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Synthetic Intelligent Agent (SynthIA) | 1 | [removed] | 2023-10-26T05:55:13 | https://www.reddit.com/r/LocalLLaMA/comments/17gpop8/synthetic_intelligent_agent_synthia/ | migtissera | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gpop8 | false | null | t3_17gpop8 | /r/LocalLLaMA/comments/17gpop8/synthetic_intelligent_agent_synthia/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'KJfmm8_w8Xzvhy2uLQ4qMT5g4G5IKvaoUTPuP9grdeg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/auy4C6mLy426Ik9mpWUqdYcvUWDkKKG5tK8qs4vNzZA.jpg?width=108&crop=smart&auto=webp&s=ef46686f5f0757f4ad3b2116194d777a506816d3', 'width': 108}, {'height': 116, 'url': 'h... |
CLEX: Continuous Length Extrapolation for Large Language Models | 19 | https://arxiv.org/abs/2310.16450
>We demonstrate that CLEX can be *seamlessly incorporated into LLMs equipped with Rotary Position Embedding, such as LLaMA* and GPT-NeoX, with *negligible impact on training and inference latency*. Experimental results reveal that CLEX can effectively *extend the context window to over... | 2023-10-26T05:52:10 | https://www.reddit.com/r/LocalLLaMA/comments/17gpn6j/clex_continuous_length_extrapolation_for_large/ | starstruckmon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gpn6j | false | null | t3_17gpn6j | /r/LocalLLaMA/comments/17gpn6j/clex_continuous_length_extrapolation_for_large/ | false | false | self | 19 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/izh8gZHY4FqZ1nwtU1N_TjtohUCNuvTyMn90toXda80.jpg?width=108&crop=smart&auto=webp&s=bc9575b410002edc2df3c5b5b0355fefedc7baa8', 'width': 108}, {'height': 126, 'url': 'h... |
23[F4M] Feeling horny at the moment, any hard dick available for my to suck and ride? | 0 | DM | 2023-10-26T05:10:31 | https://www.reddit.com/r/LocalLLaMA/comments/17gp0rw/23f4m_feeling_horny_at_the_moment_any_hard_dick/ | MajorAccording5812 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gp0rw | false | null | t3_17gp0rw | /r/LocalLLaMA/comments/17gp0rw/23f4m_feeling_horny_at_the_moment_any_hard_dick/ | false | false | self | 0 | null |
Jina AI Launches World's First Open-Source 8K Text Embedding, Rivaling OpenAI | 5 | 2023-10-26T05:05:47 | https://jina.ai/news/jina-ai-launches-worlds-first-open-source-8k-text-embedding-rivaling-openai/?123 | ninjasaid13 | jina.ai | 1970-01-01T00:00:00 | 0 | {} | 17goy9r | false | null | t3_17goy9r | /r/LocalLLaMA/comments/17goy9r/jina_ai_launches_worlds_first_opensource_8k_text/ | false | false | 5 | {'enabled': False, 'images': [{'id': 'QK3ExLbhFbEXVQbeJRDKAdg79ckCbm1xYdVMp33PhaA', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/am6DCapJkLbXN7sKc4RCDkkbymFhoqzXylmXMtbBaHI.jpg?width=108&crop=smart&auto=webp&s=4bb7d9a6fdd87b43875881babda703a3d5f1dc05', 'width': 108}, {'height': 112, 'url': 'h... | ||
Model parallel is inefficient for extending context of LLM inference? | 6 | I run Llama-2-13B on one A100 80G with \`dtype=bfloat16\`, so model itself occupied about 26G. Without any memory efficient technique like flash attention, I encountered out of memery error when the context length reached about 9K.
If I have two A100 80G and apply model parallel, the model occupies 13G on each GPU. Co... | 2023-10-26T04:53:00 | https://www.reddit.com/r/LocalLLaMA/comments/17gor2u/model_parallel_is_inefficient_for_extending/ | ListenProfessional47 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gor2u | false | null | t3_17gor2u | /r/LocalLLaMA/comments/17gor2u/model_parallel_is_inefficient_for_extending/ | false | false | self | 6 | null |
Has Anyone Managed to Run LocalLlama on a MacBook Air M1 with an RTX 3090 eGPU? | 3 | Hello everyone,
I'm considering the feasibility of using an RTX 3090 as an eGPU with my MacBook Air M1, primarily for running LocalLlama. I realize this setup might not be plug-and-play, but I'm eager to know if anyone has figured out a way to make it work. Please share your insights, experiences, and suggestions for ... | 2023-10-26T04:17:58 | https://www.reddit.com/r/LocalLLaMA/comments/17go6fk/has_anyone_managed_to_run_localllama_on_a_macbook/ | yaseenox | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17go6fk | false | null | t3_17go6fk | /r/LocalLLaMA/comments/17go6fk/has_anyone_managed_to_run_localllama_on_a_macbook/ | false | false | self | 3 | null |
Poe hackathon - SF bay area Nov 4 | 1 | So, let's say you hosted some of these cool new mini LLaMA models as a bot on poe.com? Are there any cool things you could do? How about using their new monetization features?
There's a Poe hackathon in the SF bay area on 11/4 (https://quorablog.quora.com/Introducing-creator-monetization-for-Poe). It's really short, f... | 2023-10-26T04:06:40 | https://www.reddit.com/r/LocalLLaMA/comments/17gnzpo/poe_hackathon_sf_bay_area_nov_4/ | YoureMyFavoriteOne | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gnzpo | false | null | t3_17gnzpo | /r/LocalLLaMA/comments/17gnzpo/poe_hackathon_sf_bay_area_nov_4/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'ov_9g85YrlJybPanwpceEv90BcsW71UDr0HFRzHMams', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/Zl7EsA-At4Q67AIV7_qs-SrvrUbWR2C2rDzqgcz3Ve0.jpg?width=108&crop=smart&auto=webp&s=2d597f24eb03c196ab79cc5d5614f481088bb8f7', 'width': 108}, {'height': 121, 'url': 'h... |
Transformers Backend Optimizations Inside Oobabooga | 4 | I have been performing some tests with the .generate() method in the transformers backend. I have noticed whenever I call .generate() on a model manually inside a notebook, the inference is significantly slower than the inference using oobabooga.
I am using the same model (open orca 7B), with the same prompt for both ... | 2023-10-26T03:28:54 | https://www.reddit.com/r/LocalLLaMA/comments/17gncau/transformers_backend_optimizations_inside/ | FrostyContribution35 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gncau | false | null | t3_17gncau | /r/LocalLLaMA/comments/17gncau/transformers_backend_optimizations_inside/ | false | false | self | 4 | null |
How I trained an AI on my text messages to make a robot that talks like me | 111 | 2023-10-26T02:59:00 | https://www.linkedin.com/pulse/how-i-trained-ai-my-text-messages-make-robot-talks-like-eric-polewski-9nu1c/ | LetMeGuessYourAlts | linkedin.com | 1970-01-01T00:00:00 | 0 | {} | 17gmrns | false | null | t3_17gmrns | /r/LocalLLaMA/comments/17gmrns/how_i_trained_an_ai_on_my_text_messages_to_make_a/ | false | false | 111 | {'enabled': False, 'images': [{'id': 'YcmP-ZvciIBGWoa5RKrHjGsPmyEUQBnYQCJQn1lzLlc', 'resolutions': [{'height': 45, 'url': 'https://external-preview.redd.it/SpNGACMM2u5RsMddxNrGVL---CU0wGzRvCDTAiOT2pc.jpg?width=108&crop=smart&auto=webp&s=ce7210a61e064f2050151701403e5600631c5624', 'width': 108}, {'height': 91, 'url': 'ht... | ||
Is this written by llama 0.5 ? | 1 | 2023-10-26T02:22:14 | Feztopia | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 17gm0fx | false | null | t3_17gm0fx | /r/LocalLLaMA/comments/17gm0fx/is_this_written_by_llama_05/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'uDn_SHZZQ4xmBgzbogHJcttzBQWZ61_UtqLWT65rWu0', 'resolutions': [{'height': 168, 'url': 'https://preview.redd.it/6semm8lyigwb1.jpg?width=108&crop=smart&auto=webp&s=e932e5f7a708ec3669aa540ccd3c0545572ee8e8', 'width': 108}, {'height': 337, 'url': 'https://preview.redd.it/6semm8lyigwb1.jp... | |||
Jumping into this world without any real experience. | 0 | I have been in IT for 30 years. I was just laid off this week. In my last job I architected gen Ai in the cloud but want to get a better understanding of this technology.
I have an AMD 5900x with 128GB of ram. I have a rtx 3050 and will soon install a 4060 ti 16G. 8TB of NVME and 4TB of ssd. My plan is to use... | 2023-10-26T02:04:29 | https://www.reddit.com/r/LocalLLaMA/comments/17glnxy/jumping_into_this_world_without_any_real/ | paulk1997 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17glnxy | false | null | t3_17glnxy | /r/LocalLLaMA/comments/17glnxy/jumping_into_this_world_without_any_real/ | false | false | self | 0 | null |
I have a dataset of around 100 stories, each around 1000-2000 words each. Can I train a model to generate new stories in similar style and content? | 51 | I have a library of 100 stories each around ~1-2k words long, that I curated over the years, and would like to generate additional content similar to those stories using local models.
i currently have a 16GB 3080 laptop which I successfully ran 13b models for simple chatting and Q&A inferencing, but would like to uti... | 2023-10-26T01:32:43 | https://www.reddit.com/r/LocalLLaMA/comments/17gl1fl/i_have_a_dataset_of_around_100_stories_each/ | thatavidreadertrue | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gl1fl | false | null | t3_17gl1fl | /r/LocalLLaMA/comments/17gl1fl/i_have_a_dataset_of_around_100_stories_each/ | false | false | self | 51 | null |
I somehow uninstalled something and now Local LLMs don't work... | 1 | Any help appreciated. I'm trying to figure out what the heck I uninstalled that caused all of my local LLM's to not work.
I was ironically clearing out space to download models, and deleting things like the cache from yaml, xcode, etc. I tried to reinstall Xcode, but I uninstalled a couple things and I don't really k... | 2023-10-26T01:25:35 | https://www.reddit.com/r/LocalLLaMA/comments/17gkw7n/i_somehow_uninstalled_something_and_now_local/ | juice_cane | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gkw7n | false | null | t3_17gkw7n | /r/LocalLLaMA/comments/17gkw7n/i_somehow_uninstalled_something_and_now_local/ | false | false | self | 1 | null |
For those here who use CharacterAI.... | 1 | Just wanted to share an uncensored CharacterAI sub where you can post all your NSFW and generally crazy things the bots say...
https://www.reddit.com/r/CharacterAiUncensored/ | 2023-10-26T01:24:48 | https://www.reddit.com/r/LocalLLaMA/comments/17gkvor/for_those_here_who_use_characterai/ | Earthling_April | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gkvor | false | null | t3_17gkvor | /r/LocalLLaMA/comments/17gkvor/for_those_here_who_use_characterai/ | false | false | self | 1 | null |
Can computer program and it's English language description be automatically generated by LLMs which can be fed to itself to further better generate (program, description) pairings sort of like MuZero self play way of bootstrapping itself? | 3 | It's like LLMs will be discovering programming lego blocks by being able to correctly expand the program AST. Maybe pseudo code could help in such a process. Running generated programs in sandbox to test correctness. | 2023-10-26T00:39:35 | https://www.reddit.com/r/LocalLLaMA/comments/17gjzzv/can_computer_program_and_its_english_language/ | Easy_Butterfly2125 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gjzzv | false | null | t3_17gjzzv | /r/LocalLLaMA/comments/17gjzzv/can_computer_program_and_its_english_language/ | false | false | self | 3 | null |
With all these models coming out, would it be of interest to create an informal 'benchmark'? | 2 | I'M SORRY THE QUESTION IS SO STUPID LMAO
\---
Here's a fun question I posed to the AI:
\> Assume the following is true:
\> Peter is a nice person. All nice people are composed of cinnamon.
\> Is it true, then, to say, that therefore, "Peter is made of cinnamon"?
GPT-3 refused to answer the affirmative, claiming ... | 2023-10-26T00:36:01 | https://www.reddit.com/r/LocalLLaMA/comments/17gjxif/with_all_these_models_coming_out_would_it_be_of/ | bearbarebere | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gjxif | false | null | t3_17gjxif | /r/LocalLLaMA/comments/17gjxif/with_all_these_models_coming_out_would_it_be_of/ | false | false | self | 2 | null |
Seeking front-end solutions for a remote LLM server handling document processing | 2 | Hi everyone,
I've set up a local LLM server running on a Linux machine, equipped with a dedicated GPU. My goal is to use it as an inference server. I plan to access it from several clients using MacOS, Windows and other Linux machines. Checking for the options to run the server I'd be able to execute Mistral or Llama... | 2023-10-25T23:50:27 | https://www.reddit.com/r/LocalLLaMA/comments/17gizl1/seeking_frontend_solutions_for_a_remote_llm/ | elsatch | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gizl1 | false | null | t3_17gizl1 | /r/LocalLLaMA/comments/17gizl1/seeking_frontend_solutions_for_a_remote_llm/ | false | false | self | 2 | null |
Question about cuBlas and CUDA version in llama.cpp for Windows and Linux | 3 | Out on the bleeding edge, sometimes features grow faster than documentation, and I think this subreddit is one of the best places to ask questions, so here goes.
Reading through the main Github page for llama.cpp I was pleasantly surprised to read that builds now include pre-compiled [Windows distributions](https://gi... | 2023-10-25T23:48:04 | https://www.reddit.com/r/LocalLLaMA/comments/17gixqk/question_about_cublas_and_cuda_version_in/ | ResearchTLDR | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gixqk | false | null | t3_17gixqk | /r/LocalLLaMA/comments/17gixqk/question_about_cublas_and_cuda_version_in/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'DJPqvteONpGwVVw6LzaG6b8vlDa2rv2hETCaqe0z57s', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/wyCM1fHzTa-IIqHgS1QTxdSYNXn668elDj0WmYMPf_k.jpg?width=108&crop=smart&auto=webp&s=d6fa197328d583bcae7a764b40fd1214265b6852', 'width': 108}, {'height': 108, 'url': 'h... |
Getting started with ChatGPT4All | 0 | I downloaded ChatGPT4All and downloaded one of the cores they have, but I can't get the program to do anything. Any input is responded to with a never ending string of #s.
What do I need to be putting in the system prompt and prompt template fields to make it work?
For context I'm looking for an ERP replacement for M... | 2023-10-25T22:08:21 | https://www.reddit.com/r/LocalLLaMA/comments/17ggmb0/getting_started_with_chatgpt4all/ | throwaway899495 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ggmb0 | false | null | t3_17ggmb0 | /r/LocalLLaMA/comments/17ggmb0/getting_started_with_chatgpt4all/ | false | false | self | 0 | null |
Llama.cpp is slower on Iris Xe GPU than on CPU | 8 | I've compiled llama.cpp for both CPU only and another version with ClBlast support for Intel Iris Xe on my laptop Dell 5320 i5-1135G7 Iris Xe graphics with 8gb of shared RAM. For Mistral 7b q4 CPU only I got 4 to 6 tokens per second, whereas the same model with support for the Iris Xe I got less than 1.5-2.5 tokens per... | 2023-10-25T21:11:33 | https://www.reddit.com/r/LocalLLaMA/comments/17gf824/llamacpp_is_slower_on_iris_xe_gpu_than_on_cpu/ | thedatawhiz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gf824 | false | null | t3_17gf824 | /r/LocalLLaMA/comments/17gf824/llamacpp_is_slower_on_iris_xe_gpu_than_on_cpu/ | false | false | self | 8 | null |
First OS embedding model with 8k context | 90 | Jinai AI just open sourced the first embedding model with 8k context length.
They claim similar performance to openai's text-embedding-ada-002
They released two sizes: base (0.27GB) and small (0.07G)
Blog post:
https://jina.ai/news/jina-ai-launches-worlds-first-open-source-8k-text-embedding-rivaling-openai/?123
H... | 2023-10-25T20:54:38 | https://www.reddit.com/r/LocalLLaMA/comments/17getf1/first_os_embedding_model_with_8k_context/ | Amgadoz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17getf1 | false | null | t3_17getf1 | /r/LocalLLaMA/comments/17getf1/first_os_embedding_model_with_8k_context/ | false | false | self | 90 | {'enabled': False, 'images': [{'id': 'QK3ExLbhFbEXVQbeJRDKAdg79ckCbm1xYdVMp33PhaA', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/am6DCapJkLbXN7sKc4RCDkkbymFhoqzXylmXMtbBaHI.jpg?width=108&crop=smart&auto=webp&s=4bb7d9a6fdd87b43875881babda703a3d5f1dc05', 'width': 108}, {'height': 112, 'url': 'h... |
How much data do I need to feed a model to notice a difference? | 12 | Hi everyone, I apologize if this questions seems a bit odd, still learning.
If I take a model, let’s say Mistral 7b, and I want to train and fine tune it, how much data do I need to feed it to notice a difference from the base?
Let’s say as an example I want to feed it all my text messages, so it can respond to text ... | 2023-10-25T18:21:58 | https://www.reddit.com/r/LocalLLaMA/comments/17gbdy1/how_much_data_do_i_need_to_feed_a_model_to_notice/ | Slimxshadyx | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gbdy1 | false | null | t3_17gbdy1 | /r/LocalLLaMA/comments/17gbdy1/how_much_data_do_i_need_to_feed_a_model_to_notice/ | false | false | self | 12 | null |
function calling strategies? fine-tuned models vs prompt engineering? | 10 | Hi,
I'm very interested in function calling patterns. Currently I am using the guidance library with a template that enforces a function calling pattern. This works... ok. But I think I would get better results from a model that is fine-tuned on a function calling pattern.
Are there models like this? Even better, are... | 2023-10-25T17:52:29 | https://www.reddit.com/r/LocalLLaMA/comments/17gaq9j/function_calling_strategies_finetuned_models_vs/ | its_just_andy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gaq9j | false | null | t3_17gaq9j | /r/LocalLLaMA/comments/17gaq9j/function_calling_strategies_finetuned_models_vs/ | false | false | self | 10 | null |
Looking for research participants for a paid study on AI characters! | 2 | Hi everyone! I am working on a design research project and we're trying to learn more about the world of conversational AI characters. If you or someone you know might be interested in this you can share your thoughts in this survey for a chance to join a paid research study!
Here's the link --> https://qualtricsxmdb8... | 2023-10-25T17:39:33 | https://www.reddit.com/r/LocalLLaMA/comments/17gafrb/looking_for_research_participants_for_a_paid/ | Curious_Star_9803 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gafrb | false | null | t3_17gafrb | /r/LocalLLaMA/comments/17gafrb/looking_for_research_participants_for_a_paid/ | false | false | self | 2 | null |
How can I make the model to produce longer replies | 1 | What If I want an essay on
write an essay about bill gates buisness and biography whatever but it must be over 5000 words
but it always get cut off around 800 words. I have played around some setting and it is still not working
https://preview.redd.it/9z1wmamjvdwb1.png?width=1866&format=png&auto=webp&s=d3821... | 2023-10-25T17:27:32 | https://www.reddit.com/r/LocalLLaMA/comments/17ga5nh/how_can_i_make_the_model_to_produce_longer_replies/ | _Sneaky_Bastard_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ga5nh | false | null | t3_17ga5nh | /r/LocalLLaMA/comments/17ga5nh/how_can_i_make_the_model_to_produce_longer_replies/ | false | false | 1 | null | |
Why use one quant format over another? | 5 | Why would i use gptq over awq or llamacpp? For example i can load 8bit models with autogptq without exllama. I can only load 4bit gptq models with exllama. But exllama is faster than autogptq. Llamacpp supports 4bit and 8 bit but isnt the fastest either. None of these support sliding window attention. What do yall use? | 2023-10-25T16:47:28 | https://www.reddit.com/r/LocalLLaMA/comments/17g9880/why_use_one_quant_format_over_another/ | klop2031 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17g9880 | false | null | t3_17g9880 | /r/LocalLLaMA/comments/17g9880/why_use_one_quant_format_over_another/ | false | false | self | 5 | null |
So what will happen if I use four 3090 without nvlink | 2 | I am going to buy a x99 motherboard and it doesn't support nvlink. If this limit the performance of LLM inference and what speed it would reach? All the cards are on PCI-E 3.0 x16.
p.s. I want to use Falcon 180B in Q4_K_M which is around 110GB | 2023-10-25T16:38:44 | https://www.reddit.com/r/LocalLLaMA/comments/17g90xv/so_what_will_happen_if_i_use_four_3090_without/ | MarySmith2021 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17g90xv | false | null | t3_17g90xv | /r/LocalLLaMA/comments/17g90xv/so_what_will_happen_if_i_use_four_3090_without/ | false | false | self | 2 | null |
Llama-cpp-Python, temperature 0 ans still different outputs | 5 | Hello,
I am using llama-cpp-python and when I am trying to use a downloaded pre-trained model by setting a fixed seed and temp=0.0, I still get different outputs from the same input.
Any clue about that ? I expected temp=0.0 to have a greedy behaviour. | 2023-10-25T16:32:35 | https://www.reddit.com/r/LocalLLaMA/comments/17g8vvk/llamacpppython_temperature_0_ans_still_different/ | Percolation_X | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17g8vvk | false | null | t3_17g8vvk | /r/LocalLLaMA/comments/17g8vvk/llamacpppython_temperature_0_ans_still_different/ | false | false | self | 5 | null |
Usage of local llama? | 1 | [removed] | 2023-10-25T16:23:42 | https://www.reddit.com/r/LocalLLaMA/comments/17g8oef/usage_of_local_llama/ | dustinChen93 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17g8oef | false | null | t3_17g8oef | /r/LocalLLaMA/comments/17g8oef/usage_of_local_llama/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'SzLOgYs_QNumRCqQFKoFQVLdSb8MiVKtHYIKRjsNThg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/39Y3N7lcV_w48CUbPi8s7n5cm4hSIfP9OGRlg3MsHSE.jpg?width=108&crop=smart&auto=webp&s=71a09220fc0c049bd2de79dfaa863e5be594d568', 'width': 108}, {'height': 216, 'url': '... |
Why "Of course! Kickball is a fun..." ? Did they just trained on the bench answers from GPT-4? | 16 | Question No.3, AlpacaEval:
Hi, my sister and her girlfriends want me to play kickball with them. Can you explain how the game is played?
https://preview.redd.it/jr5wnyuwidwb1.png?width=1266&format=png&auto=webp&s=cead58530b406bd91b1081517b23b0713bc54e01 | 2023-10-25T16:19:14 | https://www.reddit.com/r/LocalLLaMA/comments/17g8klb/why_of_course_kickball_is_a_fun_did_they_just/ | No-Link-2778 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17g8klb | false | null | t3_17g8klb | /r/LocalLLaMA/comments/17g8klb/why_of_course_kickball_is_a_fun_did_they_just/ | false | false | 16 | null | |
Local Lamma with 4~5x crossfire of Radeon 580 | 6 | Hello guys, recently with the lower price for GFX cards, i thought it would be easier to build an good rig for LLM coding
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The question is, would it be possible to crossfire the 5 cards i will have and achiieve good inference with the top models like 74b models? Wizardcoder74b
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I... | 2023-10-25T16:11:38 | https://www.reddit.com/r/LocalLLaMA/comments/17g8edb/local_lamma_with_45x_crossfire_of_radeon_580/ | NecessaryPreference6 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17g8edb | false | null | t3_17g8edb | /r/LocalLLaMA/comments/17g8edb/local_lamma_with_45x_crossfire_of_radeon_580/ | false | false | self | 6 | null |
Why you are here? | 17 | I would like to know your motivations on the subject. It is always interesting.
[View Poll](https://www.reddit.com/poll/17g7ko9) | 2023-10-25T15:35:56 | https://www.reddit.com/r/LocalLLaMA/comments/17g7ko9/why_you_are_here/ | M2_Ultra | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17g7ko9 | false | null | t3_17g7ko9 | /r/LocalLLaMA/comments/17g7ko9/why_you_are_here/ | false | false | self | 17 | null |
Play with AI Model (Mistral, llama2) in the browser with webgpu | 1 | [removed] | 2023-10-25T15:14:54 | https://www.reddit.com/r/LocalLLaMA/comments/17g73o4/play_with_ai_model_mistral_llama2_in_the_browser/ | gptgpt1234 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17g73o4 | false | null | t3_17g73o4 | /r/LocalLLaMA/comments/17g73o4/play_with_ai_model_mistral_llama2_in_the_browser/ | false | false | self | 1 | null |
How to run functions from LLM output? | 6 | For example, If I wanted to ask for the weather from the LLM, the LLM does not know the weather but from that question how do I get it to call a function to display the weather. I believe ChatGPT has this already but how do we do it in the LLM world? | 2023-10-25T15:10:39 | https://www.reddit.com/r/LocalLLaMA/comments/17g709n/how_to_run_functions_from_llm_output/ | SatoshiReport | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17g709n | false | null | t3_17g709n | /r/LocalLLaMA/comments/17g709n/how_to_run_functions_from_llm_output/ | false | false | self | 6 | null |
I came from /selfhosted | 0 | Better to land here from APIdrawner maybe ❤️ | 2023-10-25T14:47:29 | https://www.reddit.com/r/LocalLLaMA/comments/17g6hrn/i_came_from_selfhosted/ | fab_space | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17g6hrn | false | null | t3_17g6hrn | /r/LocalLLaMA/comments/17g6hrn/i_came_from_selfhosted/ | false | false | spoiler | 0 | null |
2024: Small Models Will Be Insane | 186 | Google Gemini and GPT-5 will most likely be God Tier at creating synthetic data. These will be used extensively for creating amazing datasets which will be significantly higher quality than what we can make now.
Combine that with all of the research Big Tech has been releasing over 2023, I predict we'll have 33b mode... | 2023-10-25T14:44:32 | https://www.reddit.com/r/LocalLLaMA/comments/17g6fgk/2024_small_models_will_be_insane/ | FuckShitFuck223 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17g6fgk | false | null | t3_17g6fgk | /r/LocalLLaMA/comments/17g6fgk/2024_small_models_will_be_insane/ | false | false | self | 186 | null |
OOM Error while using TRL for RLHF Fine-tuning | 4 | Hi,
I am using TRL for RLHF fine-tuning the Llama-2-7B model and getting an OOM error (even with batch\_size=1). If anyone used TRL for RLHF can please tell me what I am doing wrong? Code details can be found in the GitHub [issue](https://github.com/huggingface/trl/issues/899). | 2023-10-25T12:38:54 | https://www.reddit.com/r/LocalLLaMA/comments/17g3suz/oom_error_while_using_trl_for_rlhf_finetuning/ | ali0100u | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17g3suz | false | null | t3_17g3suz | /r/LocalLLaMA/comments/17g3suz/oom_error_while_using_trl_for_rlhf_finetuning/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'O7Pw49scKRZmQEiTOyE73M9rQ6AOo_4mklC7Eo0CbaU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/om6Knjvep1j4G0cbDi-LUisSWOnA7Q7vLZnAfoAfP1w.jpg?width=108&crop=smart&auto=webp&s=61e6c50fb6f03abe3ae256dae7f8464ae360d55d', 'width': 108}, {'height': 108, 'url': 'h... |
How to download models easily from HuggingFace? | 15 | I'm looking for a simple way to download models (GPTQ, AWQ, GGUF), such that the command
* is idempotent (on repeated runs it checks if file is already downloaded correctly, e.g. checksum)
* supports resume (interrupted download is likely)
* can download a list of files (e.g. GPTQ)
* when remote is changed, it is dow... | 2023-10-25T12:38:42 | https://www.reddit.com/r/LocalLLaMA/comments/17g3sq4/how_to_download_models_easily_from_huggingface/ | GeniusPengiun | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17g3sq4 | false | null | t3_17g3sq4 | /r/LocalLLaMA/comments/17g3sq4/how_to_download_models_easily_from_huggingface/ | false | false | self | 15 | null |
Multiple weak GPUs vs one bigger one, does anyone have a comparison? | 15 | I just started looking into runing llama/vikuna locally and cant find much info on this topic. The main problem seems to be amout of VRAM, but it seems i can use multipme GPUs ...
so naturally i'm thinking, is there any big difference in performance that new gpu can provide? did anyone compare eg. 3090 24GB with 3x RX5... | 2023-10-25T11:47:23 | https://www.reddit.com/r/LocalLLaMA/comments/17g2vjq/multiple_weak_gpus_vs_one_bigger_one_does_anyone/ | ghormoon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17g2vjq | false | null | t3_17g2vjq | /r/LocalLLaMA/comments/17g2vjq/multiple_weak_gpus_vs_one_bigger_one_does_anyone/ | false | false | self | 15 | null |
Adversarial Reinforcement Learning | 10 | [https://github.com/EzgiKorkmaz/adversarial-reinforcement-learning](https://github.com/EzgiKorkmaz/adversarial-reinforcement-learning) | 2023-10-25T10:12:39 | https://www.reddit.com/r/LocalLLaMA/comments/17g1fio/adversarial_reinforcement_learning/ | ml_dnn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17g1fio | false | null | t3_17g1fio | /r/LocalLLaMA/comments/17g1fio/adversarial_reinforcement_learning/ | false | false | self | 10 | {'enabled': False, 'images': [{'id': '5N3MoARFfZyWaKL1u7akTUa4AuVRG4tk38RcGMcLxCE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Z0j9dBbW63ClzWufBpwJBHGcWXbmya-0hRwGAxKJLbU.jpg?width=108&crop=smart&auto=webp&s=9c69502b3f5aaa0bfd533fa5eca15ccde0b6ce3f', 'width': 108}, {'height': 108, 'url': 'h... |
Strange Llama responses | 0 | First off - love this community. Such a great resource and everyone is so helpful! I'm the co-founder of a Mac app called [Odyssey](https://odysseyapp.io/). The basic concept is that you can connect and run multiple AI models without a single line of code. Think a much simpler version of ComfyUI for Stable Diffusion co... | 2023-10-25T09:56:50 | https://www.reddit.com/r/LocalLLaMA/comments/17g17ek/strange_llama_responses/ | creatorai | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17g17ek | false | null | t3_17g17ek | /r/LocalLLaMA/comments/17g17ek/strange_llama_responses/ | false | false | 0 | null | |
Best Local LLM For low end device coding | 3 | Hey i am new to LLM aka noob. i wanna run a local LLM on my nvidia-1650-mobile with 4gb of vram on my hp-pavilion with 8gb of ram. i am constantly traveling and want a ai Model to help me around with coding and troubleshooting. | 2023-10-25T09:42:31 | https://www.reddit.com/r/LocalLLaMA/comments/17g10kg/best_local_llm_for_low_end_device_coding/ | Low-Plastic-2399 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17g10kg | false | null | t3_17g10kg | /r/LocalLLaMA/comments/17g10kg/best_local_llm_for_low_end_device_coding/ | false | false | self | 3 | null |
Qwen 14B Chat is *insanely* good. And with prompt engineering, it's no holds barred. | 348 | 2023-10-25T08:10:32 | https://huggingface.co/Qwen/Qwen-14B-Chat | BayesMind | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 17fztds | false | null | t3_17fztds | /r/LocalLLaMA/comments/17fztds/qwen_14b_chat_is_insanely_good_and_with_prompt/ | false | false | 348 | {'enabled': False, 'images': [{'id': 'cK1ZgUPo0RQmtqY6ZJm-P_OIm326pcmEzYDodKQ0esk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/nWuqrBhfv22CqmhfGDMmiL3OW1shTNYb_2o03oBB6X0.jpg?width=108&crop=smart&auto=webp&s=e2ab77383d908d049bfebbfc2738f5fd7ddbd50c', 'width': 108}, {'height': 116, 'url': 'h... | ||
I guess it's finally time for me to learn what I am doing. Any recommendations for videos and other resources to start digging deeper? | 23 | I have a rough grasp on the basic theory, but I'm ready to go much deeper.
Looking for YouTube channels and other resources that can get me up to speed of the more technical aspects and give me a better understanding of the the various settings and other parameters I've been 'trial and erroring' my way through up to n... | 2023-10-25T07:03:48 | https://www.reddit.com/r/LocalLLaMA/comments/17fyxxi/i_guess_its_finally_time_for_me_to_learn_what_i/ | Boring_Isopod2546 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fyxxi | false | null | t3_17fyxxi | /r/LocalLLaMA/comments/17fyxxi/i_guess_its_finally_time_for_me_to_learn_what_i/ | false | false | self | 23 | null |
Would people use a feature where you can call your custom characters on the phone? | 6 | Hey everyone! I've been working on a website called Textation, where users can create their own chatbot characters.
The newest feature I just finished (and seeking feedback on) is the ability for users to actually call their bots on the phone.
They remember previous conversations, just like if you were chatting on ... | 2023-10-25T06:17:04 | https://www.reddit.com/r/LocalLLaMA/comments/17fyape/would_people_use_a_feature_where_you_can_call/ | claygraffix | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fyape | false | null | t3_17fyape | /r/LocalLLaMA/comments/17fyape/would_people_use_a_feature_where_you_can_call/ | false | false | self | 6 | null |
Finetune codellama for code completion task on specific programming language | 18 | Hello, guys here. I want to finetune codellama for a minor programming language and hope the fine-tuned model could perform well in code completion task just like copilot, where I give you the code context, the model finish the rest. But I am confused about the training process, should I finetune or pretrain? If I choo... | 2023-10-25T05:14:37 | https://www.reddit.com/r/LocalLLaMA/comments/17fxdmc/finetune_codellama_for_code_completion_task_on/ | Apprehensive_Hawk812 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fxdmc | false | null | t3_17fxdmc | /r/LocalLLaMA/comments/17fxdmc/finetune_codellama_for_code_completion_task_on/ | false | false | self | 18 | null |
Seeking Advice: Cost-Efficient Way to Generate Descriptions for 100 Million Images with LLaVa? | 1 | [removed] | 2023-10-25T04:46:52 | https://www.reddit.com/r/LocalLLaMA/comments/17fwy3e/seeking_advice_costefficient_way_to_generate/ | JackiJumper | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fwy3e | false | null | t3_17fwy3e | /r/LocalLLaMA/comments/17fwy3e/seeking_advice_costefficient_way_to_generate/ | false | false | self | 1 | null |
Any thoughts on how the co-pilots are being built for Microsoft Office 365 or other similar apps? | 2 | Wondering if Microsoft Office co-pilot and similar co-pilot applications are being built on LLMs as is or fine-tuned models for specific tasks? | 2023-10-25T03:23:06 | https://www.reddit.com/r/LocalLLaMA/comments/17fvht0/any_thoughts_on_how_the_copilots_are_being_built/ | neuro_boogie | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fvht0 | false | null | t3_17fvht0 | /r/LocalLLaMA/comments/17fvht0/any_thoughts_on_how_the_copilots_are_being_built/ | false | false | self | 2 | null |
How to quickly and easily run an automated "Political Compass" test on your local llama? | 1 | 2023-10-25T02:56:56 | innocuousAzureus | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 17fuzy5 | false | null | t3_17fuzy5 | /r/LocalLLaMA/comments/17fuzy5/how_to_quickly_and_easily_run_an_automated/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'JgO4ZA0zvR8L_DQGcyBOzG6Qji4NBE2Y7tOXFCDe_yQ', 'resolutions': [{'height': 135, 'url': 'https://preview.redd.it/40u6kna3k9wb1.png?width=108&crop=smart&auto=webp&s=7218e0fc405c6cfb0aeb97aabaf168d26895d553', 'width': 108}, {'height': 270, 'url': 'https://preview.redd.it/40u6kna3k9wb1.pn... | |||
Can you fine-tune a GGUF model? | 1 | [removed] | 2023-10-25T02:56:39 | https://www.reddit.com/r/LocalLLaMA/comments/17fuzqu/can_you_finetune_a_gguf_model/ | asking4bud | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fuzqu | false | null | t3_17fuzqu | /r/LocalLLaMA/comments/17fuzqu/can_you_finetune_a_gguf_model/ | false | false | self | 1 | null |
A detailed comparison between GPTQ, AWQ, EXL2, q4_K_M, q4_K_S, and load_in_4bit: perplexity, VRAM, speed, model size, and loading time. | 182 | 2023-10-25T02:43:36 | https://oobabooga.github.io/blog/posts/gptq-awq-exl2-llamacpp/ | oobabooga4 | oobabooga.github.io | 1970-01-01T00:00:00 | 0 | {} | 17fuqr7 | false | null | t3_17fuqr7 | /r/LocalLLaMA/comments/17fuqr7/a_detailed_comparison_between_gptq_awq_exl2_q4_k/ | false | false | default | 182 | null | |
Augmental — an RP model trained on a New Dataset of Human-Written, AI-enhanced texts, with a focus on response length and dataset quality | 57 | **Augmental-13b** ([Hugging Face page](https://huggingface.co/Heralax/Augmental-13b)) ([TheBloke Quant](https://huggingface.co/TheBloke/Augmental-13B-GGUF)) is a finetune on top of the already-strong MythoMax, using a new dataset of "augmented" text — text from a human-written source that's processed into the right for... | 2023-10-25T00:44:12 | https://www.reddit.com/r/LocalLLaMA/comments/17fsbpe/augmental_an_rp_model_trained_on_a_new_dataset_of/ | Heralax_Tekran | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fsbpe | false | null | t3_17fsbpe | /r/LocalLLaMA/comments/17fsbpe/augmental_an_rp_model_trained_on_a_new_dataset_of/ | false | false | 57 | {'enabled': False, 'images': [{'id': 'CjxEi7ORNT5QbgIp0JjKf5QhK6yMB9yyhsE42zVKv-w', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/32sSU0jUzPEZ7_yWvN67Af-u3JPo6xKkA2PQ6XKXwpA.jpg?width=108&crop=smart&auto=webp&s=7dae9238a114f588e999b10c0c9a5008d77361c4', 'width': 108}, {'height': 116, 'url': 'h... | |
Augmental — an RP model trained on Human-Written, AI-enhanced texts, with a focus on response length and dataset quality | 1 | [removed] | 2023-10-25T00:40:32 | https://www.reddit.com/r/LocalLLaMA/comments/17fs940/augmental_an_rp_model_trained_on_humanwritten/ | Heralax_Tekran | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fs940 | false | null | t3_17fs940 | /r/LocalLLaMA/comments/17fs940/augmental_an_rp_model_trained_on_humanwritten/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'CjxEi7ORNT5QbgIp0JjKf5QhK6yMB9yyhsE42zVKv-w', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/32sSU0jUzPEZ7_yWvN67Af-u3JPo6xKkA2PQ6XKXwpA.jpg?width=108&crop=smart&auto=webp&s=7dae9238a114f588e999b10c0c9a5008d77361c4', 'width': 108}, {'height': 116, 'url': 'h... | |
Best way to run local models generically across operating systems? | 1 | [removed] | 2023-10-25T00:06:48 | https://www.reddit.com/r/LocalLLaMA/comments/17frjpq/best_way_to_run_local_models_generically_across/ | samlhuillier3 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17frjpq | false | null | t3_17frjpq | /r/LocalLLaMA/comments/17frjpq/best_way_to_run_local_models_generically_across/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '1QchPajCLP0GqcuQUTsrbCAFyvWedSH0Mx2k_nz2E6k', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/FYDjYfCbqSgI1DNhwGHEYgmXblewtrDTdBF9WY5PA3Y.jpg?width=108&crop=smart&auto=webp&s=fa022185a20d8540882ee82c256bb2190ae1e1e8', 'width': 108}, {'height': 108, 'url': 'h... |
Single RTX 4090 FE at 45 tokens/s but with penalty if running 2 that only 15-20 tokens/s. Confirmed with Xwin-MLewd-13B-V0.2-GGUF and the Speechless 13B. | 1 | [removed] | 2023-10-25T00:01:05 | https://www.reddit.com/r/LocalLLaMA/comments/17frf9h/single_rtx_4090_fe_at_45_tokenss_but_with_penalty/ | easyllaama | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17frf9h | false | null | t3_17frf9h | /r/LocalLLaMA/comments/17frf9h/single_rtx_4090_fe_at_45_tokenss_but_with_penalty/ | false | false | self | 1 | null |
fine tuning LLMs with just pytorch (no wrapper libraries) | 13 | Can anyone point me to a link which fine tunes LLM (for e.g: Mistral 7B) without any external libraries i.e No Huggingface SFT Trainer/ Trainer or PyTorch Lightning etc. Thank you! | 2023-10-24T23:39:07 | https://www.reddit.com/r/LocalLLaMA/comments/17fqyn2/fine_tuning_llms_with_just_pytorch_no_wrapper/ | Lumpy-Carob | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fqyn2 | false | null | t3_17fqyn2 | /r/LocalLLaMA/comments/17fqyn2/fine_tuning_llms_with_just_pytorch_no_wrapper/ | false | false | self | 13 | null |
Can anyone share anecdotal experiences of LLM (llama.cpp / fauxpilot) inference performance using 2x RTX 3090s vs same config with NVLink? Or perhaps share an informed opinion based on similar experience/setup? Trying to decide if the cost is worth it for my needs. | 1 | [removed] | 2023-10-24T22:30:32 | https://www.reddit.com/r/LocalLLaMA/comments/17fpfvl/can_anyone_share_anecdotal_experiences_of_llm/ | 0xhaggis | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fpfvl | false | null | t3_17fpfvl | /r/LocalLLaMA/comments/17fpfvl/can_anyone_share_anecdotal_experiences_of_llm/ | false | false | self | 1 | null |
We need better and cheaper hardware, otherwise there is no future. | 2 | LLMs are becoming bigger to work better. Current 7B models can handle some tasks but have a hard time with tougher ones. Even GPT-4, a really big model, can't do everything well, which shows we might need even bigger models for better performance. But as models grow, running or changing them on our own computers become... | 2023-10-24T22:26:41 | https://www.reddit.com/r/LocalLLaMA/comments/17fpcky/we_need_better_and_cheaper_hardware_otherwise/ | alagagbar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fpcky | false | null | t3_17fpcky | /r/LocalLLaMA/comments/17fpcky/we_need_better_and_cheaper_hardware_otherwise/ | false | false | self | 2 | null |
Llama 2 Chat model and Alpaca prompt | 11 | Does llama 2 Chat models officially support Alpaca style prompts (ie. ### Instruction: / ### Response: format)?
I notice that in all of TheBloke's popular quantized llama 2 chat model cards like this one [https://huggingface.co/TheBloke/Llama-2-7b-Chat-GGUF](https://huggingface.co/TheBloke/Llama-2-7b-Chat-GGUF), All ... | 2023-10-24T22:10:41 | https://www.reddit.com/r/LocalLLaMA/comments/17foys8/llama_2_chat_model_and_alpaca_prompt/ | GoTrojan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17foys8 | false | null | t3_17foys8 | /r/LocalLLaMA/comments/17foys8/llama_2_chat_model_and_alpaca_prompt/ | false | false | self | 11 | {'enabled': False, 'images': [{'id': 'VdO4wc7FK7kxcOPs0qIPH7EjGcv9d13QHE61oMbQXuw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/8UWdyJXqrkYUevxLJkCUzhri8zC7gJuhk5LhcwdYvvo.jpg?width=108&crop=smart&auto=webp&s=7e2394914275ceb2f5c29120926399247ce8832a', 'width': 108}, {'height': 116, 'url': 'h... |
Llama 2 Chat model and Alpaca prompt | 1 | Does llama 2 Chat models officially support Alpaca style prompts (ie. ### Instruction: / ### Response: format)?
I notice that in all of TheBloke's popular quantized llama 2 chat model cards like this one [https://huggingface.co/TheBloke/Llama-2-7b-Chat-GGUF](https://huggingface.co/TheBloke/Llama-2-7b-Chat-GGUF), All ... | 2023-10-24T22:10:29 | https://www.reddit.com/r/LocalLLaMA/comments/17foyje/llama_2_chat_model_and_alpaca_prompt/ | GoTrojan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17foyje | false | null | t3_17foyje | /r/LocalLLaMA/comments/17foyje/llama_2_chat_model_and_alpaca_prompt/ | false | false | self | 1 | null |
Llama 2 Chat model and Alpaca prompt | 1 | Does llama 2 Chat models officially support Alpaca style prompts (ie. ### Instruction: / ### Response: format)?
I notice that in all of TheBloke's popular quantized llama 2 chat model cards like this one [https://huggingface.co/TheBloke/Llama-2-7b-Chat-GGUF](https://huggingface.co/TheBloke/Llama-2-7b-Chat-GGUF), All ... | 2023-10-24T22:10:24 | https://www.reddit.com/r/LocalLLaMA/comments/17foygc/llama_2_chat_model_and_alpaca_prompt/ | GoTrojan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17foygc | false | null | t3_17foygc | /r/LocalLLaMA/comments/17foygc/llama_2_chat_model_and_alpaca_prompt/ | false | false | self | 1 | null |
Local/Dev environments. What are you using? | 25 | Hello, I've been toying with LLMs this past few weeks and I've seen some different setups across the repos.
I'm very curious about what people around here are running for their local enviroments.
Something like:
Windows + LLM Studio
or
WSL2 + Docker
or
Linux + installing raw dependencies on local
or
Some cloud... | 2023-10-24T21:56:08 | https://www.reddit.com/r/LocalLLaMA/comments/17folxm/localdev_environments_what_are_you_using/ | Torocatala | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17folxm | false | null | t3_17folxm | /r/LocalLLaMA/comments/17folxm/localdev_environments_what_are_you_using/ | false | false | self | 25 | null |
Branch-Solve-Merge method | 17 | ERROR: type should be string, got "https://huggingface.co/papers/2310.15123\n\n\"We propose Branch-Solve-Merge (BSM), a Large Language Model program (Schlag et al., 2023) for tackling such challenging natural language tasks. It consists of branch, solve, and merge modules that are parameterized with specific prompts to the base LLM.\"\n...\n\"We apply our method to the tasks of LLM response evaluation and constrained text generation and evaluate its effectiveness with multiple LLMs, including Vicuna, LLaMA-2-chat, and GPT-4. BSM improves the evaluation correctness and consistency for each LLM by enhancing human-LLM agreement by up to 26%, reducing length and pairwise position biases by up to 50%, \t*and allowing LLaMA-2-chat to match or outperform GPT-4 on most domains*.\"\n\nNow that is \"big if true\" indeed.\nThoughts?" | 2023-10-24T21:13:44 | https://www.reddit.com/r/LocalLLaMA/comments/17fnj26/branchsolvemerge_method/ | BalorNG | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fnj26 | false | null | t3_17fnj26 | /r/LocalLLaMA/comments/17fnj26/branchsolvemerge_method/ | false | false | self | 17 | {'enabled': False, 'images': [{'id': 'KAZQAuOYgznQtA3maigVsU0yJNPCm5WvOwDipdp8Qqw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/1zWCUpfGZBK_JnKMXegCwAVrVNyLhVy6LQsMu74juG4.jpg?width=108&crop=smart&auto=webp&s=0fd424e47ed29d2238c29c7d56845b9b849c0fcd', 'width': 108}, {'height': 116, 'url': 'h... |
llama2 7b vs 70b vs mistral 7b writing tweets on financial reports | 57 | Hey everyone, a week ago I [posted](https://gist.github.com/miagkyi/f99af352d3dbbdf90b390b4b81649e6b) here about how I fine-tuned Llama2 7b with Lora to read financial reports of public companies, summarize them, and produce funny tweets about company performance.
I went to test the same dataset with Llama2 70b and Mi... | 2023-10-24T20:35:30 | https://www.reddit.com/r/LocalLLaMA/comments/17fmn9c/llama2_7b_vs_70b_vs_mistral_7b_writing_tweets_on/ | Acceptable_Bed7015 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fmn9c | false | null | t3_17fmn9c | /r/LocalLLaMA/comments/17fmn9c/llama2_7b_vs_70b_vs_mistral_7b_writing_tweets_on/ | false | false | self | 57 | {'enabled': False, 'images': [{'id': 'OAXSl8SY6T3JK9MGQyKxkoYbqZ71HQRYXLeB8CV0NXg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/DaucjXMGsNHM-CtmdilC9-Be6MC8V2z4ykjVCgOkTFc.jpg?width=108&crop=smart&auto=webp&s=9bcab7b79864ff27bf48116cb335a6f825bfb124', 'width': 108}, {'height': 108, 'url': 'h... |
I created my own LLM priming method: Triple-Pivot Querying (TPQ) | 7 | The program processes a user's question through three iterative loops with the LLM (explained further below):
* **Phase 1:** The system first identifies the domain expertise and key concepts pertinent to the user's inquiry.
* **Phase 2:** Leveraging the expertise determined in Phase 1, the program endeavors to furni... | 2023-10-24T20:28:37 | https://www.reddit.com/r/LocalLLaMA/comments/17fmhcb/i_created_my_own_llm_priming_method_triplepivot/ | MustBeSomethingThere | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fmhcb | false | null | t3_17fmhcb | /r/LocalLLaMA/comments/17fmhcb/i_created_my_own_llm_priming_method_triplepivot/ | false | false | 7 | null | |
Best Mistral model for code generation? | 14 | Question in the title.
I'm interested in 7B models. Mistral is mentioned in the title because it's the best 7B base model I know but if you know of other capable ones of the same size please share.
Focus is on coding ability | 2023-10-24T20:16:24 | https://www.reddit.com/r/LocalLLaMA/comments/17fm71r/best_mistral_model_for_code_generation/ | hurrytewer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fm71r | false | null | t3_17fm71r | /r/LocalLLaMA/comments/17fm71r/best_mistral_model_for_code_generation/ | false | false | self | 14 | null |
llama2 7b vs 70b vs mistral 7b writing tweets on financial reports | 1 | [removed] | 2023-10-24T20:16:23 | https://www.reddit.com/r/LocalLLaMA/comments/17fm70s/llama2_7b_vs_70b_vs_mistral_7b_writing_tweets_on/ | Acceptable_Bed7015 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fm70s | false | null | t3_17fm70s | /r/LocalLLaMA/comments/17fm70s/llama2_7b_vs_70b_vs_mistral_7b_writing_tweets_on/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'OAXSl8SY6T3JK9MGQyKxkoYbqZ71HQRYXLeB8CV0NXg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/DaucjXMGsNHM-CtmdilC9-Be6MC8V2z4ykjVCgOkTFc.jpg?width=108&crop=smart&auto=webp&s=9bcab7b79864ff27bf48116cb335a6f825bfb124', 'width': 108}, {'height': 108, 'url': 'h... | |
How would you do it? Handling multi-turn QA conversation with matching of questions to vector database. | 1 | I have been giving this some thought and would appreciate some outside input, maybe someone has some experience they could share!
I am attempting to create a QA chatbot that is limited to answering questions from a pre-determined set of question and answer pairs I have in a vector database. Currently I create embeddi... | 2023-10-24T20:03:32 | https://www.reddit.com/r/LocalLLaMA/comments/17flw3k/how_would_you_do_it_handling_multiturn_qa/ | kotschi1997 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17flw3k | false | null | t3_17flw3k | /r/LocalLLaMA/comments/17flw3k/how_would_you_do_it_handling_multiturn_qa/ | false | false | self | 1 | null |
Can anyone explain the whole working of FireAct code? | 3 | The FireAct code looks interesting, would love to implement it , can anyone help with that? | 2023-10-24T19:26:25 | https://www.reddit.com/r/LocalLLaMA/comments/17fl0ka/can_anyone_explain_the_whole_working_of_fireact/ | shalinbhanot | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fl0ka | false | null | t3_17fl0ka | /r/LocalLLaMA/comments/17fl0ka/can_anyone_explain_the_whole_working_of_fireact/ | false | false | self | 3 | null |
Fine-tuned llama makes up and answers its own QAs | 1 | Hello, I am trying to fine-tune llama on my dataset of medical questions. However, during inference, the model asks and answers its own questions. Here are some details of my setup:
I have a huggingface Dataset, where each instance is of the form " <s>\[INST\]<<SYS>><</SYS>>Question\[/INST\]Answer</s>"
I am us... | 2023-10-24T19:15:03 | https://www.reddit.com/r/LocalLLaMA/comments/17fkqz9/finetuned_llama_makes_up_and_answers_its_own_qas/ | Snoo41531 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fkqz9 | false | null | t3_17fkqz9 | /r/LocalLLaMA/comments/17fkqz9/finetuned_llama_makes_up_and_answers_its_own_qas/ | false | false | self | 1 | null |
How to get the same style of output with the same instructions? | 1 | 2023-10-24T18:32:01 | https://www.reddit.com/r/LLaMA2/comments/17efrf4/how_to_get_the_same_style_of_output_with_the_same/ | SecretOk9644 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 17fjqxu | false | null | t3_17fjqxu | /r/LocalLLaMA/comments/17fjqxu/how_to_get_the_same_style_of_output_with_the_same/ | false | false | default | 1 | null | |
Continue for JetBrains | 13 | ​
[Highlight code, ask a question](https://i.redd.it/gsjni9yyz6wb1.gif)
Hi all,
I'd like to share something I've been working on for a while - after focusing before on VS Code, we've built an extension for all JetBrains IDEs. It is very close to feature parity with the VS Code extension, and we're looking for... | 2023-10-24T18:30:48 | https://www.reddit.com/r/LocalLLaMA/comments/17fjpmu/continue_for_jetbrains/ | sestinj | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fjpmu | false | null | t3_17fjpmu | /r/LocalLLaMA/comments/17fjpmu/continue_for_jetbrains/ | false | false | 13 | null | |
Is there any local version of the software like what runs Chat GPT-4 and allows it to write and execute new code? | 6 | I was playing with the beta data analysis function in GPT-4 and asked if it could run statistical tests using the data spreadsheet I provided. When I requested one, I noticed it didn't use a built-in function but instead wrote and executed Python code to accomplish what I was asking it to do. To double-check that it wa... | 2023-10-24T18:01:02 | https://www.reddit.com/r/LocalLLaMA/comments/17fizwl/is_there_any_local_version_of_the_software_like/ | daileta | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fizwl | false | null | t3_17fizwl | /r/LocalLLaMA/comments/17fizwl/is_there_any_local_version_of_the_software_like/ | false | false | self | 6 | null |
best model for translating Indian languages? | 2 | I'm trying to translate Indian languages like hindi to english. This is complicated by the fact that the source material often contains spelling errors, is written in the latin alphabet (transliteration) or is a mix of english and hindi (hingrish).
I've tried NLLB, it can't handle it. Lllama 2 is mostly trained on eng... | 2023-10-24T17:54:42 | https://www.reddit.com/r/LocalLLaMA/comments/17fiujo/best_model_for_translating_indian_languages/ | cygn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fiujo | false | null | t3_17fiujo | /r/LocalLLaMA/comments/17fiujo/best_model_for_translating_indian_languages/ | false | false | self | 2 | null |
LM Format Enforcer - Enforce the output format (JSON Schema, Regex etc) of a language model - supports llama-cpp-python | 27 | Hello all,
I would like to share a library I have been developing for my needs, but wanted to share with the community - [LM Format Enforcer](https://github.com/noamgat/lm-format-enforcer).
The library allows the user of the language model to specify a limitation on the language model's output (JSON Schema / Regex, b... | 2023-10-24T17:16:46 | https://www.reddit.com/r/LocalLLaMA/comments/17fhyh4/lm_format_enforcer_enforce_the_output_format_json/ | noamgat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fhyh4 | false | null | t3_17fhyh4 | /r/LocalLLaMA/comments/17fhyh4/lm_format_enforcer_enforce_the_output_format_json/ | false | false | self | 27 | {'enabled': False, 'images': [{'id': '8kjs0D9Z2kaBZF4N6B9cZ11LOw_cDtnC1M3AqtIq3jM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/tCo84-oPRrjtfM7929WXYnmfTBEzSRCRvK4_uTNYbO4.jpg?width=108&crop=smart&auto=webp&s=d97cd7c2f82e58650cbf91556ffd9aaac47e0116', 'width': 108}, {'height': 108, 'url': 'h... |
Autogen via local LLMs | 0 | I’m a huge fan of this guy and didn’t want anyone here missing out on this quick / priceless (imo) tutorial showing you how easy it is to actually get this setup. 🖤🥷🏴☠️
Nightmare.Algorithm @ TikTok | 2023-10-24T17:15:04 | 80Unknown08 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 17fhx2j | false | null | t3_17fhx2j | /r/LocalLLaMA/comments/17fhx2j/autogen_via_local_llms/ | false | false | 0 | {'enabled': True, 'images': [{'id': '2pzDGdfO2cOSjXWQlWZSBUzE9XorG3qyk9VB_zj8rWI', 'resolutions': [{'height': 189, 'url': 'https://preview.redd.it/zojp700go6wb1.jpg?width=108&crop=smart&auto=webp&s=bd41cbbdc10f90ec9f8a8aad8deed52c15154ad9', 'width': 108}, {'height': 378, 'url': 'https://preview.redd.it/zojp700go6wb1.jp... | ||
🐺🐦⬛ Huge LLM Comparison/Test: 39 models tested (7B-70B + ChatGPT/GPT-4) | 786 | It's been ages since my last [LLM Comparison/Test](https://www.reddit.com/r/LocalLLaMA/comments/178nf6i/mistral_llm_comparisontest_instruct_openorca/), or maybe just a little over a week, but that's just how fast things are moving in this AI landscape. ;)
Since then, a lot of new models have come out, and I've extende... | 2023-10-24T17:05:28 | https://www.reddit.com/r/LocalLLaMA/comments/17fhp9k/huge_llm_comparisontest_39_models_tested_7b70b/ | WolframRavenwolf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fhp9k | false | null | t3_17fhp9k | /r/LocalLLaMA/comments/17fhp9k/huge_llm_comparisontest_39_models_tested_7b70b/ | false | false | self | 786 | {'enabled': False, 'images': [{'id': 'bDW7jyCB5L7RKBwRUqrzWSn3bIb_Szu_GogYRebiCjw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/tj8OYAHtgushFKKBfbCCyLFmzL7PWZ-Wz8cbqYk-I9E.jpg?width=108&crop=smart&auto=webp&s=f076a50b0d594dc8ba3b2ee703d67664decf1cba', 'width': 108}, {'height': 108, 'url': 'h... |
Did mods stop approving posts? | 1 | [removed] | 2023-10-24T16:34:08 | https://www.reddit.com/r/LocalLLaMA/comments/17fgzvm/did_mods_stop_approving_posts/ | jl303 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fgzvm | false | null | t3_17fgzvm | /r/LocalLLaMA/comments/17fgzvm/did_mods_stop_approving_posts/ | false | false | self | 1 | null |
Arxiv Paper - Position Interpolation Improves ALiBi Extrapolation | 3 | 2023-10-24T16:25:39 | https://arxiv.org/abs/2310.13017 | maroule | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 17fgsxb | false | null | t3_17fgsxb | /r/LocalLLaMA/comments/17fgsxb/arxiv_paper_position_interpolation_improves_alibi/ | false | false | default | 3 | null | |
Salmonn can describe audio in addition to speech to text. | 1 | [removed] | 2023-10-24T16:24:21 | https://www.reddit.com/r/LocalLLaMA/comments/17fgrvf/salmonn_can_describe_audio_in_addition_to_speech/ | chibop1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fgrvf | false | null | t3_17fgrvf | /r/LocalLLaMA/comments/17fgrvf/salmonn_can_describe_audio_in_addition_to_speech/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'wCl0Mu946GympANScLMMZTkkhhWxny5dG1s19wHJ_2M', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/WixOB-pQLIioJQa_mKQNWqgqHVOqb-3VsqKIyelRcIs.jpg?width=108&crop=smart&auto=webp&s=52ec170fa95cd221d6144614371e59682b3974a7', 'width': 108}, {'height': 108, 'url': 'h... |
How are people using open source LLMs in production apps? | 137 | How are people deploying production apps using open source LLMs? Or is every AI company just using OpenAI?
Cloud GPUs are expensive (Like Runpod ), buying and hosting your own, even more and the overall throughput is abysmally small.
An app with a few hundred users doing even a few dozen of inferences per minute woul... | 2023-10-24T15:31:42 | https://www.reddit.com/r/LocalLLaMA/comments/17ffkdx/how_are_people_using_open_source_llms_in/ | TheAnonymousTickler | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ffkdx | false | null | t3_17ffkdx | /r/LocalLLaMA/comments/17ffkdx/how_are_people_using_open_source_llms_in/ | false | false | self | 137 | null |
Using Langchain With llama.cpp? | 14 | I have Falcon-180B served locally using llama.cpp via the server REST-ful api. I assume there is a way to connect langchain to the /completion endpoint.
Does anyone have an example that does something like this? | 2023-10-24T15:21:08 | https://www.reddit.com/r/LocalLLaMA/comments/17ffbg9/using_langchain_with_llamacpp/ | Simusid | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ffbg9 | false | null | t3_17ffbg9 | /r/LocalLLaMA/comments/17ffbg9/using_langchain_with_llamacpp/ | false | false | self | 14 | null |
Best 7B/13B Model for grammar editing? - And context size for models? | 1 | [removed] | 2023-10-24T15:17:11 | https://www.reddit.com/r/LocalLLaMA/comments/17ff806/best_7b13b_model_for_grammar_editing_and_context/ | galaxea | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ff806 | false | null | t3_17ff806 | /r/LocalLLaMA/comments/17ff806/best_7b13b_model_for_grammar_editing_and_context/ | false | false | self | 1 | null |
Best 7B/13B Model for grammar editing? - And context size for models? | 1 | [removed] | 2023-10-24T14:57:34 | https://www.reddit.com/r/LocalLLaMA/comments/17fervh/best_7b13b_model_for_grammar_editing_and_context/ | galaxea | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fervh | false | null | t3_17fervh | /r/LocalLLaMA/comments/17fervh/best_7b13b_model_for_grammar_editing_and_context/ | false | false | self | 1 | null |
Giving compute grants for OSS projects | 3 | Hi all, I am giving out compute grants through my compute crowdfunding platform [dreamcatcher.co](https://dreamcatcher.co). These grants are for OSS AI projects looking to add value to the community. If you have an idea that you need compute for please fill out this form: [https://forms.gle/cjKQbJLdT95HLnXh8](https://... | 2023-10-24T14:50:30 | https://www.reddit.com/r/LocalLLaMA/comments/17fem52/giving_compute_grants_for_oss_projects/ | codys12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fem52 | false | null | t3_17fem52 | /r/LocalLLaMA/comments/17fem52/giving_compute_grants_for_oss_projects/ | false | false | self | 3 | null |
Instruct Trained Sheared LLaMA 1.3B - Best CPU-ready Model | 1 | [removed] | 2023-10-24T14:39:48 | https://www.reddit.com/r/LocalLLaMA/comments/17fedxo/instruct_trained_sheared_llama_13b_best_cpuready/ | Mammoth-Doughnut-160 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fedxo | false | null | t3_17fedxo | /r/LocalLLaMA/comments/17fedxo/instruct_trained_sheared_llama_13b_best_cpuready/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'rbD8dCtSznlrSl00EOWEnAjcYXfMBJ2AaQ1vrlkMoRg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/do3d95xA51_YcYliGhdd5ATctNaRDJXpiHJlsIgXh6A.jpg?width=108&crop=smart&auto=webp&s=6cb540c3e60a30d147c2421876566649fbf8ed1c', 'width': 108}, {'height': 116, 'url': 'h... |
Access T-G-WebUI via local network? I want to access my local LlaMa PC instance on my phone | 1 | [removed] | 2023-10-24T14:38:27 | https://www.reddit.com/r/LocalLLaMA/comments/17fecwy/access_tgwebui_via_local_network_i_want_to_access/ | Overall-Importance54 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fecwy | false | null | t3_17fecwy | /r/LocalLLaMA/comments/17fecwy/access_tgwebui_via_local_network_i_want_to_access/ | false | false | self | 1 | null |
Llama-cpp-python vs Python server | 3 | Hi everyone!
I was just wondering for those llama-cpp-python users, do you guys use the llama-cpp-python server or just the base one?
I am just prototyping an idea, but if I wanted to build a chat bot that multiple users can talk to, is the server version a must?
Any pros or cons to using the server version over th... | 2023-10-24T14:36:29 | https://www.reddit.com/r/LocalLLaMA/comments/17febh2/llamacpppython_vs_python_server/ | Slimxshadyx | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17febh2 | false | null | t3_17febh2 | /r/LocalLLaMA/comments/17febh2/llamacpppython_vs_python_server/ | false | false | self | 3 | null |
Using ExLlama/ExLlamav2 (in Text generation web UI), does setting max_seq_len lower than that specified for the model reduce output quality? | 6 | I often find myself setting the max_seq_len to a value that is lower than that specified for the model to save VRAM. For most of my use cases, I seldom need more than 1024 tokens of context.
I was curious to know as to whether doing something like this reduces the model's output quality. From my limited experience, I ... | 2023-10-24T14:23:25 | https://www.reddit.com/r/LocalLLaMA/comments/17fe189/using_exllamaexllamav2_in_text_generation_web_ui/ | StickyDirtyKeyboard | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fe189 | false | null | t3_17fe189 | /r/LocalLLaMA/comments/17fe189/using_exllamaexllamav2_in_text_generation_web_ui/ | false | false | self | 6 | null |
What does this mean? | 1 | “add Llama2 7b chat gguf model to the chain using gpu.”
All help is appreciated, thanks. | 2023-10-24T14:23:15 | https://www.reddit.com/r/LocalLLaMA/comments/17fe135/what_does_this_mean/ | ontheportco | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fe135 | false | null | t3_17fe135 | /r/LocalLLaMA/comments/17fe135/what_does_this_mean/ | false | false | self | 1 | null |
How does fine-tuning Llama-2 actually work? | 6 | I have always imagined that fine-tuning a Language Model (LLM) involves providing prompts and expecting specific answers. The model then takes the prompt, generates an answer, and calculates the loss between the predicted and expected answers.
However, upon further investigation, I noticed that prompts and answers are... | 2023-10-24T14:22:54 | https://www.reddit.com/r/LocalLLaMA/comments/17fe0t1/how_does_finetuning_llama2_actually_work/ | matej1408 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fe0t1 | false | null | t3_17fe0t1 | /r/LocalLLaMA/comments/17fe0t1/how_does_finetuning_llama2_actually_work/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'Akpn2HnswKeOB_JVzBQufiRpqhPDW-29FBguMFv2GkM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/4yZVHUmFyUVUWJ_-m62Lcp7hI5Yq392tbgyy5HA36Lo.jpg?width=108&crop=smart&auto=webp&s=c2af759b6d5bf91ae052ae7a105568584f49bd38', 'width': 108}, {'height': 108, 'url': 'h... |
What is the best chat model that can run on 8gb ram | 4 | Hello, my laptop has a ryzen 5 5500U and 8gb RAM. What is the best local chat model? In any case I would use it to ask programming questions. | 2023-10-24T14:18:07 | https://www.reddit.com/r/LocalLLaMA/comments/17fdwx9/what_is_the_best_chat_model_that_can_run_on_8gb/ | Hot_Buy5425 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fdwx9 | false | null | t3_17fdwx9 | /r/LocalLLaMA/comments/17fdwx9/what_is_the_best_chat_model_that_can_run_on_8gb/ | false | false | self | 4 | null |
Similarity RAG Search? | 2 | I apologize if this is a bad question - I have a simple query "dog" and a list of documents that talks about dogs, cats, and fish. All I want to do is return the top-n documents that are most similar to my query.
What is the best way to accomplish this? Cosine similarity between embeddings or is there a better way? | 2023-10-24T14:05:02 | https://www.reddit.com/r/LocalLLaMA/comments/17fdmnm/similarity_rag_search/ | phillyguy2008 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fdmnm | false | null | t3_17fdmnm | /r/LocalLLaMA/comments/17fdmnm/similarity_rag_search/ | false | false | self | 2 | null |
Error when tuning GPT2-XL on Alpaca Dataset | 2 | Been getting endless dataset format errors when trying to lora in oobabooga:
(f'Data-point "{data_point}" has no keyset match within format "{list(format_data.keys())}"')
RuntimeError: Data-point "{'output': '', 'input': 'July 26th, 2021', 'instruction': 'Standardize the following date to the ISO 8601 format.'}" has n... | 2023-10-24T13:28:40 | https://www.reddit.com/r/LocalLLaMA/comments/17fcu4b/error_when_tuning_gpt2xl_on_alpaca_dataset/ | ProperShape5918 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fcu4b | false | null | t3_17fcu4b | /r/LocalLLaMA/comments/17fcu4b/error_when_tuning_gpt2xl_on_alpaca_dataset/ | false | false | self | 2 | null |
Resources to learn the structure/code of LLM-based applications | 2 | As a senior data scientist, I've been reading on theoretical LLM resources for a couple of months. Can you guys suggest some repos/tutorials/etc so I get more familiar to the structure, libraries and best practices to develop and deploy LLM-based applications?
Thanks a lot | 2023-10-24T12:42:39 | https://www.reddit.com/r/LocalLLaMA/comments/17fbvkd/resources_to_learn_the_structurecode_of_llmbased/ | Real-Elk-6109 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fbvkd | false | null | t3_17fbvkd | /r/LocalLLaMA/comments/17fbvkd/resources_to_learn_the_structurecode_of_llmbased/ | false | false | self | 2 | null |
Best model without instruction fine-tuning? | 2 | Hi! I'm looking to do some more experimental stuff with LLMs and I was wondering what the best model without instruction fine tuning, or perhaps just without chat-finetuning, is? I've tried using Zephyr alpha but it really likes to output things like < | assistant | > and so on, then begin outputting random text (usual... | 2023-10-24T12:16:28 | https://www.reddit.com/r/LocalLLaMA/comments/17fbdlo/best_model_without_instruction_finetuning/ | laser_man6 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fbdlo | false | null | t3_17fbdlo | /r/LocalLLaMA/comments/17fbdlo/best_model_without_instruction_finetuning/ | false | false | self | 2 | null |
Trying to finetune CodeLLAMA | 5 | I followed the guide listed here
[https://github.com/ragntune/code-llama-finetune/blob/main/fine-tune-code-llama.ipynb](https://github.com/ragntune/code-llama-finetune/blob/main/fine-tune-code-llama.ipynb)
and got the checkpoints, but when I try to use the checkpoints, I only get back the prompt with <unk>
​... | 2023-10-24T11:53:17 | https://www.reddit.com/r/LocalLLaMA/comments/17fayrw/trying_to_finetune_codellama/ | visualdata | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fayrw | false | null | t3_17fayrw | /r/LocalLLaMA/comments/17fayrw/trying_to_finetune_codellama/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'cppQqEV25HiJ-JCXoxIwBEhNN-SI2YCRq_2DFjw6dTI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/C8zVJ2QVomEdDtKmrqHPPWFttAricAGopEmAXQU-I4s.jpg?width=108&crop=smart&auto=webp&s=3600d7b6656e1cccd6b125ff3af80d73cb677fae', 'width': 108}, {'height': 108, 'url': 'h... |
Best 7B models for ERP? | 15 | I had some good experiences with MythoMax, MLewd, and the newly released TieFighter by KoboldAI, but they're all 13B models.
Is there any good model with good coherence and prose at 7B size? I tried Mistral7B, and while the model is smart, it's not that engaging and creative for RP.
Asking for a friend with a 6GB VRA... | 2023-10-24T11:02:41 | https://www.reddit.com/r/LocalLLaMA/comments/17fa3ph/best_7b_models_for_erp/ | ai_waifu_enjoyer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17fa3ph | false | null | t3_17fa3ph | /r/LocalLLaMA/comments/17fa3ph/best_7b_models_for_erp/ | false | false | self | 15 | null |
Not so Local Ollamma | 4 | I've been working on Ollama intergration with Google-Colab. Includes tunneling the 11343 port either locally or publicly. One Modelfile for testing under /content/Modelfile Still working some stuff out like Ollama terminating itself and getting more detailed logging.
Open the ipynb file and start using Ollama in the c... | 2023-10-24T09:47:57 | https://www.reddit.com/r/LocalLLaMA/comments/17f8zjc/not_so_local_ollamma/ | Wholelota | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17f8zjc | false | null | t3_17f8zjc | /r/LocalLLaMA/comments/17f8zjc/not_so_local_ollamma/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'eXIz8IRdGFRTzTwWQyjgSi_bBoQKRvoMQJXuI7qt8mQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/-XA0lozRByBVmn3yTrADEHceVBcSOeOtPbL2uB6IRdw.jpg?width=108&crop=smart&auto=webp&s=a9409583430960e30c716ab4a814229eb55d4449', 'width': 108}, {'height': 108, 'url': 'h... |
Screenplay ingestion, extension, development questions. | 3 | Hello everyone, I have been exploring the potential of experimenting with existing screenplays using some of the available local Language Models (LLMs). I've attempted utilizing various ingest.py
scripts from different repositories, which are said to be capable of generating embeddings. However, most of my attempts ... | 2023-10-24T07:54:13 | https://www.reddit.com/r/LocalLLaMA/comments/17f7ha3/screenplay_ingestion_extension_development/ | AmeenRoayan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17f7ha3 | false | null | t3_17f7ha3 | /r/LocalLLaMA/comments/17f7ha3/screenplay_ingestion_extension_development/ | false | false | self | 3 | null |
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