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How to make the most of Ollama's Tool support? Which libraries on top of it do you use that already deliver pre-made tools? What are the must have things to simplify tool generation (like generating the function call JSON from a docstring or similar?)
11
TL;DR defining function for Ollama tool callings feel rather verbose and there must be better ways and best practices I am not aware of. Also I was wondering about other things related to function calling and libraries related to this (put into the title and into the bullet points down below). I am reaching out to you ...
2024-07-28T11:18:36
https://www.reddit.com/r/LocalLLaMA/comments/1ee55ru/how_to_make_the_most_of_ollamas_tool_support/
nic_key
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ee55ru
false
null
t3_1ee55ru
/r/LocalLLaMA/comments/1ee55ru/how_to_make_the_most_of_ollamas_tool_support/
false
false
self
11
{'enabled': False, 'images': [{'id': 'krjt_5uhqcaDfYjfO7lkezThehav9cAIRJgcK-OKAmM', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/s0D7i4Rco0trWh9Bu1uEkgnoJJLA3UNKUA9vs57seII.jpg?width=108&crop=smart&auto=webp&s=53486800d92d75b19d59502534fa9ba2785c14b0', 'width': 108}, {'height': 113, 'url': 'h...
LLM Noob: Code and Tool Models; Good Enough to reach to Prod w/out Dev Exp?
3
Like many, my brain far extends my talents. I am technical, and consider myself fairly adept at following technical process or instructions even when it’s outside my experience wheelhouse. Though I do not have any background that involves code, programming, or similar development work. There are several homebrew proje...
2024-07-28T10:35:21
https://www.reddit.com/r/LocalLLaMA/comments/1ee4iaq/llm_noob_code_and_tool_models_good_enough_to/
ThemWhoNoseNothing
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ee4iaq
false
null
t3_1ee4iaq
/r/LocalLLaMA/comments/1ee4iaq/llm_noob_code_and_tool_models_good_enough_to/
false
false
self
3
null
Model attention measurements?
19
What measurement approaches are people relying on to evaluate how well a given model is able to pay attention to the provided context of a prompt? With the bombastic claims over the years of context lengths, ranging from 4K up to about 120K (with mistral nemo), I've yet to see a single measurement of *how well* a mode...
2024-07-28T09:49:04
https://www.reddit.com/r/LocalLLaMA/comments/1ee3upl/model_attention_measurements/
cogitare_et_loqui
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ee3upl
false
null
t3_1ee3upl
/r/LocalLLaMA/comments/1ee3upl/model_attention_measurements/
false
false
self
19
{'enabled': False, 'images': [{'id': 'Y-LY1vCx_ZHYqhpH4lurtlRWbMEqIqbTfstYYksJ-E8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/hYCwVHWRQQ1lxfJVzjMO2Ny3GxFouwLQQcrhw6l6eXU.jpg?width=108&crop=smart&auto=webp&s=76802b115622e70dc5f328454a68693a0ffb6d16', 'width': 108}, {'height': 116, 'url': 'h...
Inferring a down scaled model is giving me "List out of Index"
4
So here is what I have done from transformers import AutoTokenizer, AutoConfig, AutoModelForCausalLM, LlamaConfig, LlamaForCausalLM, LlamaTokenizer, TextStreamer from copy import deepcopy import torch model_name_or_path = "upstage/TinySolar-248m-4k" pretrained_model = AutoModelForCausalLM.from...
2024-07-28T09:33:15
https://www.reddit.com/r/LocalLLaMA/comments/1ee3mo5/inferring_a_down_scaled_model_is_giving_me_list/
Automatic-Net-757
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ee3mo5
false
null
t3_1ee3mo5
/r/LocalLLaMA/comments/1ee3mo5/inferring_a_down_scaled_model_is_giving_me_list/
false
false
self
4
null
Instruct templates with and without system prompt
1
[removed]
2024-07-28T09:12:55
https://www.reddit.com/r/LocalLLaMA/comments/1ee3cw7/instruct_templates_with_and_without_system_prompt/
Specific_One_6668
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ee3cw7
false
null
t3_1ee3cw7
/r/LocalLLaMA/comments/1ee3cw7/instruct_templates_with_and_without_system_prompt/
false
false
self
1
null
Will NPUs replace GPUs for local LLMs?
23
Are NPUs inherently more efficient at running inference for LLMs? Currently, NPUs are a tiny portion of a SoC. For example, the M3 Max GPU is like 50% of the entire SoC but the NPU is only a roughly 50-10%. What happens if Apple makes a SoC where the NPU is 50% of the entire chip? Should we expect this chip to do b...
2024-07-28T08:55:10
https://www.reddit.com/r/LocalLLaMA/comments/1ee344b/will_npus_replace_gpus_for_local_llms/
auradragon1
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ee344b
false
null
t3_1ee344b
/r/LocalLLaMA/comments/1ee344b/will_npus_replace_gpus_for_local_llms/
false
false
self
23
null
Copying ollama model to another machine
1
[removed]
2024-07-28T08:38:52
https://www.reddit.com/r/LocalLLaMA/comments/1ee2wem/copying_ollama_model_to_another_machine/
Smoozzi
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ee2wem
false
null
t3_1ee2wem
/r/LocalLLaMA/comments/1ee2wem/copying_ollama_model_to_another_machine/
false
false
self
1
null
mistral-nemo (uncensored) with the best code sample ever
1
2024-07-28T08:36:43
https://i.redd.it/psjfjhqw08fd1.png
waescher
i.redd.it
1970-01-01T00:00:00
0
{}
1ee2vej
false
null
t3_1ee2vej
/r/LocalLLaMA/comments/1ee2vej/mistralnemo_uncensored_with_the_best_code_sample/
false
false
https://b.thumbs.redditm…tFNSSr9j7qzQ.jpg
1
{'enabled': True, 'images': [{'id': 'QOoDroR3tDHSlMjE4oiSAGapyYH7e8QZ_sZA5ZGKsgo', 'resolutions': [{'height': 74, 'url': 'https://preview.redd.it/psjfjhqw08fd1.png?width=108&crop=smart&auto=webp&s=ba809e059ed377dc9f36b2523e68487545f4b365', 'width': 108}, {'height': 149, 'url': 'https://preview.redd.it/psjfjhqw08fd1.png...
Need Advice on Fine-Tuning a Language Model with Limited Resources
1
[removed]
2024-07-28T07:59:59
https://www.reddit.com/r/LocalLLaMA/comments/1ee2d46/need_advice_on_finetuning_a_language_model_with/
CaterpillarExtreme65
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ee2d46
false
null
t3_1ee2d46
/r/LocalLLaMA/comments/1ee2d46/need_advice_on_finetuning_a_language_model_with/
false
false
self
1
null
LLaMbA - Minimal batching engine
28
Hey r/LocalLLaMA people! I've created an ASP .NET Core server application that can act as an efficient backend for batched generations and wanted to share it. Meet LLaMbA: [https://github.com/Lyrcaxis/Llamba/](https://github.com/Lyrcaxis/Llamba/) LLaMbA can be used for data generation, classifications, or even a serv...
2024-07-28T07:33:54
https://www.reddit.com/r/LocalLLaMA/comments/1ee20c9/llamba_minimal_batching_engine/
Lyrcaxis
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ee20c9
false
null
t3_1ee20c9
/r/LocalLLaMA/comments/1ee20c9/llamba_minimal_batching_engine/
false
false
self
28
{'enabled': False, 'images': [{'id': 'NW9uo9UK9R390ccQ3VxhBDi2M5Czc787KBWBX6h_Vuo', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Oy3hDlREvhU8YqooJ7xHmTYUasbe-2AEgV9W_Nhhhj0.jpg?width=108&crop=smart&auto=webp&s=7d2164dd2962bc09d6824438f2f3ae9b06ba5bab', 'width': 108}, {'height': 108, 'url': 'h...
LM studio , how to run NEMO models mixtral 12b
5
Hi i run many models on LM studio but cant make any NEMO models work. tried tinker with all settings, updated lm studio, restarted, still no. mistral dory, lumi nemo , mistral nemo base, i always get this error: \`\`\`json{"title": "*Failed to load model*", "cause": "llama.cpp error: 'error loading model hyperpara...
2024-07-28T07:07:21
https://www.reddit.com/r/LocalLLaMA/comments/1ee1mx3/lm_studio_how_to_run_nemo_models_mixtral_12b/
TraditionLost7244
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ee1mx3
false
null
t3_1ee1mx3
/r/LocalLLaMA/comments/1ee1mx3/lm_studio_how_to_run_nemo_models_mixtral_12b/
false
false
self
5
null
Llama 3 or Gemma 2 for scientific paper writing?
1
[removed]
2024-07-28T07:00:23
https://www.reddit.com/r/LocalLLaMA/comments/1ee1j1q/llama_3_or_gemma_2_for_scientific_paper_writing/
Bitcoin_xbird
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ee1j1q
false
null
t3_1ee1j1q
/r/LocalLLaMA/comments/1ee1j1q/llama_3_or_gemma_2_for_scientific_paper_writing/
false
false
self
1
null
6 x 3090 Setup + Renting + Marketplace Questions
7
I have 6x 3090s that aren't making much mining crypto even at $0.08 KWH so I am looking into renting them out. Currently, they are in an Octominer (see: https://octominer.com/product/x12ultra/) which is not fit for AI or rendering. I have a 42U rack and rack space, but my concern is trying to find an affordable setup ...
2024-07-28T06:36:54
https://www.reddit.com/r/LocalLLaMA/comments/1ee16tq/6_x_3090_setup_renting_marketplace_questions/
KoalaBlast
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ee16tq
false
null
t3_1ee16tq
/r/LocalLLaMA/comments/1ee16tq/6_x_3090_setup_renting_marketplace_questions/
false
false
self
7
{'enabled': False, 'images': [{'id': 'YE5Qa1eVBDXxRuzKN0JXAS07hlmfhe3hJPtkZH_YAEA', 'resolutions': [{'height': 20, 'url': 'https://external-preview.redd.it/ujCuCuqtxyIlKfr56faiJk7yNS3PQ5bUAtNsv--W__4.jpg?width=108&crop=smart&auto=webp&s=457bd3899ceedd1994f1f7bc11955c981a10948d', 'width': 108}, {'height': 41, 'url': 'ht...
Slow internet - Need help finding a few good models.
14
Hi, I have a base Apple Silicon Macbook m1 and have been playing with a couple small models <3GB (tinyLlama; Phi-3 mini, Dolphin 2.6) because I have a really slow internet and usually have to download models overnight. Next weekend I'll be visiting my parents who luckily have a fiber connection and was planning to do...
2024-07-28T06:19:27
https://www.reddit.com/r/LocalLLaMA/comments/1ee0xlm/slow_internet_need_help_finding_a_few_good_models/
a3ydstm
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ee0xlm
false
null
t3_1ee0xlm
/r/LocalLLaMA/comments/1ee0xlm/slow_internet_need_help_finding_a_few_good_models/
false
false
self
14
null
(Noob question) How to render code/graph outputs from LLM into webapp?
1
[removed]
2024-07-28T06:18:01
https://www.reddit.com/r/LocalLLaMA/comments/1ee0wvh/noob_question_how_to_render_codegraph_outputs/
tylertaewook
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ee0wvh
false
null
t3_1ee0wvh
/r/LocalLLaMA/comments/1ee0wvh/noob_question_how_to_render_codegraph_outputs/
false
false
https://b.thumbs.redditm…vSmAULIaoddA.jpg
1
null
A little present for y'all: An easy to use offline API that serves up full text Wikipedia articles. Start it up, send in a query/prompt to the endpoint, get back a matching full wiki article to RAG against.
201
This project is an answer to a previous question that I had about the easiest route to [offline Wikipedia RAG](https://www.reddit.com/r/LocalLLaMA/comments/1bjlzna/whats_the_fastest_route_to_success_to_performing/). After mulling over the responses, [txtai jumped out to me as the most straight forward](https://huggingf...
2024-07-28T05:36:38
https://www.reddit.com/r/LocalLLaMA/comments/1ee0agn/a_little_present_for_yall_an_easy_to_use_offline/
SomeOddCodeGuy
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ee0agn
false
null
t3_1ee0agn
/r/LocalLLaMA/comments/1ee0agn/a_little_present_for_yall_an_easy_to_use_offline/
false
false
https://b.thumbs.redditm…E6YtNr-2kObQ.jpg
201
{'enabled': False, 'images': [{'id': 'oVY6iayogTi5j60TWprzAT_hPLznqi0SRVy_asn_8kc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Aurdt_UY4TtQuTii1KH-k7H5qdADBZp2SE00R-d3rig.jpg?width=108&crop=smart&auto=webp&s=352752b73b17f15359d91b0f90b2595180887a7c', 'width': 108}, {'height': 116, 'url': 'h...
What are my options for acceleration (FLAN t5)
1
[removed]
2024-07-28T04:49:47
https://www.reddit.com/r/LocalLLaMA/comments/1edzjjk/what_are_my_options_for_acceleration_flan_t5/
yisevrethingtaken
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edzjjk
false
null
t3_1edzjjk
/r/LocalLLaMA/comments/1edzjjk/what_are_my_options_for_acceleration_flan_t5/
false
false
self
1
null
How feasible would it be to PEFT fine-tune a LLAMA model on a consumer grade hardware?
1
[removed]
2024-07-28T04:30:34
https://www.reddit.com/r/LocalLLaMA/comments/1edz87y/how_feasible_would_it_be_to_peft_finetune_a_llama/
carusGOAT
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edz87y
false
null
t3_1edz87y
/r/LocalLLaMA/comments/1edz87y/how_feasible_would_it_be_to_peft_finetune_a_llama/
false
false
self
1
null
Best models for the spare rigs?
0
My family has 2 spare lenovo p920s with just over 512GB of ram between the two. As far as the GPUs go there are four rtx 4000(s) and one rtx 5000. The original project they were bought for years ago has been seemingly canceled and they have just sat there doing literally nothing for years. I plan to get one running ...
2024-07-28T03:50:22
https://www.reddit.com/r/LocalLLaMA/comments/1edyjq3/best_models_for_the_spare_rigs/
Adventurous-Test-246
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edyjq3
false
null
t3_1edyjq3
/r/LocalLLaMA/comments/1edyjq3/best_models_for_the_spare_rigs/
false
false
self
0
null
Rant about the Straberry question and other bs.
53
When I hear about the "straberry question" I cringe becuase that's only a way to show off how much you don't know about LLMs. To simplify: LLMs **don't think** even if it might seem so; **they write**. They express themselves using **tokens** and a token (depending on the model architecture and tokenizer) may repres...
2024-07-28T03:26:17
https://www.reddit.com/r/LocalLLaMA/comments/1edy4rz/rant_about_the_straberry_question_and_other_bs/
Robert__Sinclair
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edy4rz
false
null
t3_1edy4rz
/r/LocalLLaMA/comments/1edy4rz/rant_about_the_straberry_question_and_other_bs/
false
false
self
53
null
Mobile Access?
0
The App Store and Test Flight are flooded with LLM apps right now. Pal gives access to OpenAI endpoints like OpenAI, Claude, OpenRouter, etc. but only a basic chat interface like ChatGPT. Inneal gives access to Character Sheets such as chub.ai downloads but only gives AI Horde as an endpoint. Does anyone know of any ap...
2024-07-28T03:08:19
https://www.reddit.com/r/LocalLLaMA/comments/1edxts6/mobile_access/
Stickman561
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edxts6
false
null
t3_1edxts6
/r/LocalLLaMA/comments/1edxts6/mobile_access/
false
false
self
0
null
Llama server help
1
Hi everyone, I'm running into an issue when running llama-server, which I've detailed in this github post. [https://github.com/ggerganov/llama.cpp/discussions/8641](https://github.com/ggerganov/llama.cpp/discussions/8641) Can anyone help with this?
2024-07-28T02:30:26
https://www.reddit.com/r/LocalLLaMA/comments/1edx5u4/llama_server_help/
PineappleCake123
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edx5u4
false
null
t3_1edx5u4
/r/LocalLLaMA/comments/1edx5u4/llama_server_help/
false
false
self
1
{'enabled': False, 'images': [{'id': 'meKsbUc1ZXbTE2XkVffSWfU2uoTCP-waJq-prA_e6nc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Lw-ikvIfgjv7IzoyHbEQphyVtTAxVx85R5EjIS59EA4.jpg?width=108&crop=smart&auto=webp&s=870f0fb011ea6e470fc50a696bd733c92c3fc5b8', 'width': 108}, {'height': 108, 'url': 'h...
Generative Software. Now time to build prompt templates for all languages and all of the frameworks. No more coding the basics.
1
2024-07-28T02:13:13
https://youtu.be/wMKzYMt6PRY
Equivalent_Pen8241
youtu.be
1970-01-01T00:00:00
0
{}
1edwumv
false
{'oembed': {'author_name': 'FastBuilder', 'author_url': 'https://www.youtube.com/@fastbuilderAI', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/wMKzYMt6PRY?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyrosc...
t3_1edwumv
/r/LocalLLaMA/comments/1edwumv/generative_software_now_time_to_build_prompt/
false
false
https://b.thumbs.redditm…dr1knQKetS_k.jpg
1
{'enabled': False, 'images': [{'id': 'EXn7HFzxuz6CclmHv7CS3i20-Zes5HEE8XnXzYuR8gk', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/GokvV5fAjHj97rmuk0b_d86MLTtRLqc72hW-qeaXsoE.jpg?width=108&crop=smart&auto=webp&s=45b224606831fea23bd6f280e76c02b662d944b7', 'width': 108}, {'height': 162, 'url': 'h...
Guidance for training on my code.
1
[removed]
2024-07-28T01:10:36
https://www.reddit.com/r/LocalLLaMA/comments/1edvp8l/guidance_for_training_on_my_code/
forkmor
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edvp8l
false
null
t3_1edvp8l
/r/LocalLLaMA/comments/1edvp8l/guidance_for_training_on_my_code/
false
false
self
1
null
what's a good local llm for sentiment analysis
1
looking for small and functional models to help automate things
2024-07-28T00:56:17
https://www.reddit.com/r/LocalLLaMA/comments/1edvfp8/whats_a_good_local_llm_for_sentiment_analysis/
J055EEF
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edvfp8
false
null
t3_1edvfp8
/r/LocalLLaMA/comments/1edvfp8/whats_a_good_local_llm_for_sentiment_analysis/
false
false
self
1
null
Illegal Instruction error when running llama-server
1
I'm trying to run llama-server using `./llama-server -m models/codellama-7b.Q4_K_M.gguf -c 2048` after building it. I'm getting an `Illegal Instruction` error message that I can't figure out how to resolve. I went into gdb and found the illegal instruction, which seems to be this: `0x000000000045e3bc in void (anonym...
2024-07-28T00:54:57
https://www.reddit.com/r/LocalLLaMA/comments/1edves0/illegal_instruction_error_when_running_llamaserver/
PineappleCake123
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edves0
false
null
t3_1edves0
/r/LocalLLaMA/comments/1edves0/illegal_instruction_error_when_running_llamaserver/
false
false
self
1
null
Run 236B Q4 on 128GB of ram and 2x 3090's?
1
[removed]
2024-07-27T23:30:39
https://www.reddit.com/r/LocalLLaMA/comments/1edtr64/run_236b_q4_on_128gb_of_ram_and_2x_3090s/
AtlasEdgeGame
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edtr64
false
null
t3_1edtr64
/r/LocalLLaMA/comments/1edtr64/run_236b_q4_on_128gb_of_ram_and_2x_3090s/
false
false
self
1
{'enabled': False, 'images': [{'id': 'krjt_5uhqcaDfYjfO7lkezThehav9cAIRJgcK-OKAmM', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/s0D7i4Rco0trWh9Bu1uEkgnoJJLA3UNKUA9vs57seII.jpg?width=108&crop=smart&auto=webp&s=53486800d92d75b19d59502534fa9ba2785c14b0', 'width': 108}, {'height': 113, 'url': 'h...
Caretaker project - automatic code healing
31
I'm not selling anything, but I got a small project working that I really wanted to share with someone. Imagine a python project that when imported into your code: - registers as an exception handler - If your program crashes, it finds the function that threw the exception - uses LLM to rewrite the function - i...
2024-07-27T23:05:39
https://www.reddit.com/r/LocalLLaMA/comments/1edt85o/caretaker_project_automatic_code_healing/
greg_d128
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edt85o
false
null
t3_1edt85o
/r/LocalLLaMA/comments/1edt85o/caretaker_project_automatic_code_healing/
false
false
self
31
{'enabled': False, 'images': [{'id': 'ojNJs5EEdMsBQbpBPpwfSCoKqhfy46ZXU2A1priyRyQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/jPFly3GZuXpsuMiMCpalc3HaswqyYzYIev4WMwvgM5M.jpg?width=108&crop=smart&auto=webp&s=07c4c701bdc777e4a5658625a4c99b8d9dbc9311', 'width': 108}, {'height': 108, 'url': 'h...
Are you using A.I. for good, or evil? List the ways.
0
You don't have to take my opinion into account when you answer the question, but I think using A.I. to *indescriminantly* use all inputs to train your app to increase the screen-time people spend on your app is pure evil. \*cough\* facebook \*cough\*. On the other hand, I think using A.I. to do something like make the ...
2024-07-27T22:55:30
https://www.reddit.com/r/LocalLLaMA/comments/1edt0d8/are_you_using_ai_for_good_or_evil_list_the_ways/
Low_Poetry5287
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edt0d8
false
null
t3_1edt0d8
/r/LocalLLaMA/comments/1edt0d8/are_you_using_ai_for_good_or_evil_list_the_ways/
false
false
self
0
null
Fine Tuning Llama 3.1 on medical datasets
7
Hey guys:) I wanted to make a medical chat bot for some friends studying medicine to help them out in studies. The idea is just to provide good info on the theme asked. So I was wondering if fine tuning would be a good option for my use case or would I just go with prompt engineering.
2024-07-27T22:51:04
https://www.reddit.com/r/LocalLLaMA/comments/1edsx0d/fine_tuning_llama_31_on_medical_datasets/
RaiRamz
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edsx0d
false
null
t3_1edsx0d
/r/LocalLLaMA/comments/1edsx0d/fine_tuning_llama_31_on_medical_datasets/
false
false
self
7
null
L3.1 8B Celeste V1.5 - A new era of Human prose LLM's free from slop
157
2024-07-27T22:25:34
https://huggingface.co/nothingiisreal/L3.1-8B-Celeste-V1.5
PuzzleheadedAge5519
huggingface.co
1970-01-01T00:00:00
0
{}
1edsdw7
false
null
t3_1edsdw7
/r/LocalLLaMA/comments/1edsdw7/l31_8b_celeste_v15_a_new_era_of_human_prose_llms/
false
false
https://b.thumbs.redditm…ZnTtZqwmIPFM.jpg
157
{'enabled': False, 'images': [{'id': 'HMtixuXXGdlHk7sIm7DYE1r7tzXCBf_7Dp4g4NRWdtg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/pSnC8vpUXIUPkmLRY4qio4tdqr6WWyTuzaUlTzh9hsk.jpg?width=108&crop=smart&auto=webp&s=c826d8073292867c023c0367d9a7ce761d614331', 'width': 108}, {'height': 116, 'url': 'h...
Llama 405B says "You've caught me in a self-referential paradox! "
1
[removed]
2024-07-27T22:18:07
https://www.reddit.com/r/LocalLLaMA/comments/1eds862/llama_405b_says_youve_caught_me_in_a/
carlk22
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1eds862
false
null
t3_1eds862
/r/LocalLLaMA/comments/1eds862/llama_405b_says_youve_caught_me_in_a/
false
false
self
1
null
Llama 405B says "You've caught me in a self-referential paradox! "
1
[removed]
2024-07-27T22:15:31
https://www.reddit.com/r/LocalLLaMA/comments/1eds648/llama_405b_says_youve_caught_me_in_a/
carlk22
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1eds648
false
null
t3_1eds648
/r/LocalLLaMA/comments/1eds648/llama_405b_says_youve_caught_me_in_a/
false
false
self
1
null
How fast big LLMs can work on consumer CPU and RAM instead of GPU?
14
I am building a new PC with 3000 usd budget for running bug LLMs like mistral large 2 123b, llama 3.1 70b and upcoming LLMs. I watched a video recently about llamafile library that can run LLMs 3-5x faster than llama.cpp on modern AMD and Intel CPUs and they specifically mentioned that high inference speed can be achi...
2024-07-27T22:05:39
https://www.reddit.com/r/LocalLLaMA/comments/1edryd2/how_fast_big_llms_can_work_on_consumer_cpu_and/
rookan
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edryd2
false
null
t3_1edryd2
/r/LocalLLaMA/comments/1edryd2/how_fast_big_llms_can_work_on_consumer_cpu_and/
false
false
self
14
null
Where I can host a model? (120-405B)
1
[removed]
2024-07-27T21:00:18
https://www.reddit.com/r/LocalLLaMA/comments/1edqiie/where_i_can_host_a_model_120405b/
GuyWhoKnowSomething
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edqiie
false
null
t3_1edqiie
/r/LocalLLaMA/comments/1edqiie/where_i_can_host_a_model_120405b/
false
false
self
1
null
Is there any API platform out there that serves llama 405b in full precision?
1
[removed]
2024-07-27T20:56:15
https://www.reddit.com/r/LocalLLaMA/comments/1edqf7d/is_there_any_api_platform_out_there_that_serves/
uesk
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edqf7d
false
null
t3_1edqf7d
/r/LocalLLaMA/comments/1edqf7d/is_there_any_api_platform_out_there_that_serves/
false
false
self
1
null
Nemo FP8 training - need help to understand ...
6
From MIstral Website: "Mistral NeMo was trained with quantisation awareness, enabling FP8 inference without any performance loss." Does is it imply we can use a q8 kv cache without loss or it is not related at all?
2024-07-27T20:37:24
https://www.reddit.com/r/LocalLLaMA/comments/1edpzu3/nemo_fp8_training_need_help_to_understand/
Eralyon
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edpzu3
false
null
t3_1edpzu3
/r/LocalLLaMA/comments/1edpzu3/nemo_fp8_training_need_help_to_understand/
false
false
self
6
null
Best small open source model to deploy on a phone?
1
[removed]
2024-07-27T20:27:18
https://www.reddit.com/r/LocalLLaMA/comments/1edprba/best_small_open_source_model_to_deploy_on_a_phone/
xlogic87
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edprba
false
null
t3_1edprba
/r/LocalLLaMA/comments/1edprba/best_small_open_source_model_to_deploy_on_a_phone/
false
false
self
1
null
Any Free Api Model That is Best in Math & Logical Reason ?
0
i feel that deepseek v2,claude 3.5 sonnet,chatgpt4o is best in math and logical. but they are paid. is there any other model that is best in these aspect and also free?
2024-07-27T20:08:05
https://www.reddit.com/r/LocalLLaMA/comments/1edpb86/any_free_api_model_that_is_best_in_math_logical/
Dry_Shallot5074
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edpb86
false
null
t3_1edpb86
/r/LocalLLaMA/comments/1edpb86/any_free_api_model_that_is_best_in_math_logical/
false
false
self
0
null
What is a good local Ai for NSFW writing?
3
Just looking for input on which ai to install locally for nsfw writing. Also does my and GPU 6900xt change anything?
2024-07-27T20:07:19
https://www.reddit.com/r/LocalLLaMA/comments/1edpamb/what_is_a_good_local_ai_for_nsfw_writing/
xxSpideyxx
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edpamb
false
null
t3_1edpamb
/r/LocalLLaMA/comments/1edpamb/what_is_a_good_local_ai_for_nsfw_writing/
false
false
nsfw
3
null
Any Free Api Model That is Best in Math & Logical Reason ?
1
i feel that deepseek v2,claude 3.5 sonnet,chatgpt4o is best in math and logical. but they are paid. is there any other model that is best in these aspect and also free?
2024-07-27T20:05:50
https://www.reddit.com/r/LocalLLaMA/comments/1edp9c8/any_free_api_model_that_is_best_in_math_logical/
Dry_Shallot5074
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edp9c8
false
null
t3_1edp9c8
/r/LocalLLaMA/comments/1edp9c8/any_free_api_model_that_is_best_in_math_logical/
false
false
self
1
null
Benchmark software for local LLM ?
1
[removed]
2024-07-27T19:56:29
https://www.reddit.com/r/LocalLLaMA/comments/1edp1g3/benchmark_software_for_local_llm/
Conscious_Dog1457
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edp1g3
false
null
t3_1edp1g3
/r/LocalLLaMA/comments/1edp1g3/benchmark_software_for_local_llm/
false
false
self
1
null
When is 3.1 poppin lmsys?
1
[removed]
2024-07-27T19:55:37
https://www.reddit.com/r/LocalLLaMA/comments/1edp0sj/when_is_31_poppin_lmsys/
Gold_Page_5318
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edp0sj
false
null
t3_1edp0sj
/r/LocalLLaMA/comments/1edp0sj/when_is_31_poppin_lmsys/
false
false
self
1
null
Creative Writing LLM Mega-Comparison
96
I'm a writer, and I use AI to help brainstorm by generating alternative versions of passages I'm struggling with. With all due respect to the hoarde of AI girlfriends out there, I feel like a lot of models aren't analyzed enough in non-RP creative writing use cases. This post is my attempt to share my experiences usin...
2024-07-27T19:26:55
https://www.reddit.com/r/LocalLLaMA/comments/1edoe2p/creative_writing_llm_megacomparison/
findingsubtext
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edoe2p
false
null
t3_1edoe2p
/r/LocalLLaMA/comments/1edoe2p/creative_writing_llm_megacomparison/
false
false
self
96
null
Recommendations for model to run on raspberry pi 4 4gb
2
I am a noob here. In the past( late 2022) I have tried running llama.cpp on raspberry pi and it was very slow. Now As title suggests, any model recommendations which I can fine tune and run on raspberry pi. If it can do coding related tasks it will be a bonus for me.
2024-07-27T19:16:48
https://www.reddit.com/r/LocalLLaMA/comments/1edo5yi/recommendations_for_model_to_run_on_raspberry_pi/
dhilu3089
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edo5yi
false
null
t3_1edo5yi
/r/LocalLLaMA/comments/1edo5yi/recommendations_for_model_to_run_on_raspberry_pi/
false
false
self
2
null
Llama 3.1 405b at 2nd in zebraLogic reasoning!
152
2024-07-27T19:16:06
https://www.reddit.com/gallery/1edo5dk
PipeDependent7890
reddit.com
1970-01-01T00:00:00
0
{}
1edo5dk
false
null
t3_1edo5dk
/r/LocalLLaMA/comments/1edo5dk/llama_31_405b_at_2nd_in_zebralogic_reasoning/
false
false
https://b.thumbs.redditm…fAtRKm9mOgQw.jpg
152
null
Llama 3.1 405b at 2nd in zebraLogic reasoning!
1
2024-07-27T19:15:14
https://www.reddit.com/gallery/1edo4m7
PipeDependent7890
reddit.com
1970-01-01T00:00:00
0
{}
1edo4m7
false
null
t3_1edo4m7
/r/LocalLLaMA/comments/1edo4m7/llama_31_405b_at_2nd_in_zebralogic_reasoning/
false
false
https://b.thumbs.redditm…mpABWs27LlhI.jpg
1
null
Multiple or single model on a graphics card for speed
3
Hello everyone, I had a quick question about the way models run on graphics cards. Let’s say I have a card with 16GB of VRAM. And I have a quantized model that uses 8GB. If I want to run a server where others can connect and chat with my model, would running two of those models (exposed on different ports through F...
2024-07-27T19:13:32
https://www.reddit.com/r/LocalLLaMA/comments/1edo37w/multiple_or_single_model_on_a_graphics_card_for/
Slimxshadyx
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edo37w
false
null
t3_1edo37w
/r/LocalLLaMA/comments/1edo37w/multiple_or_single_model_on_a_graphics_card_for/
false
false
self
3
null
[llama 3 8b] how does llama 3b fair for basic day to day decision making?
6
Does anyone else have any experience plugging in day to day problems into llama 3 8b? I use it whenever I feel I'm thinking irrationally and I love using it to help breakdown my thoughts and plans, given a bit of research afterwards. Wondering if anyone runs into logic problems or hallucinations using it like this.
2024-07-27T19:11:10
https://www.reddit.com/r/LocalLLaMA/comments/1edo1ai/llama_3_8b_how_does_llama_3b_fair_for_basic_day/
FreshmanCult
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edo1ai
false
null
t3_1edo1ai
/r/LocalLLaMA/comments/1edo1ai/llama_3_8b_how_does_llama_3b_fair_for_basic_day/
false
false
self
6
null
Ideal workflow to increase tokens/seconds
1
[removed]
2024-07-27T19:06:21
https://www.reddit.com/r/LocalLLaMA/comments/1ednxdh/ideal_workflow_to_increase_tokensseconds/
Outlandish_MurMan
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ednxdh
false
null
t3_1ednxdh
/r/LocalLLaMA/comments/1ednxdh/ideal_workflow_to_increase_tokensseconds/
false
false
self
1
null
Are they going to monetize Llama3?
1
[removed]
2024-07-27T18:44:55
https://www.reddit.com/r/LocalLLaMA/comments/1ednfuh/are_they_going_to_monetize_llama3/
Thanthtoohan
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ednfuh
false
null
t3_1ednfuh
/r/LocalLLaMA/comments/1ednfuh/are_they_going_to_monetize_llama3/
false
false
self
1
null
Is there an API that runs llama 3.1 405b unquantized?
1
[removed]
2024-07-27T18:10:34
https://www.reddit.com/r/LocalLLaMA/comments/1edmngk/is_there_an_api_that_runs_llama_31_405b/
uesk
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edmngk
false
null
t3_1edmngk
/r/LocalLLaMA/comments/1edmngk/is_there_an_api_that_runs_llama_31_405b/
false
false
self
1
null
Trying to decide between a 4090 and a GV100 for projects that work with both text-based and image-based generation, what is your suggestion?
10
Hello, as the title says I'm trying to decide on a solid piece of hardware for running models for both image generation and text generation for my projects. 4090 seems to be the king of consumer hardware for inference, but the GV100 does hvae 32GB ram and more tensor cores from what I can find. However I also read ...
2024-07-27T18:01:50
https://www.reddit.com/r/LocalLLaMA/comments/1edmg23/trying_to_decide_between_a_4090_and_a_gv100_for/
Daxiongmao87
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edmg23
false
null
t3_1edmg23
/r/LocalLLaMA/comments/1edmg23/trying_to_decide_between_a_4090_and_a_gv100_for/
false
false
self
10
null
I have an on-going project making a single - now 1400 line - .py chat application with as many features as possible for chatting with local models and more. I've just added easy RAG support. Please let me know what you think.
29
2024-07-27T17:56:46
https://github.com/DefamationStation/Retrochat-v2
AdHominemMeansULost
github.com
1970-01-01T00:00:00
0
{}
1edmbpc
false
null
t3_1edmbpc
/r/LocalLLaMA/comments/1edmbpc/i_have_an_ongoing_project_making_a_single_now/
false
false
https://b.thumbs.redditm…rVQ50fTvBTOc.jpg
29
{'enabled': False, 'images': [{'id': 'SQHCb0r8ZW8qybfnMMKXE4AC2v0yPawraBlctGdW_Ew', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/_CaLt3iWBCva_ekrKMl_NQulGbkNg7ojubfz9E5WcFk.jpg?width=108&crop=smart&auto=webp&s=85d4440a453f56857d1bb61843e3d4642f3741d2', 'width': 108}, {'height': 108, 'url': 'h...
I have an on-going project of making a single 1400 line .py chat application with as many features as possible for chatting with local models and more. I've just added RAG support. Please let me know what you think.
1
2024-07-27T17:55:22
https://github.com/DefamationStation/Retrochat-v2
AdHominemMeansULost
github.com
1970-01-01T00:00:00
0
{}
1edmami
false
null
t3_1edmami
/r/LocalLLaMA/comments/1edmami/i_have_an_ongoing_project_of_making_a_single_1400/
false
false
https://b.thumbs.redditm…rVQ50fTvBTOc.jpg
1
{'enabled': False, 'images': [{'id': 'SQHCb0r8ZW8qybfnMMKXE4AC2v0yPawraBlctGdW_Ew', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/_CaLt3iWBCva_ekrKMl_NQulGbkNg7ojubfz9E5WcFk.jpg?width=108&crop=smart&auto=webp&s=85d4440a453f56857d1bb61843e3d4642f3741d2', 'width': 108}, {'height': 108, 'url': 'h...
Speculative decoding with Mistral Large 2 - are there draft models I can try with it?
8
I recently migrated to TabbyAPI as my backend, and unlike oobabooga, it supports speculative decoding. It could be potentially useful for a large dense model to speed things up, but so far I found no existing discussions or recommendations specific to Mistral Large 2. I remember reading somewhere that the draft model ...
2024-07-27T17:52:00
https://www.reddit.com/r/LocalLLaMA/comments/1edm7xu/speculative_decoding_with_mistral_large_2_are/
Lissanro
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edm7xu
false
null
t3_1edm7xu
/r/LocalLLaMA/comments/1edm7xu/speculative_decoding_with_mistral_large_2_are/
false
false
self
8
null
Where can I run llama 3.1 405b unquantized?
1
[removed]
2024-07-27T17:51:43
https://www.reddit.com/r/LocalLLaMA/comments/1edm7pz/where_can_i_run_llama_31_405b_unquantized/
uesk
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edm7pz
false
null
t3_1edm7pz
/r/LocalLLaMA/comments/1edm7pz/where_can_i_run_llama_31_405b_unquantized/
false
false
self
1
null
Llama 3.1 70B caught a missing ingredient in a recipe.
221
so my girlfriend sometimes sends me recipes and asks me to try them. But she sends them in a messy and unformatted way. This one dish recipe was sent months back and I used to use GPT-4 then to format it, and it did a great job. But in this particular recipe she forgot to mention salt. I learnt it later that it was ne...
2024-07-27T17:37:14
https://www.reddit.com/r/LocalLLaMA/comments/1edlw4i/llama_31_70b_caught_a_missing_ingredient_in_a/
soomrevised
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edlw4i
false
null
t3_1edlw4i
/r/LocalLLaMA/comments/1edlw4i/llama_31_70b_caught_a_missing_ingredient_in_a/
false
false
self
221
null
What is the ChatUI chatPromptTemplate for llama3.1?
1
[removed]
2024-07-27T17:28:46
https://www.reddit.com/r/LocalLLaMA/comments/1edlpdn/what_is_the_chatui_chatprompttemplate_for_llama31/
OptimalComb9967
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edlpdn
false
null
t3_1edlpdn
/r/LocalLLaMA/comments/1edlpdn/what_is_the_chatui_chatprompttemplate_for_llama31/
false
false
self
1
{'enabled': False, 'images': [{'id': 'SPXRqkA3QsirejmMZJGPZhb0DJ6XfG4tK30E7hKbZ68', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/gUu5ykUgNxlLs35R-tlMMuDCW5pxV-MQ87NhIKjhUY8.jpg?width=108&crop=smart&auto=webp&s=41694e01bde6cb391067701790469366bda45a6a', 'width': 108}, {'height': 108, 'url': 'h...
New to LLaMA: Concerns about RAM and Storage Requirements
1
[removed]
2024-07-27T16:07:08
https://www.reddit.com/r/LocalLLaMA/comments/1edjunk/new_to_llama_concerns_about_ram_and_storage/
adnanite
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edjunk
false
null
t3_1edjunk
/r/LocalLLaMA/comments/1edjunk/new_to_llama_concerns_about_ram_and_storage/
false
false
self
1
null
Side By Side Comparison Llama 405B Vs GPT-4o Mini Vs Claude 3.5 Sonnet Vs Mistral Large 2
106
I wanted to see how these models respond my set of over 200 prompts, here are some of the highlights: Prompt: **How many feet does a four foot measuring tape have?** [How many feet does a four foot measuring tape have?](https://preview.redd.it/ds9qcwey03fd1.png?width=2530&format=png&auto=webp&s=cb3252f1413bca63a0...
2024-07-27T15:53:53
https://www.reddit.com/r/LocalLLaMA/comments/1edjjpo/side_by_side_comparison_llama_405b_vs_gpt4o_mini/
DrillBits
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edjjpo
false
null
t3_1edjjpo
/r/LocalLLaMA/comments/1edjjpo/side_by_side_comparison_llama_405b_vs_gpt4o_mini/
false
false
https://b.thumbs.redditm…RWnrjDu7ds4Y.jpg
106
null
I built a high performance multi-LLM terminal, it streams beautiful markdown text with github code highlights at high speeds.
1
[removed]
2024-07-27T15:46:30
https://www.reddit.com/r/LocalLLaMA/comments/1edjdo8/i_built_a_high_performance_multillm_terminal_it/
toledo-systems
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edjdo8
false
null
t3_1edjdo8
/r/LocalLLaMA/comments/1edjdo8/i_built_a_high_performance_multillm_terminal_it/
false
false
self
1
null
Model for sentence similarity
3
I was testing out various embeddings for sentence similarity use case from the MTEB leaderboard on HuggingFace. all-mpnet-base-v2 is ranked 100+, but still performed better on my examples than the top 10 models on the leaderboard. Any thoughts on this?
2024-07-27T15:43:35
https://www.reddit.com/r/LocalLLaMA/comments/1edjb7l/model_for_sentence_similarity/
codeyman2
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edjb7l
false
null
t3_1edjb7l
/r/LocalLLaMA/comments/1edjb7l/model_for_sentence_similarity/
false
false
self
3
null
What happens when splitting layers across multiple GPUs
7
Correct the following analogy if you think this is wrong: What’s happening with layers split across multiple GPUs: think of layers of a model like a water fountain that has many basins(layers) and each basin has small holes so the water showers down to the next layer. The basins with the holes are the layers and hold t...
2024-07-27T15:43:32
https://www.reddit.com/r/LocalLLaMA/comments/1edjb5s/what_happens_when_splitting_layers_across/
rich_atl
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edjb5s
false
null
t3_1edjb5s
/r/LocalLLaMA/comments/1edjb5s/what_happens_when_splitting_layers_across/
false
false
self
7
null
I built a high performance multi-LLM terminal, it streams beautiful markdown text with github code highlights
1
[removed]
2024-07-27T15:41:14
https://www.reddit.com/r/LocalLLaMA/comments/1edj99m/i_built_a_high_performance_multillm_terminal_it/
toledo-systems
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edj99m
false
null
t3_1edj99m
/r/LocalLLaMA/comments/1edj99m/i_built_a_high_performance_multillm_terminal_it/
false
false
self
1
null
Anyone knows any way to make an instrumental cover of a song with AI?
1
For example, make a Jazz cover of the song "Smells like teen spirit" by Nirvana. Or make a solo violin version of the symphony "Für Elise" by Beethoven.
2024-07-27T15:24:46
https://www.reddit.com/r/LocalLLaMA/comments/1edivy0/anyone_knows_any_way_to_make_an_instrumental/
A_lil_confused_bee
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edivy0
false
null
t3_1edivy0
/r/LocalLLaMA/comments/1edivy0/anyone_knows_any_way_to_make_an_instrumental/
false
false
self
1
null
Performance of LLMs under hardware constraints?
1
[removed]
2024-07-27T15:24:00
https://www.reddit.com/r/LocalLLaMA/comments/1edivcx/performance_of_llms_under_hardware_constraints/
4bjmc881
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edivcx
false
null
t3_1edivcx
/r/LocalLLaMA/comments/1edivcx/performance_of_llms_under_hardware_constraints/
false
false
self
1
null
How can I extract financial reports of companies dynamically through tool usage in langchain agent?
1
Hi all, I have a project in my company for which I need to extract and analyse financial reports of companies based on user query. I already have a langraph based multi agent workflow where I am analysing a pandas data frame through pandas data frame agent from langchain along with searching in the knowledge base throu...
2024-07-27T15:01:31
https://www.reddit.com/r/LocalLLaMA/comments/1edid52/how_can_i_extract_financial_reports_of_companies/
themonotonous
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edid52
false
null
t3_1edid52
/r/LocalLLaMA/comments/1edid52/how_can_i_extract_financial_reports_of_companies/
false
false
self
1
null
Anyone want to test my PR to enable quantised K/V cache in Ollama
29
Ive been running the branch for a few days now, its results in a significant reduction in vRAM usage from the context k/v cache. If you’re interested give it a build and see the changes to the FAQ to set the env vars/ parameters to q8_0 and see how it goes, if you’re happy with it you could then try q4_0 for even furt...
2024-07-27T14:58:40
https://github.com/ollama/ollama/pull/5894
sammcj
github.com
1970-01-01T00:00:00
0
{}
1ediaoj
false
null
t3_1ediaoj
/r/LocalLLaMA/comments/1ediaoj/anyone_want_to_test_my_pr_to_enable_quantised_kv/
false
false
https://b.thumbs.redditm…cee86Y3rQ26c.jpg
29
{'enabled': False, 'images': [{'id': 'lNoz-2sWiwJdZ1eOLobbT__nygmHbzxTsAKY0_VphB4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/4daq7Llb0oJqY4vvTSXZ1Wk-Y46eViPer7HrfCB1eu4.jpg?width=108&crop=smart&auto=webp&s=7acc419c282d576ed45c0c4a7f7ed78fc319fe4d', 'width': 108}, {'height': 108, 'url': 'h...
GPT-* seems completely unable to rewrite text with grammatical errors and typos. LlaMa-3.1-70B does that perfectly though
130
[GPT-4o](https://preview.redd.it/a5c2q1lxq2fd1.png?width=895&format=png&auto=webp&s=4701e99940927dc4d40c895227e06a1e8850de4f) [Gpt-4o-mini](https://preview.redd.it/x76cxq12r2fd1.png?width=913&format=png&auto=webp&s=a4767d4e57019b3ce04dcf1260055adb7eb131e2) [LlaMA-3.1-70B](https://preview.redd.it/0w52arb9r2fd1.png...
2024-07-27T14:51:29
https://www.reddit.com/r/LocalLLaMA/comments/1edi53w/gpt_seems_completely_unable_to_rewrite_text_with/
TitoxDboss
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edi53w
false
null
t3_1edi53w
/r/LocalLLaMA/comments/1edi53w/gpt_seems_completely_unable_to_rewrite_text_with/
false
false
https://a.thumbs.redditm…TdbEBvfgU_q0.jpg
130
null
Meta Image Generator
1
Hi, sorry if this is isn't the right place to ask but was wondering if there is anyway to use llama2 on Meta AI again for image generating, please? Since it was upgraded to llama 3 the images I generate have a different look and feel to them. Not as vivid and colourful. I'm not an advanced user of AI and I used the ...
2024-07-27T14:36:09
https://www.reddit.com/r/LocalLLaMA/comments/1edhta5/meta_image_generator/
tictoc2009
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edhta5
false
null
t3_1edhta5
/r/LocalLLaMA/comments/1edhta5/meta_image_generator/
false
false
self
1
null
Malicious code at top of hf leaderboard?
1
[removed]
2024-07-27T14:25:34
https://www.reddit.com/r/LocalLLaMA/comments/1edhkup/malicious_code_at_top_of_hf_leaderboard/
HotSauceTea
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edhkup
false
null
t3_1edhkup
/r/LocalLLaMA/comments/1edhkup/malicious_code_at_top_of_hf_leaderboard/
false
false
self
1
{'enabled': False, 'images': [{'id': 'XyO6BICbW4Hg8xmbvc3hN3cENx4gTiYAHoZDX0xzla0', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/DEmmYDPFTu0NBj611fWgcN07TyZ6hyF9CTMc_k20O5o.jpg?width=108&crop=smart&auto=webp&s=96645ff2d3c13c9de5b8e543d793398e8378a5ce', 'width': 108}, {'height': 116, 'url': 'h...
Need Help : Best Approaches for Classifying Documents by Topic in a Large Dataset (100k+ Documents)
4
Hello everyone, I'm working on a project that involves classifying over 100k+ documents based on their topics. I'm looking for advice on the most effective methods to achieve this, whether through traditional machine learning techniques or leveraging large language models (LLMs). Here are a few specifics about my dat...
2024-07-27T13:56:19
https://www.reddit.com/r/LocalLLaMA/comments/1edgy8b/need_help_best_approaches_for_classifying/
Parking_Marzipan_693
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edgy8b
false
null
t3_1edgy8b
/r/LocalLLaMA/comments/1edgy8b/need_help_best_approaches_for_classifying/
false
false
self
4
null
REQUEST: Model creators / finetuners - please mention your model's context size.
26
I don't mean to sound ungrateful, folks, but would it really kill you to list the context size on your model's HF page? I've downloaded umpteen models only to find, when running them, that they have 8K (or even less) context, which is not what I'm looking for (and yes, I know about RoPE). I could count on one hand the ...
2024-07-27T13:14:45
https://www.reddit.com/r/LocalLLaMA/comments/1edg42p/request_model_creators_finetuners_please_mention/
thethirteantimes
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edg42p
false
null
t3_1edg42p
/r/LocalLLaMA/comments/1edg42p/request_model_creators_finetuners_please_mention/
false
false
self
26
null
From which provider can I access the least watered down version of Llama3.1 405B? And when will the multimodal version (that can read images) come out?
7
I primarily use [together.ai](http://together.ai) to for open-source models, but the Llama3.1 405B on it says Meta-Llama-3.1-405B-Instruct-Turbo, I am not sure if Turbo means it's quantized or watered down. Anyone know where I can use the best version? Also when will the multimodal version of Llama3.1 405B (that ca...
2024-07-27T13:12:54
https://www.reddit.com/r/LocalLLaMA/comments/1edg2ug/from_which_provider_can_i_access_the_least/
GPT-Claude-Gemini
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edg2ug
false
null
t3_1edg2ug
/r/LocalLLaMA/comments/1edg2ug/from_which_provider_can_i_access_the_least/
false
false
self
7
{'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...
llama.cpp: support for llama 3.1 rope scaling factors merged
164
https://github.com/ggerganov/llama.cpp/commit/b5e95468b1676e1e5c9d80d1eeeb26f542a38f42 ``` * Add llama 3.1 rope scaling factors to llama conversion and inference This commit generates the rope factors on conversion and adds them to the resulting model as a tensor. At inference time, these factors are passed to the `g...
2024-07-27T12:54:01
https://www.reddit.com/r/LocalLLaMA/comments/1edfprv/llamacpp_support_for_llama_31_rope_scaling/
TyraVex
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edfprv
false
null
t3_1edfprv
/r/LocalLLaMA/comments/1edfprv/llamacpp_support_for_llama_31_rope_scaling/
false
false
self
164
{'enabled': False, 'images': [{'id': 'ZPWTgHW0Z0Et2SqAqJvJvNkWyRyhOHv5wOxSsbILofo', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/cx7iUO75iCPMTQVBZYMAo7hfNiKFp_HK5052jAr_ytE.jpg?width=108&crop=smart&auto=webp&s=9b0c0858c25b7e58213eaa6cccf4f113eaaf9b17', 'width': 108}, {'height': 108, 'url': 'h...
Fine-tuning Chain of Thought to teach new skills
1
Has anybody tried fine-tuning a model on handwritten datasets that exhibit chain of thought to try and teach a model how to think about a new skill for e.g. teaching it to count the number of letters in an alphabet by giving it dialogue where the assistant breaks down the task etc.
2024-07-27T12:29:53
https://www.reddit.com/r/LocalLLaMA/comments/1edf9st/finetuning_chain_of_thought_to_teach_new_skills/
spacebronzegoggles
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edf9st
false
null
t3_1edf9st
/r/LocalLLaMA/comments/1edf9st/finetuning_chain_of_thought_to_teach_new_skills/
false
false
self
1
null
PhD positions in NLP/Language Technology
1
[removed]
2024-07-27T12:15:37
https://www.reddit.com/r/LocalLLaMA/comments/1edf0hf/phd_positions_in_nlplanguage_technology/
daschablume
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edf0hf
false
null
t3_1edf0hf
/r/LocalLLaMA/comments/1edf0hf/phd_positions_in_nlplanguage_technology/
false
false
self
1
null
Human intervention for Agentic Workflows
6
I recently tried out OpenAGI's new human intervention feature, which enhances the accuracy of AI agents by allowing the Admin agent to ask follow-up questions during task execution. This addition significantly improves task refinement and results, making it especially useful for complex scenarios. Highly recommend chec...
2024-07-27T11:25:09
https://www.reddit.com/r/LocalLLaMA/comments/1ede52m/human_intervention_for_agentic_workflows/
trj_flash75
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ede52m
false
null
t3_1ede52m
/r/LocalLLaMA/comments/1ede52m/human_intervention_for_agentic_workflows/
false
false
https://b.thumbs.redditm…x881zhhrlP7g.jpg
6
{'enabled': False, 'images': [{'id': 'XCleBAZyZbFkQCCxDxz7Fz6fdWa58NfSGa8mr-BmOvQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/pi7UD0o9KwocYRwMa88nP46gTSevVjeY4jHfR2WNiMU.jpg?width=108&crop=smart&auto=webp&s=d367441783e04c07d4f20e4286621a510b23cc0c', 'width': 108}, {'height': 108, 'url': 'h...
⚗️ Find reusable synthetic data pipeline code and corresponding datasets on the Hugging Face Hub
1
[removed]
2024-07-27T11:09:30
https://www.reddit.com/r/LocalLLaMA/comments/1eddvob/find_reusable_synthetic_data_pipeline_code_and/
cooking-coding
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1eddvob
false
null
t3_1eddvob
/r/LocalLLaMA/comments/1eddvob/find_reusable_synthetic_data_pipeline_code_and/
false
false
self
1
{'enabled': False, 'images': [{'id': 'ipNph1hPK5yu9ghMTd2Gv5nuRi9J9d759hhCgEQxJj0', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/trZAhQ7KckXTmG_iF6UPGdGTKOzt_BJkI4V1SHk5wAQ.jpg?width=108&crop=smart&auto=webp&s=1e46b7f83ead7ab6456e0dc9e9fa682b3f1e0f8d', 'width': 108}, {'height': 116, 'url': 'h...
New commits still coming for Llama3.1 instruct model - Fixed tool calling
86
After the initial release there has been one important commit to [fix the tokenizer](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct/discussions/29), and it seems that another PR has been made to properly support tool calling: [https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct/discussions/53...
2024-07-27T11:02:47
https://www.reddit.com/r/LocalLLaMA/comments/1eddrrv/new_commits_still_coming_for_llama31_instruct/
bullerwins
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1eddrrv
false
null
t3_1eddrrv
/r/LocalLLaMA/comments/1eddrrv/new_commits_still_coming_for_llama31_instruct/
false
false
self
86
{'enabled': False, 'images': [{'id': 'a9bJyUUbL3zxuB-L4rpuMmMJY1PV66QXwx6W5wwm3jA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/dkfrmLQlKJka5HEx6MW_nDn3bTrlWJyhH-ELDuibVsU.jpg?width=108&crop=smart&auto=webp&s=dbb6b5170f0102ac6ccc0a65d30f87506af8e2c5', 'width': 108}, {'height': 116, 'url': 'h...
Can LLMs Really Build Production-Ready Apps From Scratch? discuss
50
So I've been thinking about this lately. Integrating new code into an old, messy codebase is a nightmare, but what about building something entirely new from scratch? I'm thinking about using LLMs like Sonnet, DeepSeek, or Mistral to tackle this. They seem so capable, churning out code snippets and even entire funct...
2024-07-27T10:51:40
https://www.reddit.com/r/LocalLLaMA/comments/1eddlge/can_llms_really_build_productionready_apps_from/
AdvantageDear
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1eddlge
false
null
t3_1eddlge
/r/LocalLLaMA/comments/1eddlge/can_llms_really_build_productionready_apps_from/
false
false
self
50
null
E-Marketing The best site ever
1
[removed]
2024-07-27T10:02:54
https://www.reddit.com/r/LocalLLaMA/comments/1edcv3d/emarketing_the_best_site_ever/
Local-Measurement-32
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edcv3d
false
null
t3_1edcv3d
/r/LocalLLaMA/comments/1edcv3d/emarketing_the_best_site_ever/
true
false
spoiler
1
null
E-Marketing The best site ever
1
[removed]
2024-07-27T10:02:29
https://www.reddit.com/r/LocalLLaMA/comments/1edcuvj/emarketing_the_best_site_ever/
Local-Measurement-32
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edcuvj
false
null
t3_1edcuvj
/r/LocalLLaMA/comments/1edcuvj/emarketing_the_best_site_ever/
true
false
spoiler
1
null
Strange behaviour of non-NSFW models
55
I was looking for models suitable for daily tasks like science assistant and searching things. I choose gemma-2-27b-it-Q6\_K, Hermes-2-Theta-Llama-3-8B-32k.f16 and llama3.8b.meta-llama-3.1-instruct.gguf\_v2.q8\_0. All of them have very good reviews and were high in AI rankings AND very low on UGI leaderboard. They were...
2024-07-27T09:50:57
https://www.reddit.com/r/LocalLLaMA/comments/1edcovr/strange_behaviour_of_nonnsfw_models/
TechnicalSwitch4521
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edcovr
false
null
t3_1edcovr
/r/LocalLLaMA/comments/1edcovr/strange_behaviour_of_nonnsfw_models/
false
false
nsfw
55
null
Help choosing right llm
1
[removed]
2024-07-27T09:45:11
https://www.reddit.com/r/LocalLLaMA/comments/1edclyo/help_choosing_right_llm/
ParkingBig2318
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edclyo
false
null
t3_1edclyo
/r/LocalLLaMA/comments/1edclyo/help_choosing_right_llm/
false
false
self
1
null
Rag improve similarity search
2
I am using Rag search for company accounting statements. When I ask a question about assets of a company it is mixing with assets of another company as similarity search is feeding a context part from another statement How can I improve similarity search so for example if I ask question about assets of company X only ...
2024-07-27T09:43:16
https://www.reddit.com/r/LocalLLaMA/comments/1edcl0b/rag_improve_similarity_search/
erdult
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edcl0b
false
null
t3_1edcl0b
/r/LocalLLaMA/comments/1edcl0b/rag_improve_similarity_search/
false
false
self
2
null
Do you google for programming questions/syntax reference?
5
I am a rails programmer. I get stuck on some questions which use niche libraries (Eg. hotwire-turbo in rails. Its default in rails but still niche given rails is niche now). There are no stackoverflow answers (aka google) anymore for them and even ChatGPT gives wrong answers. Do you guys still google programming qu...
2024-07-27T09:34:52
https://www.reddit.com/r/LocalLLaMA/comments/1edcgop/do_you_google_for_programming_questionssyntax/
superloser48
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edcgop
false
null
t3_1edcgop
/r/LocalLLaMA/comments/1edcgop/do_you_google_for_programming_questionssyntax/
false
false
self
5
null
old system, what to use?
4
I have an old system 32 cores 2 ghz 256 Gb ram m40 24gb 1080ti 11 gb What models would you use? Please explain im new to this. Thanks
2024-07-27T09:11:22
https://www.reddit.com/r/LocalLLaMA/comments/1edc4nr/old_system_what_to_use/
Due-Mathematician306
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1edc4nr
false
null
t3_1edc4nr
/r/LocalLLaMA/comments/1edc4nr/old_system_what_to_use/
false
false
self
4
null
I really love how Llama 3 actually asks you questions
102
After some testing of Lama 3.1 405B in Perplexity, I'm really in love with how it actually asks *me* questions sometimes. It might ask me what part of an idea I want to explore, asks me for clarification on programming issues, asks for debug output to debug a problem, it's just so refreshing from other LLMs that just a...
2024-07-27T09:03:46
https://www.reddit.com/r/LocalLLaMA/comments/1edc0si/i_really_love_how_llama_3_actually_asks_you/
DreamingInfraviolet
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1970-01-01T00:00:00
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Experiences with Athene-Llama3-70B
18
Athene-Llama3-70B (a.k.a. Athene-70B) is available for about a week. It scores really well in the Chatbot Arena and on Arena-Hard. What are your experiences with it so far? - HF: https://huggingface.co/Nexusflow/Athene-70B - Blog: https://nexusflow.ai/blogs/athene > We introduce Athene-Llama3-70B, an open-weights LL...
2024-07-27T08:57:03
https://www.reddit.com/r/LocalLLaMA/comments/1edbxd0/experiences_with_athenellama370b/
Balance-
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1970-01-01T00:00:00
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Local DeepSeeK-V2 Inference: 120 t/s for Prefill and 14 t/s for Decode w Only 21GB 4090 and 136GB DRAM, based on Transformers
132
https://preview.redd.it/…ai/ktransformers
2024-07-27T08:50:46
https://www.reddit.com/r/LocalLLaMA/comments/1edbue3/local_deepseekv2_inference_120_ts_for_prefill_and/
CombinationNo780
self.LocalLLaMA
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132
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Local DeepSeeK-V2 Inference: 120 t/s for Prefill and 14 t/s for Decode w Only 21GB 4090 and 136GB DRAM, based on Transformers
2
https://preview.redd.it/…o your projects!
2024-07-27T08:45:22
https://www.reddit.com/r/LocalLLaMA/comments/1edbrta/local_deepseekv2_inference_120_ts_for_prefill_and/
CombinationNo780
self.LocalLLaMA
1970-01-01T00:00:00
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Llama 3 models for larger context and creating a GPT
0
Hi all! I got a PC with Win10, 64GB RAM, Nvidia GeForce RTX 4070 Ti Super (16GB VRAM) and I am using AnythingLLM + Ollama + Llama 3-8b and Max Tokens set at 32k Tokens. I know that Llama 3-8b has max 8k tokens. I am trying to create individual Workspaces inside AnythingLLM (similar to GPTs from ChatGPT) to which I u...
2024-07-27T08:43:18
https://www.reddit.com/r/LocalLLaMA/comments/1edbqs5/llama_3_models_for_larger_context_and_creating_a/
eaerdiablosios
self.LocalLLaMA
1970-01-01T00:00:00
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Open Source Local DeepSeeK-V2 Copilot: 120 t/s for Prefill and 14 t/s for Decode w Only 21GB 4090 and 136GB DRAM. 3~6X faster than llama.cpp and come with Transformers/Ollama API and VS Code plugin
1
[removed]
2024-07-27T08:30:49
https://www.reddit.com/r/LocalLLaMA/comments/1edbkg8/open_source_local_deepseekv2_copilot_120_ts_for/
CombinationNo780
self.LocalLLaMA
1970-01-01T00:00:00
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1
null
Open Source Local DeepSeeK-V2 Copilot: 120 t/s for Prefill and 14 t/s for Decode w Only 21GB 4090 and 136GB DRAM. 3~6X faster than llama.cpp and come with Transformers/Ollama API and VS Code plugin
1
[removed]
2024-07-27T08:25:56
https://www.reddit.com/r/LocalLLaMA/comments/1edbhy8/open_source_local_deepseekv2_copilot_120_ts_for/
CombinationNo780
self.LocalLLaMA
1970-01-01T00:00:00
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https://b.thumbs.redditm…6OH0QHZDiWDE.jpg
1
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Open Source Local DeepSeeK-V2 Copilot: 120 t/s for Prefill and 14 t/s for Decode w Only 21GB 4090 and 136GB DRAM. 3~6X faster than llama.cpp and come with Transformers/Ollama API and VS Code plugin
1
[removed]
2024-07-27T08:22:29
https://www.reddit.com/r/LocalLLaMA/comments/1edbg8s/open_source_local_deepseekv2_copilot_120_ts_for/
CombinationNo780
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https://b.thumbs.redditm…6OH0QHZDiWDE.jpg
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Vibes over questionably reported benchmarks any day of the week
1
2024-07-27T07:58:19
https://i.redd.it/o5lr9wjhp0fd1.png
NixTheFolf
i.redd.it
1970-01-01T00:00:00
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1edb42c
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https://b.thumbs.redditm…0gf-p8J_YsEA.jpg
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Few quite advanced (for me) questions on LM Studio
9
Hello, I have a few questions on LM Studio. 1) Is it possibile to enable KV cache quantization (see: [https://www.reddit.com/r/LocalLLaMA/comments/1dalkm8/memory\_tests\_using\_llamacpp\_kv\_cache\_quantization/](https://www.reddit.com/r/LocalLLaMA/comments/1dalkm8/memory_tests_using_llamacpp_kv_cache_quantization/) )...
2024-07-27T07:51:50
https://www.reddit.com/r/LocalLLaMA/comments/1edb0uh/few_quite_advanced_for_me_questions_on_lm_studio/
Rick_06
self.LocalLLaMA
1970-01-01T00:00:00
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Any open source AI shopping assistant?
2
Title. Is there anything like that out there? I hate any kind of shopping, even online. I'd like if there was an agent, that I can put loose online, to list available models of e.g. sonic toothbrush in my area or main online retailers. It should produce the database with details on both the sellers, as well as the pr...
2024-07-27T07:35:26
https://www.reddit.com/r/LocalLLaMA/comments/1edasl1/any_open_source_ai_shopping_assistant/
MrVodnik
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1970-01-01T00:00:00
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