and LoRA Adapters | 1 | Hey everyone!
I've been diving into the world of locally large language models, such as Llama2 13B or 70B, for various personal and business applications. However, hosting my local model on AWS has proven to be quite expensive, not to mention the added complexity of managing infrastructure, especially when dealing wi... | 2023-11-21T14:38:55 | https://www.reddit.com/r/LocalLLaMA/comments/180igkf/paypertoken_service_with_finetuned_model_and_lora/ | PinballOscuro | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180igkf | false | null | t3_180igkf | /r/LocalLLaMA/comments/180igkf/paypertoken_service_with_finetuned_model_and_lora/ | false | false | self | 1 | null |
Is there any point in keeping GPTQ files? | 5 | I’ve been replacing my collection of GPTQ models with AWQ versions. Is there any point in keeping the GPTQ versions, or are they totally redundant now? | 2023-11-21T14:25:50 | https://www.reddit.com/r/LocalLLaMA/comments/180i65l/is_there_any_point_in_keeping_gptq_files/ | LowAmplitudeWorlds | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180i65l | false | null | t3_180i65l | /r/LocalLLaMA/comments/180i65l/is_there_any_point_in_keeping_gptq_files/ | false | false | self | 5 | null |
What’s the prompt you guys use for function calling in LLMs? | 26 | My understanding of LLM function calling is roughly as follows:
1. You “list” all the functions the model can call in the prompt
2. ???
3. The model knows when to return the “function names” (either in json or otherwise) during conversation
Does anyone have any advice or examples on what prompt should I use? | 2023-11-21T12:52:53 | https://www.reddit.com/r/LocalLLaMA/comments/180galp/whats_the_prompt_you_guys_use_for_function/ | Tasty-Lobster-8915 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180galp | false | null | t3_180galp | /r/LocalLLaMA/comments/180galp/whats_the_prompt_you_guys_use_for_function/ | false | false | self | 26 | null |
Intel Lunar Lake-MX | 3 | According to these leaks they seem to be developing something similar to Apples M series chipset shared lpddr-5 ram, shared across iGPU and CPU (I think?).
Looks like a maximum of 32gb though. And probably not as fast as the high end macs. But still promising that other, notably cheaper manufacturers are trying t... | 2023-11-21T12:49:07 | https://www.reddit.com/r/LocalLLaMA/comments/180g7u5/intel_lunar_lakemx/ | Monkey_1505 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180g7u5 | false | null | t3_180g7u5 | /r/LocalLLaMA/comments/180g7u5/intel_lunar_lakemx/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'alJVkgCUyvPsJvrUczqddhoS825-csBr074qYPvEzG0', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/cRz4bxPvqeXyvbcjN-zTU4mUPnEVHn9YYKGVrtvZxZo.jpg?width=108&crop=smart&auto=webp&s=01c6398e47c031fcbd6c01e4c089988cbffda832', 'width': 108}, {'height': 121, 'url': 'h... |
How do I know which model is good for which purpose? | 2 | I think what I'm trying to ask is, is there an informational site or resource that tells me what the names mean? What is a MythoMax or a Tie fighter or a mistral, which is good for roleplay, which is a mix and of what, which for chatting etc etc. | 2023-11-21T12:38:52 | https://www.reddit.com/r/LocalLLaMA/comments/180g0x9/how_do_i_know_which_model_is_good_for_which/ | Mobile-Bandicoot-553 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180g0x9 | false | null | t3_180g0x9 | /r/LocalLLaMA/comments/180g0x9/how_do_i_know_which_model_is_good_for_which/ | false | false | self | 2 | null |
UC Berkeley Researchers Enhance AI Dialogue with Reinforcement Learning: Outperforms GPT Model | 5 | 2023-11-21T12:28:25 | https://www.brief.news/stories/dd812579-0cd3-417e-94f6-d668ccc6465a?v=f&p=b | Upbeat-Interaction13 | brief.news | 1970-01-01T00:00:00 | 0 | {} | 180fu7z | false | null | t3_180fu7z | /r/LocalLLaMA/comments/180fu7z/uc_berkeley_researchers_enhance_ai_dialogue_with/ | false | false | 5 | {'enabled': False, 'images': [{'id': 'uij_cBep845GGKmOUmsVKN78iV20rpIljTES4zd9TL8', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/xPSGESKmTpkvgaMgyNTyVuOpibyaeAQA4KW8pRfFtCU.jpg?width=108&crop=smart&auto=webp&s=b671ed577c78f014751fec585e8bb9dea7d5f92f', 'width': 108}, {'height': 113, 'url': 'h... | ||
Got issues with the Orca 2 prompt template. Above you see the chat output, below the raw text of prompt and responses. Looks almost as if it's the wrong template, but according to TheBloke's model page it should be the correct one. Anyone else having these issues? | 1 | 2023-11-21T12:04:26 | Severin_Suveren | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 180ffky | false | null | t3_180ffky | /r/LocalLLaMA/comments/180ffky/got_issues_with_the_orca_2_prompt_template_above/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'qyzoyghkDJnDdOaQZ9sXylvm9QFoCPoF0pkFNgQ9Sko', 'resolutions': [{'height': 62, 'url': 'https://preview.redd.it/hwuli069yo1c1.png?width=108&crop=smart&auto=webp&s=74de1ed1a5911f05af2842f0686fd3cb84a1f2b4', 'width': 108}, {'height': 125, 'url': 'https://preview.redd.it/hwuli069yo1c1.png... | |||
Oatmeal: Terminal UI to chat with large language models (LLM) using different model backends, and integrations with your favourite editors! | 1 | 2023-11-21T11:54:16 | https://github.com/dustinblackman/oatmeal | DustinHeroin | github.com | 1970-01-01T00:00:00 | 0 | {} | 180f9cs | false | null | t3_180f9cs | /r/LocalLLaMA/comments/180f9cs/oatmeal_terminal_ui_to_chat_with_large_language/ | false | false | 1 | {'enabled': False, 'images': [{'id': '9sxIn391RZ7KiXtl9O-0nluQjAatTYr_7mDBEG778u0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/SUZK5KCx2CrfFg53YIh1SdiglAR-6WCprGdeq5VhYek.jpg?width=108&crop=smart&auto=webp&s=2cca7f264cdbc0c81ef4da601680a421851b47c0', 'width': 108}, {'height': 108, 'url': 'h... | ||
is it worth to fine tune mistral7b on data that is 100% arabic to create a chatbot? | 2 | I'm impressed by the capabilities of Mistral's recent 7b model and am contemplating whether my specific use case aligns with those who have successfully engaged in fine-tuning efforts. My objective is to fine-tune the model using a dataset in Arabic, which will be internally based on our company policies and documents... | 2023-11-21T11:39:27 | https://www.reddit.com/r/LocalLLaMA/comments/180f0zi/is_it_worth_to_fine_tune_mistral7b_on_data_that/ | ta9ate | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180f0zi | false | null | t3_180f0zi | /r/LocalLLaMA/comments/180f0zi/is_it_worth_to_fine_tune_mistral7b_on_data_that/ | false | false | self | 2 | null |
LLM + SD Roleplay Webui | 1 | [removed] | 2023-11-21T11:32:51 | https://github.com/rbourgeat/ImpAI | krolhm | github.com | 1970-01-01T00:00:00 | 0 | {} | 180exbz | false | null | t3_180exbz | /r/LocalLLaMA/comments/180exbz/llm_sd_roleplay_webui/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'fqbYpq-nc0hqVscEupAUtGAk87UwJ_7iclc6T5Xxf3k', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/GeNwQq2K57vbP7Sh2Tnth6WHJD10UWkwEqcdOPmYhnc.jpg?width=108&crop=smart&auto=webp&s=42b289a2e1c694a13b2b7b18b00fd8e2aed0f02c', 'width': 108}, {'height': 108, 'url': 'h... | |
New Module for LLM Models Evaluation from Deepchecks | 1 | [removed] | 2023-11-21T11:24:11 | https://www.reddit.com/r/LocalLLaMA/comments/180esg1/new_module_for_llm_models_evaluation_from/ | liamsagely | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180esg1 | false | null | t3_180esg1 | /r/LocalLLaMA/comments/180esg1/new_module_for_llm_models_evaluation_from/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'ObUhKJ1gh86pRhqVZ0sgMPgnyopJpOQvGsgARmLNkK4', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/yWTGLwCqDztFqrTjuh9leAvo8t5N8ysfYG8Hl1ONvAs.jpg?width=108&crop=smart&auto=webp&s=294d2aeafcd37ceebaac8e518a662310b1cb1880', 'width': 108}, {'height': 144, 'url': 'h... |
Satya already ordered to go full throttle on Llama and derivates like Mistral after this debacle (Bloomberg interview @4:51min) | 1 | 2023-11-21T10:38:06 | ultrapcb | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 180e45v | false | null | t3_180e45v | /r/LocalLLaMA/comments/180e45v/satya_already_ordered_to_go_full_throttle_on/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'ZdfLLEeOUShM6_Lc48XFGsNrEWG1U0t0M7yJTSN-dWs', 'resolutions': [{'height': 86, 'url': 'https://preview.redd.it/xvvb5tayio1c1.png?width=108&crop=smart&auto=webp&s=4ce528bfec1419953006123f6f5f16ecdd3af5c7', 'width': 108}, {'height': 172, 'url': 'https://preview.redd.it/xvvb5tayio1c1.png... | |||
Hallucinations are associable | 4 | I've realized that every hallucination of LLMs are associable and are never just total bullshit. Also, as far as I have experienced, the LLMs are capable to explain why they thought this way, so they are capable of explaining you how to avoid this. What do you think about this and have experienced something similar? | 2023-11-21T09:39:39 | https://www.reddit.com/r/LocalLLaMA/comments/180db6x/hallucinations_are_associable/ | Deep-View-2411 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180db6x | false | null | t3_180db6x | /r/LocalLLaMA/comments/180db6x/hallucinations_are_associable/ | false | false | self | 4 | null |
OpenChat finetunes? | 1 | Is any of you planning to finetune or aware of finutunes of openchat models coming out anytime soon?
Considering the new OpenChat-3.5 7B seems to perform similarly or better than mistral 7B you'd think there would tons of finetunes just like there are for the mistral base.
Is there any reason for it? | 2023-11-21T09:17:48 | https://www.reddit.com/r/LocalLLaMA/comments/180d0qf/openchat_finetunes/ | paryska99 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180d0qf | false | null | t3_180d0qf | /r/LocalLLaMA/comments/180d0qf/openchat_finetunes/ | false | false | self | 1 | null |
used 3090 vs 4060ti on 15+ yrs old rig help | 3 | **tldr**: can i just drop a used 3090 in my old PC or would be a 4060ti new safer option?
Hi all!
I really want to make my feet wet in running local LLM, especially
* inferencing of 7b models
* some QLora fun
I'd like also to have fun running bigger, quantized models and, if possible, finetune some smallish model ... | 2023-11-21T08:53:28 | https://www.reddit.com/r/LocalLLaMA/comments/180coup/used_3090_vs_4060ti_on_15_yrs_old_rig_help/ | C080 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180coup | false | null | t3_180coup | /r/LocalLLaMA/comments/180coup/used_3090_vs_4060ti_on_15_yrs_old_rig_help/ | false | false | self | 3 | null |
I built Copilot replacement | 104 | I tried to run locally various networks for code completion, but it turns out most of the plugins are just directly feed data to neural network and that’s why they all suck, so I built a new that has required preprocessing and uses ollama instead of something weird. | 2023-11-21T07:54:05 | https://marketplace.visualstudio.com/items?itemName=ex3ndr.llama-coder | stevekite | marketplace.visualstudio.com | 1970-01-01T00:00:00 | 0 | {} | 180bu1k | false | null | t3_180bu1k | /r/LocalLLaMA/comments/180bu1k/i_built_copilot_replacement/ | false | false | 104 | {'enabled': False, 'images': [{'id': '_Nubp4ZWfjOyIMlAKZ85JBj8Od7UxL5sPUP9FE_baUY', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/VhhDMyrsR5dqsEWhLdV_yJaGlVF_KqdSOW9SSghm6rU.jpg?width=108&crop=smart&auto=webp&s=3f9f54fe1c7b0d9e9609f9f5e1c88e2599e332c2', 'width': 108}, {'height': 216, 'url': '... | |
Step-Back QA like prompting | 1 | [removed] | 2023-11-21T07:20:51 | https://www.reddit.com/r/LocalLLaMA/comments/180bc34/stepback_qa_like_prompting/ | Tejasw__ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180bc34 | false | null | t3_180bc34 | /r/LocalLLaMA/comments/180bc34/stepback_qa_like_prompting/ | false | false | self | 1 | null |
I need people to test my experiment - Dynamic Temperature | 75 | So I have an experimental build of Kobold that allows for Dynamic Temperature sampling. Some people tell me that dynamic temp has become a mainstay of their configurations, and poses a novel question.
## Why would you need a Dynamic Temperature?
* Typical attempts to make language models more varied and creative thro... | 2023-11-21T07:09:25 | https://www.reddit.com/r/LocalLLaMA/comments/180b673/i_need_people_to_test_my_experiment_dynamic/ | kindacognizant | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180b673 | false | null | t3_180b673 | /r/LocalLLaMA/comments/180b673/i_need_people_to_test_my_experiment_dynamic/ | false | false | 75 | {'enabled': False, 'images': [{'id': 'LIw_poof5BVvFf3wMhbCrq7tjm07VsfhZsKfwxlqPZw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Mh3apuExaFJLUKMNXi9n73s6tp4EDKCoy_jpNcxowY8.jpg?width=108&crop=smart&auto=webp&s=a1ef6558f20bfa769e6c697ae492e7165dc2b7e3', 'width': 108}, {'height': 108, 'url': 'h... | |
Is there any OpenAI Assistant API Clone? | 1 | I'm currently building AI assistant based on OpenAI Assistant API for my small firm and try to add unique custom function (mostly reporting and analyzing stuff) around its capabilities, but after current situation maybe i need backup plan for the Assistant API. Is there any other idea both open or closed source approac... | 2023-11-21T06:43:34 | https://www.reddit.com/r/LocalLLaMA/comments/180as6n/is_there_any_openai_assistant_api_clone/ | No-Giraffe-6887 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180as6n | false | null | t3_180as6n | /r/LocalLLaMA/comments/180as6n/is_there_any_openai_assistant_api_clone/ | false | false | self | 1 | null |
Is anyone else using their local LLM to help run parts/all of their business or hobby? | 1 | [removed] | 2023-11-21T06:18:33 | https://www.reddit.com/r/LocalLLaMA/comments/180ae55/is_anyone_else_using_their_local_llm_to_help_run/ | crua9 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180ae55 | false | null | t3_180ae55 | /r/LocalLLaMA/comments/180ae55/is_anyone_else_using_their_local_llm_to_help_run/ | false | false | self | 1 | null |
Does Ubuntu support RTX 4060ti 16G? | 1 | Does anyone have experience of using Ubuntu and RTX 4060 Ti 16G?
I have Ubuntu 22.4.3.and RTX 4060Ti 16G.
In Ubuntu additional devices panel, it didn't pick up a right driver. I downloaded driver.Run file from NVIDIA website and installed it. It prompted installed successfully.
While, I tried to build docker for loca... | 2023-11-21T06:15:53 | https://www.reddit.com/r/LocalLLaMA/comments/180aclk/does_ubuntu_support_rtx_4060ti_16g/ | newfire1112 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180aclk | false | null | t3_180aclk | /r/LocalLLaMA/comments/180aclk/does_ubuntu_support_rtx_4060ti_16g/ | false | false | self | 1 | null |
Ran LLaMa.cpp 7B on a Linux Ubuntu Lunar pc. It’s quantized to 4-bits and works pretty well. I found this project on GitHub. | 1 | If you have any recommendations on how to make this better please leave a comment! | 2023-11-21T06:01:51 | https://v.redd.it/i9yaqd3v5n1c1 | Wild-Librarian4511 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 180a4ix | false | {'reddit_video': {'bitrate_kbps': 800, 'dash_url': 'https://v.redd.it/i9yaqd3v5n1c1/DASHPlaylist.mpd?a=1703138525%2COWRkOGE5YjQwOGY0M2NiNjY1ZWRhZjQ5YWE1ZjlhZGJiOWQ5ZDUwM2FmOTY3ZWIyMDMxYjdmZjYxODZlZmRhNA%3D%3D&v=1&f=sd', 'duration': 46, 'fallback_url': 'https://v.redd.it/i9yaqd3v5n1c1/DASH_360.mp4?source=fallback', 'has... | t3_180a4ix | /r/LocalLLaMA/comments/180a4ix/ran_llamacpp_7b_on_a_linux_ubuntu_lunar_pc_its/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'cG44dTZ3enU1bjFjMfMi-8sbGf66DcnwGs7W5z238uujzx42U0Cd5EWW0dyx', 'resolutions': [{'height': 216, 'url': 'https://external-preview.redd.it/cG44dTZ3enU1bjFjMfMi-8sbGf66DcnwGs7W5z238uujzx42U0Cd5EWW0dyx.png?width=108&crop=smart&format=pjpg&auto=webp&s=9b97a1925d624fd4a5abcf56ab51891301f8... | |
Ran LLaMa on a linux computer. It’s 7B and quantized to 4 bit. Found this on GitHub. | 1 | If you have any recommendations on how to make this better please comment below! | 2023-11-21T05:50:27 | https://v.redd.it/helamuut3n1c1 | Wild-Librarian4511 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1809xl4 | false | {'reddit_video': {'bitrate_kbps': 1200, 'dash_url': 'https://v.redd.it/helamuut3n1c1/DASHPlaylist.mpd?a=1703137852%2CNjQ0ZDM5OGI1NDk5MzlhZGQ4NzI3MDIzZjY5NDEyMmE5MWYyODY3N2U1ODY4YjM2NjRkNzc2Mzc3M2ZiMTdlYQ%3D%3D&v=1&f=sd', 'duration': 46, 'fallback_url': 'https://v.redd.it/helamuut3n1c1/DASH_480.mp4?source=fallback', 'ha... | t3_1809xl4 | /r/LocalLLaMA/comments/1809xl4/ran_llama_on_a_linux_computer_its_7b_and/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'YW44bnJoc3QzbjFjMehOZoIXsKHs8JNIKNNfidbSHfS2JfhxRR8gAA4bPmWM', 'resolutions': [{'height': 192, 'url': 'https://external-preview.redd.it/YW44bnJoc3QzbjFjMehOZoIXsKHs8JNIKNNfidbSHfS2JfhxRR8gAA4bPmWM.png?width=108&crop=smart&format=pjpg&auto=webp&s=620a91a9e54d08ec51a2ef6221172390f59a... | |
Humanize Prompt Responses? | 2 | Playing around with LZLV-70b 4QM, i am having a great time with the long form responses. However after a while now i am beginning to notice "AI styled writing" I tried pumping up the temperature to 1.5, repetition penalty to 1.3 and even tried mirostat mode 1,2 on the kobold.cpp
If the repetition penalty gets too high... | 2023-11-21T05:10:03 | https://www.reddit.com/r/LocalLLaMA/comments/18099ao/humanize_prompt_responses/ | DominicanGreg | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18099ao | false | null | t3_18099ao | /r/LocalLLaMA/comments/18099ao/humanize_prompt_responses/ | false | false | self | 2 | null |
Best small model for function calling and decision making task? | 1 | I want a small model(ideally <=3B params) which is really effecient and good at function calling and logical decision making(after fine tuning). With decision making, I mean for example if it gets a JSON input telling the distance of an approaching object, it should intelligently call a function to steer the motor to a... | 2023-11-21T04:57:03 | https://www.reddit.com/r/LocalLLaMA/comments/180914k/best_small_model_for_function_calling_and/ | Shoddy_Vegetable_115 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180914k | false | null | t3_180914k | /r/LocalLLaMA/comments/180914k/best_small_model_for_function_calling_and/ | false | false | self | 1 | null |
Using vLLM for Home Assistant. I need help getting any model to work. Can't get anything over 7B to run on a 3090. | 3 | I'm using vLLM because it's a drop in replacement for ChatGPT. If there is something else compatible with the ChatGPT API, let me know.
Problem 1: I cannot get anything over a 7B to run in vLLM. I'm sure my parameters are wrong, but I cannot find any documentation.
python3 -m vllm.entrypoints.openai.api_server --... | 2023-11-21T04:44:53 | https://www.reddit.com/r/LocalLLaMA/comments/1808th9/using_vllm_for_home_assistant_i_need_help_getting/ | flossraptor | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1808th9 | false | null | t3_1808th9 | /r/LocalLLaMA/comments/1808th9/using_vllm_for_home_assistant_i_need_help_getting/ | false | false | self | 3 | null |
Is there a list of open-source multimodal models available for commercial usage? | 1 | I fell in lovelove with with [Llava](https://llava-vl.github.io) but I’m not certain it’s permissible for commercial usage. With the industry moving so fast and the drama from OpenAI this past week, is there a list of open source multimodal models? | 2023-11-21T04:18:18 | https://www.reddit.com/r/LocalLLaMA/comments/1808cqz/is_there_a_list_of_opensource_multimodal_models/ | NextGen-Trading | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1808cqz | false | null | t3_1808cqz | /r/LocalLLaMA/comments/1808cqz/is_there_a_list_of_opensource_multimodal_models/ | false | false | self | 1 | null |
Recommend a model for converting a book into short notes | 3 | I am a newbie to running a llm locally, but I would like to make one and use it to convert long books to short notes.
I am a med student with a slightly above average knowledge of this tech (compared to general public) will it be possible for me to achieve this with a non tech background?
If it is then it would mean a ... | 2023-11-21T04:10:22 | https://www.reddit.com/r/LocalLLaMA/comments/18087ql/recommend_a_model_for_converting_a_book_into/ | AtrophicAdipocyte | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18087ql | false | null | t3_18087ql | /r/LocalLLaMA/comments/18087ql/recommend_a_model_for_converting_a_book_into/ | false | false | self | 3 | null |
Dynamic LoRAs -- Crazy idea? | 10 | I had some crazy thoughts today while I was in physical therapy (funny what some electrodes on the base of your skull will make you think of...) -- But, I feel like there's a chance I might be on to something and wanted to share it, let me know what you guys think... -- or if in the more likely scenario, I'm just crazy... | 2023-11-21T04:01:10 | https://www.reddit.com/r/LocalLLaMA/comments/18081so/dynamic_loras_crazy_idea/ | BrainSlugs83 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18081so | false | null | t3_18081so | /r/LocalLLaMA/comments/18081so/dynamic_loras_crazy_idea/ | false | false | self | 10 | null |
IS-LM 3B performance showcase. | 25 | Previously I made a post about my new model, IS-LM 3B. If you want more information of the model, read the post [here](https://www.reddit.com/r/LocalLLaMA/comments/17zfl8f/today_i_released_islm_3b/).
As the creator of this model, I noticed that this model is extremely good for a 3B in economic tasks(As it is trained o... | 2023-11-21T03:23:41 | https://www.reddit.com/r/LocalLLaMA/comments/1807c4b/islm_3b_performance_showcase/ | bot-333 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1807c4b | false | null | t3_1807c4b | /r/LocalLLaMA/comments/1807c4b/islm_3b_performance_showcase/ | false | false | self | 25 | {'enabled': False, 'images': [{'id': 'OgFzGCIRw1ZxjMOSkfV1OiH-_nQiZl8rzSonmOAuhGs', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/P8lS0kk6BFe2IEo6TxCZd1LVwksc34IkzGTVx_SCc8w.jpg?width=108&crop=smart&auto=webp&s=3d74dbe4f1d67cc8b587db9aa01762f26e269bcf', 'width': 108}], 'source': {'height': 15... |
Build advice. | 3 | I have an old PC.
Currently having 512MB RAM and the Xeon E3-1240 CPU with 500W PSU.
Is this worth keeping to throwing the GPU in, like 3090 or something, or is this too old to being useful? It has the PCIe 2.0 but my friend says the throughput is less important to LLM use.
Just was curious in discussion with my ... | 2023-11-21T03:09:30 | https://www.reddit.com/r/LocalLLaMA/comments/180721p/build_advice/ | SlavaSobov | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 180721p | false | null | t3_180721p | /r/LocalLLaMA/comments/180721p/build_advice/ | false | false | self | 3 | null |
LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning | 33 | 2023-11-21T02:50:01 | https://arxiv.org/abs/2311.12023 | ninjasaid13 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1806o6y | false | null | t3_1806o6y | /r/LocalLLaMA/comments/1806o6y/lqlora_lowrank_plus_quantized_matrix/ | false | false | nsfw | 33 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/izh8gZHY4FqZ1nwtU1N_TjtohUCNuvTyMn90toXda80.jpg?width=108&crop=smart&auto=webp&s=bc9575b410002edc2df3c5b5b0355fefedc7baa8', 'width': 108}, {'height': 126, 'url': 'h... | |
MultiLoRA: Democratizing LoRA for Better Multi-Task Learning | 29 | 2023-11-21T02:47:35 | https://arxiv.org/abs/2311.11501 | ninjasaid13 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1806mge | false | null | t3_1806mge | /r/LocalLLaMA/comments/1806mge/multilora_democratizing_lora_for_better_multitask/ | false | false | 29 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/izh8gZHY4FqZ1nwtU1N_TjtohUCNuvTyMn90toXda80.jpg?width=108&crop=smart&auto=webp&s=bc9575b410002edc2df3c5b5b0355fefedc7baa8', 'width': 108}, {'height': 126, 'url': 'h... | ||
Information on VRAM usage of LLM model | 5 | Newbie here. Is there any list or reference I can look on each LLM model's GPU VRAM consumption?
or even how you guys figured it out before testing and using it? | 2023-11-21T02:45:19 | https://www.reddit.com/r/LocalLLaMA/comments/1806ksz/information_on_vram_usage_of_llm_model/ | auntysociall | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1806ksz | false | null | t3_1806ksz | /r/LocalLLaMA/comments/1806ksz/information_on_vram_usage_of_llm_model/ | false | false | self | 5 | null |
ORCA 2 Released open source! | 183 | 2023-11-21T02:39:33 | https://huggingface.co/microsoft/Orca-2-13b | metalman123 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1806gp7 | false | null | t3_1806gp7 | /r/LocalLLaMA/comments/1806gp7/orca_2_released_open_source/ | false | false | 183 | {'enabled': False, 'images': [{'id': 'lPjiEzu_Oe3C-8LaJxvhh58cNoWSfIz5it5VjngN9iE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/UtQ4UjXoYH4qkp8xwxqOTN8q3ML_tGAGGuWZ6DquHZY.jpg?width=108&crop=smart&auto=webp&s=43a5c1323a76d7650f66f1f11911937b8544fe12', 'width': 108}, {'height': 116, 'url': 'h... | ||
Is LLaMA-1-65B or LLaMA-2-70B more creative at storytelling ? | 6 | I recently started using the base model of LLaMA-2-70B for creative writing and surprisingly found most of my prompts from ChatGPT actually works for the "base model" too, suggesting it might also be fine tuned a bit on ChatGPT-like instructions.
Curious anyone tried both llama 1 & 2 base model and can share their exp... | 2023-11-21T02:32:36 | https://www.reddit.com/r/LocalLLaMA/comments/1806bz6/is_llama165b_or_llama270b_more_creative_at/ | nuvalab | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1806bz6 | false | null | t3_1806bz6 | /r/LocalLLaMA/comments/1806bz6/is_llama165b_or_llama270b_more_creative_at/ | false | false | self | 6 | null |
Orca 2: Teaching Small Language Models How to Reason | 156 | 2023-11-21T02:32:34 | https://www.microsoft.com/en-us/research/blog/orca-2-teaching-small-language-models-how-to-reason/ | Memories-Of-Theseus | microsoft.com | 1970-01-01T00:00:00 | 0 | {} | 1806by8 | false | null | t3_1806by8 | /r/LocalLLaMA/comments/1806by8/orca_2_teaching_small_language_models_how_to/ | false | false | 156 | {'enabled': False, 'images': [{'id': 'YWhTEfRLYueSwyWp4_92BJKjkwdWzXU2ERfAopEW988', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/qtmCCxWNuN6TylpxXy7DeokoHXIAQE32cMRTiJl8mT4.jpg?width=108&crop=smart&auto=webp&s=582b0af35fc42ed33f6f5c79be5ae52edc3865db', 'width': 108}, {'height': 112, 'url': 'h... | ||
Run an openAI powered startup. What’s the best alternative to got 3.5 with function calling that I can run in the cloud? | 27 | Looking for speed and accuracy. Any suggestions on cloud hosts? | 2023-11-21T01:50:20 | https://www.reddit.com/r/LocalLLaMA/comments/1805hq1/run_an_openai_powered_startup_whats_the_best/ | fvpv | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1805hq1 | false | null | t3_1805hq1 | /r/LocalLLaMA/comments/1805hq1/run_an_openai_powered_startup_whats_the_best/ | false | false | self | 27 | null |
How do you determine which embedding models will fit into memory available? | 2 | I'm delving into fine-tuning embedding models and facing some challenges.
I'm trying out a few models, specifically [BAAI/bge-small-en](https://huggingface.co/BAAI/bge-small-en), [intfloat/multilingual-e5-small](https://huggingface.co/intfloat/multilingual-e5-small), and [intfloat/multilingual-e5-large](https://huggi... | 2023-11-21T01:37:38 | https://www.reddit.com/r/LocalLLaMA/comments/18058g3/how_do_you_determine_which_embedding_models_will/ | nuusain | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18058g3 | false | null | t3_18058g3 | /r/LocalLLaMA/comments/18058g3/how_do_you_determine_which_embedding_models_will/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'ZpqCn0UFsDLzRYOB5KuacBJrAotKp0ejagvz_o1u2Eg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/GwrgVzxCouRhu7q4AdgeDxnwQV7-_M7mfLx0itVu-m8.jpg?width=108&crop=smart&auto=webp&s=430a2022eeedbf9ee176b658244b5d0f17cdd180', 'width': 108}, {'height': 116, 'url': 'h... |
TinyLlama: Run Advanced LLMs Locally or Across Devices with a 2MB Inference App | 1 | 2023-11-21T01:26:54 | https://www.secondstate.io/articles/tinyllama-1.1b-chat/ | smileymileycoin | secondstate.io | 1970-01-01T00:00:00 | 0 | {} | 18050q0 | false | null | t3_18050q0 | /r/LocalLLaMA/comments/18050q0/tinyllama_run_advanced_llms_locally_or_across/ | false | false | default | 1 | null | |
Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2 | 9 | >Since the release of TÜLU [Wang et al., 2023b], open resources for instruction tuning have developed quickly, from better base models to new finetuning techniques. We test and incorporate a number of these advances into TÜLU, resulting in TÜLU 2, a suite of improved TÜLU models for advancing the understanding and best... | 2023-11-21T00:36:29 | https://arxiv.org/abs/2311.10702 | ninjasaid13 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1803yyj | false | null | t3_1803yyj | /r/LocalLLaMA/comments/1803yyj/camels_in_a_changing_climate_enhancing_lm/ | false | false | 9 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/izh8gZHY4FqZ1nwtU1N_TjtohUCNuvTyMn90toXda80.jpg?width=108&crop=smart&auto=webp&s=bc9575b410002edc2df3c5b5b0355fefedc7baa8', 'width': 108}, {'height': 126, 'url': 'h... | |
Is there a list of models vs vRAM required vs tk/sec vs GPU ran on? | 7 | Like, I have a 3070. I want to know what other people are saying they get for tokens so I can have an idea of what to expect, for example | 2023-11-21T00:19:31 | https://www.reddit.com/r/LocalLLaMA/comments/1803m4v/is_there_a_list_of_models_vs_vram_required_vs/ | bearbarebere | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1803m4v | false | null | t3_1803m4v | /r/LocalLLaMA/comments/1803m4v/is_there_a_list_of_models_vs_vram_required_vs/ | false | false | self | 7 | null |
[R] LLMs cannot find reasoning errors, but can correct them! (Plus dataset) | 1 | 2023-11-21T00:10:40 | https://www.reddit.com/r/MachineLearning/comments/17zu3xo/r_llms_cannot_find_reasoning_errors_but_can/ | metalman123 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1803fp3 | false | null | t3_1803fp3 | /r/LocalLLaMA/comments/1803fp3/r_llms_cannot_find_reasoning_errors_but_can/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/izh8gZHY4FqZ1nwtU1N_TjtohUCNuvTyMn90toXda80.jpg?width=108&crop=smart&auto=webp&s=bc9575b410002edc2df3c5b5b0355fefedc7baa8', 'width': 108}, {'height': 126, 'url': 'h... | |
Great video on local Gen AI running on NVIDIA Jetson | 1 | [removed] | 2023-11-20T22:32:44 | https://www.reddit.com/r/LocalLLaMA/comments/18015a4/great_video_on_local_gen_ai_running_on_nvidia/ | Diligent_Usual7751 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18015a4 | false | {'oembed': {'author_name': 'NVIDIA Developer', 'author_url': 'https://www.youtube.com/@NVIDIADeveloper', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/6mCFzDatGGc?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media;... | t3_18015a4 | /r/LocalLLaMA/comments/18015a4/great_video_on_local_gen_ai_running_on_nvidia/ | false | false | self | 1 | null |
Splitting models over GPUs - AWQ text-generation-AU | 6 | tl;dr: AutoAWQ seems to ignore the multi-GPU VRAM allocation sliders completely in text-generation-ui?!?
--------------
I've got a 3090 and added in the old 2070S for some temporary experimentation.
Not particularly stable and slowed speed a lot versus just 3090, but 32gb opens up some higher quant 34Bs.
llama.cpp ... | 2023-11-20T21:55:59 | https://www.reddit.com/r/LocalLLaMA/comments/18008h3/splitting_models_over_gpus_awq_textgenerationau/ | AnomalyNexus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18008h3 | false | null | t3_18008h3 | /r/LocalLLaMA/comments/18008h3/splitting_models_over_gpus_awq_textgenerationau/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'dCoXQoRO2l_XhdsI8t7w3riMRUQS__1Zu_BN6OCpW5Q', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/AVXkXWWjO6ioJm8pURuTGuRwlKXUAXcOH8muxZSiegA.png?width=108&crop=smart&auto=webp&s=b7e35ee807ec5a52d603035fd759041e059565ac', 'width': 108}, {'height': 126, 'url': 'h... |
Here's an in depth look at what happened this weekend | 1 | 2023-11-20T21:48:01 | Future_Might_8194 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18000zl | false | null | t3_18000zl | /r/LocalLLaMA/comments/18000zl/heres_an_in_depth_look_at_what_happened_this/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'GTSEeDn_WDzhthWegFDmhAXgj1BEK7JEJSVZ-M4fQWI', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/atbjtbdrpk1c1.jpg?width=108&crop=smart&auto=webp&s=6db5a4f59bc3086aa0a4bf5c0808046933c6db42', 'width': 108}, {'height': 216, 'url': 'https://preview.redd.it/atbjtbdrpk1c1.jp... | |||
A guide to open-source LLM inference and performance | 7 | 2023-11-20T21:44:29 | https://www.baseten.co/blog/llm-transformer-inference-guide/ | nocturnelm | baseten.co | 1970-01-01T00:00:00 | 0 | {} | 17zzxr9 | false | null | t3_17zzxr9 | /r/LocalLLaMA/comments/17zzxr9/a_guide_to_opensource_llm_inference_and/ | false | false | default | 7 | null | |
Open Source RAG Agents with Conversational Memory | 3 | I want to use an open source LLM as a RAG agent that also has memory of the current conversation (and eventually I want to work up to memory of previous conversations). I was looking into conversational retrieval agents from Langchain (linked below), but it seems they only work with OpenAI models. Is it possible to get... | 2023-11-20T21:13:35 | https://www.reddit.com/r/LocalLLaMA/comments/17zz5vp/open_source_rag_agents_with_conversational_memory/ | tail-recursion | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17zz5vp | false | null | t3_17zz5vp | /r/LocalLLaMA/comments/17zz5vp/open_source_rag_agents_with_conversational_memory/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'C1O5S5WQ2zql4CQHBQC5FMwveJdPtaJ9r_xGWbzu48o', 'resolutions': [{'height': 59, 'url': 'https://external-preview.redd.it/iPPakYyMaTILXRW_82lqRAY0kjEFVZd46xhgVsuvUQE.jpg?width=108&crop=smart&auto=webp&s=4806821b19a384d8270fee66e851537817cdac4e', 'width': 108}, {'height': 118, 'url': 'h... |
Would you use an iOS app for your own private, offline AI? | 7 | As you can see, still working out the kinks!
But I have a private testflight alpha live, and I’m working toward an App Store release soon.
Anyone interested in being an early tester? Emphasis on early 😅
Supports Metal for GPU inference if your device has the RAM! iPhone 12 Pro & later, iPhone 14 & later all can ru... | 2023-11-20T21:01:49 | brittlewis12 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 17zyvi8 | true | null | t3_17zyvi8 | /r/LocalLLaMA/comments/17zyvi8/would_you_use_an_ios_app_for_your_own_private/ | false | false | 7 | {'enabled': True, 'images': [{'id': 'J91bglpf1r6QAeTweGtDmgvFXh7Z2JnkRKSrKuinYiY', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/jgd5bjoihk1c1.jpeg?width=108&crop=smart&auto=webp&s=632d78d40e513d7d6a4dac511d6f8d129a624a07', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/jgd5bjoihk1c1.j... | ||
Thoughts: Can you run a decent LLM on a RTX 4060 TI (16GB)? | 1 | Has anyone of you tried any low to mid tier LLMs that run smoothly on the 4060 TI? Any thoughts? | 2023-11-20T20:51:39 | https://www.reddit.com/r/LocalLLaMA/comments/17zymty/thoughts_can_you_run_a_decent_llm_on_a_rtx_4060/ | GerlamoRodion | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17zymty | false | null | t3_17zymty | /r/LocalLLaMA/comments/17zymty/thoughts_can_you_run_a_decent_llm_on_a_rtx_4060/ | false | false | self | 1 | null |
Finetuned llama2 deployment with vllm | 2 | Hello everyone,
I've fine-tuned llama2 using my own dataset and now I'm looking to deploy it. The adapter weights are uploaded to HF, and the base model I'm using is h2oai/h2ogpt-4096-llama2-13b-chat.
I've been exploring the vllm project, finding it quite useful initially. However, I've run into a snag with my LoRA f... | 2023-11-20T20:51:05 | https://www.reddit.com/r/LocalLLaMA/comments/17zymc5/finetuned_llama2_deployment_with_vllm/ | mano3-1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17zymc5 | false | null | t3_17zymc5 | /r/LocalLLaMA/comments/17zymc5/finetuned_llama2_deployment_with_vllm/ | false | false | self | 2 | null |
Finetuning Mistral, Llama2 & others with Lora: Proper Code Setup | 1 | I am pretty confused on setting up a SFTTrainer fine tuning of a model like Mistral-7b. I've seen a ton of different example notebooks all use different parameters and the documentation on HuggingFace isn't clarifiying. My questions are the following:
1. After I setup a LoraConfig i.e.
peft\_config = LoraConfig(
... | 2023-11-20T20:47:41 | https://www.reddit.com/r/LocalLLaMA/comments/17zyjgi/finetuning_mistral_llama2_others_with_lora_proper/ | PrettyExpression6106 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17zyjgi | false | null | t3_17zyjgi | /r/LocalLLaMA/comments/17zyjgi/finetuning_mistral_llama2_others_with_lora_proper/ | false | false | self | 1 | null |
Are there people who have ran MI25s, MI60s, etc for LLMs? | 7 | I am looking to get a MI60 for both LLMs and other high compute tasks as some are going for $350 on ebay. It looks like a really good deal for my applications and with the 32GBs of RAM, but I was wondering what others have experienced with it for use with LLMs. I am curious on how compatibility was for OpenCL or ROCm, ... | 2023-11-20T20:26:36 | https://www.reddit.com/r/LocalLLaMA/comments/17zy1kr/are_there_people_who_have_ran_mi25s_mi60s_etc_for/ | Nix_The_Furry | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17zy1kr | false | null | t3_17zy1kr | /r/LocalLLaMA/comments/17zy1kr/are_there_people_who_have_ran_mi25s_mi60s_etc_for/ | false | false | self | 7 | null |
Petition for OpenAI to Release their IP and Datasets | 1 | [removed] | 2023-11-20T20:21:12 | https://www.reddit.com/r/LocalLLaMA/comments/17zxx2o/petition_for_openai_to_release_their_ip_and/ | middlenameishardwork | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17zxx2o | false | null | t3_17zxx2o | /r/LocalLLaMA/comments/17zxx2o/petition_for_openai_to_release_their_ip_and/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'R2Aiu1TzgPup8j5G5BXISN0mmTfF-muVjU7NNfHNDmM', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/ZIfPN_84yOb_pFkT5mTczawAROptqi9jnTjPf05wuZE.jpg?width=108&crop=smart&auto=webp&s=8e29db4b5035108d33389ff6066f1c5318d8b354', 'width': 108}, {'height': 121, 'url': 'h... |
Tesla P40 for Mistral 7b | 1 | [removed] | 2023-11-20T20:05:24 | https://www.reddit.com/r/LocalLLaMA/comments/17zxjg2/tesla_p40_for_mistral_7b/ | Tiny_Yellow_7869 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17zxjg2 | false | null | t3_17zxjg2 | /r/LocalLLaMA/comments/17zxjg2/tesla_p40_for_mistral_7b/ | false | false | self | 1 | null |
Need 32 GB VRAM, is possible to multi Gpu from different pc? | 1 | [removed] | 2023-11-20T19:59:31 | https://www.reddit.com/r/LocalLLaMA/comments/17zxdyj/need_32_gb_vram_is_possible_to_multi_gpu_from/ | Substantial-Scene-85 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17zxdyj | false | null | t3_17zxdyj | /r/LocalLLaMA/comments/17zxdyj/need_32_gb_vram_is_possible_to_multi_gpu_from/ | false | false | self | 1 | null |
Training and Validation Loss Behavior While Fine-Tuning llama-2 | 4 | I am currently fine-tuning llama2 7B model on my own custom dataset. Currently, I am training for 10k steps, and performing evaluation every 500 steps. I see that over the training process, the training loss is very noisy, but goes down as the steps increase. However, the evaluation loss gradually decreases smoothly, b... | 2023-11-20T19:20:52 | https://www.reddit.com/r/LocalLLaMA/comments/17zwh3z/training_and_validation_loss_behavior_while/ | Funny_Rule2482 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17zwh3z | false | null | t3_17zwh3z | /r/LocalLLaMA/comments/17zwh3z/training_and_validation_loss_behavior_while/ | false | false | self | 4 | null |
Using multiple GPUs for evaluation during fine-tuning of llama-2-7b | 1 | Hi, I am currently working on finetuning the llama-2-7b model on my own custom dataset using QLoRA. Right now, I have access to 4 Nvidia A100 GPUs, with 40GB memory each. I am training for 20000 steps, and realized that the training is going by very quickly (using multiple GPUs), while the evaluation is taking a very l... | 2023-11-20T19:11:45 | https://www.reddit.com/r/LocalLLaMA/comments/17zw9f7/using_multiple_gpus_for_evaluation_during/ | Funny_Rule2482 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17zw9f7 | false | null | t3_17zw9f7 | /r/LocalLLaMA/comments/17zw9f7/using_multiple_gpus_for_evaluation_during/ | false | false | self | 1 | null |
Open LLM Leaderboard vs Reality: How do you evaluate "good" ? | 29 | As a beginner, I appreciate that there are metrics for all these LLMs out there so I don't waste time downloading and trying failures. However, I noticed that the [Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard) doesn't exactly reflect reality for me. YES, I DO UNDERSTAND THAT IT DEPENDS ... | 2023-11-20T18:32:06 | https://www.reddit.com/r/LocalLLaMA/comments/17zvbhj/open_llm_leaderboard_vs_reality_how_do_you/ | BlueMetaMind | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17zvbhj | false | null | t3_17zvbhj | /r/LocalLLaMA/comments/17zvbhj/open_llm_leaderboard_vs_reality_how_do_you/ | false | false | self | 29 | {'enabled': False, 'images': [{'id': 'EN0-abblERL52DxeoNzcxdkhvXEwLdZMJTS58Umjs64', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/tSZUq9622TYSgtzH4foFlGwz9n9ixCJUAgev8O2x8jI.jpg?width=108&crop=smart&auto=webp&s=90f4efd1c1314faf5b0cd1c5eeb8d2835fe4a3ba', 'width': 108}, {'height': 116, 'url': 'h... |
Bright Eye: multipurpose AI app for your AI services. | 1 | [removed] | 2023-11-20T18:28:27 | https://www.reddit.com/r/LocalLLaMA/comments/17zv8ds/bright_eye_multipurpose_ai_app_for_your_ai/ | MultipurposeAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17zv8ds | false | null | t3_17zv8ds | /r/LocalLLaMA/comments/17zv8ds/bright_eye_multipurpose_ai_app_for_your_ai/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '5YQYRys-_4QUdjOi0giTcNX75odOmdQkfIRkop5PY-A', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/V0FBs4ANBGpyFs_PZ9-yzcRHWxeq6OF-hv624Ti8Fs0.jpg?width=108&crop=smart&auto=webp&s=76adf9aa07171352e3727b8d8bde812b5eb0f7ab', 'width': 108}, {'height': 113, 'url': 'h... |
Structured Output with Zephyr | 5 | I've been experimenting with Zephyr and pretty surprised by the great performance. One problem I have with Zephyr is the difficulty to build structured outputs. For example if I ask it to return only True or False, it will return a lengthy explanation. This makes it tough to use Zephyr as part of a production system, s... | 2023-11-20T17:42:47 | https://www.reddit.com/r/LocalLLaMA/comments/17zu5om/structured_output_with_zephyr/ | Smsmith714 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17zu5om | false | null | t3_17zu5om | /r/LocalLLaMA/comments/17zu5om/structured_output_with_zephyr/ | false | false | self | 5 | null |
The whole local LLM crowd right now: | 0 | 2023-11-20T17:41:29 | NLTPanaIyst | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 17zu4m6 | false | null | t3_17zu4m6 | /r/LocalLLaMA/comments/17zu4m6/the_whole_local_llm_crowd_right_now/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'gfr6uy2shj1c1', 'resolutions': [{'height': 110, 'url': 'https://preview.redd.it/gfr6uy2shj1c1.jpeg?width=108&crop=smart&auto=webp&s=e19f7d93898b9061d8c6d92fdde52b1eeb1f06d5', 'width': 108}, {'height': 220, 'url': 'https://preview.redd.it/gfr6uy2shj1c1.jpeg?width=216&crop=smart&auto=... | ||
GPT4ALL | 4 | I am putting together a GPT4ALL installation and I wanted to catalog all the models that work with it and their primary purpose (or what they are best at). Goal is to have the multi-select available depending on the chat I want to have.
Can anyone point me to a model list that might have this detail (purpose, best ... | 2023-11-20T17:33:07 | https://www.reddit.com/r/LocalLLaMA/comments/17ztxm2/gpt4all/ | f365legend | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ztxm2 | false | null | t3_17ztxm2 | /r/LocalLLaMA/comments/17ztxm2/gpt4all/ | false | false | self | 4 | null |
How to prompt engineering non-openai models to output structured json | 2 | Does anyone know how function calling works under the hood? | 2023-11-20T17:21:42 | https://www.reddit.com/r/LocalLLaMA/comments/17ztnt7/how_to_prompt_engineering_nonopenai_models_to/ | backtrack432 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ztnt7 | false | null | t3_17ztnt7 | /r/LocalLLaMA/comments/17ztnt7/how_to_prompt_engineering_nonopenai_models_to/ | false | false | self | 2 | null |
667 of OpenAI's 770 employees have threaten to quit. Microsoft says they all have jobs at Microsoft if they want them. | 694 | 2023-11-20T17:13:48 | https://www.cnbc.com/2023/11/20/hundreds-of-openai-employees-threaten-to-follow-altman-to-microsoft-unless-board-resigns-reports-say.html | fallingdowndizzyvr | cnbc.com | 1970-01-01T00:00:00 | 0 | {} | 17ztgyx | false | null | t3_17ztgyx | /r/LocalLLaMA/comments/17ztgyx/667_of_openais_770_employees_have_threaten_to/ | false | false | 694 | {'enabled': False, 'images': [{'id': 'cJK4Bz-ESK3o0PwERlQh4-48_zUabUqcpcOyhuY0czM', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/LQ0e4Q6jKcANw8BJX05k4KGCKU8X0dWRszBjH5PeWVg.jpg?width=108&crop=smart&auto=webp&s=2350e7770432e7480dbe7bd2a1c2652f481d51f9', 'width': 108}, {'height': 121, 'url': 'h... | ||
Negative KL while doing RLHF with TRL | 1 | Hi, anyone here train successfully train rlhf model? I am fine-tuning the TRL's PPOTrainer on the open-assistant dataset using 4-bit Qlora. However, I am getting negative KL from the very first step. So far I have tried the following things. However, all these configurations give me negative KL.
1. learning rate ... | 2023-11-20T16:49:33 | https://www.reddit.com/r/LocalLLaMA/comments/17zsvpe/negative_kl_while_doing_rlhf_with_trl/ | ali0100u | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17zsvpe | false | null | t3_17zsvpe | /r/LocalLLaMA/comments/17zsvpe/negative_kl_while_doing_rlhf_with_trl/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '5KdweIdpkZNUpImFAI957DcI8sdfHZxzZc91lprSuBA', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/5ktc8i_UgLpsS64k6QxM8BaTMR-mr5YeXwcbjTWWHHU.jpg?width=108&crop=smart&auto=webp&s=976c80388c5cc130d858bcb78b0e344a46d232c4', 'width': 108}, {'height': 216, 'url': '... |
New to running a local LLM and TTS. But new PC was built with AMD GPU. What are my options? | 1 | From preliminary readings, I know an NVIDIA is preferred over a GPU, but the PC was built before I had an interest to locally run a LLM and TTS. The purpose would be to try and graft a local Game Master to run semi-solo tabletop sessions. What would be my options?
Processor: Intel i7 12700k 3.6 GHz
GPU: AMD Radeon R... | 2023-11-20T16:44:15 | https://www.reddit.com/r/LocalLLaMA/comments/17zsrd8/new_to_running_a_local_llm_and_tts_but_new_pc_was/ | PK_Cheesecake | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17zsrd8 | false | null | t3_17zsrd8 | /r/LocalLLaMA/comments/17zsrd8/new_to_running_a_local_llm_and_tts_but_new_pc_was/ | false | false | self | 1 | null |
Run small local llama.cpp on 1060 6gb or rx 580 8gb | 1 | [removed] | 2023-11-20T16:29:24 | https://www.reddit.com/r/LocalLLaMA/comments/17zsf5l/run_small_local_llamacpp_on_1060_6gb_or_rx_580_8gb/ | Substantial-Scene-85 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17zsf5l | false | null | t3_17zsf5l | /r/LocalLLaMA/comments/17zsf5l/run_small_local_llamacpp_on_1060_6gb_or_rx_580_8gb/ | false | false | self | 1 | null |
QA Expert: The LLM to handle Multi-hop Question Answering | 37 | Hi everyone,
Repo: [https://github.com/khaimt/qa\_expert](https://github.com/khaimt/qa_expert)
I just released a Mistral based model that is finetuned **exclusively for handling Multi-hop question answering**. The model will **decompose a multi-hop question into single questions**, then **retrieve relevant informatio... | 2023-11-20T16:24:25 | https://www.reddit.com/r/LocalLLaMA/comments/17zsb0w/qa_expert_the_llm_to_handle_multihop_question/ | Relevant_Outcome_726 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17zsb0w | false | null | t3_17zsb0w | /r/LocalLLaMA/comments/17zsb0w/qa_expert_the_llm_to_handle_multihop_question/ | false | false | self | 37 | {'enabled': False, 'images': [{'id': 'DNkjm67l0he6DrR1e2_uhBUNM9-9X1JriExzWnYR_Bs', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/PA1f6wm_uCRRIxxQ9TiVPDB-cf0YWjZ0kZMeJqPsR3k.jpg?width=108&crop=smart&auto=webp&s=95b837f90ec8f9d3fbdc9c104d276f1de3283771', 'width': 108}, {'height': 108, 'url': 'h... |
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