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Having a hard time trying to uncensor custom finetuned DeepSeek | 1 | Hi all,
I have fine tuned a deepseek 7b coder model, but for some reason, the replies are heavily censored. I am not sure what I am doing wrong with this. Any suggestion? It keeps throwing up the ‘I am sorry, i can’t. help with this because this is not a python related task blah blah blah’
Am I supposed to follow t... | 2024-02-02T00:54:30 | https://www.reddit.com/r/LocalLLaMA/comments/1agqxta/having_a_hard_time_trying_to_uncensor_custom/ | plsendfast | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agqxta | false | null | t3_1agqxta | /r/LocalLLaMA/comments/1agqxta/having_a_hard_time_trying_to_uncensor_custom/ | false | false | self | 1 | null |
Is there a way to have the equivalent of a GPT, including reference files, on a local LLM? | 1 | [removed] | 2024-02-02T00:50:56 | https://www.reddit.com/r/LocalLLaMA/comments/1agqv2m/is_there_a_way_to_have_the_equivalent_of_a_gpt/ | Paganator | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agqv2m | false | null | t3_1agqv2m | /r/LocalLLaMA/comments/1agqv2m/is_there_a_way_to_have_the_equivalent_of_a_gpt/ | false | false | default | 1 | null |
Lastest Llama.cpp build seem broken? (apple silicon/gguf) | 7 | I recently updated my Llama.cpp installation to try out the latest Code Llama and Miqu (in case it could help). I executed a git pull followed by make to ensure everything was up-to-date. However, I've encountered unexpected performance issues since the update.
Symptoms:
-The models are significantly slower and don't... | 2024-02-02T00:34:17 | https://www.reddit.com/r/LocalLLaMA/comments/1agqi4f/lastest_llamacpp_build_seem_broken_apple/ | mantafloppy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agqi4f | false | null | t3_1agqi4f | /r/LocalLLaMA/comments/1agqi4f/lastest_llamacpp_build_seem_broken_apple/ | false | false | self | 7 | null |
Intro to Open Source AI [Talk] - OpenHermes for everything. | 1 | [removed] | 2024-02-02T00:23:41 | https://www.reddit.com/r/LocalLLaMA/comments/1agq9rn/intro_to_open_source_ai_talk_openhermes_for/ | kushalgoenka | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agq9rn | false | null | t3_1agq9rn | /r/LocalLLaMA/comments/1agq9rn/intro_to_open_source_ai_talk_openhermes_for/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'WvUqoEm844X1lon1OK7LHWVki0vSis61eSlPh5z43YU', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/Ew0UkDlqBq-My886an3tNXECxUSnsLfCOT6l87ljIk8.jpg?width=108&crop=smart&auto=webp&s=e8e9a50ed42cefbbb9eefea332571fc545559880', 'width': 108}, {'height': 162, 'url': 'h... |
HW for LLaMA | 1 | Is there anyone in the sub who are using MSI system in the link or similar gaming PC for AI?
[https://www.newegg.com/msi-infinite-rs-14nui9-630us/p/3D5-000G-045S0?Item=9SIAFXNK7F8736](https://www.newegg.com/msi-infinite-rs-14nui9-630us/p/3D5-000G-045S0?Item=9SIAFXNK7F8736)
I have a budget of 5K from my employer to ... | 2024-02-01T23:53:31 | https://www.reddit.com/r/LocalLLaMA/comments/1agpl8c/hw_for_llama/ | seekingSupB | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agpl8c | false | null | t3_1agpl8c | /r/LocalLLaMA/comments/1agpl8c/hw_for_llama/ | false | false | self | 1 | null |
How to answer questions involving aggregation in a RAG system? | 1 | For e.g. "How many times has \[insert incidence\] occurred?", "What is the most common cause of \[insert problem\]?"
This is specially challenging because RAG only returns top k items which limits the LLMs capacity to aggregate.
One way I thought of going about it was:
1. Ingest data with metadata.
2. Filt... | 2024-02-01T23:14:33 | https://www.reddit.com/r/LocalLLaMA/comments/1agop4t/how_to_answer_questions_involving_aggregation_in/ | artemiswolves | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agop4t | false | null | t3_1agop4t | /r/LocalLLaMA/comments/1agop4t/how_to_answer_questions_involving_aggregation_in/ | false | false | self | 1 | null |
4060ti 16gb vs 4070 12gb | 4 | I currently have a 4060ti 16gb installed but am considering buying a second GPU to run larger models. Would it be better to get a 4070 as my primary and the 4060 as secondary or to get another 4060 with the extra 4gb of VRAM.
I don't understand the internals enough to know if the different bus speed would be better, wo... | 2024-02-01T23:04:09 | https://www.reddit.com/r/LocalLLaMA/comments/1agogj6/4060ti_16gb_vs_4070_12gb/ | it_lackey | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agogj6 | false | null | t3_1agogj6 | /r/LocalLLaMA/comments/1agogj6/4060ti_16gb_vs_4070_12gb/ | false | false | self | 4 | null |
Russian LLM Silicon-Masha-7B | 18 | Hi everyone! Please evaluate the merge model I made. It is aimed most of all at RP/ERP in Russian. As for me, with the tasks in Russian it copes. Do not judge harshly, something wrong, write)))) all the same first time doing this).
I use:
mergekit
SanjiWatsuki/Kunoichi-DPO-7B
MexIvanov/zephyr-python-ru-merged
IlyaGus... | 2024-02-01T22:48:32 | https://www.reddit.com/r/LocalLLaMA/comments/1ago2wq/russian_llm_siliconmasha7b/ | Substantial-Club-582 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ago2wq | true | null | t3_1ago2wq | /r/LocalLLaMA/comments/1ago2wq/russian_llm_siliconmasha7b/ | false | false | self | 18 | {'enabled': False, 'images': [{'id': 'Z55lDPW0Zno_RD831mjyHn7CxL2xHsjJX8hNuKnyFnI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/6XdwsQv4gTsxvvi61e4y8_46iwknZmxfSq_talhpVio.jpg?width=108&crop=smart&auto=webp&s=2eb4e4283e5da3c418d51754d82994b2105d63e4', 'width': 108}, {'height': 116, 'url': 'h... |
Introducing LoRAX v0.7: Mixture of LoRAs (linear, TIES, DARE) per request | 46 | [https://github.com/predibase/lorax/releases/tag/v0.7.0](https://github.com/predibase/lorax/releases/tag/v0.7.0)
Hey everyone!
As a regular lurker, sometimes commenter here, I know that the idea of training specialized LoRAs and mixing them together a bit like a post-training MoE comes up from time to time.
As s... | 2024-02-01T22:37:36 | https://www.reddit.com/r/LocalLLaMA/comments/1agntgh/introducing_lorax_v07_mixture_of_loras_linear/ | SiliconSynapsed | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agntgh | false | null | t3_1agntgh | /r/LocalLLaMA/comments/1agntgh/introducing_lorax_v07_mixture_of_loras_linear/ | false | false | self | 46 | {'enabled': False, 'images': [{'id': 'vjqNUbWetJb9mt5iXMhoM_yvyA-4cuTXWFgyodBaFYI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/duVfcY0Bc_L32yGwchHkWOAmK0O0j60fXFtPTugRT8k.jpg?width=108&crop=smart&auto=webp&s=930c722ae9bf1a8748be75bc3a0265e11b712402', 'width': 108}, {'height': 108, 'url': 'h... |
Help with cmake on llama.cpp | 1 | [removed] | 2024-02-01T21:38:08 | https://www.reddit.com/r/LocalLLaMA/comments/1agme95/help_with_cmake_on_llamacpp/ | ChildOf7Sins | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agme95 | false | null | t3_1agme95 | /r/LocalLLaMA/comments/1agme95/help_with_cmake_on_llamacpp/ | false | false | self | 1 | null |
MoE-LLaVA: Mixture of Experts for Large Vision-Language Models - Peking University 2024 - MoE-LLaVA-3B demonstrates performance comparable to the LLaVA-1.5-7B ! | 101 | Paper: [https://arxiv.org/abs/2401.15947v1](https://arxiv.org/abs/2401.15947v1)
Github: [https://github.com/PKU-YuanGroup/MoE-LLaVA](https://github.com/PKU-YuanGroup/MoE-LLaVA)
Abstract:
>For **Large Vision-Language Models (LVLMs)**, scaling the model can effectively improve performance. However, expanding model p... | 2024-02-01T21:36:39 | https://www.reddit.com/r/LocalLLaMA/comments/1agmd0t/moellava_mixture_of_experts_for_large/ | Singularian2501 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agmd0t | false | null | t3_1agmd0t | /r/LocalLLaMA/comments/1agmd0t/moellava_mixture_of_experts_for_large/ | false | false | 101 | null | |
KVQuant: Towards 10 Million Context Length (for LLaMA and Mistral) | 57 |
📌 The existing problem - LLMs are seeing growing use for applications such as document analysis and summarization which require large context windows, and with these large context windows KV cache activations surface as the dominant contributor to memory consumption during inference. Quantization is a promising appro... | 2024-02-01T21:24:30 | https://www.reddit.com/r/LocalLLaMA/comments/1agm2u8/kvquant_towards_10_million_context_length_for/ | CedricLimousin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agm2u8 | false | null | t3_1agm2u8 | /r/LocalLLaMA/comments/1agm2u8/kvquant_towards_10_million_context_length_for/ | false | false | self | 57 | {'enabled': False, 'images': [{'id': 'pSG-YT1-TF1HTxEQOiuE1sdZD1pk3i1PmxFMSo34IrY', 'resolutions': [{'height': 46, 'url': 'https://external-preview.redd.it/f5OyMvzgvKJrRgTzgS2191KxqysmosPo8D8jMohtZoQ.jpg?width=108&crop=smart&auto=webp&s=689c48320b9bb749a0df4020375bcdf613160bbd', 'width': 108}], 'source': {'height': 60,... |
Pdf to Q and A | 2 | I need to convert a larg pdf file to Q and A or a quiz like form locally
I tried both gpt4all and privategpt , didn't get good results (using dolphine mixtral , Mistral , phi2 , llama)
I found a model named "pdf to quiz " on hugging face , but couldn't find any documentation or guide to use it
If anyone tried a ... | 2024-02-01T21:07:45 | https://www.reddit.com/r/LocalLLaMA/comments/1agloq0/pdf_to_q_and_a/ | drhafezzz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agloq0 | false | null | t3_1agloq0 | /r/LocalLLaMA/comments/1agloq0/pdf_to_q_and_a/ | false | false | self | 2 | null |
Claude instant | 1 | [removed] | 2024-02-01T20:42:34 | https://www.reddit.com/r/LocalLLaMA/comments/1agl2yo/claude_instant/ | Creative_Bottle_3225 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agl2yo | false | null | t3_1agl2yo | /r/LocalLLaMA/comments/1agl2yo/claude_instant/ | false | false | self | 1 | null |
Is my understanding of Lora correct? | 33 | When training a Lora or QLora, we take the full matrix of the original.
\+---+---+---+
| 1 | 2 | 3 |
\+---+---+---+
| 2 | 4 | 6 |
\+---+---+---+
| 3 | 6 | 9 |
\+---+---+---+
which gets decomposed to something like
\+---+
| x |
\+---+
| y |
\+---+
| z |
\+---+
X
\+---+---+---+
| u | v | w |
\+---+---... | 2024-02-01T20:02:58 | https://www.reddit.com/r/LocalLLaMA/comments/1agk4l4/is_my_understanding_of_lora_correct/ | Primary_Importance_7 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agk4l4 | false | null | t3_1agk4l4 | /r/LocalLLaMA/comments/1agk4l4/is_my_understanding_of_lora_correct/ | false | false | self | 33 | null |
Mixtral settings on 8gb Vram + 32 gb Ram? | 4 | I have a laptop with an rtx 2080 which has 8gb of vram and 32 gb of system memory, I cannot seem to get mixtral to work, what's the recommended way of getting it to work? Also would I be able to get a decent speed? | 2024-02-01T19:50:17 | https://www.reddit.com/r/LocalLLaMA/comments/1agjtj2/mixtral_settings_on_8gb_vram_32_gb_ram/ | rookiewtf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agjtj2 | false | null | t3_1agjtj2 | /r/LocalLLaMA/comments/1agjtj2/mixtral_settings_on_8gb_vram_32_gb_ram/ | false | false | self | 4 | null |
I'm not impressed with Miqu 70B. Those of you who are: why? | 1 | [removed] | 2024-02-01T19:38:05 | https://www.reddit.com/r/LocalLLaMA/comments/1agjj8a/im_not_impressed_with_miqu_70b_those_of_you_who/ | Arcturus17 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agjj8a | false | null | t3_1agjj8a | /r/LocalLLaMA/comments/1agjj8a/im_not_impressed_with_miqu_70b_those_of_you_who/ | false | false | self | 1 | null |
LocalChat: Run generative AI locally with zero-config | 19 | Hello everyone!
I discovered this community a few months ago, and I am absolutely impressed by the work you all do and how quickly you find and publicize good, new models here on the subreddit. I've been able to take advantage of your knowledge many times during this time.
Today, I want to do some self-promotion, spe... | 2024-02-01T19:33:30 | https://www.reddit.com/r/LocalLLaMA/comments/1agjfbj/localchat_run_generative_ai_locally_with/ | nathan_lesage | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agjfbj | false | null | t3_1agjfbj | /r/LocalLLaMA/comments/1agjfbj/localchat_run_generative_ai_locally_with/ | false | false | self | 19 | {'enabled': False, 'images': [{'id': 'kbryJ2pfURRuXuC7J17xqeeealUfaEqFDFO-NOEBAa0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/GUhmHtkwkXsrMQFNfyFjhaiFpRSNbSByIHy8ewiWYKM.jpg?width=108&crop=smart&auto=webp&s=909ed794f604aa1ad155a680bc79303fe05214e4', 'width': 108}, {'height': 108, 'url': 'h... |
Those who subscribe to Mistral to chat with it- what client are you using? | 24 | So after the whole Miqu thing, I decided to toss some support towards mistral by subbing... but I didn't quite find what I expected. I kind of figured it would be like ChatGPT where there was a web chat client and then separate APIs, but it looks like Mistral is 100% API.
I don't really have any dev plans to use Mistr... | 2024-02-01T19:30:09 | https://www.reddit.com/r/LocalLLaMA/comments/1agjcdy/those_who_subscribe_to_mistral_to_chat_with_it/ | SomeOddCodeGuy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agjcdy | false | null | t3_1agjcdy | /r/LocalLLaMA/comments/1agjcdy/those_who_subscribe_to_mistral_to_chat_with_it/ | false | false | self | 24 | null |
Use case examples for chat vs. instruct | 1 | [removed] | 2024-02-01T19:20:19 | https://www.reddit.com/r/LocalLLaMA/comments/1agj40a/use_case_examples_for_chat_vs_instruct/ | forgot_my_pass404 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agj40a | false | null | t3_1agj40a | /r/LocalLLaMA/comments/1agj40a/use_case_examples_for_chat_vs_instruct/ | false | false | self | 1 | null |
MLX vs Llama.cpp | 1 | [removed] | 2024-02-01T19:01:20 | https://www.reddit.com/r/LocalLLaMA/comments/1aginef/mlx_vs_llamacpp/ | Drummer_Week_9727 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aginef | false | null | t3_1aginef | /r/LocalLLaMA/comments/1aginef/mlx_vs_llamacpp/ | false | false | self | 1 | null |
AMD multi GPU? Different GPUs | 1 | I currently have one 6700xt 12GB. (and 9700k + 32GB RAM)
I am considering an upgrade.
I can get:
A. 6900xt 16GB price $260 (multi gpu with 6700xt) + PSU upgrade $120
B. 3090 24GB price $520 (single gpu) + PSU upgrade $120
The question is, how much performance am I losing by going with A compared to B?
The perfo... | 2024-02-01T18:59:11 | https://www.reddit.com/r/LocalLLaMA/comments/1agilb7/amd_multi_gpu_different_gpus/ | myary | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agilb7 | false | null | t3_1agilb7 | /r/LocalLLaMA/comments/1agilb7/amd_multi_gpu_different_gpus/ | false | false | self | 1 | null |
Koboldcpp/Llamacpp works on the open source NVK (Nvidia) driver (Latest mesa-git) | 6 | With the release of the Vulkan support for Llamacpp I had a big curiosity, can we now run LLM's without Nvidia's proprietary driver on an Nvidia GPU? The NVK developers have been hard at work contributing a new open source Vulkan driver to Mesa and their current mesa-git release indicates Vulkan 1.3 so in theory it cou... | 2024-02-01T18:41:19 | https://www.reddit.com/r/LocalLLaMA/comments/1agi5vo/koboldcppllamacpp_works_on_the_open_source_nvk/ | henk717 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agi5vo | false | null | t3_1agi5vo | /r/LocalLLaMA/comments/1agi5vo/koboldcppllamacpp_works_on_the_open_source_nvk/ | false | false | self | 6 | null |
Anyone here that can help me setting it up? I am getting ERROR 403. | 1 | Anyone here that can help me setting it up? I am getting ERROR 403. | 2024-02-01T18:37:11 | https://www.reddit.com/r/LocalLLaMA/comments/1agi288/anyone_here_that_can_help_me_setting_it_up_i_am/ | Hades363636 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agi288 | false | null | t3_1agi288 | /r/LocalLLaMA/comments/1agi288/anyone_here_that_can_help_me_setting_it_up_i_am/ | false | false | self | 1 | null |
Are there organizations or collectives or whatever for local LLMs? | 1 | [removed] | 2024-02-01T18:27:19 | https://www.reddit.com/r/LocalLLaMA/comments/1aghtsa/are_there_organizations_or_collectives_or/ | hmmqzaz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aghtsa | false | null | t3_1aghtsa | /r/LocalLLaMA/comments/1aghtsa/are_there_organizations_or_collectives_or/ | false | false | self | 1 | null |
Serverless Awesome Prompt Experimental Tool | 16 | Guys sharing this serverless web app where you can select all the prompts available on https://github.com/f/awesome-chatgpt-prompts
This is created using stlite python. It’s simple html file where you have all the prompts already attached as button. You need to add your chatgpt api key to play with prompts.
Purpose ... | 2024-02-01T17:52:16 | dreamai87 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1aggzwe | false | null | t3_1aggzwe | /r/LocalLLaMA/comments/1aggzwe/serverless_awesome_prompt_experimental_tool/ | false | false | 16 | {'enabled': True, 'images': [{'id': '3vlNeYyZGOkpfo8uI-Sh43zslt2-X9OT-5ePh5Cu364', 'resolutions': [{'height': 62, 'url': 'https://preview.redd.it/9tx4upv8i0gc1.jpeg?width=108&crop=smart&auto=webp&s=42ffbaa48cdc018a1b19c966582555f560bc5863', 'width': 108}, {'height': 124, 'url': 'https://preview.redd.it/9tx4upv8i0gc1.jp... | ||
What are the good companion apps out there? | 1 | [removed] | 2024-02-01T17:25:49 | https://www.reddit.com/r/LocalLLaMA/comments/1aggd82/what_are_the_good_companion_apps_out_there/ | Juicy_Bacon007 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aggd82 | false | null | t3_1aggd82 | /r/LocalLLaMA/comments/1aggd82/what_are_the_good_companion_apps_out_there/ | false | false | self | 1 | null |
Any uncensored models that work? | 21 | Trying to find an uncensored model to use in LM Studio or anything else really to get away from the god-awful censoring were seeing in mainstream models. | 2024-02-01T17:19:56 | https://www.reddit.com/r/LocalLLaMA/comments/1agg820/any_uncensored_models_that_work/ | Proud-Commission-984 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agg820 | false | null | t3_1agg820 | /r/LocalLLaMA/comments/1agg820/any_uncensored_models_that_work/ | false | false | self | 21 | null |
Langchain agents with LM studio | 1 | I have build Openai based chatbot that uses Langchain agents - wiki, dolphin, etc.
I am trying to switch to Open source LLM for this chatbot, has anyone used Langchain with LM studio? I was facing some issues using open source LLM from LM Studio for this task.
Questions:
Q1. Has anyone successfully used LM Studio w... | 2024-02-01T16:50:20 | https://www.reddit.com/r/LocalLLaMA/comments/1agfi5k/langchain_agents_with_lm_studio/ | AI_ML_preneur | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agfi5k | false | null | t3_1agfi5k | /r/LocalLLaMA/comments/1agfi5k/langchain_agents_with_lm_studio/ | false | false | self | 1 | null |
Is there program that takes a LLM+text and outputs the least likely words? | 2 | In so far as i understand LLM's like LLaMa they lookup a list of all words and take (one of the) 'best' match to output in a loop.
It seems to me you could reverse this idea. Take "A sequence of words durp" and then lookup the probability that
- "A" => sequence 0.1
- "A sequence" => of 0.2
- "A sequence of" => wo... | 2024-02-01T16:36:07 | https://www.reddit.com/r/LocalLLaMA/comments/1agf5tn/is_there_program_that_takes_a_llmtext_and_outputs/ | throwaway490215 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agf5tn | false | null | t3_1agf5tn | /r/LocalLLaMA/comments/1agf5tn/is_there_program_that_takes_a_llmtext_and_outputs/ | false | false | self | 2 | null |
Use self-hosted Code Llama 70B as a copilot alternative in VSCode | 41 | SkyPilot released a new guide for deploying and scaling a Code Llama 70B privately, and the way to connect the endpoint with API, Chat, or VSCode.
[https://github.com/skypilot-org/skypilot/tree/master/llm/codellama](https://github.com/skypilot-org/skypilot/tree/master/llm/codellama)
​ | 2024-02-01T16:19:48 | https://www.reddit.com/r/LocalLLaMA/comments/1agerx0/use_selfhosted_code_llama_70b_as_a_copilot/ | Michaelvll | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agerx0 | false | null | t3_1agerx0 | /r/LocalLLaMA/comments/1agerx0/use_selfhosted_code_llama_70b_as_a_copilot/ | false | false | self | 41 | {'enabled': False, 'images': [{'id': 'hGZnfGhNsY9TnrWI2XZgr6zH3olUZDDLtszG7ZCwkdU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/wuk4oUIova3Q5HPo_XdI0kZvM8pw2UwUe34MyNnDr8s.jpg?width=108&crop=smart&auto=webp&s=95cac7e67a1c84224451dfb811c0f8280760b14f', 'width': 108}, {'height': 108, 'url': 'h... |
Anyone who has worked with using LLMs for creating recommendation engines | 1 | I have tried the following:
1. Convert entire text to vector embeddings, store the embeddings in a vector store and retrieving top matches based on cosine similarity (the field im targeting is kind of very niche so not able to find a good embeddings model) ( fine tuning is not possible as new segments keep emerging in... | 2024-02-01T16:16:32 | https://www.reddit.com/r/LocalLLaMA/comments/1agep5f/anyone_who_has_worked_with_using_llms_for/ | mayiSLYTHERINyourbed | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agep5f | false | null | t3_1agep5f | /r/LocalLLaMA/comments/1agep5f/anyone_who_has_worked_with_using_llms_for/ | false | false | self | 1 | null |
Medical fine tuned local models? | 5 | I’m doing a task that requires basically classifying whether a disease is present in clinical notes. The tricky thing is that I need to handle different subcategories of disease on a main disease category (eg I want mentions of arrhythmia, Afib, pVCs to fall under “cardiovascular disease”) and I think that I’ll need a ... | 2024-02-01T16:13:15 | https://www.reddit.com/r/LocalLLaMA/comments/1agemaw/medical_fine_tuned_local_models/ | johnathanjones1998 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agemaw | false | null | t3_1agemaw | /r/LocalLLaMA/comments/1agemaw/medical_fine_tuned_local_models/ | false | false | self | 5 | null |
Pass coordinate in LLAVA-1.5 | 1 | Hi,
I am using LLAVA-1.5 for my project. I am trying to pass a bounding box coordinate to the model. I found out in the paper that the coordinate is normalised when i normalised the coordinates via following method i am getting incorrect coordinate which the model was expecting. I verified that by giving a prompt to ... | 2024-02-01T16:01:32 | https://www.reddit.com/r/LocalLLaMA/comments/1ageccr/pass_coordinate_in_llava15/ | indranil_ganguly | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ageccr | false | null | t3_1ageccr | /r/LocalLLaMA/comments/1ageccr/pass_coordinate_in_llava15/ | false | false | self | 1 | null |
What are some recommendations of models for recognition of questions within text | 1 | As the title states:
\- I am currently tasked with discovering questions/tasks within a text.
\- The questions do not necessarily end with a "?" or ":".
\- The text can be erratic and not formatted.
I have done a decent amount of research, but due to my lack of knowledge and being a beginner in anything regard... | 2024-02-01T15:45:52 | https://www.reddit.com/r/LocalLLaMA/comments/1agdz9d/what_are_some_recommendations_of_models_for/ | IudexWaxLyrical | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agdz9d | false | null | t3_1agdz9d | /r/LocalLLaMA/comments/1agdz9d/what_are_some_recommendations_of_models_for/ | false | false | self | 1 | null |
The maker of Goliath-120b made Miquella-120b, with miqu | 140 | 2024-02-01T15:13:26 | https://huggingface.co/alpindale/miquella-120b-gguf | bobby-chan | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1agd8yo | false | null | t3_1agd8yo | /r/LocalLLaMA/comments/1agd8yo/the_maker_of_goliath120b_made_miquella120b_with/ | false | false | 140 | {'enabled': False, 'images': [{'id': 'PW3O9w2RD9PdHX81jOSerajTCCzHg4Oxrzn3uAiVy7E', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/2pOq7X4LENPtwkcnGuZJEMhCsse3mz6fV3anDOkIzSc.jpg?width=108&crop=smart&auto=webp&s=2dba061f88f1c40ebd29066d2685b5bf737994ad', 'width': 108}, {'height': 116, 'url': 'h... | ||
OLMo: Open Language Model | 77 | 2024-02-01T15:11:09 | https://blog.allenai.org/olmo-open-language-model-87ccfc95f580 | Kryohi | blog.allenai.org | 1970-01-01T00:00:00 | 0 | {} | 1agd78d | false | null | t3_1agd78d | /r/LocalLLaMA/comments/1agd78d/olmo_open_language_model/ | false | false | 77 | {'enabled': False, 'images': [{'id': '20u71cVfUJQXzP69P8KEaEcHvEkiheSzMmfvQNM4s4I', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/T5a9wC1Y9MCw9K6BjbiWqBivRzop_xDs9tl2rdR-_sA.jpg?width=108&crop=smart&auto=webp&s=15a2b9aae23b3a60f02d74a658d21da0abcd7d39', 'width': 108}, {'height': 121, 'url': 'h... | ||
Is there a simple python RVC implementation, or anything similar? | 7 | I'm working on TTS problems and while there are semi-decent Python TTS libraries out there (I'd rather not pay for Eleventhlabs and API latency could be problematic for my end goal anyway), the overall conclusion seems to be that what one does is a TTS + RVC audio-to-audio to improve quality while consuming relatively ... | 2024-02-01T14:44:28 | https://www.reddit.com/r/LocalLLaMA/comments/1agclub/is_there_a_simple_python_rvc_implementation_or/ | AmericanNewt8 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agclub | false | null | t3_1agclub | /r/LocalLLaMA/comments/1agclub/is_there_a_simple_python_rvc_implementation_or/ | false | false | self | 7 | null |
How is codellama 70B for you guys? | 85 | I have noticed some patterns while testing out Codellama 70B, hopefully others can share their experience with the model as well:
\- It loves emojis ✨ 👍 🤔
\- It has the ability to parrot code from its training data very very easily, most prompts I tried.. the model would hallucinate training code and go off on a ... | 2024-02-01T14:41:29 | https://www.reddit.com/r/LocalLLaMA/comments/1agcji6/how_is_codellama_70b_for_you_guys/ | ragingWater_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agcji6 | false | null | t3_1agcji6 | /r/LocalLLaMA/comments/1agcji6/how_is_codellama_70b_for_you_guys/ | false | false | self | 85 | {'enabled': False, 'images': [{'id': 'KEKqZLXaDuojO8066WvfNm2knPNQpREJOqDRQbP0jOE', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/qjk8U15PVqk_QNAR85GDkE6bEzmE2vOAbbKeJark_ng.jpg?width=108&crop=smart&auto=webp&s=c4356a09ff651d99050d2e2f7c625136bd5cc50d', 'width': 108}, {'height': 113, 'url': 'h... |
Machine Config, 70B Deployment, A6000/5K/4K | 1 | Hello LocalLLaMA,
Can anyone help me understand if running two GPUs essentially provides a "pool" of memory? For example, running two video cards with 32G memory each provides an estimated "pool" of 64G accessible to the LLM. Is the requirement that they are bridged, maybe?
​
Second question. Is there a favor... | 2024-02-01T14:00:04 | https://www.reddit.com/r/LocalLLaMA/comments/1agbmkq/machine_config_70b_deployment_a60005k4k/ | oz6024u | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agbmkq | false | null | t3_1agbmkq | /r/LocalLLaMA/comments/1agbmkq/machine_config_70b_deployment_a60005k4k/ | false | false | self | 1 | null |
GPU Requirements for LLMs | 149 | I'm seeking some hardware wisdom for working with LLMs while considering GPUs for both training, fine-tuning and inference tasks. With dense models and intriguing architectures like MoE gaining traction, selecting the right GPU is a nuanced challenge.
First off, we have the vRAM bottleneck. An insightful illustration ... | 2024-02-01T13:50:15 | pathfinder6709 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1agbf5s | false | null | t3_1agbf5s | /r/LocalLLaMA/comments/1agbf5s/gpu_requirements_for_llms/ | false | false | 149 | {'enabled': True, 'images': [{'id': 'e7BfPJhxDy_be8sClagglWPYPHHQOckZ9e73706N2Ec', 'resolutions': [{'height': 102, 'url': 'https://preview.redd.it/6zmrh1h2bzfc1.jpeg?width=108&crop=smart&auto=webp&s=3ff92844fe95b7afeef013862d028632072ea0b7', 'width': 108}, {'height': 205, 'url': 'https://preview.redd.it/6zmrh1h2bzfc1.j... | ||
Working group 'BooBot' | 5 | \[\[ Boilerplate warning: I have no idea what I am doing \]\]
I am in no rush, but lets say I wanted to train a LLM to tell really really good scary/horror-able stories, Would I just train it on material that are identified as have caused fear? I feed it good labeled examples, etc.
Fear/ghost stories, above bein... | 2024-02-01T13:23:29 | https://www.reddit.com/r/LocalLLaMA/comments/1agaw7r/working_group_boobot/ | Intrepid-Sir8293 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agaw7r | false | null | t3_1agaw7r | /r/LocalLLaMA/comments/1agaw7r/working_group_boobot/ | false | false | self | 5 | null |
Have a question about serving a model in production for data extraction, via completions endpoint, while having the LLM respond in JSON format. What's with the false positives? Anyone have any tips? | 1 | I'm using exllamav2 (but have had similar results in vLLM), and a quantized Mixtral 8x7B (@3.5bpw average), running on a 24GB of VRAM.
I have a rich, large dataset of web scraped text. For each item, the LLM is tasked with determining whether or not the text contains an example of, let's call it, `subject matter X`. I... | 2024-02-01T13:09:34 | https://www.reddit.com/r/LocalLLaMA/comments/1agamhu/have_a_question_about_serving_a_model_in/ | False_Pay_4009 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agamhu | false | null | t3_1agamhu | /r/LocalLLaMA/comments/1agamhu/have_a_question_about_serving_a_model_in/ | false | false | self | 1 | null |
Beginner question about prompt formats for chat completions | 4 | I'm trying to use the llama-cpp server to run my llm model. I understand we need to use the prompt formats ( chatml, vicuna etc) when we call the completions API. But my question is how do I use the prompt formatting while calling the chat.completions api i.e. while running it in chat mode. Is it necessary ? If not ho... | 2024-02-01T12:45:37 | https://www.reddit.com/r/LocalLLaMA/comments/1aga678/beginner_question_about_prompt_formats_for_chat/ | 1_archit_1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aga678 | false | null | t3_1aga678 | /r/LocalLLaMA/comments/1aga678/beginner_question_about_prompt_formats_for_chat/ | false | false | self | 4 | null |
I Tested LLaVA 1.6 - Claims to Beat Gemini, But Mixes Up Margot Robbie & Emma Mackey! | 1 | [removed] | 2024-02-01T12:44:07 | https://www.reddit.com/r/LocalLLaMA/comments/1aga584/i_tested_llava_16_claims_to_beat_gemini_but_mixes/ | nerdynavblogs | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aga584 | false | null | t3_1aga584 | /r/LocalLLaMA/comments/1aga584/i_tested_llava_16_claims_to_beat_gemini_but_mixes/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'u8DYnc7h0O77sV_v3jyDqJRluxOhX0W-m2Cq6Vi8ddk', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/1wnEOr6la2GvMmQtfDzjKzluNXW0H7SecUomtZvsKxU.jpg?width=108&crop=smart&auto=webp&s=df820219e6f82811a168eea564e62cb55f32b4b8', 'width': 108}, {'height': 162, 'url': 'h... |
How to converse with historic figures locally | 1 | I just came across these custom ChatGPT characters built by Martin Puchner and I was wondering what I'd need to get this to work offline.
https://www.martinpuchner.com/custom-gpts-and-online-education.html
My main reasons being I don't want OpenAI to be privy to my conversations, but also because I enjoy the technica... | 2024-02-01T12:25:13 | https://www.reddit.com/r/LocalLLaMA/comments/1ag9sy1/how_to_converse_with_historic_figures_locally/ | RastaBambi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ag9sy1 | false | null | t3_1ag9sy1 | /r/LocalLLaMA/comments/1ag9sy1/how_to_converse_with_historic_figures_locally/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 't6vS1FrK1-oU3k_yJvnoOK76k2BxzRfkRlU3pKKU1sQ', 'resolutions': [{'height': 92, 'url': 'https://external-preview.redd.it/cQnfsRbda4knyyPWZInh1DkMip4USMWG0UieeIBrmLE.jpg?width=108&crop=smart&auto=webp&s=708dbe4b6dbe23853852a9ef1cff64de8da32b13', 'width': 108}, {'height': 185, 'url': 'h... |
Best settings for Mixtral on 16 GB VRAM / 64 GB RAM | 17 | I've been trying out many models lately.
Mixtral Instruct is the only model that was able to impress me. Mostly knowledge wise. The 7B and 13B models seem like smart talkers with little real knowledge behind the facade.
I'm running LM Studio and textgenwebui.
Setup: 13700k + 64 GB RAM + RTX 4060 Ti 16 GB VRAM
Whic... | 2024-02-01T12:22:50 | https://www.reddit.com/r/LocalLLaMA/comments/1ag9rgq/best_settings_for_mixtral_on_16_gb_vram_64_gb_ram/ | j4da | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ag9rgq | false | null | t3_1ag9rgq | /r/LocalLLaMA/comments/1ag9rgq/best_settings_for_mixtral_on_16_gb_vram_64_gb_ram/ | false | false | self | 17 | null |
Is anyone inferencing on something like an Intel nuc, barebone or similar formfactor? | 5 | I'm thinking about getting a new homeserver, anyone got inference with a reasonable speed(7b parameter model or bigger) on a small device? I've seen mini pcs with ssd, i7 and 16gb dual channel ram. Is that enough though without a proper graphics card? | 2024-02-01T12:07:26 | https://www.reddit.com/r/LocalLLaMA/comments/1ag9hqi/is_anyone_inferencing_on_something_like_an_intel/ | Frequent_Valuable_47 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ag9hqi | false | null | t3_1ag9hqi | /r/LocalLLaMA/comments/1ag9hqi/is_anyone_inferencing_on_something_like_an_intel/ | false | false | self | 5 | null |
Mixtral_8x7b running slow in my server | 1 | I tried to run Mixtral\_8x7b on AWS sagemaker 192 GB GPU and the instance name is ml.g5.48.xlagre.
but it's still running slow.
132 seconds for 200 tokens.
you can see the code in the screenshot.
https://preview.redd.it/k2mfx0c9myfc1.png?width=783&format=png&auto=webp&s=bea536a43db1e36a7061fd41109bb8a25570a4c7 | 2024-02-01T11:31:31 | https://www.reddit.com/r/LocalLLaMA/comments/1ag8why/mixtral_8x7b_running_slow_in_my_server/ | FlowKey1098 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ag8why | false | null | t3_1ag8why | /r/LocalLLaMA/comments/1ag8why/mixtral_8x7b_running_slow_in_my_server/ | false | false | 1 | null | |
mistral 8x7b running slow on my server | 1 | I tried to run Mixtral\_8x7b on AWS sagemaker 192 GB GPU and the instance name is ml.g5.48.xlagre.
but it's still running slow.
132 seconds for 200 tokens.
you can see the code in the screenshot.
| 2024-02-01T11:20:48 | https://www.reddit.com/r/LocalLLaMA/comments/1ag8qp5/mistral_8x7b_running_slow_on_my_server/ | FlowKey1098 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ag8qp5 | false | null | t3_1ag8qp5 | /r/LocalLLaMA/comments/1ag8qp5/mistral_8x7b_running_slow_on_my_server/ | false | false | self | 1 | null |
Motherboard suggestions please? | 1 | Hello everyone! Long-time lurker here. Could I please get some suggestions on what motherboard to purchase? I'm open to both new and used options, preferably at a lower cost. I have 4 Powercolor 6700XTs left over from crypto mining, and I would like to use them on Ubuntu with ROCm and try run some bigger model's. I'm ... | 2024-02-01T11:13:53 | https://www.reddit.com/r/LocalLLaMA/comments/1ag8mwm/motherboard_suggestions_please/ | throwaway8984752 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ag8mwm | false | null | t3_1ag8mwm | /r/LocalLLaMA/comments/1ag8mwm/motherboard_suggestions_please/ | false | false | self | 1 | null |
what works best for creating code completion assistant using RAG over Codebase. | 5 | I am trying to create an assistant for code completion on private codebase.
i am finding difficult to get correct context from regular embeddings.
is there better way to embed, index and retrieve code efficiently from codebase? | 2024-02-01T11:11:42 | https://www.reddit.com/r/LocalLLaMA/comments/1ag8lr5/what_works_best_for_creating_code_completion/ | Striking_Paper5259 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ag8lr5 | false | null | t3_1ag8lr5 | /r/LocalLLaMA/comments/1ag8lr5/what_works_best_for_creating_code_completion/ | false | false | self | 5 | null |
How to finetune a llama2 model on text data? | 5 | I want to Know how to finetune a llama2 model on a text dataset. The dataset is some raw text files which I want the model to train with, However most of the available approaches use a prompt answer approach which I am unable to do with my dataset. Can anyone suggest me an approach or share me an available code that ca... | 2024-02-01T09:50:45 | https://www.reddit.com/r/LocalLLaMA/comments/1ag7fnh/how_to_finetune_a_llama2_model_on_text_data/ | PomegranateCute843 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ag7fnh | false | null | t3_1ag7fnh | /r/LocalLLaMA/comments/1ag7fnh/how_to_finetune_a_llama2_model_on_text_data/ | false | false | self | 5 | null |
Local LLM Specifications | 1 | Can anyone recommend hardware specifications for a running local LLMs on a consumer grade PC? Budget < $2.5k It would need to run the latest models such as CodeLlama-70b and hopefully rival ChatGPT 4 or get as close as possible and be as future proof as possible. Are there any off the shelf PCs for this? It seems the ... | 2024-02-01T09:45:06 | https://www.reddit.com/r/LocalLLaMA/comments/1ag7cx0/local_llm_specifications/ | mobileappz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ag7cx0 | false | null | t3_1ag7cx0 | /r/LocalLLaMA/comments/1ag7cx0/local_llm_specifications/ | false | false | self | 1 | null |
Request for resources: serving/hosting a local LLM for business cases | 6 | Hey guys! Looking to expand my knowledge here..
Let's say I have a business case for a chatbot using a local LLM that I fine-tuned which also connects to a vector database, let's say chrimaDB, let's take a 70B model as example.
Where would you host it, how would you interact with it (custom API in python or something... | 2024-02-01T07:42:35 | https://www.reddit.com/r/LocalLLaMA/comments/1ag5n2c/request_for_resources_servinghosting_a_local_llm/ | HerpyTheDerpyDude | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ag5n2c | false | null | t3_1ag5n2c | /r/LocalLLaMA/comments/1ag5n2c/request_for_resources_servinghosting_a_local_llm/ | false | false | self | 6 | null |
Language specific pretraining of Mistral 7b using LoRA | 11 | I am currently working on the continual pretraining of Mistral 7b using LoRA for multiple languages like Vietnamese, Hindi, Tamil, Bengali and Filipino. Would it be advisable to train separate LoRA weights for each language and then merge these individual language-specific LoRA weights with the original pretrained weig... | 2024-02-01T06:47:02 | https://www.reddit.com/r/LocalLLaMA/comments/1ag4tsy/language_specific_pretraining_of_mistral_7b_using/ | LordOfThe_Idiots | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ag4tsy | false | null | t3_1ag4tsy | /r/LocalLLaMA/comments/1ag4tsy/language_specific_pretraining_of_mistral_7b_using/ | false | false | self | 11 | null |
Adding memories / teaching an LLM one Q&A at a time? | 1 | My video game always gets updated with new features.
I want to be able to add a memory to my local LLM by typing something like this:
Q: How do I get X? A: You have to do Y to get X.
My game server is in Node.js. While I am not in the game, the LLM would detect if there's a question in the game chat and answers it... | 2024-02-01T05:32:47 | https://www.reddit.com/r/LocalLLaMA/comments/1ag3m05/adding_memories_teaching_an_llm_one_qa_at_a_time/ | GravyPoo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ag3m05 | false | null | t3_1ag3m05 | /r/LocalLLaMA/comments/1ag3m05/adding_memories_teaching_an_llm_one_qa_at_a_time/ | false | false | self | 1 | null |
Misteral 7b or Phi 2 for 6gb VRam | 4 | Hello, its first time i want to install a LLM loacally on my RTX3050 with 6GB VRam.
phi2 is released by microsot and used textbook level data for accuracy, mixteral 7b on the other hand is as i know better for opensource porpuses(finetuning,...).
how you compare these two? is there any difference between their accura... | 2024-02-01T05:11:17 | https://www.reddit.com/r/LocalLLaMA/comments/1ag3855/misteral_7b_or_phi_2_for_6gb_vram/ | ImportantOwl2939 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ag3855 | false | null | t3_1ag3855 | /r/LocalLLaMA/comments/1ag3855/misteral_7b_or_phi_2_for_6gb_vram/ | false | false | self | 4 | null |
Language specific pretraining using LoRA | 3 | I am currently working on the continual pretraining of Mistral 7b using LoRA for multiple languages like Vietnamese, Hindi, Tamil, Bengali and Filipino. Would it be advisable to train separate LoRA weights for each language and then merge these individual language-specific LoRA weights with the original pretrained weig... | 2024-02-01T03:55:10 | https://www.reddit.com/r/LocalLLaMA/comments/1ag1sl9/language_specific_pretraining_using_lora/ | LordOfThe_Idiots | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ag1sl9 | false | null | t3_1ag1sl9 | /r/LocalLLaMA/comments/1ag1sl9/language_specific_pretraining_using_lora/ | false | false | self | 3 | null |
Language specific pretraining using LoRA | 1 | I am currently working on the continual pretraining of Mistral 7b using LoRA for multiple languages like Vietnamese, Indonesian, and Filipino. Would it be advisable to train separate LoRA weights for each language and then merge these individual language-specific LoRA weights with the original pretrained weights? The o... | 2024-02-01T03:53:14 | https://www.reddit.com/r/LocalLLaMA/comments/1ag1rar/language_specific_pretraining_using_lora/ | LordOfThe_Idiots | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ag1rar | false | null | t3_1ag1rar | /r/LocalLLaMA/comments/1ag1rar/language_specific_pretraining_using_lora/ | false | false | self | 1 | null |
Shit hardware and shoestring budgets | 88 | Let's hear it for everyone making LLMs work without a lot to work with!
I got a "top of the line" 14 inch laptop with 6gb vram. It basically runs nothing but 7b models quantized.
What are you working with? What are you hoping to see with LLMs? I love this enthusiast community and I think things are going to get crazy... | 2024-02-01T03:46:45 | https://www.reddit.com/r/LocalLLaMA/comments/1ag1mta/shit_hardware_and_shoestring_budgets/ | AndrewVeee | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ag1mta | false | null | t3_1ag1mta | /r/LocalLLaMA/comments/1ag1mta/shit_hardware_and_shoestring_budgets/ | false | false | self | 88 | null |
Recommendations for a model that would be a good job recruiter? | 1 | [removed] | 2024-02-01T02:55:52 | https://www.reddit.com/r/LocalLLaMA/comments/1ag0m9z/recommendations_for_a_model_that_would_be_a_good/ | CincyTriGuy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ag0m9z | false | null | t3_1ag0m9z | /r/LocalLLaMA/comments/1ag0m9z/recommendations_for_a_model_that_would_be_a_good/ | false | false | self | 1 | null |
Why are NSFW LLM so much harder to find? | 1 | Ok so when it comes to NSFW Ai art it's not that hard to find a site that is willing to make it.
However when it comes to LLMs seems like it's even more censured.
I find this odd since I would think it would be the other way around were NSFW AI art image generators are hard to find but it would be easy to find NSFW L... | 2024-02-01T02:43:09 | https://www.reddit.com/r/LocalLLaMA/comments/1ag0cz9/why_are_nsfw_llm_so_much_harder_to_find/ | ryan7251 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ag0cz9 | false | null | t3_1ag0cz9 | /r/LocalLLaMA/comments/1ag0cz9/why_are_nsfw_llm_so_much_harder_to_find/ | false | false | nsfw | 1 | null |
Success with quantized 8x7B on 1070 with LM Studio? | 1 | Has anyone had success?
Thanks! | 2024-02-01T02:36:15 | https://www.reddit.com/r/LocalLLaMA/comments/1ag07v1/success_with_quantized_8x7b_on_1070_with_lm_studio/ | AmericanKamikaze | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ag07v1 | false | null | t3_1ag07v1 | /r/LocalLLaMA/comments/1ag07v1/success_with_quantized_8x7b_on_1070_with_lm_studio/ | false | false | self | 1 | null |
Power of Multi-Sized Models in MOE | 4 | In the realm of AI models, the discussion around models like "8x7b" within the MOE (Mixture of Experts) framework has sparked my curiosity as a Java Developer and Technologist. Reflecting on this, the question arises: should we explore the potential of a multi-sized model that dynamically adjusts to the intricacies of ... | 2024-02-01T01:31:45 | https://www.reddit.com/r/LocalLLaMA/comments/1afyvh2/power_of_multisized_models_in_moe/ | ThinkExtension2328 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afyvh2 | false | null | t3_1afyvh2 | /r/LocalLLaMA/comments/1afyvh2/power_of_multisized_models_in_moe/ | false | false | self | 4 | null |
Can someone explain why the time of first token generated is different within loops? | 1 | I try to test the time of first token generated by LLM using \` TextStreamer \` in transformers. But I find it was very strange. Time of first token generated by \`TextStreamer\` is very different. My code is as follows:
\`\`\`
1. for i in range(10):
2. start = time.time()
3. text = "<s>\[INST\]Write a story, about ... | 2024-02-01T01:19:03 | https://www.reddit.com/r/LocalLLaMA/comments/1afylw4/can_someone_explain_why_the_time_of_first_token/ | DataLearnerAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afylw4 | false | null | t3_1afylw4 | /r/LocalLLaMA/comments/1afylw4/can_someone_explain_why_the_time_of_first_token/ | false | false | self | 1 | null |
Open Hermes 2.5 Dataset Released | 200 | Open Hermes 2.5 Dataset was recently released:
[https://huggingface.co/datasets/teknium/OpenHermes-2.5](https://huggingface.co/datasets/teknium/OpenHermes-2.5)
[https://twitter.com/Teknium1/status/1752799124775374928](https://twitter.com/Teknium1/status/1752799124775374928)
Dataset sources:
- Airoboros 2.2
- CamelA... | 2024-02-01T00:47:21 | https://www.reddit.com/r/LocalLLaMA/comments/1afxxmx/open_hermes_25_dataset_released/ | Weyaxi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afxxmx | false | null | t3_1afxxmx | /r/LocalLLaMA/comments/1afxxmx/open_hermes_25_dataset_released/ | false | false | self | 200 | {'enabled': False, 'images': [{'id': 'J9DqKYjlbWHt-G2W_kyuc45r_14BtgJOxsxfHXAkc3w', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/xplIc8uSv9GY8rloZqRQztqgKzDoLuDp0JRpzDYzhEk.jpg?width=108&crop=smart&auto=webp&s=d1d2e2b29a8a31b5a5a123147f1a20c798b64788', 'width': 108}, {'height': 116, 'url': 'h... |
How to train on a bunch of documents | 1 | [removed] | 2024-02-01T00:20:51 | https://www.reddit.com/r/LocalLLaMA/comments/1afxd0o/how_to_train_on_a_bunch_of_documents/ | opi098514 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afxd0o | false | null | t3_1afxd0o | /r/LocalLLaMA/comments/1afxd0o/how_to_train_on_a_bunch_of_documents/ | false | false | self | 1 | null |
[Project] AI Filter: Local LLMs for social media curation | 18 | I built a small Chrome extension that uses a local LLM to filter social media posts (currently, just Twitter) based on natural language instructions.
For instance, you can tell it to:
>Hide all tweets, except for tweets about machine learning (ML), artificial intelligence (AI) and large language models (LLMs).
or:
... | 2024-02-01T00:17:30 | https://www.reddit.com/r/LocalLLaMA/comments/1afxaay/project_ai_filter_local_llms_for_social_media/ | hazard02 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afxaay | false | null | t3_1afxaay | /r/LocalLLaMA/comments/1afxaay/project_ai_filter_local_llms_for_social_media/ | false | false | self | 18 | {'enabled': False, 'images': [{'id': 'U4-cse_14lm3F1PVOKgzbNn4_iXi__eVB5ZPk54yZV0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/odLHwwgnj_EgsPuds2d3q-oh8uONANMwT7w8_1ID1Us.jpg?width=108&crop=smart&auto=webp&s=8197db505635e7dd937df83cfc1761f40346ddf2', 'width': 108}, {'height': 108, 'url': 'h... |
Mac Build | 1 | Building a M2 Ultra max studio. Going for the 24-Core CPU 60-Core GPU 32-Core Neural Engine.
For running larger models, is 128gb unified memory limiting in any cases... worth upgrading to 196gb? | 2024-02-01T00:13:03 | https://www.reddit.com/r/LocalLLaMA/comments/1afx6we/mac_build/ | Swmp1024 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afx6we | false | null | t3_1afx6we | /r/LocalLLaMA/comments/1afx6we/mac_build/ | false | false | self | 1 | null |
How to generate creative but always affirmative or always negative response? | 1 | [removed] | 2024-02-01T00:05:53 | https://www.reddit.com/r/LocalLLaMA/comments/1afx17b/how_to_generate_creative_but_always_affirmative/ | RepresentativeOdd276 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afx17b | false | null | t3_1afx17b | /r/LocalLLaMA/comments/1afx17b/how_to_generate_creative_but_always_affirmative/ | false | false | default | 1 | null |
A few questions about using local LLM for research & data analysis | 1 | Hi all- I've been looking into the potential of using LLM for simple data analysis, or more specifically, analyzing survey results. Since everything is so new and quickly evolving, I haven't been able to find conclusive answers and thought maybe some of you might have already thought through some of these things!
1. ... | 2024-01-31T23:46:26 | https://www.reddit.com/r/LocalLLaMA/comments/1afwkvb/a_few_questions_about_using_local_llm_for/ | flare389 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afwkvb | false | null | t3_1afwkvb | /r/LocalLLaMA/comments/1afwkvb/a_few_questions_about_using_local_llm_for/ | false | false | self | 1 | null |
CringeBot - imbue the essence of the child you were in 2002 into an LLM! | 16 | Hi everyone! I wanted to share a little project I had been working on for the last couple of weeks that will be especially interesting for anyone who was on AOL Instant Messenger in the 1990s and 2000s, mixed with a little creative writing on the subject.
[Here is part 1](https://medium.com/@richard.siomporas/cringebo... | 2024-01-31T23:42:19 | https://www.reddit.com/r/LocalLLaMA/comments/1afwhhs/cringebot_imbue_the_essence_of_the_child_you_were/ | hotspoons_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afwhhs | false | null | t3_1afwhhs | /r/LocalLLaMA/comments/1afwhhs/cringebot_imbue_the_essence_of_the_child_you_were/ | false | false | self | 16 | {'enabled': False, 'images': [{'id': '532wVwhlDOr-xMBOubtfzwN5z2Qcc8UHXUlYxSUyKq8', 'resolutions': [{'height': 71, 'url': 'https://external-preview.redd.it/MRiGIET0RTrCT6Ds69uUpoEUHiuJravTcrZ5VZRT4QM.jpg?width=108&crop=smart&auto=webp&s=6ac53ffdcb5c0d2c78805642aa59666e75d2ba92', 'width': 108}, {'height': 143, 'url': 'h... |
Quick heads-up about using CodeLlama 70b and llama.cpp for chat | 25 | CodeLlama 70b has a complicated chat template. The chat template is meant to ensure that the model knows what to do (like understand the system prompt, and switch between assistant and user roles)
llama.cpp does **_not support chat templates_**, which means the input to the model is not the same as the model actually ... | 2024-01-31T23:39:20 | https://www.reddit.com/r/LocalLLaMA/comments/1afweyw/quick_headsup_about_using_codellama_70b_and/ | Combinatorilliance | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afweyw | false | null | t3_1afweyw | /r/LocalLLaMA/comments/1afweyw/quick_headsup_about_using_codellama_70b_and/ | false | false | self | 25 | {'enabled': False, 'images': [{'id': 'C2N6UYLUNk9B-eOzzx6MctpsiozGklpmJklv617uOrY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/ZIxyWJz92DBlvcEz4zK1qF0lh85WZp0xDe1ei6qKnaY.jpg?width=108&crop=smart&auto=webp&s=8de6e8d26a6040788b01499329bbd055e8f8ab7d', 'width': 108}, {'height': 108, 'url': 'h... |
What is the best way to / how would you create a Local Clone of yourself? | 1 | [removed] | 2024-01-31T23:34:15 | https://www.reddit.com/r/LocalLLaMA/comments/1afwas7/what_is_the_best_way_to_how_would_you_create_a/ | headbopper96 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afwas7 | false | null | t3_1afwas7 | /r/LocalLLaMA/comments/1afwas7/what_is_the_best_way_to_how_would_you_create_a/ | false | false | self | 1 | null |
Ollama command line | 2 | Does anyone know how I can make ollama remember my conversation when I use it on the command line like this?
ollama run mistral "write me a script in bash that will do x"
Then I do something else on the command line and later I want to be able to do something like:
ollama run mistral "modify that script t... | 2024-01-31T23:08:43 | https://www.reddit.com/r/LocalLLaMA/comments/1afvp0i/ollama_command_line/ | Fun_Stress1977 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afvp0i | false | null | t3_1afvp0i | /r/LocalLLaMA/comments/1afvp0i/ollama_command_line/ | false | false | self | 2 | null |
Besides LoRa, is anything else in the peft library worth doing? | 1 | I mostly only see Lora being used from peft. | 2024-01-31T22:12:24 | https://www.reddit.com/r/LocalLLaMA/comments/1afubzs/besides_lora_is_anything_else_in_the_peft_library/ | SkGiles | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afubzs | false | null | t3_1afubzs | /r/LocalLLaMA/comments/1afubzs/besides_lora_is_anything_else_in_the_peft_library/ | false | false | self | 1 | null |
Exploring the limitations of LLMs-as-a-Judge | 21 | LLMs are notoriously bad at handling numeric ranges which is impractical given their otherwise impressive ability of evaluating complex, open ended tasks. Given their increasing use as evaluators, it's crucial to understand their inherent biases. You may have seen the [recent post](https://twitter.com/aparnadhinak/stat... | 2024-01-31T21:59:11 | https://www.reddit.com/r/LocalLLaMA/comments/1afu08t/exploring_the_limitations_of_llmsasajudge/ | TelloLeEngineer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afu08t | false | {'oembed': {'author_name': 'Aparna Dhinakaran', 'author_url': 'https://twitter.com/aparnadhinak', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">(1/9) LLM as a Judge: Numeric Score Evals are Broken!!!<br><br>LLM Evals are valuable analysis tools. But should yo... | t3_1afu08t | /r/LocalLLaMA/comments/1afu08t/exploring_the_limitations_of_llmsasajudge/ | false | false | 21 | {'enabled': False, 'images': [{'id': 'ziXAvP25asas_RuiWbAm4Ufba-I9dnMyLck3ig7lAk0', 'resolutions': [{'height': 67, 'url': 'https://external-preview.redd.it/Cf_PhEQpcLcSKNB4aqyfF5OMLfkYqgmSt55ql19W1C0.jpg?width=108&crop=smart&auto=webp&s=e93a479ff18596bf7fb89b2158ad1533ec4922d1', 'width': 108}], 'source': {'height': 87,... | |
How to Install LLava 1.6 in Text Web UI Oobabooga | 2 | With the recent release of LLava 1.6, is there any way to install it as an extension in the text-generation-web UI/Oobabooga? | 2024-01-31T21:24:01 | https://www.reddit.com/r/LocalLLaMA/comments/1aft58o/how_to_install_llava_16_in_text_web_ui_oobabooga/ | Asleep_Aerie_4591 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aft58o | false | null | t3_1aft58o | /r/LocalLLaMA/comments/1aft58o/how_to_install_llava_16_in_text_web_ui_oobabooga/ | false | false | self | 2 | null |
argilla/distilabel-capybara-dpo-7k-binarized: a new dataset aiming to improve the performance of open LLMs for multi-turn dialogue | 42 | Argilla continues doing really nice work in creating open datasets and sharing the creation process.
The [argilla/distilabel-capybara-dpo-7k-binarized](https://huggingface.co/datasets/argilla/distilabel-capybara-dpo-7k-binarized) dataset aims to fill a gap in the open source community for multi-turn datasets, i.e. ha... | 2024-01-31T21:20:45 | https://www.reddit.com/r/LocalLLaMA/comments/1aft27r/argilladistilabelcapybaradpo7kbinarized_a_new/ | dvanstrien | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aft27r | false | null | t3_1aft27r | /r/LocalLLaMA/comments/1aft27r/argilladistilabelcapybaradpo7kbinarized_a_new/ | false | false | self | 42 | {'enabled': False, 'images': [{'id': 'HK_VHalxO-qP2ZvbiwGHZLmhs2b1SoMZy8dTo3gXVYw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/VR1oWA8u8ybx_sjbHD6UKnkY-uTt8Fv6HGs2vGQZuzs.jpg?width=108&crop=smart&auto=webp&s=f93ee1967a06beeb11269d50351c5734fd0bda1f', 'width': 108}, {'height': 116, 'url': 'h... |
For Miqu, can I lower its 32k ctx without confusing it? | 13 | The documentation on the model is understandably lacking.
If I set the default 32k in Ooba to about 12k to match the 12k I use in SillyTavern, would that confuse the model?
I tested [LoneStriker/miqu-1-70b-sf-5.0b-h6-exl2](https://huggingface.co/LoneStriker/miqu-1-70b-sf-5.0bpw-h6-exl2) and unfortunately it doesn't f... | 2024-01-31T21:18:42 | https://www.reddit.com/r/LocalLLaMA/comments/1aft0ag/for_miqu_can_i_lower_its_32k_ctx_without/ | ReMeDyIII | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aft0ag | false | null | t3_1aft0ag | /r/LocalLLaMA/comments/1aft0ag/for_miqu_can_i_lower_its_32k_ctx_without/ | false | false | self | 13 | {'enabled': False, 'images': [{'id': 'GeMGjlIUMmuTN6DayEmBQYRUYU3qOGjwdTJz70guu6Q', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/HbCTCTj1VDOPPQ-vMel_YZcfCX_ijmL61qS8BGrv1xI.jpg?width=108&crop=smart&auto=webp&s=666a01093497a22e4a797d9092c5ae046e20372e', 'width': 108}, {'height': 116, 'url': 'h... |
Struggling with basic English tests: Why Can't LLMs Ace Them? | 43 | It's quite surprising that most LLMs, including Llama2-70b, Mixtral 8x7B, GPT-3.5, Gemini Pro, and Claude v2.1, often falter on English tests tailored for non-native speakers. These tests aren't about deep logical reasoning; they're primarily based on fundamental grammar and contextual understanding to pinpoint the cor... | 2024-01-31T21:02:10 | https://www.reddit.com/r/LocalLLaMA/comments/1afslno/struggling_with_basic_english_tests_why_cant_llms/ | LimaoGURU | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afslno | false | null | t3_1afslno | /r/LocalLLaMA/comments/1afslno/struggling_with_basic_english_tests_why_cant_llms/ | false | false | self | 43 | null |
Deployment suggestions | 1 | Hi I am building upon a large sized LLM. So far to deploy I used runpod for serverless infra, with docker images. But the lifecycle of my code till production is a huge pain. Building large docker images with the model, and the server downloading it every time takes a lot of time of interruption. Can someone suggest so... | 2024-01-31T20:54:22 | https://www.reddit.com/r/LocalLLaMA/comments/1afsent/deployment_suggestions/ | PlateAffectionate436 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afsent | false | null | t3_1afsent | /r/LocalLLaMA/comments/1afsent/deployment_suggestions/ | false | false | self | 1 | null |
RAG: Similarity Search Discussion with longer User Inputs | 1 | [removed] | 2024-01-31T20:54:11 | https://www.reddit.com/r/LocalLLaMA/comments/1afsehn/rag_similarity_search_discussion_with_longer_user/ | Ill_Bodybuilder3499 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afsehn | false | null | t3_1afsehn | /r/LocalLLaMA/comments/1afsehn/rag_similarity_search_discussion_with_longer_user/ | false | false | self | 1 | null |
How huge is this? | 14 | 2024-01-31T20:20:07 | https://huggingface.co/papers/2401.03462 | AloneInTheWhole | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1afrjvl | false | null | t3_1afrjvl | /r/LocalLLaMA/comments/1afrjvl/how_huge_is_this/ | false | false | 14 | {'enabled': False, 'images': [{'id': 'QH-N6trOT2YMWQM3Nrk9pBsyqIjiTtN6k6vUnDxDRY0', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/LOnJ7M1noTgDMPxdzcd4Qgjfr6109W8RKOLQ0vyqMdw.jpg?width=108&crop=smart&auto=webp&s=1b05db22d61c4502362787912b749cbf2a78a477', 'width': 108}, {'height': 116, 'url': 'h... | ||
Looking for the latest LLMs in German, French and Italian (7B and under preferred) | 1 | Does anyone have any recommendations for 7B and under LLMs in German, French or Italian? What are your favorites? Any advice would be greatly appreciated. | 2024-01-31T20:10:23 | https://www.reddit.com/r/LocalLLaMA/comments/1afrb97/looking_for_the_latest_llms_in_german_french_and/ | grim_fusion | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afrb97 | false | null | t3_1afrb97 | /r/LocalLLaMA/comments/1afrb97/looking_for_the_latest_llms_in_german_french_and/ | false | false | self | 1 | null |
Released a 1.5 TB Multimodal Python Copilot Training Dataset on Hugging Face | 125 | Hello fellow llamas!
tldr: we published an open source dataset to help build your own AI-coding model from 1200+ AI-focused, python repositories:
[https://huggingface.co/datasets/matlok/multimodal-python-copilot-training-overview](https://huggingface.co/datasets/matlok/multimodal-python-copilot-training-overview)
Af... | 2024-01-31T20:09:52 | https://www.reddit.com/r/LocalLLaMA/comments/1afrar0/released_a_15_tb_multimodal_python_copilot/ | buildinstuff5432 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afrar0 | false | null | t3_1afrar0 | /r/LocalLLaMA/comments/1afrar0/released_a_15_tb_multimodal_python_copilot/ | false | false | self | 125 | {'enabled': False, 'images': [{'id': '3s5WEo8tBt7pYfXagp8a7mg6LlItL0PBUV5_KJkcGH8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/WAEHNaV5WJGDcXHKHqBunq9cliTg5cfM-WxjuDOVoPo.jpg?width=108&crop=smart&auto=webp&s=2e8bd150f881c0c57812df6a3d793f3d3dc5f60b', 'width': 108}, {'height': 116, 'url': 'h... |
Does this confirm MiQu is indeed Mixtral-Medium? | 1 | [removed] | 2024-01-31T20:00:00 | https://www.reddit.com/r/LocalLLaMA/comments/1afr1i0/does_this_confirm_miqu_is_indeed_mixtralmedium/ | Accurate_Event_8608 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afr1i0 | false | null | t3_1afr1i0 | /r/LocalLLaMA/comments/1afr1i0/does_this_confirm_miqu_is_indeed_mixtralmedium/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'IiJiFlTViX12HFlrM5q0VzRx5H8mF60G_H9r2vZmX5c', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/XqXlFlMBO5OBHkspjAAfh4k3t6r_qV8rQaXwNGZJ2ow.jpg?width=108&crop=smart&auto=webp&s=fcc72e7270a8c3930a46724f05502f9fdece8170', 'width': 108}], 'source': {'height': 14... |
Brand new Gigabyte T181-G20 SXM2 servers for $150 in Hong Kong. Cheaper than buying adapters to use those cheap V100 SXM2 GPUs. | 8 | 2024-01-31T19:47:59 | https://github.com/ggerganov/llama.cpp/discussions/5229 | fallingdowndizzyvr | github.com | 1970-01-01T00:00:00 | 0 | {} | 1afqqyq | false | null | t3_1afqqyq | /r/LocalLLaMA/comments/1afqqyq/brand_new_gigabyte_t181g20_sxm2_servers_for_150/ | false | false | 8 | {'enabled': False, 'images': [{'id': 'ykrAJhNsmHrMJhaWXkm63SC6nXtMXJ3wPO5WxGqjgLU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/b4eLENYDkM4ATVJwd9gq5Pgkkg9SkA6gDUf2VJIx5zw.jpg?width=108&crop=smart&auto=webp&s=3a0ee378a3826494f270886446da42642d3fc373', 'width': 108}, {'height': 108, 'url': 'h... | ||
Jan - MacBook Pro M1 32GB | 4 | I've been trying a bunch of models in Jan and have noticed that when I'm using ngl = 1, or any number for that matter the performance is worse than when not having ngl part of my model.json. So for example running mistral 7b instruct q4 will give me around 20t/s without ngl, but with ngl I'm getting around 3-5t/s. Am I... | 2024-01-31T19:42:41 | https://www.reddit.com/r/LocalLLaMA/comments/1afqmco/jan_macbook_pro_m1_32gb/ | jaxupaxu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afqmco | false | null | t3_1afqmco | /r/LocalLLaMA/comments/1afqmco/jan_macbook_pro_m1_32gb/ | false | false | self | 4 | null |
Cerebras Systems and Barcelona Supercomputing Center Train Multilingual Spanish Catalan English LLM | 12 | 2024-01-31T19:16:03 | https://www.cerebras.net/press-release/cerebras-systems-and-barcelona-supercomputing-center-train-industry-leading-multilingual-spanish-catalan-english-llm | maroule | cerebras.net | 1970-01-01T00:00:00 | 0 | {} | 1afpyxy | false | null | t3_1afpyxy | /r/LocalLLaMA/comments/1afpyxy/cerebras_systems_and_barcelona_supercomputing/ | false | false | 12 | {'enabled': False, 'images': [{'id': 'juF8xnwyg-1tZjDUsNrOv1I-qGNe3ZghYin9qfDXQ4Y', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/xNr2HqEr4Zkor0jpmh4NfjCZNBmX20D0NcdAnlMr7Qo.jpg?width=108&crop=smart&auto=webp&s=ae968028e97a744a6560b813017df9036e45c917', 'width': 108}, {'height': 216, 'url': '... | ||
This is the reason for uncensored models | 271 | You can't even discuss with chatgpt about the interpretation of a song playing in the radio, without your account probably flagged as sex offender... | 2024-01-31T19:15:16 | maxigs0 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1afpyan | false | null | t3_1afpyan | /r/LocalLLaMA/comments/1afpyan/this_is_the_reason_for_uncensored_models/ | false | false | 271 | {'enabled': True, 'images': [{'id': 'NnS95gqauKTP3H3knLfhdYWPxAWamSoLQZtzlYoTwqM', 'resolutions': [{'height': 136, 'url': 'https://preview.redd.it/7n2ph755stfc1.png?width=108&crop=smart&auto=webp&s=5f170389e6e401af3481af47aa508736f0cbdf5b', 'width': 108}, {'height': 273, 'url': 'https://preview.redd.it/7n2ph755stfc1.pn... | ||
Tools to evaluate quantized models on benchmarks? | 1 | Hiya, I'm working with some quantized models, and I need to compare their performance before and after an algorithm has been applied to them - I would like to use something like EleutherAI's LLM evaluation Harness or HELM but I've had a hard time loading the models for benchmarking since they have an quantization adapt... | 2024-01-31T18:51:19 | https://www.reddit.com/r/LocalLLaMA/comments/1afpcfw/tools_to_evaluate_quantized_models_on_benchmarks/ | TypicalLab390 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afpcfw | false | null | t3_1afpcfw | /r/LocalLLaMA/comments/1afpcfw/tools_to_evaluate_quantized_models_on_benchmarks/ | false | false | self | 1 | null |
Mixtral 8x7b Instruct with recent dataset? | 6 | The leaderboard here: [LMSys Chatbot Arena Leaderboard - a Hugging Face Space by lmsys](https://huggingface.co/spaces/lmsys/chatbot-arena-leaderboard) shows Mixtral 8x7b with a knowledge cutoff of late 2023. When I use the arena demo, it does know recent things up to that date. However, I can't seem to find a download... | 2024-01-31T17:34:34 | https://www.reddit.com/r/LocalLLaMA/comments/1afnfoj/mixtral_8x7b_instruct_with_recent_dataset/ | phr00t_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afnfoj | false | null | t3_1afnfoj | /r/LocalLLaMA/comments/1afnfoj/mixtral_8x7b_instruct_with_recent_dataset/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'tu38AwtsUEqyGIPo-RS3iFtvVhQ6LPaW-v5gU23jMqc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/RS7d3722KVL1OTw1ewhRT89FTFf93HJZCAdVoAQjeCw.jpg?width=108&crop=smart&auto=webp&s=724cf25bfd7e21d9fe860dd0f67a01017ab321c6', 'width': 108}, {'height': 116, 'url': 'h... |
Weak gpu, middling vram. What's likely better 13B-4.0bpw or 7b-8.0bpw? | 22 | Weak gpu, middling vram. What's likely better 13B-4.0bpw or 7b-8.0bpw? Assuming they're magically equally well made/trained/etc
I've been dabbling with both (recently released versions of models most likely based on mistral, but I've tried like a dozen... not worth listing specifically here.) I'm failing to draw my... | 2024-01-31T17:28:32 | https://www.reddit.com/r/LocalLLaMA/comments/1afna9u/weak_gpu_middling_vram_whats_likely_better/ | namad | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afna9u | false | null | t3_1afna9u | /r/LocalLLaMA/comments/1afna9u/weak_gpu_middling_vram_whats_likely_better/ | false | false | self | 22 | null |
Quantizing cross encoders | 1 | We are moving our RAG into production.
We are using quantized vectorizer, has anybody used quantized cross encoders.
Are there any good open sourced cross encoders quantizers. | 2024-01-31T16:49:28 | https://www.reddit.com/r/LocalLLaMA/comments/1afmb6e/quantizing_cross_encoders/ | Spiritual-Rub925 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afmb6e | false | null | t3_1afmb6e | /r/LocalLLaMA/comments/1afmb6e/quantizing_cross_encoders/ | false | false | self | 1 | null |
Arthur Mensch confirms that Miqu is an early Mistral model | 270 | 2024-01-31T16:47:42 | https://twitter.com/arthurmensch/status/1752734898476007821 | Jean-Porte | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 1afm9im | false | {'oembed': {'author_name': 'Arthur Mensch', 'author_url': 'https://twitter.com/arthurmensch', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">An over-enthusiastic employee of one of our early access customers leaked a quantised (and watermarked) version of an e... | t3_1afm9im | /r/LocalLLaMA/comments/1afm9im/arthur_mensch_confirms_that_miqu_is_an_early/ | false | false | 270 | {'enabled': False, 'images': [{'id': 'IiJiFlTViX12HFlrM5q0VzRx5H8mF60G_H9r2vZmX5c', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/XqXlFlMBO5OBHkspjAAfh4k3t6r_qV8rQaXwNGZJ2ow.jpg?width=108&crop=smart&auto=webp&s=fcc72e7270a8c3930a46724f05502f9fdece8170', 'width': 108}], 'source': {'height': 14... | ||
240 tokens/s achieved by Groq's custom chips on Lama 2 Chat (70B) | 201 | 2024-01-31T16:47:28 | https://twitter.com/ArtificialAnlys/status/1752719288946053430 | speakerknock | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 1afm9af | false | {'oembed': {'author_name': 'ArtificialAnalysis.ai', 'author_url': 'https://twitter.com/ArtificialAnlys', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">240 tokens/s achieved by <a href="https://twitter.com/GroqInc?ref_src=twsrc%5Etfw">@GroqInc</a>'s custom... | t3_1afm9af | /r/LocalLLaMA/comments/1afm9af/240_tokenss_achieved_by_groqs_custom_chips_on/ | false | false | 201 | {'enabled': False, 'images': [{'id': 'BRhurXMD1G1MlmtiDVC2_L9YdZMiNzJH8qCY2xa1KJ8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/MRCSbjUHZevQwjjZL6lLbf1Vf8R41K5t4ecI2SwmVwk.jpg?width=108&crop=smart&auto=webp&s=9851a3f2b56d8a7a359cf5a86eed4d49f4339add', 'width': 108}], 'source': {'height': 71,... | ||
Training set consisting of JSON in JSON? | 1 | I have a model and trying to train it to emit JSON.
Just how does one create the training set?
I've tried to escape the JSON snippets ("\\"), but it is daunting. Also, reducing the snippets to a single line is a pain, even in code.
​ | 2024-01-31T15:54:51 | https://www.reddit.com/r/LocalLLaMA/comments/1afl0vv/training_set_consisting_of_json_in_json/ | IndustryNext7456 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afl0vv | false | null | t3_1afl0vv | /r/LocalLLaMA/comments/1afl0vv/training_set_consisting_of_json_in_json/ | false | false | self | 1 | null |
RTX 4060 Ti 16GB vs RTX 4070 super 12GB performance in deep learning | 1 | On paper the RTX 4070 super is almost 50% faster, how much faster will it be in deep learning? Can the RTX 4060 Ti reach almost the same performance because of the extra 4 Vram? | 2024-01-31T15:39:02 | https://www.reddit.com/r/LocalLLaMA/comments/1afknre/rtx_4060_ti_16gb_vs_rtx_4070_super_12gb/ | Healthy_Pay4529 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1afknre | false | null | t3_1afknre | /r/LocalLLaMA/comments/1afknre/rtx_4060_ti_16gb_vs_rtx_4070_super_12gb/ | false | false | self | 1 | null |
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