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Does context length affect number of model parameters? | 1 | I was reading a paper earlier today and wondered about this -- for some reason I couldn't find anything online. In my reading, the implication seemed that context length primarily only effected training time. | 2023-08-04T21:20:47 | https://www.reddit.com/r/LocalLLaMA/comments/15ic9sw/does_context_length_affect_number_of_model/ | nzha_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ic9sw | false | null | t3_15ic9sw | /r/LocalLLaMA/comments/15ic9sw/does_context_length_affect_number_of_model/ | false | false | self | 1 | null |
Can i run llama 7b on Intel UHD Graphics 730 | 10 | ? | 2023-08-04T21:06:44 | https://www.reddit.com/r/LocalLLaMA/comments/15ibwk8/can_i_run_llama_7b_on_intel_uhd_graphics_730/ | nayanrabiul | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ibwk8 | false | null | t3_15ibwk8 | /r/LocalLLaMA/comments/15ibwk8/can_i_run_llama_7b_on_intel_uhd_graphics_730/ | false | false | self | 10 | null |
Regularizing some layers of LLaMA2 | 5 | I'd like to regularize only certain layers of LLaMA architecture via a specific regularization (not weight decay) but not sure how I can do that since there is no explicit definition of objective function for LoRA type training. Any advice would be highly appreciated. | 2023-08-04T20:14:42 | https://www.reddit.com/r/LocalLLaMA/comments/15iaj95/regularizing_some_layers_of_llama2/ | Ornery-Young-7346 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15iaj95 | false | null | t3_15iaj95 | /r/LocalLLaMA/comments/15iaj95/regularizing_some_layers_of_llama2/ | false | false | self | 5 | null |
Is there a way to forbid the model to use certain tokens on his outputs? | 8 | I'm using llama-13b finetunes to write stories and when I crack up the rep\_penalty to 1.2, the model starts to spam some annoying tokens:
em dash —
en dash –
hyphen -
semicolon ;
Is there a way to oblige the model to not use it on ooba's webui? | 2023-08-04T19:54:28 | https://www.reddit.com/r/LocalLLaMA/comments/15ia05c/is_there_a_way_to_forbid_the_model_to_use_certain/ | Wonderful_Ad_5134 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ia05c | false | null | t3_15ia05c | /r/LocalLLaMA/comments/15ia05c/is_there_a_way_to_forbid_the_model_to_use_certain/ | false | false | self | 8 | null |
How to run 2-bit GGML LLaMA models in oobabooga text-generation-webui? | 2 | I’ve been trying a number of times to load 2-Bit quantized GGML models with various loaders. It keeps failing with some error each time.
Did anyone manage to get these to run yet in oobabooga? | 2023-08-04T19:35:24 | https://www.reddit.com/r/LocalLLaMA/comments/15i9icu/how_to_run_2bit_ggml_llama_models_in_oobabooga/ | bromix_o | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15i9icu | false | null | t3_15i9icu | /r/LocalLLaMA/comments/15i9icu/how_to_run_2bit_ggml_llama_models_in_oobabooga/ | false | false | self | 2 | null |
Join us at VOICE & AI: the key event for LLMs and Generative AI. | 3 | **Join us at VOICE & AI: the key event for LLMs and Generative AI.**
Date: Sept 5-7, 2023
Location: Washington Hilton, Washington DC
Get ready for an incredible AI event that combines two amazing experiences:
\#PromptNight: The Largest FREE AI Meetup on the East Coast!
Immerse yourself in an evening of AI innovati... | 2023-08-04T18:55:34 | https://www.reddit.com/r/LocalLLaMA/comments/15i8hdo/join_us_at_voice_ai_the_key_event_for_llms_and/ | AnnaIntroMarket | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15i8hdo | false | null | t3_15i8hdo | /r/LocalLLaMA/comments/15i8hdo/join_us_at_voice_ai_the_key_event_for_llms_and/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'Rf4Nvnn-PrkArZFIHmmsSXF8HzY1HcaK1z6k3ulij-c', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/4FpeT_5mNrrdzF5qs8oGcRT_2k5hGCpOLRe2NO-btZc.jpg?width=108&crop=smart&auto=webp&s=e60cd141e681ae6d098ab11583a19ebcd961f2ed', 'width': 108}, {'height': 121, 'url': 'h... |
RTX A5500 and RTX A4500 | 4 | As of now, I have one of each cards, one has 24 GB of VRAM and another one has 20 GB of VRAM, can I split layers between them to run a larger model than I would with only the RTX A5500?
​
If so, where would I go to find documentation on how I could do this?
​
​
Also in order to use both GPU's ... | 2023-08-04T18:55:11 | https://www.reddit.com/r/LocalLLaMA/comments/15i8h18/rtx_a5500_and_rtx_a4500/ | syndorthebore | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15i8h18 | false | null | t3_15i8h18 | /r/LocalLLaMA/comments/15i8h18/rtx_a5500_and_rtx_a4500/ | false | false | self | 4 | null |
Mirostat is better than the other, but not sure it is worth the nearly 5X performance hit. | 17 | 2023-08-04T18:07:38 | ThisGonBHard | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 15i79mn | false | null | t3_15i79mn | /r/LocalLLaMA/comments/15i79mn/mirostat_is_better_than_the_other_but_not_sure_it/ | false | false | 17 | {'enabled': True, 'images': [{'id': 'Qmjkq4PHusAkXgDZ8dOhT3dmSyq_ckoZOk5ziK5Ob_4', 'resolutions': [{'height': 55, 'url': 'https://preview.redd.it/15dsq5tnv4gb1.png?width=108&crop=smart&auto=webp&s=774aece63e2524809fef8d47e2f73db2d07dafa0', 'width': 108}, {'height': 110, 'url': 'https://preview.redd.it/15dsq5tnv4gb1.png... | |||
Comparing Vicuna to alternative LLMs like ChatGPT, LLaMA, and Alpaca | 2 | I wrote an in-depth article exploring Vicuna as an alternative to competitor LLMs like ChatGPT, Alpaca, and LLaMA for chat applications. I based it off the research data on the [LMSYS.org](https://LMSYS.org) website and the Github repo for the project.
**Key findings:**
* Vicuna achieves over 90% of ChatGPT's convers... | 2023-08-04T17:41:48 | https://www.reddit.com/r/LocalLLaMA/comments/15i6ls4/comparing_vicuna_to_alternative_llms_like_chatgpt/ | Successful-Western27 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15i6ls4 | false | null | t3_15i6ls4 | /r/LocalLLaMA/comments/15i6ls4/comparing_vicuna_to_alternative_llms_like_chatgpt/ | false | false | self | 2 | null |
Trying to load 70b uncensored, is this a ram issue ? Running on CPU NOT GPU and have a ram of 32GB. | 5 | 2023-08-04T17:37:40 | Vitamin_C_is_awesome | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 15i6hw9 | false | null | t3_15i6hw9 | /r/LocalLLaMA/comments/15i6hw9/trying_to_load_70b_uncensored_is_this_a_ram_issue/ | false | false | 5 | {'enabled': True, 'images': [{'id': 'PkEnx0eIOMGPHgq--yd6R-_w_LcVlN96iBZ-CKGUH94', 'resolutions': [{'height': 52, 'url': 'https://preview.redd.it/3otuzf0mq4gb1.jpg?width=108&crop=smart&auto=webp&s=789678030dbf6e4e46e0e1f5d79c7eb033723312', 'width': 108}, {'height': 104, 'url': 'https://preview.redd.it/3otuzf0mq4gb1.jpg... | |||
airoboros 2.0/m2.0 release/analysis | 126 | The 65b and 70b m2.0 finally finished training and were uploaded this morning, so now they are all on HF:
**Links:**
* [airoboros-l2-70b-gpt4-2.0](https://huggingface.co/jondurbin/airoboros-l2-70b-gpt4-2.0)
* [airoboros-l2-70b-gpt4-m2.0](https://huggingface.co/jondurbin/airoboros-l2-70b-gpt4-m2.0)
* [airoboros-65b-gp... | 2023-08-04T16:43:34 | https://www.reddit.com/r/LocalLLaMA/comments/15i53h3/airoboros_20m20_releaseanalysis/ | JonDurbin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15i53h3 | false | null | t3_15i53h3 | /r/LocalLLaMA/comments/15i53h3/airoboros_20m20_releaseanalysis/ | false | false | 126 | {'enabled': False, 'images': [{'id': '8vUo7mMiRHJg5-ym6XbVzYB12342qrXKR5FKlsoQ3QM', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/b1O5xV1pXHKifOQuZ_-Uun3zwZmKZClntNpydGQoncE.jpg?width=108&crop=smart&auto=webp&s=79e4be4829ae65b820d546c8fd8139081e71c188', 'width': 108}, {'height': 116, 'url': 'h... | |
Sweating Bullets Test | 9 | This is just for fun and a small test I like to give localLLMs on a bit of trivia. For those who are old enough, in the early 90s ('91-93) there was a TV show called Tropical Heat (a.k.a Sweating Bullets in the US).
So far, not a single one of the models tested (between 7b-[70b](https://chat.petals.dev/)) could figure... | 2023-08-04T16:36:16 | https://www.reddit.com/r/LocalLLaMA/comments/15i4wmt/sweating_bullets_test/ | Fleabog | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15i4wmt | false | null | t3_15i4wmt | /r/LocalLLaMA/comments/15i4wmt/sweating_bullets_test/ | false | false | self | 9 | null |
The good Bloke works so hard at transcending the local models everyday, is there a place where the strength/specialty of each models are explained ? Because at some point they just became fancy names. | 1 | [removed] | 2023-08-04T14:37:48 | https://www.reddit.com/r/LocalLLaMA/comments/15i1tch/the_good_bloke_works_so_hard_at_transcending_the/ | Vitamin_C_is_awesome | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15i1tch | false | null | t3_15i1tch | /r/LocalLLaMA/comments/15i1tch/the_good_bloke_works_so_hard_at_transcending_the/ | false | false | self | 1 | null |
Has someone tried LLMFarm for native inference on iOS devices? | 7 | 2023-08-04T14:07:45 | https://github.com/guinmoon/LLMFarm | frapastique | github.com | 1970-01-01T00:00:00 | 0 | {} | 15i12p7 | false | null | t3_15i12p7 | /r/LocalLLaMA/comments/15i12p7/has_someone_tried_llmfarm_for_native_inference_on/ | false | false | 7 | {'enabled': False, 'images': [{'id': 'aqhhEvOIZP1_F_VardNd9OcWiKBqzznaB0Y8Dnu6W_c', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Y5Kiuk7WxUpSn13PFshMU1gcRbCvdxAwWonEJLSjeWg.jpg?width=108&crop=smart&auto=webp&s=3e328e83b6b16859abcc8b07746f0b5c357065d0', 'width': 108}, {'height': 108, 'url': 'h... | ||
My fine-tuning based on llama-2-7b-chat-hf model doesn't know when to stop. | 28 | I trained my model on NousResearch/llama-2-7b-chat-hf with a small dataset. The dataset contains only 360 Vietnamese sentences and the "text" column in a format like:
" <s>\[INST\] Bạn bè có phúc cùng chia. \[/INST\] Bạn bè có phúc cùng chia. Có họa… trốn sạch chạy đi phương nào? Tay trắng làm nên… mấy chục ngàn b... | 2023-08-04T12:49:24 | https://www.reddit.com/r/LocalLLaMA/comments/15hz7gl/my_finetuning_based_on_llama27bchathf_model/ | UncleDao | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hz7gl | false | null | t3_15hz7gl | /r/LocalLLaMA/comments/15hz7gl/my_finetuning_based_on_llama27bchathf_model/ | false | false | self | 28 | null |
What makes a good embedding model? | 21 | Evidently some models are better than others for use with vector databases.
What characteristics of a model make it suitable or unsuitable for generating embedding vectors? | 2023-08-04T11:49:35 | https://www.reddit.com/r/LocalLLaMA/comments/15hxy4a/what_makes_a_good_embedding_model/ | Robot_Graffiti | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hxy4a | false | null | t3_15hxy4a | /r/LocalLLaMA/comments/15hxy4a/what_makes_a_good_embedding_model/ | false | false | self | 21 | null |
I have a 4090 and 64GB RAM - is it worth adding a weaker card for more VRAM? | 1 | I don't think I have the PCI-E slots to go fully crazy on another 4090 (also the COST), but just wondering if it makes sense to boost the VRAM up a bit with e.g. the P100s floating around.
Has anyone here tried that? Does the weaker card adding the VRAM affect the output speed enough to make it not worth it? Thinking... | 2023-08-04T11:46:16 | https://www.reddit.com/r/LocalLLaMA/comments/15hxvtj/i_have_a_4090_and_64gb_ram_is_it_worth_adding_a/ | HateDread | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hxvtj | false | null | t3_15hxvtj | /r/LocalLLaMA/comments/15hxvtj/i_have_a_4090_and_64gb_ram_is_it_worth_adding_a/ | false | false | self | 1 | null |
Has anyone attempted llama-index's document loading feature on a LLaMA mode? Or any langchain on LLaMA? | 4 | Hello,
There is a PDF Loader module within llama-index ([https://llamahub.ai/l/file-pdf](https://llamahub.ai/l/file-pdf)), but most examples I found online were people using it with OpenAI's API services, and not with local models.
Has anyone successfully managed to do cool stuff with LLaMA or any other local model, ... | 2023-08-04T11:21:13 | https://www.reddit.com/r/LocalLLaMA/comments/15hxdj1/has_anyone_attempted_llamaindexs_document_loading/ | hellninja55 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hxdj1 | false | null | t3_15hxdj1 | /r/LocalLLaMA/comments/15hxdj1/has_anyone_attempted_llamaindexs_document_loading/ | false | false | self | 4 | null |
I want to finetune Llama 2 cheaply (QLoRa?) and then use it through GGML on M2 Mac | 1 | What's my best bet? | 2023-08-04T10:56:28 | https://www.reddit.com/r/LocalLLaMA/comments/15hwv51/i_want_to_finetune_llama_2_cheaply_qlora_and_then/ | bangarangguy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hwv51 | false | null | t3_15hwv51 | /r/LocalLLaMA/comments/15hwv51/i_want_to_finetune_llama_2_cheaply_qlora_and_then/ | false | false | self | 1 | null |
Getting very short responses from airoboros-33B-GPT4-2.0-GGML | 3 | I've been running airoboros-33B-GPT4-2.0-GGML: [https://huggingface.co/TheBloke/airoboros-33B-GPT4-2.0-GGML](https://huggingface.co/TheBloke/airoboros-33B-GPT4-2.0-GGML), and getting very short responses. Is there something I am misconfiguring?
​
Also, is it normal for the larger models to take 3 times as long... | 2023-08-04T10:07:27 | https://www.reddit.com/r/LocalLLaMA/comments/15hvygn/getting_very_short_responses_from/ | andrewharkins77 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hvygn | false | null | t3_15hvygn | /r/LocalLLaMA/comments/15hvygn/getting_very_short_responses_from/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': '1cHImb2lQfMN6FHZaP-pJIxrLzCAsN3Zbkea0tRqN_4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/2CFYdXFM-YCmdAFBAbEuWZi4snxvlNAyyH3p10886y0.jpg?width=108&crop=smart&auto=webp&s=715d69e0caa6bd6e72b6583f7839b53e326b6506', 'width': 108}, {'height': 116, 'url': 'h... |
Summarization Advice | 2 | Hi,
I've been working a bit with LLMs with the task of trying to summarize long medical dialogue (doctor-patient). So far, here are my top approaches:
A.) Use a medical model like MedAlpaca, which is already pre-trained in the medical field and teach it to summarize using something like LoRa using an appropriate data... | 2023-08-04T09:25:33 | https://www.reddit.com/r/LocalLLaMA/comments/15hv70a/summarization_advice/ | ripabigone | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hv70a | false | null | t3_15hv70a | /r/LocalLLaMA/comments/15hv70a/summarization_advice/ | false | false | self | 2 | null |
EasyLLM - OpenAI like Python SDK for open LLMs, like LLama2, Vicuna, WizardLM | 4 | 2023-08-04T08:53:09 | https://www.philschmid.de/introducing-easyllm | Ok_Two6167 | philschmid.de | 1970-01-01T00:00:00 | 0 | {} | 15hulwi | false | null | t3_15hulwi | /r/LocalLLaMA/comments/15hulwi/easyllm_openai_like_python_sdk_for_open_llms_like/ | false | false | 4 | {'enabled': False, 'images': [{'id': 'GIIM51om_QGAGEsllpAATx31TY79W7Z9YufvcuZ5u6Q', 'resolutions': [{'height': 59, 'url': 'https://external-preview.redd.it/fwQ-zI2M8Lwmdkutxn9BR1YBM3XtHF5_dzuRWNuNiKM.jpg?width=108&crop=smart&auto=webp&s=bb72066d720f502c40ff5a71722f77adf8eebe35', 'width': 108}, {'height': 118, 'url': 'h... | ||
LLM and DL Model training guides for AMD GPUs | 11 | Hey folks, I'm looking for any guides or tutorials that can help anyone get started with training and serving LLMs on AMD GPUs.
I found very less content on AMD GPUs and hopefully this can be a thread for people who've tried and found some success in training and serving LLMs on specifically AMD Chips. | 2023-08-04T08:38:11 | https://www.reddit.com/r/LocalLLaMA/comments/15hucqo/llm_and_dl_model_training_guides_for_amd_gpus/ | Hot_Adhesiveness_259 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hucqo | false | null | t3_15hucqo | /r/LocalLLaMA/comments/15hucqo/llm_and_dl_model_training_guides_for_amd_gpus/ | false | false | self | 11 | null |
jarradh / llama2_70b_chat_uncensored isn't uncensored very well | 13 | I'm trying out a quantized version of jarradh/llama2\_70b\_chat\_uncensored (TheBloke/llama2\_70b\_chat\_uncensored-GGML with llama2\_70b\_chat\_uncensored.ggmlv3.q3\_K\_L.bin).
The first serious test I do to see if a model is uncensored is to ask it to write an essay taking a controversial stance on an issue (will n... | 2023-08-04T08:21:39 | https://www.reddit.com/r/LocalLLaMA/comments/15hu2ug/jarradh_llama2_70b_chat_uncensored_isnt/ | mikieh976 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hu2ug | false | null | t3_15hu2ug | /r/LocalLLaMA/comments/15hu2ug/jarradh_llama2_70b_chat_uncensored_isnt/ | false | false | self | 13 | null |
Axolotl (from OpenAccess-AI-Collective ) github repo now supports flash attention with QLora fine tunes | 20 | [https://github.com/OpenAccess-AI-Collective/axolotl/pull/336](https://github.com/OpenAccess-AI-Collective/axolotl/pull/336)
This pull shows the patch change required to allow qlora to work with flash attention, by user [tmm1](https://github.com/tmm1).
​
The full repo can be found here --> [https://github.co... | 2023-08-04T08:01:23 | https://www.reddit.com/r/LocalLLaMA/comments/15htqa9/axolotl_from_openaccessaicollective_github_repo/ | -General-Zero- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15htqa9 | false | null | t3_15htqa9 | /r/LocalLLaMA/comments/15htqa9/axolotl_from_openaccessaicollective_github_repo/ | false | false | self | 20 | null |
Help with using a local model to edit 1000s of novel chapters | 4 | I hope this post is okay, I’m extremely new to this side of AI, so I dont know where the best resources are yet. If there are tutorials/guides/resources that would help with this question, I’d love to know. I’m here to learn, this is just my learning project.
What I am attempting to do is to take machine translated ch... | 2023-08-04T07:40:57 | https://www.reddit.com/r/LocalLLaMA/comments/15htdm5/help_with_using_a_local_model_to_edit_1000s_of/ | Benista | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15htdm5 | false | null | t3_15htdm5 | /r/LocalLLaMA/comments/15htdm5/help_with_using_a_local_model_to_edit_1000s_of/ | false | false | self | 4 | null |
Character prompt style? | 5 | When writing a prompt for an assistant, I noticed Microsoft used the format
#Consider Bing chat etc...
- Sydney does this and that etc...
Wheras the more commonly used format is (I'm rewriting the above here):
You are Bing chat etc...
You do this and that etc...
What do you think is the better opti... | 2023-08-04T07:27:45 | https://www.reddit.com/r/LocalLLaMA/comments/15ht5wv/character_prompt_style/ | theCube__ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ht5wv | false | null | t3_15ht5wv | /r/LocalLLaMA/comments/15ht5wv/character_prompt_style/ | false | false | self | 5 | null |
How do I use the prompt template for open orca in llama.cpp? | 3 | The new open orca preview has a weird template(<|end\_of\_turn|>) but using this with ' -r 'USER:' --in-suffix '<|end\_of\_turn|>\\nAssistant:' as a flag for llama.cpp just makes the model produce irrelevant stuff and doesn't end and continually produces output. Anybody know how to make it correctly recognize it? | 2023-08-04T06:43:01 | https://www.reddit.com/r/LocalLLaMA/comments/15hsdw3/how_do_i_use_the_prompt_template_for_open_orca_in/ | RayIsLazy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hsdw3 | false | null | t3_15hsdw3 | /r/LocalLLaMA/comments/15hsdw3/how_do_i_use_the_prompt_template_for_open_orca_in/ | false | false | self | 3 | null |
Do I have to have a gfx card? | 1 | Sorry for noob question but - do I have to have a dedicated gfx card installed to play with this thing?
I did search first.
Thanks. | 2023-08-04T06:18:39 | https://www.reddit.com/r/LocalLLaMA/comments/15hrz8a/do_i_have_to_have_a_gfx_card/ | billybobuk1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hrz8a | false | null | t3_15hrz8a | /r/LocalLLaMA/comments/15hrz8a/do_i_have_to_have_a_gfx_card/ | false | false | self | 1 | null |
OOM after 180 steps using qlora | 4 | I am currently running qlora on my fedora desktop using my 3060 ti. I am trying to finetune on the llama-2-7b-hf model with [this dataset](https://github.com/g588928812/qlora/blob/main/data_v0.3.jsonl). However after 180 steps i get the out of memory error. I have tried setting --max\_split\_size\_mb=500. I have search... | 2023-08-04T06:17:32 | https://www.reddit.com/r/LocalLLaMA/comments/15hryjv/oom_after_180_steps_using_qlora/ | victor5152 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hryjv | false | null | t3_15hryjv | /r/LocalLLaMA/comments/15hryjv/oom_after_180_steps_using_qlora/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'eq0cfYJ0jrNjGTzRp6W2u6s2G-IF2dqNdjQXqqMs-10', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/SvDkKbdE3NgIF2ZVlTql-LxGs9-91Pu7fmyykSxBzBg.jpg?width=108&crop=smart&auto=webp&s=cbf72a514ed2072d0e5a8e9cfcd476dad8cf4736', 'width': 108}, {'height': 108, 'url': 'h... |
0.5 tokens/s on Chronos-Hermes with 2070s | 3 | I decided to try out running a LLM locally, having heard good things about chronos-hermes-13b, but most responses seem to run at 0.5 tokens/s, even trying all kinds of performance parameters only bumps it up to 2 tokens/s if I'm lucky.
Is the 2070s just that bad for LLMs? Is this normal? If so, would a 3060 run notice... | 2023-08-04T06:11:35 | https://www.reddit.com/r/LocalLLaMA/comments/15hruqp/05_tokenss_on_chronoshermes_with_2070s/ | Lonewolf953 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hruqp | false | null | t3_15hruqp | /r/LocalLLaMA/comments/15hruqp/05_tokenss_on_chronoshermes_with_2070s/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'kI4dMUiDNcUM_Mno3S5qQkwN9FXoDKG1cU5hhut3Gr8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/GJ02jU86sMNNBNO0jKta5eyKGmAILYVtDaBf9Jytl7E.jpg?width=108&crop=smart&auto=webp&s=899e0dbafae762233ac2e213c6c6273f34645f6e', 'width': 108}, {'height': 116, 'url': 'h... |
Cloud Requirements for hosting LLAMA-2 ? | 1 | So I developed an api for my mobile application.
Api is using fastapi and langchain llama cpp ggml 7b model. It is 4 bit quantised ggml model of llama-2 chat.
I want to host my api over cloud.
Can you recommend me which service should I use? Is aws good option? What hardware configs should i opt for?
Thanks. | 2023-08-04T05:15:39 | https://www.reddit.com/r/LocalLLaMA/comments/15hquvl/cloud_requirements_for_hosting_llama2/ | Pawan315 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hquvl | false | null | t3_15hquvl | /r/LocalLLaMA/comments/15hquvl/cloud_requirements_for_hosting_llama2/ | false | false | self | 1 | null |
Local Llama (or any other open source llm) + Code Interpreter suggestions | 5 | As the title suggests, sorry if this is a very noob question, but I could not find it in the FAQ's as far as I have searched.
O'bless me with wisdom the gods of r/LocalLLaMA . | 2023-08-04T04:48:22 | https://www.reddit.com/r/LocalLLaMA/comments/15hqd30/local_llama_or_any_other_open_source_llm_code/ | Alive-Age-3034 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hqd30 | false | null | t3_15hqd30 | /r/LocalLLaMA/comments/15hqd30/local_llama_or_any_other_open_source_llm_code/ | false | false | self | 5 | null |
Quantized 8k Context Base Models for 4-bit Fine Tuning | 26 | I've been trying to fine tune an erotica model on some large context chat history (reverse proxy logs) and a literotica-instruct dataset I made, with a max context of 8k. The large context size eats a lot of VRAM so I've been trying to find the most efficient way to experiment considering I'd like to do multiple runs t... | 2023-08-04T04:43:18 | https://www.reddit.com/r/LocalLLaMA/comments/15hq9oi/quantized_8k_context_base_models_for_4bit_fine/ | CheshireAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hq9oi | false | null | t3_15hq9oi | /r/LocalLLaMA/comments/15hq9oi/quantized_8k_context_base_models_for_4bit_fine/ | false | false | self | 26 | {'enabled': False, 'images': [{'id': 'D6bibUtfzE5gK_Fx4qVzedo86-btUNkxKSHC8Hhw2DI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/IiGqMeVgSB2MQ_M5o_A4O-vwpYy2feWcEmzfKNktCwo.jpg?width=108&crop=smart&auto=webp&s=61ba10890f1d29f9efbafc7d3ccb0935f552c0b8', 'width': 108}, {'height': 108, 'url': 'h... |
What are the capabilities of consumer grade hardware to work with LLMs? | 92 | If one wants to play with LLMs locally, it is very difficult to find out what one's existing hardware can do – partly because most existing documentation either uses the maximal amount of cloud compute, or is written by startups hoping to sell their own services.
So, given someone has a decent gaming PC with a CUDA-com... | 2023-08-04T03:43:36 | https://www.reddit.com/r/LocalLLaMA/comments/15hp3u6/what_are_the_capabilities_of_consumer_grade/ | TalketyTalketyTalk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hp3u6 | false | null | t3_15hp3u6 | /r/LocalLLaMA/comments/15hp3u6/what_are_the_capabilities_of_consumer_grade/ | false | false | self | 92 | null |
Best code generating model? | 30 | I'm writing a code generating agent for LLMs. It uses self-reflection to reiterate on it's own output and decide if it needs to refine the answer. This method has a marked improvement on code generating abilities of an LLM.
I have tested it with GPT-3.5 and GPT-4. I am now looking to do some testing with open source L... | 2023-08-04T03:42:31 | https://www.reddit.com/r/LocalLLaMA/comments/15hp34e/best_code_generating_model/ | macronancer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hp34e | false | null | t3_15hp34e | /r/LocalLLaMA/comments/15hp34e/best_code_generating_model/ | false | false | self | 30 | {'enabled': False, 'images': [{'id': 'BfnQPu0tcEubelRL9TdpafFybKG_jZhbzibcLhqF_e0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/FcRWR_nDsR4Y8D2ux5GYDWtiQg6mJ5zPUDLAci95SLI.jpg?width=108&crop=smart&auto=webp&s=c174d5992478ab0ca0861f34fee9779f6d92c9bc', 'width': 108}, {'height': 108, 'url': 'h... |
python llama | 3 | Hi all! I just got started trying out LLAMA 2 based on the code from [this article](https://swharden.com/blog/2023-07-29-ai-chat-locally-with-python/) and using websockets. However I have noticed that it seems to have absolutely no memory of what was said, and often doesn't keep concise sentences. How do I go about all... | 2023-08-04T01:37:23 | https://www.reddit.com/r/LocalLLaMA/comments/15hmihn/python_llama/ | iCrazyBlaze | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hmihn | false | null | t3_15hmihn | /r/LocalLLaMA/comments/15hmihn/python_llama/ | false | false | self | 3 | null |
Slow prompt ingestion with llamacpp | 1 | [removed] | 2023-08-04T00:44:36 | https://www.reddit.com/r/LocalLLaMA/comments/15hldo7/slow_prompt_ingestion_with_llamacpp/ | nachonachos123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hldo7 | false | null | t3_15hldo7 | /r/LocalLLaMA/comments/15hldo7/slow_prompt_ingestion_with_llamacpp/ | false | false | self | 1 | null |
Everything: An instruct dataset combining principles from LIMA, WizardLM, and Orca. Models coming soon. | 26 | [https://huggingface.co/datasets/totally-not-an-llm/EverythingLM-data](https://huggingface.co/datasets/totally-not-an-llm/EverythingLM-data)
Introducing Everything, a dataset that attempts to combine everything we have learned so far to make a high-quality chat dataset and model, plus some of my own spice, which inclu... | 2023-08-04T00:02:32 | https://www.reddit.com/r/LocalLLaMA/comments/15hkfdh/everything_an_instruct_dataset_combining/ | pokeuser61 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hkfdh | false | null | t3_15hkfdh | /r/LocalLLaMA/comments/15hkfdh/everything_an_instruct_dataset_combining/ | false | false | self | 26 | {'enabled': False, 'images': [{'id': 'xJCrhvcCqauIRRCwRC-HS4IJsJ2P6mEpHJ84UnRqB4Y', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/dwgCIutfsQsPAe0MF0RBcO0q3gAAXJGFQk_LBsLpYEc.jpg?width=108&crop=smart&auto=webp&s=3653d28173fcf741f231f8414a2d6fbd30ddf15b', 'width': 108}, {'height': 116, 'url': 'h... |
Could we collect some adversarial strings for censored models? | 35 | LLM attacks (https://github.com/llm-attacks/llm-attacks) allows you to compute a sequence that causes models to lose alignment.
It's quite nice and can be added to the instruction template to get completely uncensored outputs. For instance, in silly tavern
I can add it to my output sequence:
'representing Teamsure... | 2023-08-04T00:00:44 | https://www.reddit.com/r/LocalLLaMA/comments/15hkdlq/could_we_collect_some_adversarial_strings_for/ | a_beautiful_rhind | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hkdlq | false | null | t3_15hkdlq | /r/LocalLLaMA/comments/15hkdlq/could_we_collect_some_adversarial_strings_for/ | false | false | self | 35 | {'enabled': False, 'images': [{'id': 'O4FkK6Sz7UxAmBo-umVUu09JFX6VX89yf06G55K3Xyc', 'resolutions': [{'height': 69, 'url': 'https://external-preview.redd.it/61B_NUqlghXTgebAPHGLKZDz_usDdOnVHkx_sgWvgOc.jpg?width=108&crop=smart&auto=webp&s=1718850f8792082dc88a67a15bb68a23e93f3d69', 'width': 108}, {'height': 138, 'url': 'h... |
Fine tuning and data set for LLAMA 2 question | 3 | I saw a guy who created a model with LLAMA 2 where he was able to create conversations in the personality of his friends using as data the messages of a group chat, I felt somewhat inspired after reading his blog and I wanted to try it, the only problem is that, he uses a messaging app that already saves the conversati... | 2023-08-03T22:47:19 | https://www.reddit.com/r/LocalLLaMA/comments/15himzd/fine_tuning_and_data_set_for_llama_2_question/ | SSXYSY | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15himzd | false | null | t3_15himzd | /r/LocalLLaMA/comments/15himzd/fine_tuning_and_data_set_for_llama_2_question/ | false | false | self | 3 | null |
Ideas for how to game the Prompt Engineering world Championships | 1 | [removed] | 2023-08-03T22:46:51 | https://www.reddit.com/r/LocalLLaMA/comments/15himkw/ideas_for_how_to_game_the_prompt_engineering/ | arctic_fly | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15himkw | false | null | t3_15himkw | /r/LocalLLaMA/comments/15himkw/ideas_for_how_to_game_the_prompt_engineering/ | false | false | self | 1 | null |
How long does fine-tuning take, and how much VRAM does it use? (At different model sizes and context lengths, using the latest methods) | 44 | **TL;DR Have you fine tuned any local LLMs? Share how long it took and how much VRAM it used. Please also share how long the fine tuning prompts were (ie. context length) and how large the fine tuning dataset was (ie. how many rows.)**
I think this information could be useful for a lot of people, and this subreddit se... | 2023-08-03T22:42:12 | https://www.reddit.com/r/LocalLLaMA/comments/15hiid1/how_long_does_finetuning_take_and_how_much_vram/ | ResearchTLDR | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hiid1 | false | null | t3_15hiid1 | /r/LocalLLaMA/comments/15hiid1/how_long_does_finetuning_take_and_how_much_vram/ | false | false | self | 44 | null |
Dual 3090 Setup - What PSU to use? | 24 | I currently have a single 3090 and a 1,000 W PSU. I am toying with the idea of adding a second 3090, but I'm not sure if my PSU is sufficient for running LLMs. Any thoughts? I am seeing widely varying recommendations for a dual setup online between 800W and 1,600W. For what it's worth, my 3090 models would have the... | 2023-08-03T22:32:01 | https://www.reddit.com/r/LocalLLaMA/comments/15hi9b5/dual_3090_setup_what_psu_to_use/ | rwclark88 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hi9b5 | false | null | t3_15hi9b5 | /r/LocalLLaMA/comments/15hi9b5/dual_3090_setup_what_psu_to_use/ | false | false | self | 24 | null |
Dual 3090 Setup - What PSU to use? | 1 | I currently have a single 3090 and a 1,000 W PSU. I am toying with the idea of adding a second 3090, but I'm not sure if my PSU is sufficient for running LLMs. Any thoughts? I am seeing widely varying recommendations for a dual setup online between 800W and 1,600W. For what it's worth, my 3090 models would have the... | 2023-08-03T22:31:56 | https://www.reddit.com/r/LocalLLaMA/comments/15hi98d/dual_3090_setup_what_psu_to_use/ | rwclark88 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hi98d | false | null | t3_15hi98d | /r/LocalLLaMA/comments/15hi98d/dual_3090_setup_what_psu_to_use/ | false | false | self | 1 | null |
What's the absolute best 7b model for consistency in story writing? | 10 | I mostly use AI to help me with writing my stories when I'm tired of writing everything myself. I need a model that can output a series of paragraphs with somewhat acceptable prose that doesn't immediately contradict itself (like saying the color of a shirt is suddenly blue when it was established beforehand that it wa... | 2023-08-03T22:26:51 | https://www.reddit.com/r/LocalLLaMA/comments/15hi4nv/whats_the_absolute_best_7b_model_for_consistency/ | NoYesterday7832 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hi4nv | false | null | t3_15hi4nv | /r/LocalLLaMA/comments/15hi4nv/whats_the_absolute_best_7b_model_for_consistency/ | false | false | self | 10 | null |
Character Creator (WIP) | 49 | I've been working on a tool to help create detailed characters with enough information to guide the LLM. Quick preview below. If you want to test it out feedback is appreciated!
[https://huggingface.co/spaces/mikefish/CharacterMaker](https://huggingface.co/spaces/mikefish/CharacterMaker)
https://reddit.com/link/15hg... | 2023-08-03T21:35:03 | https://www.reddit.com/r/LocalLLaMA/comments/15hgsb9/character_creator_wip/ | mfish001188 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hgsb9 | false | null | t3_15hgsb9 | /r/LocalLLaMA/comments/15hgsb9/character_creator_wip/ | false | false | 49 | {'enabled': False, 'images': [{'id': 'hAKZcwKtzD00Rr-_lxhpR_ooehg-ZfJ1x1k5CVJVrIc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/_Q35pOxaHlNB-z8FVl-Kx755HfW3dYd-cgUrokZrV4M.jpg?width=108&crop=smart&auto=webp&s=ac7e016f5dcafa816730016d5bbb210b6a519ae6', 'width': 108}, {'height': 116, 'url': 'h... | |
Is it worth getting a second 1080ti? | 18 | Hey, I found that I love tinkering with local LLMs and I'm casually looking for an upgrade to my machine.
My workstation is generally very capable, but it's a little outdated on the GPU-side
- Ryzen 7900x
- 64GB DDR5 ram
- 1080 Ti 11GB
With this set-up I can comfortably run 13b-4bit models at great speeds, but I fin... | 2023-08-03T21:02:09 | https://www.reddit.com/r/LocalLLaMA/comments/15hfwzv/is_it_worth_getting_a_second_1080ti/ | Combinatorilliance | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hfwzv | false | null | t3_15hfwzv | /r/LocalLLaMA/comments/15hfwzv/is_it_worth_getting_a_second_1080ti/ | false | false | self | 18 | null |
Discrepancy in Llama license terms between | 7 | Hello!
On HF page of Llama2 model I see a statement:
**Out-of-scope Uses** Use in any manner that violates applicable laws or regulations (including trade compliance laws).**Use in languages other than English.** Use in any other way that is prohibited by the Acceptable Use Policy and Licensing Agreement for Llama 2.
... | 2023-08-03T20:47:41 | https://www.reddit.com/r/LocalLLaMA/comments/15hfisz/discrepancy_in_llama_license_terms_between/ | eug_n | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hfisz | false | null | t3_15hfisz | /r/LocalLLaMA/comments/15hfisz/discrepancy_in_llama_license_terms_between/ | false | false | self | 7 | {'enabled': False, 'images': [{'id': 'ilC2qprzEOhvondbER2GPm9DXBMFQhdj6lShAI3fqUQ', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/-lx7IoVnPKtS1s2Rq8IcxH6q6WBMlXXfBQF43Q3okcU.jpg?width=108&crop=smart&auto=webp&s=b96f0fb64d0fd3022dd85d7522591d32ffa3e30e', 'width': 108}, {'height': 121, 'url': 'h... |
QuIP: 2-Bit Quantization of Large Language Models With Guarantees | 143 | New quantization paper just dropped; they get impressive performance at 2 bits, especially at larger models sizes.
[Llama 2 70B on a 3090?](https://preview.redd.it/kl0ge67ugyfb1.png?width=1114&format=png&auto=webp&s=8eb98cbfb7837adfeed9c7553017ca8b0c4c938d)
If I understand correctly, this method does not do mixed qua... | 2023-08-03T20:42:46 | https://www.reddit.com/r/LocalLLaMA/comments/15hfdwd/quip_2bit_quantization_of_large_language_models/ | georgejrjrjr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hfdwd | false | null | t3_15hfdwd | /r/LocalLLaMA/comments/15hfdwd/quip_2bit_quantization_of_large_language_models/ | false | false | 143 | null | |
Alternative project to Text Generation web UI for a specific use case | 1 | Have a project where different teams share a base model. But each team then has specific knowledge bases to their internal projects. 95% of the needs are the same between teams.
I'm trying to find a self-hosted tool that lets internal users train their own models, then then share it back with others. We only have two... | 2023-08-03T20:29:52 | https://www.reddit.com/r/LocalLLaMA/comments/15hf1l7/alternative_project_to_text_generation_web_ui_for/ | chris480 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hf1l7 | false | null | t3_15hf1l7 | /r/LocalLLaMA/comments/15hf1l7/alternative_project_to_text_generation_web_ui_for/ | false | false | self | 1 | null |
What model loader do I use in oobabooga with llama-2 70b guanaco qlora gptq? | 3 | None of them work. Keep getting out of memory errors. I have a 3090 and over 100 gb of ram.
Errors are usually out of Cuda memory, tried to allocate (amount) 24gb total capacity, 23.09 already allocated.
If the 3090 isn't enough can't I offload the rest to ram or disk space? | 2023-08-03T20:05:49 | https://www.reddit.com/r/LocalLLaMA/comments/15heev7/what_model_loader_do_i_use_in_oobabooga_with/ | countrycruiser | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15heev7 | false | null | t3_15heev7 | /r/LocalLLaMA/comments/15heev7/what_model_loader_do_i_use_in_oobabooga_with/ | false | false | self | 3 | null |
What would you like to see in a evaluation set for day-to-day coding tasks? | 12 | Hey all, I'm working on an evaluation framework for LLMs to evaluate their fitness for being a day-to-day coding assistant.
I set-up a Github repo with everything needed get the framework started. My goal with this framework is to gather a relatively small but varied set of coding questions that you actually want a LL... | 2023-08-03T20:02:17 | https://www.reddit.com/r/LocalLLaMA/comments/15hebld/what_would_you_like_to_see_in_a_evaluation_set/ | Combinatorilliance | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hebld | false | null | t3_15hebld | /r/LocalLLaMA/comments/15hebld/what_would_you_like_to_see_in_a_evaluation_set/ | false | false | self | 12 | {'enabled': False, 'images': [{'id': 'SnGePZmZRUh_gg3L-5p2kwmNogiv-nw-DZent7h7xzs', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/NS4j7FtRIUGM-AD0cRKLF-zwnuYSEG1avTxjKgkhc-g.jpg?width=108&crop=smart&auto=webp&s=0ae4a505a58845fb5002f42a14b68bfe227f4f8b', 'width': 108}, {'height': 108, 'url': 'h... |
What UI projects exist for LLMs training? | 1 | I'm working through a project and following tutorials and guides for fine-tuning and creating embeddings. Found that each dev that needed to ramp up, had to go through a lot of the same boilerplate.
I thought about creating a general 'template', where team members could drop in their own documents ontop of our pre-app... | 2023-08-03T19:25:39 | https://www.reddit.com/r/LocalLLaMA/comments/15hdda3/what_ui_projects_exist_for_llms_training/ | chris480 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hdda3 | false | null | t3_15hdda3 | /r/LocalLLaMA/comments/15hdda3/what_ui_projects_exist_for_llms_training/ | false | false | self | 1 | null |
What uncensored model would you recommend that can run without GPU? | 1 | [removed] | 2023-08-03T18:59:47 | https://www.reddit.com/r/LocalLLaMA/comments/15hco9r/what_uncensored_model_would_you_recommend_that/ | Possible_Being_3189 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hco9r | false | null | t3_15hco9r | /r/LocalLLaMA/comments/15hco9r/what_uncensored_model_would_you_recommend_that/ | false | false | self | 1 | null |
Google Colab Pro for jondurbin/airoboros-l2-13b-gpt4-m2.0 | 3 | Hello, I tried running jondurbin/airoboros-l2-13b-gpt4-m2.0 on free tier of google colab and actually was pretty unsuccessful due crashes of unavailability of ram. The pro tier has 25 gigs of ram and better GPUs (v100 etc) so will it be able to run this model without any problem? | 2023-08-03T18:54:29 | https://www.reddit.com/r/LocalLLaMA/comments/15hcjhz/google_colab_pro_for/ | _Sneaky_Bastard_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hcjhz | false | null | t3_15hcjhz | /r/LocalLLaMA/comments/15hcjhz/google_colab_pro_for/ | false | false | self | 3 | null |
Good settings to use for airoboros l2 70B? | 21 | I've been experimenting with this model for the past few days: https://huggingface.co/TheBloke/airoboros-l2-70B-GPT4-2.0-GPTQ
Overall I've had a good experience with it but this is my first time trying out a 70b parameter model and I'm not sure what settings to use. Ive used 7B and 13B a lot in the past, but it seems ... | 2023-08-03T18:36:40 | https://www.reddit.com/r/LocalLLaMA/comments/15hc338/good_settings_to_use_for_airoboros_l2_70b/ | nsfw_throwitaway69 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hc338 | false | null | t3_15hc338 | /r/LocalLLaMA/comments/15hc338/good_settings_to_use_for_airoboros_l2_70b/ | false | false | self | 21 | {'enabled': False, 'images': [{'id': 'E3Ho23-xz-D4B3n6s7lEOWPsn5HzWoRRo-OYce5m2Xk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/6ij0CryiuQmhBrlZi7Pqcgi2uO9DJSqSMsRG_D7qUjo.jpg?width=108&crop=smart&auto=webp&s=f1f535fbf8bdfbcce8d95f65b9235635cf042770', 'width': 108}, {'height': 116, 'url': 'h... |
Beginner Resources | 24 | Hello everyone! I am kind of an absolute beginner to LLM's and am very interested in learning more about how they work, how to use them and also getting hands-on experience by fine-tuning some LLM (probably vicuna 13B) on some custom datasets.
Could someone please share some resources (Blogs, Articles, Learning Ch... | 2023-08-03T18:31:23 | https://www.reddit.com/r/LocalLLaMA/comments/15hby27/beginner_resources/ | mssrprad | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15hby27 | false | null | t3_15hby27 | /r/LocalLLaMA/comments/15hby27/beginner_resources/ | false | false | self | 24 | null |
Guide to fine-tuning your own Vicuna on Llama 2 | 72 | Hello! We (co-creators of Vicuna) wrote an operational guide to finetuning Llama 2 using the Vicuna recipe we used on Llama 1.
[https://blog.skypilot.co/finetuning-llama2-operational-guide/](https://blog.skypilot.co/finetuning-llama2-operational-guide/)
It includes instructions on how to find available GPUs on your c... | 2023-08-03T17:39:33 | https://www.reddit.com/r/LocalLLaMA/comments/15ham3w/guide_to_finetuning_your_own_vicuna_on_llama_2/ | skypilotucb | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ham3w | false | null | t3_15ham3w | /r/LocalLLaMA/comments/15ham3w/guide_to_finetuning_your_own_vicuna_on_llama_2/ | false | false | self | 72 | {'enabled': False, 'images': [{'id': 'orxIgg97iGb0gZCGlH_tMxdR33__ya_4bqNR4j5s8dM', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/u-nM6DxlaqyWErLOlPG87OkhPUS--IyaeQ7zbm7dbWY.jpg?width=108&crop=smart&auto=webp&s=dcec8fa51f16824ebf5d31ba16068fb3fa6d4f41', 'width': 108}, {'height': 113, 'url': 'h... |
OpenOrca Preview2 Has been Released! | 248 | were releasing the second preview! a 13-billion-parameter model. It outclasses its namesake Orca and many models many times larger than itself, and all for 10% of the compute of the original.
Sorry about the silence,
Find Us Online: Visit us at [**https://AlignmentLab.ai**](https://alignmentlab.ai/) and join the disc... | 2023-08-03T17:27:55 | https://www.reddit.com/r/LocalLLaMA/comments/15habgv/openorca_preview2_has_been_released/ | Alignment-Lab-AI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15habgv | false | null | t3_15habgv | /r/LocalLLaMA/comments/15habgv/openorca_preview2_has_been_released/ | false | false | 248 | null | |
Can LLMs be fine-tuned on unstructured data? | 16 | After many failed attempts (probably all self-inflicted), I successfully fine-tuned a local LLAMA 2 model on a custom 18k Q&A structured dataset using QLoRa and LoRa and got good results. I have a data corpus on a bunch of unstructured text that I would like to further fine-tune on, such as talks, transcripts, convers... | 2023-08-03T17:12:53 | https://www.reddit.com/r/LocalLLaMA/comments/15h9xrn/can_llms_be_finetuned_on_unstructured_data/ | L7nx | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15h9xrn | false | null | t3_15h9xrn | /r/LocalLLaMA/comments/15h9xrn/can_llms_be_finetuned_on_unstructured_data/ | false | false | self | 16 | null |
OpenOrca Preview2 Released! | 4 | Introducing Open Orca preview2: A New Milestone in AI Innovation
We're unveiling Open Orca preview2, a 13-billion-parameter model. It outclasses its namesake Orca and many models many times larger than itself, and all for 10% of the compute of the original.
Innovation & Efficiency:
* Powerful Performance: Surpasses ... | 2023-08-03T16:59:06 | https://www.reddit.com/r/LocalLLaMA/comments/15h9kyb/openorca_preview2_released/ | Alignment-Lab-AI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15h9kyb | false | null | t3_15h9kyb | /r/LocalLLaMA/comments/15h9kyb/openorca_preview2_released/ | false | false | 4 | null | |
Is there anyone that has tried input data packing for fine tuning Llama model? | 6 | So, I have a dataset that has a variety of token size. When fine tuning, it's a good practice to make the token size of the each batch is same across every step right? So, I set it to 2048. But, the token size of my dataset is spread from only 100 token to 2048 token. Then, I read that there is an object from trl packa... | 2023-08-03T16:21:04 | https://gist.github.com/fahadh4ilyas/aec5ebacedaac6ae0db435b4232a5577 | Bored_AFI_149 | gist.github.com | 1970-01-01T00:00:00 | 0 | {} | 15h8phk | false | null | t3_15h8phk | /r/LocalLLaMA/comments/15h8phk/is_there_anyone_that_has_tried_input_data_packing/ | false | false | 6 | {'enabled': False, 'images': [{'id': 'OAXSl8SY6T3JK9MGQyKxkoYbqZ71HQRYXLeB8CV0NXg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/4-DxLM-C2Ve3tHmVL5ITI6GRtMVG8PzzdBuCKiaabfE.jpg?width=108&crop=smart&auto=webp&s=d5811c5bda5fece1040636a6af8702ba790f0fd4', 'width': 108}, {'height': 108, 'url': 'h... | |
Retrieval Augmented Generation with Llama-2 | 2 | Are there any libraries that facilitate/streamline RAG with llama-2 models? | 2023-08-03T15:46:08 | https://www.reddit.com/r/LocalLLaMA/comments/15h7swt/retrieval_augmented_generation_with_llama2/ | Prudent_Quiet_727 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15h7swt | false | null | t3_15h7swt | /r/LocalLLaMA/comments/15h7swt/retrieval_augmented_generation_with_llama2/ | false | false | self | 2 | null |
Use of tools with llama2 | 1 | Are there any libraries that use toolformer on top of llama2 models? | 2023-08-03T15:40:11 | https://www.reddit.com/r/LocalLLaMA/comments/15h7n5r/use_of_tools_with_llama2/ | Prudent_Quiet_727 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15h7n5r | false | null | t3_15h7n5r | /r/LocalLLaMA/comments/15h7n5r/use_of_tools_with_llama2/ | false | false | self | 1 | null |
Finetuning on a custom dataset with qlora | 5 | I am looking to finetune the llama-2-7b model on a custom dataset with my 3060 ti. I am however not sure how the format should be?
I have tried finetuning llama-2-7b on a few of the datasets that are provided by qlora (alpaca and oasst1) however it doesnt work when i download a dataset off of huggingface and link to t... | 2023-08-03T15:03:28 | https://www.reddit.com/r/LocalLLaMA/comments/15h6p97/finetuning_on_a_custom_dataset_with_qlora/ | victor5152 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15h6p97 | false | null | t3_15h6p97 | /r/LocalLLaMA/comments/15h6p97/finetuning_on_a_custom_dataset_with_qlora/ | false | false | self | 5 | null |
Alibaba Open Sources Qwen, a 7B Parameter AI Model | 97 | 2023-08-03T15:02:09 | https://www.maginative.com/article/alibaba-open-sources-qwen-a-7b-parameter-ai-model/ | palihawaii | maginative.com | 1970-01-01T00:00:00 | 0 | {} | 15h6nw2 | false | null | t3_15h6nw2 | /r/LocalLLaMA/comments/15h6nw2/alibaba_open_sources_qwen_a_7b_parameter_ai_model/ | false | false | 97 | {'enabled': False, 'images': [{'id': 'erd_1K5kXDoUFW9OnGJGIrUXyZnoRja5nOYW66Zdiwg', 'resolutions': [{'height': 55, 'url': 'https://external-preview.redd.it/lD0mkZ-X9QfAbocuTo6s23JPoS5Ne17kLAAdTAEc5ag.jpg?width=108&crop=smart&auto=webp&s=c45000d3167b97dc2e3c923b7ab36b0dc63b1040', 'width': 108}, {'height': 111, 'url': 'h... | ||
Does this same behavior happen with bigger models too? | 18 | I can locally run only 7b models. I've tested this with Guanaco and Wizard Vicuna. They are both models with 8k tokens context length. The initial text always looks okay, but then, after a while, it will start repeating itself over and over instead of continuing to write normally. This behavior makes the 8k context len... | 2023-08-03T14:58:23 | https://www.reddit.com/r/LocalLLaMA/comments/15h6k1q/does_this_same_behavior_happen_with_bigger_models/ | NoYesterday7832 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15h6k1q | false | null | t3_15h6k1q | /r/LocalLLaMA/comments/15h6k1q/does_this_same_behavior_happen_with_bigger_models/ | false | false | self | 18 | null |
What is the best bi-lingual model English - Spanish? | 15 | I need to move soon to Spain and I need to setup lots of stuff. I need the best LLM for English - Spanish translation, summarisation, conversation.
I am good at programming, I can build my own tools, but I can't test hundreds of models, I need to start with a short list. I have A6000 with 48Gb so I can run up to 65b ... | 2023-08-03T12:49:21 | https://www.reddit.com/r/LocalLLaMA/comments/15h3cx1/what_is_the_best_bilingual_model_english_spanish/ | aiworshipper | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15h3cx1 | false | null | t3_15h3cx1 | /r/LocalLLaMA/comments/15h3cx1/what_is_the_best_bilingual_model_english_spanish/ | false | false | self | 15 | null |
Writing a novel generator. Looking for help/testers from authors/prompt masters. | 22 | I have written a small prototype to help generating novels along the typical building process: idea->summary->characters->chapters/heroesjourney/...?->scenes/chapter->scenes.
I am looking for 'partners in crime' :) to develop this as an open source small html5 application. Currently it uses koboldcpp's webservices for... | 2023-08-03T12:42:01 | https://www.reddit.com/gallery/15h36nn | Symphatisch8510 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 15h36nn | false | null | t3_15h36nn | /r/LocalLLaMA/comments/15h36nn/writing_a_novel_generator_looking_for_helptesters/ | false | false | 22 | null | |
Need help deciding architecture for custom LLM | 2 | Hi guys, I want to be able to create a custom LLM that is the best at solving and writing code for certain coding problems. I have gathered around \~9000 examples of said coding questions for fine-tuning, but am unsure of what architecture to use. Here are the options I have gathered so far, feel free to suggest more:
... | 2023-08-03T12:22:08 | https://www.reddit.com/r/LocalLLaMA/comments/15h2pq5/need_help_deciding_architecture_for_custom_llm/ | Impossible-Photo7264 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15h2pq5 | false | null | t3_15h2pq5 | /r/LocalLLaMA/comments/15h2pq5/need_help_deciding_architecture_for_custom_llm/ | false | false | self | 2 | null |
Deterministic answers from quanatized qlora | 0 | I am using ctransformers for ggml models which I got from quantizing merged qlora plus base model using llama cpp. But it seems the answers are everytime the same. We don't have do sample? How to deal with this limitation?? | 2023-08-03T12:07:46 | https://www.reddit.com/r/LocalLLaMA/comments/15h2dno/deterministic_answers_from_quanatized_qlora/ | Longjumping_Essay498 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15h2dno | false | null | t3_15h2dno | /r/LocalLLaMA/comments/15h2dno/deterministic_answers_from_quanatized_qlora/ | false | false | self | 0 | null |
Is it possible to further pre train Llama 2 using Masked Language Modeling (MLM) and then use Instruction Fine-Tune (IFT) to make it conversational? | 7 | Hi all!
I would like to make a domain adaptation of Llama 2 on my own corpus of text, for which MLM seems to be a good approach according to [HF](https://huggingface.co/tasks/fill-mask). I am not sure if this idea is sensible or if I would have to use other models.
Thank you! | 2023-08-03T11:55:52 | https://www.reddit.com/r/LocalLLaMA/comments/15h23h7/is_it_possible_to_further_pre_train_llama_2_using/ | Por-Tutatis | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15h23h7 | false | null | t3_15h23h7 | /r/LocalLLaMA/comments/15h23h7/is_it_possible_to_further_pre_train_llama_2_using/ | false | false | self | 7 | {'enabled': False, 'images': [{'id': '_rEX1xvwdv17x6NFAWQpYFNONQ0BKA5Qw0Eo0JX0zWU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/PUH10BjM5sFuvroA3mzy6AwPeP3T-kvtFLWUoE6Dho8.jpg?width=108&crop=smart&auto=webp&s=17279fa911dbea17f2a87e187f47ad903120ba87', 'width': 108}, {'height': 116, 'url': 'h... |
Best for story writing? | 1 | [removed] | 2023-08-03T11:52:30 | https://www.reddit.com/r/LocalLLaMA/comments/15h20t7/best_for_story_writing/ | 04RR | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15h20t7 | false | null | t3_15h20t7 | /r/LocalLLaMA/comments/15h20t7/best_for_story_writing/ | false | false | self | 1 | null |
Could we collect some adversarial strings for censored models? | 1 | [removed] | 2023-08-03T11:18:17 | https://www.reddit.com/r/LocalLLaMA/comments/15h1br2/could_we_collect_some_adversarial_strings_for/ | a_beautiful_rhind | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15h1br2 | false | null | t3_15h1br2 | /r/LocalLLaMA/comments/15h1br2/could_we_collect_some_adversarial_strings_for/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'O4FkK6Sz7UxAmBo-umVUu09JFX6VX89yf06G55K3Xyc', 'resolutions': [{'height': 69, 'url': 'https://external-preview.redd.it/61B_NUqlghXTgebAPHGLKZDz_usDdOnVHkx_sgWvgOc.jpg?width=108&crop=smart&auto=webp&s=1718850f8792082dc88a67a15bb68a23e93f3d69', 'width': 108}, {'height': 138, 'url': 'h... |
Gptq model not loading fix | 1 | [removed] | 2023-08-03T10:12:52 | https://www.reddit.com/r/LocalLLaMA/comments/15h02ia/gptq_model_not_loading_fix/ | Ok-Reflection-9505 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15h02ia | false | null | t3_15h02ia | /r/LocalLLaMA/comments/15h02ia/gptq_model_not_loading_fix/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '_rEX1xvwdv17x6NFAWQpYFNONQ0BKA5Qw0Eo0JX0zWU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/PUH10BjM5sFuvroA3mzy6AwPeP3T-kvtFLWUoE6Dho8.jpg?width=108&crop=smart&auto=webp&s=17279fa911dbea17f2a87e187f47ad903120ba87', 'width': 108}, {'height': 116, 'url': 'h... |
We built XSTest, a test suite to test how exaggeratedly safe an LLM is -- and LLaMA 2 is very bad at it. | 1 | [removed] | 2023-08-03T10:11:33 | https://www.reddit.com/r/LocalLLaMA/comments/15h01ki/we_built_xstest_a_test_suite_to_test_how/ | peppeatta | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15h01ki | false | null | t3_15h01ki | /r/LocalLLaMA/comments/15h01ki/we_built_xstest_a_test_suite_to_test_how/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/0HhwdU6MKIAKjL9Y8-B_iH374a3NiPTy0ib8lmloRzA.jpg?width=108&crop=smart&auto=webp&s=2711d572cfc6c713893cf24e8c4a7344d5ad8a4c', 'width': 108}, {'height': 126, 'url': 'h... |
Is it possible to run a RP model on Telegram? | 5 | So I would like to host a model on my local machine to do some RP. But, could I push it further and connect to a telegram number?
My system is a 4090 with a Ryzen 9750x 64GB | 2023-08-03T09:39:53 | https://www.reddit.com/r/LocalLLaMA/comments/15gzg89/is_it_possible_to_run_a_rp_model_on_telegram/ | Visible_Guest_2986 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gzg89 | false | null | t3_15gzg89 | /r/LocalLLaMA/comments/15gzg89/is_it_possible_to_run_a_rp_model_on_telegram/ | false | false | self | 5 | null |
Qwen-7B: New model from Alibaba to be released Thursday | 1 | 2023-08-03T07:57:15 | https://www.reuters.com/article/alibaba-ai/alibaba-unveils-open-sourced-ai-model-similar-to-metas-llama-2-idUSKBN2ZE0HQ | ABRhall | reuters.com | 1970-01-01T00:00:00 | 0 | {} | 15gxnwa | false | null | t3_15gxnwa | /r/LocalLLaMA/comments/15gxnwa/qwen7b_new_model_from_alibaba_to_be_released/ | false | false | 1 | {'enabled': False, 'images': [{'id': '6qtEumVIsTd9rkAA9dl_Ci6E3fGmUPzllC3gfPPn9is', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/VRix-_9nn1pL1J2H91o7iJqS9W7_fCbmMeHB_OTPDfQ.jpg?width=108&crop=smart&auto=webp&s=cc9b25fe0fabcde47cd917683c011a56314f633b', 'width': 108}, {'height': 113, 'url': 'h... | ||
The best model for "Talk to your data" scenarios? | 52 | So, the part where we divide documents into chunks and create embeddings for them, store them in a vector DB is pretty straight forward, but using an LLM for taking chunks as input and answering the query; I am not clear which Open Sourced LLM would be a clear winner to use.
There are a lot of 7B and 13B models ou... | 2023-08-03T07:01:35 | https://www.reddit.com/r/LocalLLaMA/comments/15gwp19/the_best_model_for_talk_to_your_data_scenarios/ | Raise_Fickle | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gwp19 | false | null | t3_15gwp19 | /r/LocalLLaMA/comments/15gwp19/the_best_model_for_talk_to_your_data_scenarios/ | false | false | self | 52 | null |
I'm paying you to help me generate erotic stories (I already have the models on Runpod). | 1 | [removed] | 2023-08-03T07:01:01 | https://www.reddit.com/r/LocalLLaMA/comments/15gwol7/im_paying_you_to_help_me_generate_erotic_stories/ | Weekly_Highway5493 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gwol7 | false | null | t3_15gwol7 | /r/LocalLLaMA/comments/15gwol7/im_paying_you_to_help_me_generate_erotic_stories/ | false | false | nsfw | 1 | null |
Is buying Mac Studio a good idea for running models? | 101 | 2023-08-03T06:49:27 | Wrong_User_Logged | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 15gwhfa | false | null | t3_15gwhfa | /r/LocalLLaMA/comments/15gwhfa/is_buying_mac_studio_a_good_idea_for_running/ | false | false | 101 | {'enabled': True, 'images': [{'id': '0GIuiPhksQyuqFa6LoXub5ckC40vd4Yq2lA__ExvbQs', 'resolutions': [{'height': 75, 'url': 'https://preview.redd.it/40vph6jzdufb1.jpg?width=108&crop=smart&auto=webp&s=ab3409f8a85f449b0fced3d7d996ca47572aa24a', 'width': 108}, {'height': 150, 'url': 'https://preview.redd.it/40vph6jzdufb1.jpg... | |||
How do i get rid of openai key when i don't need it??? | 1 | hi can someone give me a hand?
I want to use llama\_index to do indexing and i was kept being prompted for openai key. I don't want to use openai, stay away from it and i am not interested to use openai, and i want to use it with other free LLM like those in huggingface; I was thrown an error "ValueError: No API key f... | 2023-08-03T06:36:15 | https://www.reddit.com/r/LocalLLaMA/comments/15gw997/how_do_i_get_rid_of_openai_key_when_i_dont_need_it/ | popcornismid | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gw997 | false | null | t3_15gw997 | /r/LocalLLaMA/comments/15gw997/how_do_i_get_rid_of_openai_key_when_i_dont_need_it/ | false | false | self | 1 | null |
Flashbacks from 90' | 1 | 2023-08-03T06:28:29 | Wrong_User_Logged | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 15gw4ks | false | null | t3_15gw4ks | /r/LocalLLaMA/comments/15gw4ks/flashbacks_from_90/ | false | false | 1 | {'enabled': True, 'images': [{'id': '4ut0n7547T7Vr7ZunSmfeyhW2gSP-tIMXqZOm7wpx8E', 'resolutions': [{'height': 75, 'url': 'https://preview.redd.it/17hivxaaaufb1.jpg?width=108&crop=smart&auto=webp&s=eaab26517c071f57d3baff51596cda668468e710', 'width': 108}, {'height': 150, 'url': 'https://preview.redd.it/17hivxaaaufb1.jpg... | |||
Retrieve certain sections from PDFs | 8 | Each PDF contains multiple chapters. Each chapter has a section called "Exercises". The problem I am facing is getting these exercises through the Langchain retrievalqa chain and chromadb as a retriever. The query I want to ask is "Get me exercise from Chapter 1".
Currently, it's retrieving the chunks that are less re... | 2023-08-03T05:25:00 | https://www.reddit.com/r/LocalLLaMA/comments/15guzif/retrieve_certain_sections_from_pdfs/ | nlpllama | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15guzif | false | null | t3_15guzif | /r/LocalLLaMA/comments/15guzif/retrieve_certain_sections_from_pdfs/ | false | false | self | 8 | {'enabled': False, 'images': [{'id': 'C1O5S5WQ2zql4CQHBQC5FMwveJdPtaJ9r_xGWbzu48o', 'resolutions': [{'height': 59, 'url': 'https://external-preview.redd.it/yj1VFfepLr812JLTSNnU5MJG1lU-9ZqkUURZj9T-PA0.jpg?width=108&crop=smart&auto=webp&s=2684aa31208d728f65279640de17c8d8f9039e79', 'width': 108}, {'height': 118, 'url': 'h... |
Llama2 (llama.cpp) Word Cloud Generator app using ggplot2 /ggwordcloud | 2 | Adding on my full stack Dockerized build for llama.cpp, I have created an R shiny app to generate word clouds from the generated text
Within the context of the Docker build, the app takes a few settings and a prompt from the user, which is passed to the /completion endpoint of the llama.cpp server API. a text output a... | 2023-08-03T04:09:17 | https://www.reddit.com/gallery/15gtl1v | Happy_Chicken9835 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 15gtl1v | false | null | t3_15gtl1v | /r/LocalLLaMA/comments/15gtl1v/llama2_llamacpp_word_cloud_generator_app_using/ | false | false | 2 | null | |
In case anyone was wondering how to use llama 2 as a chatbot with hf | 1 | [removed] | 2023-08-03T02:57:29 | https://www.reddit.com/r/LocalLLaMA/comments/15gs5gx/in_case_anyone_was_wondering_how_to_use_llama_2/ | crono760 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gs5gx | false | null | t3_15gs5gx | /r/LocalLLaMA/comments/15gs5gx/in_case_anyone_was_wondering_how_to_use_llama_2/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'dVj-cRYRybJbopaMPdpFFuWob4mGW2zbfdVRyyRUQ7M', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/HAvPT86BKgFb3QGkGeynUGAnCsrVwcKxP-mArL1c46c.jpg?width=108&crop=smart&auto=webp&s=4926741ed45ad51227764bea3d9f71bb42c6666b', 'width': 108}, {'height': 108, 'url': 'h... |
New Vicunia model based on Llama2 | 89 | 2023-08-03T02:07:58 | https://twitter.com/lmsysorg/status/1686794639469371393 | ninjasaid13 | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 15gr3oz | false | {'oembed': {'author_name': 'lmsys.org', 'author_url': 'https://twitter.com/lmsysorg', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Excited to release our latest Vicuna v1.5 series, featuring 4K and 16K context lengths with improved performance on almost all ... | t3_15gr3oz | /r/LocalLLaMA/comments/15gr3oz/new_vicunia_model_based_on_llama2/ | false | false | 89 | {'enabled': False, 'images': [{'id': 'BBm_8z8EjR_Uz2o7QQQaa7FtHLDA0s8FWsKJgbL4GO8', 'resolutions': [{'height': 64, 'url': 'https://external-preview.redd.it/y3IxSWh8RiE8GS1KDXRbz1qsm1zPekobJ5OnTnongHw.jpg?width=108&crop=smart&auto=webp&s=f4f10d7057084290f64071097e1ef1e48d90b89f', 'width': 108}], 'source': {'height': 84,... | ||
Using LLaMA2 for private code base and documentation | 5 | Hey folks,
I'm pretty new to this topic, but I've been investing a lot of time to understand how to train your LLM properly, so I apologize if this request is a bit "loose."
I have a medium-sized Python application with about 1000 files (not counting the dependencies) and a lot of documentation on this application. I... | 2023-08-03T01:10:25 | https://www.reddit.com/r/LocalLLaMA/comments/15gputb/using_llama2_for_private_code_base_and/ | ViRROOO | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gputb | false | null | t3_15gputb | /r/LocalLLaMA/comments/15gputb/using_llama2_for_private_code_base_and/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': '5aX1p4FyRxtZkQj3ZeMm5fhY-JUD92DqBG-6eEIvrHA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/YsftUDy53eXhIKoSqoy2pLxTu7zJqbZglkgn189Rvbs.jpg?width=108&crop=smart&auto=webp&s=26dc537b0dac54cbb0c04f049f3153febb9073da', 'width': 108}, {'height': 116, 'url': 'h... |
Chronos-13b-v2: Llama 2 Roleplay, Storywriting, and Chat Model | 54 | FP16 : [https://huggingface.co/elinas/chronos-13b-v2](https://huggingface.co/elinas/chronos-13b-v2)
GPTQ: [https://huggingface.co/elinas/chronos-13b-v2-GPTQ](https://huggingface.co/elinas/chronos-13b-v2-GPTQ)
GGML: [https://huggingface.co/TheBloke/Chronos-13B-v2-GGML](https://huggingface.co/TheBloke/Chronos-13B-v2-GG... | 2023-08-03T00:43:12 | https://www.reddit.com/r/LocalLLaMA/comments/15gp9fq/chronos13bv2_llama_2_roleplay_storywriting_and/ | DontPlanToEnd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gp9fq | false | null | t3_15gp9fq | /r/LocalLLaMA/comments/15gp9fq/chronos13bv2_llama_2_roleplay_storywriting_and/ | false | false | self | 54 | {'enabled': False, 'images': [{'id': '6WSCjWUnBJuAsy5fkEx8CHGPzL_pjGNmFOjd2nM9sSA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/x5QpeICP_-QMv-z4JgUY2SW2NUKtEujxVawhIN8Z_Ms.jpg?width=108&crop=smart&auto=webp&s=9bac96fe0305c63af13fc7c41dd5377b9d019c5c', 'width': 108}, {'height': 116, 'url': 'h... |
Chronos-13b-v2: Llama 2 Roleplay model | 1 | FP16 : [https://huggingface.co/elinas/chronos-13b-v2](https://huggingface.co/elinas/chronos-13b-v2)
GPTQ: [https://huggingface.co/elinas/chronos-13b-v2-GPTQ](https://huggingface.co/elinas/chronos-13b-v2-GPTQ)
GGML: [https://huggingface.co/TheBloke/Chronos-13B-v2-GGML](https://huggingface.co/TheBloke/Chronos-13B-v2-G... | 2023-08-03T00:40:54 | https://www.reddit.com/r/LocalLLaMA/comments/15gp7m4/chronos13bv2_llama_2_roleplay_model/ | DontPlanToEnd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gp7m4 | false | null | t3_15gp7m4 | /r/LocalLLaMA/comments/15gp7m4/chronos13bv2_llama_2_roleplay_model/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '6WSCjWUnBJuAsy5fkEx8CHGPzL_pjGNmFOjd2nM9sSA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/x5QpeICP_-QMv-z4JgUY2SW2NUKtEujxVawhIN8Z_Ms.jpg?width=108&crop=smart&auto=webp&s=9bac96fe0305c63af13fc7c41dd5377b9d019c5c', 'width': 108}, {'height': 116, 'url': 'h... |
New to Ooba and cant get a model to work for my life | 1 | I downloaded PygmalionAI/pygmalion-6b for Ooba and I keep getting this error when loading it. Im new to this and im struggling
Traceback (most recent call last): File “E:\\oobabooga\_windows\\text-generation-webui\\[server.py](http://server.py/)”, line 68, in load\_model\_wrapper shared.model, shared.tokenizer = lo... | 2023-08-03T00:03:22 | https://www.reddit.com/r/LocalLLaMA/comments/15godj3/new_to_ooba_and_cant_get_a_model_to_work_for_my/ | Right_Situation_1074 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15godj3 | false | null | t3_15godj3 | /r/LocalLLaMA/comments/15godj3/new_to_ooba_and_cant_get_a_model_to_work_for_my/ | false | false | self | 1 | null |
NewHope creators say benchmark results where leaked into the dataset, which explains the HumanEval score. This model should not be used. | 117 | [https://github.com/SLAM-group/newhope](https://github.com/SLAM-group/newhope)
I kind of expected this, but I was hoping for a crazy breakthrough. Anyways, WizardCoder 15b is still king of coding. | 2023-08-02T23:33:06 | https://www.reddit.com/r/LocalLLaMA/comments/15gnnrf/newhope_creators_say_benchmark_results_where/ | pokeuser61 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gnnrf | false | null | t3_15gnnrf | /r/LocalLLaMA/comments/15gnnrf/newhope_creators_say_benchmark_results_where/ | false | false | self | 117 | {'enabled': False, 'images': [{'id': 'UeH8OsMWO_TrbTD0Lh7q_Y3-mj8HxUfQgZUQMzeSey8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/aTfDk2Ybj6zoPoJHfzJ-wN6ovuEK79-BUk6z8Rofd1w.jpg?width=108&crop=smart&auto=webp&s=4658c36f0f1f0ecf2cb06a014a2c3f247cc3b51a', 'width': 108}, {'height': 108, 'url': 'h... |
What's the all out smartest model I can run local with over 100 GB of RAM and a 3090? | 14 | There's so many different options, I just want the best one for doing analysis and story telling.
Can someone recommend one and also explain why it's the best? | 2023-08-02T23:21:57 | https://www.reddit.com/r/LocalLLaMA/comments/15gne6v/whats_the_all_out_smartest_model_i_can_run_local/ | countrycruiser | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gne6v | false | null | t3_15gne6v | /r/LocalLLaMA/comments/15gne6v/whats_the_all_out_smartest_model_i_can_run_local/ | false | false | self | 14 | null |
Best gpu for API based inference? | 1 | Let’s say I wanted to serve a 4 bit 13B model as an API and alternative to openAI. You could call the api with a prompt, and get a completion from a gpu server. Which gpu or gpu cluster would allow for the most tokens per second at the cheapest price? | 2023-08-02T21:58:54 | https://www.reddit.com/r/LocalLLaMA/comments/15glb50/best_gpu_for_api_based_inference/ | ZealousidealBlock330 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15glb50 | false | null | t3_15glb50 | /r/LocalLLaMA/comments/15glb50/best_gpu_for_api_based_inference/ | false | false | self | 1 | null |
What's the best model if I want a chatbot for this pc? | 11 | * Using Ooga Booga
* Uncensored Model
* RTX 3060
* Ryzen 5 5600X
* 16gb ram.
​
Thanks for the help. I currently use TheBloke\_orca\_mini\_v2\_7B-GPTQ. It's good but doesn't seem to have much variety in what it says.
​
If there's any suggestion for an upgrade, will RAM be better, GPU, or CPU? | 2023-08-02T21:46:02 | https://www.reddit.com/r/LocalLLaMA/comments/15gkymu/whats_the_best_model_if_i_want_a_chatbot_for_this/ | Coteboy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gkymu | false | null | t3_15gkymu | /r/LocalLLaMA/comments/15gkymu/whats_the_best_model_if_i_want_a_chatbot_for_this/ | false | false | self | 11 | null |
Testing / Benchmarking before production | 2 | Hello, what do you use to test your LLMs / benchmark them before putting them into production? | 2023-08-02T20:23:10 | https://www.reddit.com/r/LocalLLaMA/comments/15gjp8b/testing_benchmarking_before_production/ | MuffinB0y | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gjp8b | false | null | t3_15gjp8b | /r/LocalLLaMA/comments/15gjp8b/testing_benchmarking_before_production/ | false | false | self | 2 | null |
Scam watch - post LocalLlama and chatgpt scams here | 1 | Scam artists seem eager to take advantage of LLM communities right now. Don’t know why, but don’t give your information to anybody especially your openai api keys.
Some scam below:
U/arcticfly and OpenPipe ai - they posted a fake $15k contest the other day and deleted the thread after being questioned
U/atezan an “A... | 2023-08-02T19:37:32 | https://www.reddit.com/r/LocalLLaMA/comments/15gii9s/scam_watch_post_localllama_and_chatgpt_scams_here/ | Basic_Description_56 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gii9s | false | null | t3_15gii9s | /r/LocalLLaMA/comments/15gii9s/scam_watch_post_localllama_and_chatgpt_scams_here/ | false | false | self | 1 | null |
Is it possible to run petals on a local network? | 7 | Say I have several machines with smaller GPUs. Is it possible to run Petals locally, so that I essentially get my own local distributed petals environment? Or does it have to be run in the big cloud with everyone's machine? | 2023-08-02T19:37:00 | https://www.reddit.com/r/LocalLLaMA/comments/15gihre/is_it_possible_to_run_petals_on_a_local_network/ | crono760 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gihre | false | null | t3_15gihre | /r/LocalLLaMA/comments/15gihre/is_it_possible_to_run_petals_on_a_local_network/ | false | false | self | 7 | null |
Tutorial: Running Llama AI on a low RAM, i5 CPU Windows machine (via WSL) & Getting Started Bulk Text Processing | 1 | [removed] | 2023-08-02T19:13:14 | https://www.reddit.com/r/LocalLLaMA/comments/15ghvcu/tutorial_running_llama_ai_on_a_low_ram_i5_cpu/ | jack-lambourne | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ghvcu | false | null | t3_15ghvcu | /r/LocalLLaMA/comments/15ghvcu/tutorial_running_llama_ai_on_a_low_ram_i5_cpu/ | false | false | self | 1 | null |
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