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Fine-Tuning Llama-2-13b Model: Is a 5-Hour Training Time Reasonable? | 1 | [removed] | 2023-09-01T09:59:36 | https://www.reddit.com/r/LocalLLaMA/comments/1672vfc/finetuning_llama213b_model_is_a_5hour_training/ | Pritish-Mishra | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1672vfc | false | null | t3_1672vfc | /r/LocalLLaMA/comments/1672vfc/finetuning_llama213b_model_is_a_5hour_training/ | false | false | self | 1 | null |
LMoE: Airoboro's MoE implementation | 84 | Found no Reddit post about it.
From the airoboros [README](https://github.com/jondurbin/airoboros/tree/main#lmoe):
>LMoE is the simplest architecture I can think of for a mixture of experts. It doesn't use a switch transformer, doesn't require slicing and merging layers with additional fine-tuning, etc. It just ... | 2023-09-01T09:16:53 | https://www.reddit.com/r/LocalLLaMA/comments/16724y3/lmoe_airoboros_moe_implementation/ | noioiomio | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16724y3 | false | null | t3_16724y3 | /r/LocalLLaMA/comments/16724y3/lmoe_airoboros_moe_implementation/ | false | false | self | 84 | {'enabled': False, 'images': [{'id': 'Bc__o2V1-hocKmae0-c4X66wQnibBEb9e6D2OseCBU8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/AbcnnWATduNOcF33ULpPt8wWqf7hfFojGeAd40i-cpo.jpg?width=108&crop=smart&auto=webp&s=076daf3a51c41beac862a251215034b912824285', 'width': 108}, {'height': 108, 'url': 'h... |
LLM Engine with GPTQ, OpenAI API and GPU first | 2 | I'm looking for some specific piece of software to run a LLM behind an API (locally).
Currently I need the following:
\- GPTQ support
\- single and multi GPU
\- openai like API (dropin replacement)
\- proper threading
So far I tried the following:
\- oobabooga: no threading, can only handle a single api ... | 2023-09-01T08:54:11 | https://www.reddit.com/r/LocalLLaMA/comments/1671r1z/llm_engine_with_gptq_openai_api_and_gpu_first/ | AWAS666 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1671r1z | false | null | t3_1671r1z | /r/LocalLLaMA/comments/1671r1z/llm_engine_with_gptq_openai_api_and_gpu_first/ | false | false | self | 2 | null |
Fine-Tuning Llama-2-13b Model: Is a 5-Hour Training Time Reasonable? | 1 | I have an A100 80GB GPU, and I've set my training with the following parameters:
​
\- model\_name: "meta-llama/Llama-2-13b-hf"
\- use\_4bit: True
\- per\_device\_train\_batch\_size: 8
\- optim: "paged\_adamw\_32bit"
\- learning\_rate: 2e-4
\- max\_seq\_length: 1024
\- num\_training\_epochs: 3
​
... | 2023-09-01T08:02:16 | https://www.reddit.com/r/LocalLLaMA/comments/1670wwb/finetuning_llama213b_model_is_a_5hour_training/ | Pritish-Mishra | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1670wwb | false | null | t3_1670wwb | /r/LocalLLaMA/comments/1670wwb/finetuning_llama213b_model_is_a_5hour_training/ | false | false | self | 1 | null |
continue button question - do I really need to press it after 10 list..? | 1 | hi guys,
firstly - so excited that we can run gpt locally - it is incredible fun!
I was testing 7b models to fit my 6GB VRAM and they are fun and fast but now, I'm using mainly airobos-65b-gpt4 -> with 64GB RAM, I'm albe to have nice answers in a little time.. like I ask and then, after few minutes, I read the whole ... | 2023-09-01T08:01:52 | https://www.reddit.com/r/LocalLLaMA/comments/1670wls/continue_button_question_do_i_really_need_to/ | ovnf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1670wls | false | null | t3_1670wls | /r/LocalLLaMA/comments/1670wls/continue_button_question_do_i_really_need_to/ | false | false | self | 1 | null |
psa: vLLM gptq branch is twice as fast as llama.cpp | 12 | *but it's a massive pita to setup
RTX 3060, prompt: "USER: write a book about ducks\n\nASSISTANT:" temp 0.8 topp 0.95
vicuna 16k 13b, ymmv:
vllm:
INFO 09-01 09:24:30 llm_engine.py:394] Avg prompt throughput: 0.0 tokens/s, Avg generation throughput: 23.5 tokens/s, Running: 1 reqs, Swapped: 0 reqs, Pending: 0 re... | 2023-09-01T07:31:16 | https://www.reddit.com/r/LocalLLaMA/comments/1670e97/psa_vllm_gptq_branch_is_twice_as_fast_as_llamacpp/ | LoSboccacc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1670e97 | false | null | t3_1670e97 | /r/LocalLLaMA/comments/1670e97/psa_vllm_gptq_branch_is_twice_as_fast_as_llamacpp/ | false | false | self | 12 | {'enabled': False, 'images': [{'id': 'xto1_SHsAuaFcYccSHNPrBvMZC281tY-WYnO2-LaI6c', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/0s1LyiVKN6cH2NqhN1bUozBSbfsX7EQ7qDYo4eSgkUs.jpg?width=108&crop=smart&auto=webp&s=0293c32c3c1ef4aedb54b38ad09e094ac4f05bf5', 'width': 108}, {'height': 108, 'url': 'h... |
Why are the answers getting dumber as the discussion continues? | 23 | New to the topic. Why when I start a discussion with a chatbot, its answers are good enough - almost perfect grammar, good consistency of words and sentences. But as the discussion continues, he begins to give out nonsense: incorrectly coordinates words, builds incorrect sentences, although they still do not lose their... | 2023-09-01T07:21:20 | https://www.reddit.com/r/LocalLLaMA/comments/167088h/why_are_the_answers_getting_dumber_as_the/ | Hatred_grows | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167088h | false | null | t3_167088h | /r/LocalLLaMA/comments/167088h/why_are_the_answers_getting_dumber_as_the/ | false | false | self | 23 | null |
Chat history and White Spaces after response | 1 | So I have been trying to build a chatbot using the Llama-2-7b gptq model. I found the gptq-4bit-128g-actorder\_True to be doing well for a single question and answer. Now I wanted to the model to remember the conversation, so I just used a loop to keep feeding the response to it as the prompt in the same template as gi... | 2023-09-01T07:03:08 | https://www.reddit.com/r/LocalLLaMA/comments/166zx44/chat_history_and_white_spaces_after_response/ | IamFuckinTomato | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166zx44 | false | null | t3_166zx44 | /r/LocalLLaMA/comments/166zx44/chat_history_and_white_spaces_after_response/ | false | false | self | 1 | null |
Tips for fine tuning Replit-Code-3B | 5 | I’m planning to fine tune (not LORA but full fine tuning) the Replit-Code-3B model on a proprietary API (in Python) for code completion. I’m planning to integrate it to a VSCode extension like GitHub copilot.
The reason I chose Replit-code-3B was due to Alibi so I can scale the context windows when doing code completi... | 2023-09-01T07:01:14 | https://www.reddit.com/r/LocalLLaMA/comments/166zvvf/tips_for_fine_tuning_replitcode3b/ | Acrobatic-Site2065 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166zvvf | false | null | t3_166zvvf | /r/LocalLLaMA/comments/166zvvf/tips_for_fine_tuning_replitcode3b/ | false | false | self | 5 | null |
Abuse Detection by LLM | 14 | I am hitting a roadblock when i try an LLM (Llama) to recognize the hate speech or offensive words. It refuses to comply with the prompts. The idea is to identify hate speech and flag it, replace it with non-offensive words.
Is there any other way around it? | 2023-09-01T06:09:24 | https://www.reddit.com/r/LocalLLaMA/comments/166z0rm/abuse_detection_by_llm/ | thesithlord27 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166z0rm | false | null | t3_166z0rm | /r/LocalLLaMA/comments/166z0rm/abuse_detection_by_llm/ | false | false | self | 14 | null |
Sojee: My own little dual-stage prompt embedding chatbot that can be quickly customized to any particular corpus. | 14 | tl;dr: I and my business created a simple self-hosted Llama-2 chatbot called "Sojee" that uses two-stages of prompt embedding to first classify a question into one of a number of topics, and then loads in a prompt based on that topic and then re-asks the question. I've MIT licensed the source code and published it at ... | 2023-09-01T05:13:03 | https://www.reddit.com/r/LocalLLaMA/comments/166y1a5/sojee_my_own_little_dualstage_prompt_embedding/ | alittleteap0t | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166y1a5 | false | null | t3_166y1a5 | /r/LocalLLaMA/comments/166y1a5/sojee_my_own_little_dualstage_prompt_embedding/ | false | false | self | 14 | {'enabled': False, 'images': [{'id': 'PzrQBGiSqgMVDQ9iBiCzmnZjQXsOSIUdtT7a-T5T6BE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/LRhLMzTzOUjAHY8m1ZsPtfC0M1ueNAn1tpcvPc5UhYM.jpg?width=108&crop=smart&auto=webp&s=549202db489f84de1928e07171bee1bf5ffc749b', 'width': 108}, {'height': 108, 'url': 'h... |
Llama-2 HF 7B for downstream tasks using LoRA | 5 | Hey Guys, I am fine-tuning Llama-2 HF 7B for downstream tasks using LoRA on 1 A100 SXM 40GB GPU. I am new to LoRA and unable to understand a few things. Can someone provide me a link to a nice explanation of LoRA along with a nice documentation of every argument it takes? Also, I am unable to understand,
1. What is th... | 2023-09-01T05:02:05 | https://www.reddit.com/r/LocalLLaMA/comments/166xtth/llama2_hf_7b_for_downstream_tasks_using_lora/ | Excellent-Screen-836 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166xtth | false | null | t3_166xtth | /r/LocalLLaMA/comments/166xtth/llama2_hf_7b_for_downstream_tasks_using_lora/ | false | false | self | 5 | null |
Finetuned Open Source LLM models Marketplace? | 12 | Im trying to satisfy a use case my company has for LLMs by making an application in my free time, but it needs to be open source so we can run it locally, so API calls are out of the picture. I can finetune a foundational model but before I do, can I search for specific fine-tuned models on HuggingFace? I find their se... | 2023-09-01T04:58:42 | https://www.reddit.com/r/LocalLLaMA/comments/166xrfr/finetuned_open_source_llm_models_marketplace/ | PigWedgion | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166xrfr | false | null | t3_166xrfr | /r/LocalLLaMA/comments/166xrfr/finetuned_open_source_llm_models_marketplace/ | false | false | self | 12 | null |
easiest tool for running Code LLama on CPU instead of GPU? | 1 | I tried installing the windows KoboldCPP, which seems like it might sort of work with the 7B Code LLama model, but when I load the large model, it crashes.
is there another simple way of doing it that does not leave me in WSL dependency hell? any windows-based tools for running an LLM with CPU and system ram RAM? | 2023-09-01T03:40:53 | https://www.reddit.com/r/LocalLLaMA/comments/166w9lg/easiest_tool_for_running_code_llama_on_cpu/ | Cunninghams_right | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166w9lg | false | null | t3_166w9lg | /r/LocalLLaMA/comments/166w9lg/easiest_tool_for_running_code_llama_on_cpu/ | false | false | self | 1 | null |
Best method or tool for data extraction, transformation and and structuring for use in an LLM memory database? | 2 | Hey all, so I’m wanting to clean a data file that’s fairly large to then use it as a memory database for a chat model.
I tried with code interpreter however as the file is so large it was unsuccessful. I’m sure I’ve seen a few methods recently for this specific case however can’t remember what they were. Would apprec... | 2023-09-01T02:54:37 | https://www.reddit.com/r/LocalLLaMA/comments/166vbtb/best_method_or_tool_for_data_extraction/ | sardoa11 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166vbtb | false | null | t3_166vbtb | /r/LocalLLaMA/comments/166vbtb/best_method_or_tool_for_data_extraction/ | false | false | self | 2 | null |
Cheapest Llama2 chatbot solution costs only $4/mon | 1 | 2023-09-01T02:07:38 | https://news.ycombinator.com/item?id=37341332 | nalaginrut | news.ycombinator.com | 1970-01-01T00:00:00 | 0 | {} | 166ucqb | false | null | t3_166ucqb | /r/LocalLLaMA/comments/166ucqb/cheapest_llama2_chatbot_solution_costs_only_4mon/ | false | false | default | 1 | null | |
Converting HuggingFace Models to GGUF/GGML | Tutorial | 1 | 2023-09-01T02:06:12 | https://www.substratus.ai/blog/converting-hf-model-gguf-model/ | samosx | substratus.ai | 1970-01-01T00:00:00 | 0 | {} | 166ubn5 | false | null | t3_166ubn5 | /r/LocalLLaMA/comments/166ubn5/converting_huggingface_models_to_ggufggml_tutorial/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'wm8asZPwMNjKu2oMaTYZapHi2pDCrsnaUBEG7KVDlpQ', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/AV55SHIcXwiLujwKI4072jb2GNTPWU_P7VCDjuCPVQ4.jpg?width=108&crop=smart&auto=webp&s=66b33151536e8f150f0a75d6f01a889bdf71a44a', 'width': 108}, {'height': 216, 'url': '... | ||
If you feed an LLM with a fragment of its own output, it'll tend to reproduce the fragment literally. | 12 | I noticed an odd behavior.
In order to summarize a long text I decided to iterate over a bunch of paragraphs, one bunch at a time, and have the LLM generate the summary for each bunch, until it's finished.
It occurred to me that it would be nice to provide to each bunch, as context, the summary of the previous bunch,... | 2023-09-01T01:52:01 | https://www.reddit.com/r/LocalLLaMA/comments/166u0ig/if_you_feed_an_llm_with_a_fragment_of_its_own/ | Responsible_Warning3 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166u0ig | false | null | t3_166u0ig | /r/LocalLLaMA/comments/166u0ig/if_you_feed_an_llm_with_a_fragment_of_its_own/ | false | false | self | 12 | null |
Llama 2 Platform APIs with per-token pricing - are there any I'm not aware of? | 21 | I'm interested in finding the best Llama 2 API service - I want to use Llama 2 as a cheaper/faster alternative to gpt-3.5-turbo in an application I'm building. I have bursty requests and a lot of time without users so I really don't want to host my own instance of Llama 2, it's only viable for me if I can pay per-token... | 2023-09-01T01:37:23 | https://www.reddit.com/r/LocalLLaMA/comments/166tp5q/llama_2_platform_apis_with_pertoken_pricing_are/ | mikachip | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166tp5q | false | null | t3_166tp5q | /r/LocalLLaMA/comments/166tp5q/llama_2_platform_apis_with_pertoken_pricing_are/ | false | false | self | 21 | {'enabled': False, 'images': [{'id': 'gdv5Bh89JWXxDpkAlTrk_zCb-qJxrREhAWY8_SsUogU', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/tD62_gbrTKSFS-T2_bh8iKW4Yhfa_e5FHjFP5FsdITU.jpg?width=108&crop=smart&auto=webp&s=ec134d5f1c4f53b9f67d5942dbd314037af38666', 'width': 108}, {'height': 216, 'url': '... |
New to LLMs and I have questions about video cards | 0 | Are two cards with 16GB of VRAM each basically the same as a single 32GB card? Could I run a >16GB model by spreading it across two cards, or does it need to run on one single card with enough RAM to handle it?
I see MI25s on ebay for around $100, are they worth it? I can't get a $500 or $1000 card but I can spend $10... | 2023-09-01T00:47:34 | https://www.reddit.com/r/LocalLLaMA/comments/166slcm/new_to_llms_and_i_have_questions_about_video_cards/ | timschwartz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166slcm | false | null | t3_166slcm | /r/LocalLLaMA/comments/166slcm/new_to_llms_and_i_have_questions_about_video_cards/ | false | false | self | 0 | null |
Is there a general model size where q2 quants don't say nonsense? | 5 | ​
[This is a 13B think it's understandable since it's a q2 model, but still shocking in the moment. It was coherent up to this point. ](https://preview.redd.it/pgom9nvv7jlb1.png?width=894&format=png&auto=webp&s=b793a5e9e9ea49197d814d321dde24444b65ca16) | 2023-09-01T00:06:28 | https://www.reddit.com/r/LocalLLaMA/comments/166rm7k/is_there_a_general_model_size_where_q2_quants/ | multiverse_fan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166rm7k | false | null | t3_166rm7k | /r/LocalLLaMA/comments/166rm7k/is_there_a_general_model_size_where_q2_quants/ | false | false | 5 | null | |
Simplest python/local llm example? | 4 | I'm trying to get my head around wether this is feasible. Can i download a model from huggingface directly (say, nous-hermes) onto my machine (mac) and use a simple python script to interact with it?
Or must I use an intermediary like oogabooga or soething to communicate with it?
I'd live to find a minimal example
... | 2023-08-31T23:58:01 | https://www.reddit.com/r/LocalLLaMA/comments/166reh7/simplest_pythonlocal_llm_example/ | FahrenheitUnrequited | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166reh7 | false | null | t3_166reh7 | /r/LocalLLaMA/comments/166reh7/simplest_pythonlocal_llm_example/ | false | false | self | 4 | null |
Shoutout to thebloke for ranking on HuggingFace leaderboard with a gptq model, Genz 70B | 1 | [removed] | 2023-08-31T22:46:19 | https://www.reddit.com/r/LocalLLaMA/comments/166pn34/shoutout_to_thebloke_for_ranking_on_huggingface/ | multiverse_fan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166pn34 | false | null | t3_166pn34 | /r/LocalLLaMA/comments/166pn34/shoutout_to_thebloke_for_ranking_on_huggingface/ | false | false | 1 | null | |
Seeking Opinions: Best Open-Source Model for Q/A and Summarization on Financial Documents (between 13-40B) | 4 | Hello Guys !
I'm currently on the lookout for the best open-source language model for tackling question-answering (Q/A) and summarization tasks specifically tailored to financial documents. I'm looking for models with a capacity between 13 and 40 billion parameters.
I've already test llama2-chat-13b & mpt-30b-ins... | 2023-08-31T22:01:27 | https://www.reddit.com/r/LocalLLaMA/comments/166oii7/seeking_opinions_best_opensource_model_for_qa_and/ | GregLeSang | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166oii7 | false | null | t3_166oii7 | /r/LocalLLaMA/comments/166oii7/seeking_opinions_best_opensource_model_for_qa_and/ | false | false | self | 4 | null |
What is the best community/group to join if I want to connect with ChatGPT/LLM application developers? | 7 | I'm looking for a community that is mostly or exclusively made up of **makers**/**builders** who are collaborating together and launching prototypes, say every few months. Thanks! | 2023-08-31T21:30:42 | https://www.reddit.com/r/LocalLLaMA/comments/166nprz/what_is_the_best_communitygroup_to_join_if_i_want/ | AndreeSmothers | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166nprz | false | null | t3_166nprz | /r/LocalLLaMA/comments/166nprz/what_is_the_best_communitygroup_to_join_if_i_want/ | false | false | self | 7 | null |
conceptofmind/Yarn-Llama-2-13b-128k · Hugging Face | 18 | 2023-08-31T21:04:00 | https://huggingface.co/conceptofmind/Yarn-Llama-2-13b-128k | ninjasaid13 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 166n016 | false | null | t3_166n016 | /r/LocalLLaMA/comments/166n016/conceptofmindyarnllama213b128k_hugging_face/ | false | false | 18 | {'enabled': False, 'images': [{'id': '0zs2x8DfIxFl6IvCGjBc6nQCxvmLW425TKuxLZ_bNlk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/mpzz35zuqFFkT_P0fEg4RWpx4Xo9LEtTmaz_kBbuBeE.jpg?width=108&crop=smart&auto=webp&s=6dfe0d4329687120bca5a26454aa97241489780f', 'width': 108}, {'height': 116, 'url': 'h... | ||
RTX 4060 Ti 16 GB Users: Viable for 33/34b Models on ExLlama/GGML? | 4 | Has anyone tried using this GPU with ExLlama for 33/34b models? What's your experience?
Additionally, I'm curious about offloading speeds for GGML/GGUF.
Please share the tokens/s with specific context sizes.
TIA! | 2023-08-31T21:02:34 | https://www.reddit.com/r/LocalLLaMA/comments/166mykp/rtx_4060_ti_16_gb_users_viable_for_3334b_models/ | Xhehab_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166mykp | false | null | t3_166mykp | /r/LocalLLaMA/comments/166mykp/rtx_4060_ti_16_gb_users_viable_for_3334b_models/ | false | false | self | 4 | null |
3D artist - is there any model for Blender? | 2 | I've seen a few scripts connecting Blender to the OpenAI API. Are there any local models trained on Blender? I don't care if it "connects" to Blender. Just having something I can ask questions to locally and privately would be phenomenal. | 2023-08-31T19:58:34 | https://www.reddit.com/r/LocalLLaMA/comments/166l9bq/3d_artist_is_there_any_model_for_blender/ | JebryyathHS | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166l9bq | false | null | t3_166l9bq | /r/LocalLLaMA/comments/166l9bq/3d_artist_is_there_any_model_for_blender/ | false | false | self | 2 | null |
Trouble moving from Llama to Llama 2 | 3 | I'm using the procedure outlined in this colab notebook: [https://colab.research.google.com/drive/1rqWABmz2ZfolJOdoy6TRc6YI7d128cQO](https://colab.research.google.com/drive/1rqWABmz2ZfolJOdoy6TRc6YI7d128cQO)
It works great. It's the first one I've found that seems to really produce good results. The only problem is, ... | 2023-08-31T19:02:55 | https://www.reddit.com/r/LocalLLaMA/comments/166jszj/trouble_moving_from_llama_to_llama_2/ | Nathanielmhld | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166jszj | false | null | t3_166jszj | /r/LocalLLaMA/comments/166jszj/trouble_moving_from_llama_to_llama_2/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'nkhh65ujo5BznFJFojoMPaKjGuLSpPj6KGhRov-ykOg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/MrcDZx2izDY9ERwgWmMS-Hm2M3GEKZgeYLDszSh-KrQ.jpg?width=108&crop=smart&auto=webp&s=4b647239f77bf713f4a6209cfa4867351c055fd9', 'width': 108}, {'height': 216, 'url': '... |
128k Context Llama 2 Finetunes Using YaRN Interpolation (successor to NTK-aware interpolation) and Flash Attention 2 | 262 | GitHub (Includes links to models and preprint): [https://github.com/jquesnelle/yarn](https://github.com/jquesnelle/yarn)
arXiv link: coming soon!
Demo (Multiple-choice quiz on a novel of \~110k context): [https://colab.research.google.com/drive/1p7iNUQMbVGYWqrKMHvPPO4Q13fB5mwDF?usp=sharing](https://colab.research.goo... | 2023-08-31T18:52:03 | https://www.reddit.com/r/LocalLLaMA/comments/166jik4/128k_context_llama_2_finetunes_using_yarn/ | bloc97 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166jik4 | false | null | t3_166jik4 | /r/LocalLLaMA/comments/166jik4/128k_context_llama_2_finetunes_using_yarn/ | false | false | 262 | {'enabled': False, 'images': [{'id': 'BZSrezHRZHYsRr1vcKM9NmhztB0BCRyk3SjbicIY0FI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/ZU6AxVsLZjiF3E-jxsgtJQ9lCZ-Ed2W49RmJvkcbPus.jpg?width=108&crop=smart&auto=webp&s=bbd7d402b8eedcc23d9c16ce44e970b394a6fac4', 'width': 108}, {'height': 108, 'url': 'h... | |
Llama-2 with 128k context length thanks to YaRN | 83 | 2023-08-31T18:47:28 | https://twitter.com/EnricoShippole/status/1697317625116742119?s=20 | hackerllama | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 166je92 | false | {'oembed': {'author_name': 'Enrico Shippole', 'author_url': 'https://twitter.com/EnricoShippole', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Releasing Yarn-Llama-2-13b-128k, a Llama-2 model, trained for 128k context length using YaRN scaling. The model was... | t3_166je92 | /r/LocalLLaMA/comments/166je92/llama2_with_128k_context_length_thanks_to_yarn/ | false | false | 83 | {'enabled': False, 'images': [{'id': 'V6VT4I1rRJrroUZRSWQkoDyJhHPsirqib-AblynNy30', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/993FeXP1LyP0fGszQgeS_S6P1DeKojDFcf685MGBzLo.jpg?width=108&crop=smart&auto=webp&s=d8b4eda9903ec1b3deac06d7405c3cbd97bce0a9', 'width': 108}], 'source': {'height': 70,... | ||
128k Context Llama 2 Finetunes Using YaRN Interpolation (successor to NTK-aware interpolation) and Flash Attention 2 | 1 | [removed] | 2023-08-31T18:46:28 | https://www.reddit.com/r/LocalLLaMA/comments/166jdbh/128k_context_llama_2_finetunes_using_yarn/ | bloc97 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166jdbh | false | null | t3_166jdbh | /r/LocalLLaMA/comments/166jdbh/128k_context_llama_2_finetunes_using_yarn/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'BZSrezHRZHYsRr1vcKM9NmhztB0BCRyk3SjbicIY0FI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/ZU6AxVsLZjiF3E-jxsgtJQ9lCZ-Ed2W49RmJvkcbPus.jpg?width=108&crop=smart&auto=webp&s=bbd7d402b8eedcc23d9c16ce44e970b394a6fac4', 'width': 108}, {'height': 108, 'url': 'h... | |
128k Context Llama 2 Finetunes Using YaRN Interpolation (successor to NTK-aware interpolation) and Flash Attention 2 | 1 | [removed] | 2023-08-31T18:37:54 | https://www.reddit.com/r/LocalLLaMA/comments/166j59j/128k_context_llama_2_finetunes_using_yarn/ | bloc97 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166j59j | false | null | t3_166j59j | /r/LocalLLaMA/comments/166j59j/128k_context_llama_2_finetunes_using_yarn/ | false | false | 1 | {'enabled': False, 'images': [{'id': '--9zHPHUP3AoAb8GNz4v4pSPddJXXlQHm5Cx9Vu6KXE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/wG3-GYKNXOm8mm81hod5tuijuBKBdtTWXCP6Lz8Rrxo.jpg?width=108&crop=smart&auto=webp&s=9894ee258ab24c10cb56f13f2be2bc34a93d3d23', 'width': 108}, {'height': 116, 'url': 'h... | |
Finetuning Chat LLM (Llama2-chat): Data set best practices | 12 | What are some best practices when it comes to finetuning (Axolotl Repo) an LLM (Llama2-chat) and regards to data, quantity, quality, depths, etc to make the finetuning and interaction meaningful? The goal is to feed it n number of snippets from various document sources to be able to act as an assistant when it comes to... | 2023-08-31T18:14:39 | https://www.reddit.com/r/LocalLLaMA/comments/166ij98/finetuning_chat_llm_llama2chat_data_set_best/ | orangeatom | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166ij98 | false | null | t3_166ij98 | /r/LocalLLaMA/comments/166ij98/finetuning_chat_llm_llama2chat_data_set_best/ | false | false | self | 12 | null |
Code Llama 34B F16 at 20t/s on a MacBook | 117 | 2023-08-31T17:55:31 | https://twitter.com/ggerganov/status/1697262700165013689 | sleeper-2 | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 166i0sw | false | {'oembed': {'author_name': 'Georgi Gerganov', 'author_url': 'https://twitter.com/ggerganov', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Full F16 precision 34B Code Llama at >20 t/s on M2 Ultra <a href="https://t.co/7diki8zes4">pic.twitter.com/7diki8zes4... | t3_166i0sw | /r/LocalLLaMA/comments/166i0sw/code_llama_34b_f16_at_20ts_on_a_macbook/ | false | false | 117 | {'enabled': False, 'images': [{'id': 'yDjqZZNr5Jhf8s-3eNrIbB_jkTuhTJPTbC4EGUIkLbQ', 'resolutions': [{'height': 80, 'url': 'https://external-preview.redd.it/NHxQ79GDr5I3zzp9gT4sRc89fSL4CF4IuCfj7VHtPUc.jpg?width=108&crop=smart&auto=webp&s=f592c4a04583e809ecf686b210850d7cb842eaf1', 'width': 108}], 'source': {'height': 104... | ||
I compared a few different Code Llama variants locally | 2 | 2023-08-31T17:26:49 | http://www.xethub.com/blog/comparing-code-llama-models-locally-macbook/ | semicausal | xethub.com | 1970-01-01T00:00:00 | 0 | {} | 166h9rd | false | null | t3_166h9rd | /r/LocalLLaMA/comments/166h9rd/i_compared_a_few_different_code_llama_variants/ | false | false | 2 | {'enabled': False, 'images': [{'id': 'tLlKuE5EoPs6lN46OBoqyTS43XgbiyuXtsh2PGLKmmI', 'resolutions': [{'height': 59, 'url': 'https://external-preview.redd.it/nFP8ssVeCQUjuhFTrPJLEMOkHOegECPHkcBycy1MSsQ.jpg?width=108&crop=smart&auto=webp&s=471c7bcf4ed32308d966385ed67170af64845c87', 'width': 108}, {'height': 118, 'url': 'h... | ||
Model parallelism with LoRA | 16 | I've been experimenting with fine-tuning Llama2 models using 3 A6000 GPUs, and I've been surprised to discover than none of the widely-discussed model parallelism methods actually distribute compute and memory across all the cards.
Using HF Accelerate with `device_map='auto'` distributes the memory across cards, but i... | 2023-08-31T17:23:05 | https://www.reddit.com/r/LocalLLaMA/comments/166h6bx/model_parallelism_with_lora/ | jeremyhoward | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166h6bx | false | null | t3_166h6bx | /r/LocalLLaMA/comments/166h6bx/model_parallelism_with_lora/ | false | false | self | 16 | {'enabled': False, 'images': [{'id': 'QQsNn7b-lo6lk-hu0XsOUKBoGabYmEoJdf2Nqjgj3Ts', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/UwKA4IMS8kW5jvwLK1u8bYVOBs-1DGEksStdVjgNMU0.jpg?width=108&crop=smart&auto=webp&s=edf14f36e15f2da0afac14595f5e398c4425771c', 'width': 108}, {'height': 108, 'url': 'h... |
🤖 Agenta: LLaMA-Compatible Open-Source Platform for LLM Prompt Engineering, Evaluation, and Deployment | 2 | 2023-08-31T17:18:37 | https://v.redd.it/rrzoiej79hlb1 | resiros | /r/LocalLLaMA/comments/166h29a/agenta_llamacompatible_opensource_platform_for/ | 1970-01-01T00:00:00 | 0 | {} | 166h29a | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/rrzoiej79hlb1/DASHPlaylist.mpd?a=1696180716%2CY2M4MzE5NTBkYTliODAwYjFhOGQ3ZGEyNWJmZjM1NTliZjExNWI5N2ViNTYwZjVjMzM0ZjJiNGM3N2EwZGU5OA%3D%3D&v=1&f=sd', 'duration': 127, 'fallback_url': 'https://v.redd.it/rrzoiej79hlb1/DASH_1080.mp4?source=fallback', '... | t3_166h29a | /r/LocalLLaMA/comments/166h29a/agenta_llamacompatible_opensource_platform_for/ | false | false | 2 | {'enabled': False, 'images': [{'id': 'hghi4oqfuhZuhSekD3-ctTZO2Hvfwh-szT7SqZIahYQ', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/KrZ1T2cUm0mycqt5AuvjI72kMfQz9pb06oB3tvw0z9w.png?width=108&crop=smart&format=pjpg&auto=webp&s=7a6086b320bd28f15684d42824839c707fd11d72', 'width': 108}, {'height': 12... | ||
Local LLM roleplay using raw transformers library | 4 | Hi everyone,
I'm having some difficulty using transformers library with 'airoboros-l2-13b'. My goal is to give a 'persona' to the AI and talk with it.
However, based on the 'prompt template' recommended for airoboros, I really don't get how to do it.
I don't want to use any front-end, text UI or anything. Because I ... | 2023-08-31T16:54:42 | https://www.reddit.com/r/LocalLLaMA/comments/166ggja/local_llm_roleplay_using_raw_transformers_library/ | Possible-Ball-3423 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166ggja | false | null | t3_166ggja | /r/LocalLLaMA/comments/166ggja/local_llm_roleplay_using_raw_transformers_library/ | false | false | self | 4 | null |
Has anyone manged to use fill in the middle with CodeLlama in 4bit? | 3 | Looked into exllama and others, there seems to be feature request in llama.cpp what about other libs? | 2023-08-31T16:50:42 | https://www.reddit.com/r/LocalLLaMA/comments/166gcx2/has_anyone_manged_to_use_fill_in_the_middle_with/ | kpodkanowicz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166gcx2 | false | null | t3_166gcx2 | /r/LocalLLaMA/comments/166gcx2/has_anyone_manged_to_use_fill_in_the_middle_with/ | false | false | self | 3 | null |
Falcon-40B on 2 NVIDIA RTX A6000 48GB | 14 | I want to run inference with Falcon-40B-instruct and I have 2 Nvidia A6000 with 48gb each.
Do you know if I can "combine" the memory of these GPUs to run this model? | 2023-08-31T15:38:08 | https://www.reddit.com/r/LocalLLaMA/comments/166eiat/falcon40b_on_2_nvidia_rtx_a6000_48gb/ | rancidog | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166eiat | false | null | t3_166eiat | /r/LocalLLaMA/comments/166eiat/falcon40b_on_2_nvidia_rtx_a6000_48gb/ | false | false | self | 14 | null |
4 Bit + Exlamma on H100 or A100 | 9 | I have heard that the H100 gives drastic inference speed boost compared to the 3090s(upto 30x). I tested a 13B parameter model(4 bit + Exlamma) on the H100 but got only about a 30% speed boost.
All GPUS running on runpod.
​
Is this normal or am i missing something? | 2023-08-31T15:28:04 | https://www.reddit.com/r/LocalLLaMA/comments/166e8cp/4_bit_exlamma_on_h100_or_a100/ | ll_Teto_ll | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166e8cp | false | null | t3_166e8cp | /r/LocalLLaMA/comments/166e8cp/4_bit_exlamma_on_h100_or_a100/ | false | false | self | 9 | null |
How much would you be willing to pay for a RTX 4090 with 48GB of VRAM | 4 | A single 48GB card would be able to run Llama2 70B with 4-bit quantization. Doing SLI with two GPUs seems like a good strategy to increase VRAM but it does seem to have performance downsides as well as practical concerns like taking up space in a chassis and power/cooling.
It seems like the cheapest 24GB 4090's go for... | 2023-08-31T14:58:44 | https://www.reddit.com/r/LocalLLaMA/comments/166dgq7/how_much_would_you_be_willing_to_pay_for_a_rtx/ | tripmine | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166dgq7 | false | null | t3_166dgq7 | /r/LocalLLaMA/comments/166dgq7/how_much_would_you_be_willing_to_pay_for_a_rtx/ | false | false | self | 4 | null |
I want to deploy my fine tuned model like a chatbot | 12 | I don't mind if it's a paid service. I recently fine tuned a model and now want to deploy it so my client can test with some users. I tried replicate but got totally lost on how to push the model their. I would appreciate any advice from you guys | 2023-08-31T14:07:29 | https://www.reddit.com/r/LocalLLaMA/comments/166c5fq/i_want_to_deploy_my_fine_tuned_model_like_a/ | _Sneaky_Bastard_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166c5fq | false | null | t3_166c5fq | /r/LocalLLaMA/comments/166c5fq/i_want_to_deploy_my_fine_tuned_model_like_a/ | false | false | self | 12 | null |
Is anyone using Llama 2 for serious financial work? | 1 | [removed] | 2023-08-31T13:57:59 | https://www.reddit.com/r/LocalLLaMA/comments/166bwrv/is_anyone_using_llama_2_for_serious_financial_work/ | Natural-Sentence-601 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166bwrv | false | null | t3_166bwrv | /r/LocalLLaMA/comments/166bwrv/is_anyone_using_llama_2_for_serious_financial_work/ | false | false | default | 1 | null |
Code Llama digression | 1 | I use Code Llama with Llama.cpp.
I do not know why, but sometime, Code Llama digresses a lot.
He changes its name arbitrarily from the name given by \`prompts/chat-with-bob.txt\`.
So yesterday, Code Llama changed from "Bob" to "Doctor" (visible in the prompt), and started a medical consultation.
Today, it changes i... | 2023-08-31T13:47:21 | https://www.reddit.com/r/LocalLLaMA/comments/166bnj1/code_llama_digression/ | RobotEntropy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166bnj1 | false | null | t3_166bnj1 | /r/LocalLLaMA/comments/166bnj1/code_llama_digression/ | false | false | self | 1 | null |
Cerebras, G42's Inception, and MBZUAI announce Jais a 13B parameter model that trained on a new 395 billion token Arabic-English-Code dataset | 19 | 2023-08-31T13:07:32 | https://huggingface.co/inception-mbzuai | maroule | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 166ap2h | false | null | t3_166ap2h | /r/LocalLLaMA/comments/166ap2h/cerebras_g42s_inception_and_mbzuai_announce_jais/ | false | false | 19 | {'enabled': False, 'images': [{'id': '0aRd9X0kpVtiEBxYuP4bF4GEppnt9yPik8OjEWz4f8Y', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/p2HnJ-0BA9ymRyqDEq24xs62SgKEMQ52SL8WG4dNQPg.jpg?width=108&crop=smart&auto=webp&s=3c552bf6c07ba0f3989a232364d6258df098be04', 'width': 108}, {'height': 116, 'url': 'h... | ||
AI tool to classify sentences (not sentiment) | 1 | Hi all, I've got a ton of sentences that I'd like to try to analyze. Mostly what I'm wondering is if there's an ai tool that looks at whether or not the sentence is structurally correct. I'll kind of define what I want below. I've been through a lot on hugging face and have a feeling I just don't know what to search... | 2023-08-31T12:50:11 | https://www.reddit.com/r/LocalLLaMA/comments/166aama/ai_tool_to_classify_sentences_not_sentiment/ | I_M_Scott | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166aama | false | null | t3_166aama | /r/LocalLLaMA/comments/166aama/ai_tool_to_classify_sentences_not_sentiment/ | false | false | self | 1 | null |
What kinda of models could I train and run with 2x 2080 TI gpus? | 1 | What kinda of models could I train and run with 2x 2080 TI gpus?
Could I finetune the 35B model with those?
​ | 2023-08-31T12:40:47 | https://www.reddit.com/r/LocalLLaMA/comments/166a2zn/what_kinda_of_models_could_i_train_and_run_with/ | MaleficentArgument51 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166a2zn | false | null | t3_166a2zn | /r/LocalLLaMA/comments/166a2zn/what_kinda_of_models_could_i_train_and_run_with/ | false | false | self | 1 | null |
What kinda of models could I train and run with 2x 2080 TI gpus? | 0 | What kinda of models could I train and run with 2x 2080 TI gpus?
Could I finetune the 35B model with those?
​ | 2023-08-31T12:40:33 | https://www.reddit.com/r/LocalLLaMA/comments/166a2sg/what_kinda_of_models_could_i_train_and_run_with/ | MaleficentArgument51 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166a2sg | false | null | t3_166a2sg | /r/LocalLLaMA/comments/166a2sg/what_kinda_of_models_could_i_train_and_run_with/ | false | false | self | 0 | null |
convert WizardCoder-15B-V1.0 pytorch_model.bin to "gguf" format | 0 | I know that there is gguf Wizard Coder model in gguf format online, but I want to try different quantization.
I tried with `llama.cpp`'s `convert`, but seems the Wizard Coder config.json lacks of parameters, at least:
- hidden_size
- num_hidden_layers
- intermediate_size | 2023-08-31T10:54:30 | https://www.reddit.com/r/LocalLLaMA/comments/1667uy3/convert_wizardcoder15bv10_pytorch_modelbin_to/ | RobotEntropy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1667uy3 | false | null | t3_1667uy3 | /r/LocalLLaMA/comments/1667uy3/convert_wizardcoder15bv10_pytorch_modelbin_to/ | false | false | self | 0 | null |
General guidance on my project please. | 0 | Could someone please help with fleshing out the steps that I need to take to get my project underway?
Here is the info: I have a rented ubuntu server(ryzen 5900x, 64gb ram) that I can access remotely. No graphics card and no graphical interface on the server. I want to run a uncensored LLM on this rig. I tried downloa... | 2023-08-31T10:15:01 | https://www.reddit.com/r/LocalLLaMA/comments/16674h6/general_guidance_on_my_project_please/ | toorik | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16674h6 | false | null | t3_16674h6 | /r/LocalLLaMA/comments/16674h6/general_guidance_on_my_project_please/ | false | false | self | 0 | null |
Easiest way to fine-tune local llama on local documents? | 1 | [removed] | 2023-08-31T10:11:37 | https://www.reddit.com/r/LocalLLaMA/comments/166729y/easiest_way_to_finetune_local_llama_on_local/ | innocuousAzureus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 166729y | false | null | t3_166729y | /r/LocalLLaMA/comments/166729y/easiest_way_to_finetune_local_llama_on_local/ | false | false | self | 1 | null |
oobabooga WebUI, how to load Airoboros or RuGPT? | 1 | [removed] | 2023-08-31T08:43:53 | https://www.reddit.com/r/LocalLLaMA/comments/1665imc/oobabooga_webui_how_to_load_airoboros_or_rugpt/ | Hatred_grows | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1665imc | false | null | t3_1665imc | /r/LocalLLaMA/comments/1665imc/oobabooga_webui_how_to_load_airoboros_or_rugpt/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'BSGypydhj3aqZI6EFooEI4Yg4z_M69pfAA9SmTL6gTg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/zFynjMQ7SyJu_FUI1H1baj_aJj6tdZrubpz8CiFhw5w.jpg?width=108&crop=smart&auto=webp&s=1363007b542f1f33e3a73dfb37d0de15806c13b6', 'width': 108}, {'height': 116, 'url': 'h... | |
Q&A bot with conversation memory | 1 | [removed] | 2023-08-31T07:56:07 | https://www.reddit.com/r/LocalLLaMA/comments/1664p7a/qa_bot_with_conversation_memory/ | anindya_42 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1664p7a | false | null | t3_1664p7a | /r/LocalLLaMA/comments/1664p7a/qa_bot_with_conversation_memory/ | false | false | self | 1 | null |
Your best model? | 15 | I’m running in my KVM virtual server (24GB RAM) and my best model so far is:
7B: llama-2-Chat
13B: airoboros l2 2.1
What about yours? | 2023-08-31T07:08:31 | https://www.reddit.com/r/LocalLLaMA/comments/1663v5e/your_best_model/ | MichaelBui2812 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1663v5e | false | null | t3_1663v5e | /r/LocalLLaMA/comments/1663v5e/your_best_model/ | false | false | self | 15 | null |
L0 Airdrop Odyssey: Navigating the Crypto Unknown | 1 | [removed] | 2023-08-31T06:44:11 | https://www.reddit.com/r/LocalLLaMA/comments/1663fmz/l0_airdrop_odyssey_navigating_the_crypto_unknown/ | Maximum-Unhappy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1663fmz | false | null | t3_1663fmz | /r/LocalLLaMA/comments/1663fmz/l0_airdrop_odyssey_navigating_the_crypto_unknown/ | false | false | self | 1 | null |
RoPE Feq Base for CodeLLaMA | 12 | I've seen a few contradictory statements on what the value for RoPE freb base in CodeLLaMA models should be.
Any reason that RoPE feq base value should not be set to 10^6 for CodeLLaMA even if you are not using long context?
Does it even make any difference, has anyone try running perplexity test with the value set ... | 2023-08-31T06:29:08 | onil_gova | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 166366q | false | null | t3_166366q | /r/LocalLLaMA/comments/166366q/rope_feq_base_for_codellama/ | false | false | 12 | {'enabled': True, 'images': [{'id': 'rx1yuBljknMD1wbXooHDs6XcDuvG8NcWdVBVDyLgrio', 'resolutions': [{'height': 15, 'url': 'https://preview.redd.it/qgb1bbmz3elb1.jpg?width=108&crop=smart&auto=webp&s=e844163c330903c9c07c83ef2aee48da844cff70', 'width': 108}, {'height': 30, 'url': 'https://preview.redd.it/qgb1bbmz3elb1.jpg?... | ||
Creating a chatbot for work using open source vs openai | 5 | I was thinking of showing some initiative and creating a chatbot for the company I work for. My company hosts thousands of clients product catalogs and the antique search engine isn't exactly the most user friendly and most speedy way to find what your looking for. If I'm searching for product X that does ABC but the ... | 2023-08-31T06:19:03 | https://www.reddit.com/r/LocalLLaMA/comments/1662zq6/creating_a_chatbot_for_work_using_open_source_vs/ | Erdeem | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1662zq6 | false | null | t3_1662zq6 | /r/LocalLLaMA/comments/1662zq6/creating_a_chatbot_for_work_using_open_source_vs/ | false | false | self | 5 | null |
Meta Research publishes LM-Infinite Paper | 1 | [deleted] | 2023-08-31T06:14:05 | https://arxiv.org/abs/2308.16137 | ninjasaid13 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1662wjh | false | null | t3_1662wjh | /r/LocalLLaMA/comments/1662wjh/meta_research_publishes_lminfinite_paper/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/0HhwdU6MKIAKjL9Y8-B_iH374a3NiPTy0ib8lmloRzA.jpg?width=108&crop=smart&auto=webp&s=2711d572cfc6c713893cf24e8c4a7344d5ad8a4c', 'width': 108}, {'height': 126, 'url': 'h... | |
Suggested reading? | 0 | [removed] | 2023-08-31T05:43:49 | https://www.reddit.com/r/LocalLLaMA/comments/1662cs7/suggested_reading/ | Seclusion72 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1662cs7 | false | null | t3_1662cs7 | /r/LocalLLaMA/comments/1662cs7/suggested_reading/ | false | false | self | 0 | null |
Is this contextsize limit I am hitting? kcpp really slows down. | 1 | [removed] | 2023-08-31T05:34:07 | https://www.reddit.com/r/LocalLLaMA/comments/16626i3/is_this_contextsize_limit_i_am_hitting_kcpp/ | wh33t | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16626i3 | false | null | t3_16626i3 | /r/LocalLLaMA/comments/16626i3/is_this_contextsize_limit_i_am_hitting_kcpp/ | false | false | self | 1 | null |
Best Way to do this? | 1 | [removed] | 2023-08-31T04:54:46 | https://www.reddit.com/r/LocalLLaMA/comments/1661gmc/best_way_to_do_this/ | himaw26303 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1661gmc | false | null | t3_1661gmc | /r/LocalLLaMA/comments/1661gmc/best_way_to_do_this/ | false | false | self | 1 | null |
How to determine max model size for 12 Gb VRAM & 32Gb RAM? | 1 | [removed] | 2023-08-31T04:53:59 | https://www.reddit.com/r/LocalLLaMA/comments/1661g3x/how_to_determine_max_model_size_for_12_gb_vram/ | Ok-Conversation-2418 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1661g3x | false | null | t3_1661g3x | /r/LocalLLaMA/comments/1661g3x/how_to_determine_max_model_size_for_12_gb_vram/ | false | false | default | 1 | null |
Llama2 13B - 4070ti | 13 | Hello!
Im new to the local llms topic so dont judge me.
I set up the oobabooga WebUI from github and tested some models so i tried Llama2 13B (theBloke version from hf). I tested the chat GGML and the for gpu optimized GPTQ (both with the correct model loader). With the default settings for model loader im wating lik... | 2023-08-31T04:45:44 | https://www.reddit.com/r/LocalLLaMA/comments/1661ag6/llama2_13b_4070ti/ | Able_Stop | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1661ag6 | false | null | t3_1661ag6 | /r/LocalLLaMA/comments/1661ag6/llama2_13b_4070ti/ | false | false | self | 13 | null |
Llama 2 | 1 | [removed] | 2023-08-31T04:34:16 | https://www.reddit.com/r/LocalLLaMA/comments/16612oc/llama_2/ | BadriMLJ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16612oc | false | null | t3_16612oc | /r/LocalLLaMA/comments/16612oc/llama_2/ | false | false | self | 1 | null |
Is LLaMA 2 34B not coming? | 1 | Is LLaMA 2 34B not coming? They seem to have a code version but why not a regular model? | 2023-08-31T04:10:50 | https://www.reddit.com/r/LocalLLaMA/comments/1660mht/is_llama_2_34b_not_coming/ | ninjasaid13 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1660mht | false | null | t3_1660mht | /r/LocalLLaMA/comments/1660mht/is_llama_2_34b_not_coming/ | false | false | self | 1 | null |
Looking for testers: I'm hosting open-source LLMs for free. | 27 | I'm working on a [project](https://www.fullmetal.ai) that's a distributed network of hosted LLMs.
I believe this can be useful for those who don't have a 1000+ USD/mo budget to host their own LLM. Also, it's much easier & quicker than setting up your own VM.
If you're building a startup/experimental app that requires... | 2023-08-31T03:54:10 | https://www.reddit.com/r/LocalLLaMA/comments/1660abe/looking_for_testers_im_hosting_opensource_llms/ | m0dE | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1660abe | false | null | t3_1660abe | /r/LocalLLaMA/comments/1660abe/looking_for_testers_im_hosting_opensource_llms/ | false | false | self | 27 | {'enabled': False, 'images': [{'id': 'ibz-WbgWLTq9fNGmdvXvmXTzV2aIzevVHMd_bWL6pI8', 'resolutions': [{'height': 51, 'url': 'https://external-preview.redd.it/ih6BzyHit_orBvtNDmmd8ZxaCux0xj8dbcoGoogR9nE.jpg?width=108&crop=smart&auto=webp&s=457a261efe0bdaad9b0facd7c5344552c3630b55', 'width': 108}, {'height': 103, 'url': 'h... |
LLama 2 7B and 13B in the browser via WebGPU | 3 | 2023-08-31T03:50:43 | https://thiggle.com/local-llm | sublimefunk | thiggle.com | 1970-01-01T00:00:00 | 0 | {} | 16607w6 | false | null | t3_16607w6 | /r/LocalLLaMA/comments/16607w6/llama_2_7b_and_13b_in_the_browser_via_webgpu/ | false | false | 3 | {'enabled': False, 'images': [{'id': 'qD0XgrR1PRzf6wj7d5HKfhz2TB6LOaoRDoPJiDUjdsw', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/S_k4VWqTvOHibc6HBs8xYmcId_zC25eK5sfu1wePLGA.jpg?width=108&crop=smart&auto=webp&s=0fdc6e2a2852dac7fc2c7b298e8e5bbb0707ab47', 'width': 108}, {'height': 113, 'url': 'h... | ||
Lightweight LLama variants for Mobile applications | 4 | Are there LLama v2 or other variants of LLama (Camel, Alpaca) that can be utilized on mobile devices? I am looking for lightweight models essentially, preferably with python bindings so that i can run that on my jupyter notebook. | 2023-08-31T03:34:04 | https://www.reddit.com/r/LocalLLaMA/comments/165zvle/lightweight_llama_variants_for_mobile_applications/ | thesithlord27 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165zvle | false | null | t3_165zvle | /r/LocalLLaMA/comments/165zvle/lightweight_llama_variants_for_mobile_applications/ | false | false | self | 4 | null |
[R] LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models | 114 | 2023-08-31T03:26:18 | ntortellini | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 165zpn9 | false | null | t3_165zpn9 | /r/LocalLLaMA/comments/165zpn9/r_lminfinite_simple_onthefly_length/ | false | false | 114 | {'enabled': True, 'images': [{'id': 'YaivsmwidzU1zSPZw6YOL4YfR58kZiimrOnfFCkoEtE', 'resolutions': [{'height': 50, 'url': 'https://preview.redd.it/2opuwgax6dlb1.png?width=108&crop=smart&auto=webp&s=c1778e96cbe101240b1aa235185235ff2ffff212', 'width': 108}, {'height': 100, 'url': 'https://preview.redd.it/2opuwgax6dlb1.png... | |||
WizardLM vs. Phind-CodeLlama - Test yourself Battleground | 1 | [removed] | 2023-08-31T03:26:04 | https://www.reddit.com/r/LocalLLaMA/comments/165zphb/wizardlm_vs_phindcodellama_test_yourself/ | VideoTo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165zphb | false | null | t3_165zphb | /r/LocalLLaMA/comments/165zphb/wizardlm_vs_phindcodellama_test_yourself/ | false | false | self | 1 | null |
Compute Express Link aka CXL | 1 | Is cxl memory something that will help make large models easier to run or not really?
https://www.asteralabs.com/product-details/aurora-a-series/ | 2023-08-31T02:54:40 | https://www.reddit.com/r/LocalLLaMA/comments/165z17q/compute_express_link_aka_cxl/ | Ergosyn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165z17q | false | null | t3_165z17q | /r/LocalLLaMA/comments/165z17q/compute_express_link_aka_cxl/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'CKuF0-D924_Ztr8tBFLdsMJyTAWJW-zYH5Pn48BocOk', 'resolutions': [{'height': 88, 'url': 'https://external-preview.redd.it/YREXUyVQH_L_aYlZSATW50HahrwkOJS_WoSwtMD6fEs.jpg?width=108&crop=smart&auto=webp&s=738f18ab1491c35a85da4b0e5058c714c4ca85c6', 'width': 108}, {'height': 176, 'url': 'h... |
Perplexity of Q4_K_M vs GPTQ 64G? | 2 | Anyone have 2 identical models in these quants and can run perplexity in ooba? Something quick like PTB_NEW? The test can run in HF.
Might shed some light as to whether it's better to get the GPTQ of a 70b or the GGXX. The Q4 is the last that fits in 48g, extra context not withstanding. | 2023-08-31T02:33:20 | https://www.reddit.com/r/LocalLLaMA/comments/165ykbp/perplexity_of_q4_k_m_vs_gptq_64g/ | a_beautiful_rhind | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165ykbp | false | null | t3_165ykbp | /r/LocalLLaMA/comments/165ykbp/perplexity_of_q4_k_m_vs_gptq_64g/ | false | false | self | 2 | null |
How to set up CodeLlama on Exllama | 4 | I've been trying to set up various extended context models on Exllama and I just want to make sure I'm doing things properly. I've been able to get longer responses out of the box if I set the max seq len to longer but the responses start to get weird/unreliable after 4k tokens. Is there anything else I need to do to g... | 2023-08-31T01:57:55 | https://www.reddit.com/r/LocalLLaMA/comments/165xqw4/how_to_set_up_codellama_on_exllama/ | a_slay_nub | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165xqw4 | false | null | t3_165xqw4 | /r/LocalLLaMA/comments/165xqw4/how_to_set_up_codellama_on_exllama/ | false | false | self | 4 | null |
Formatting Training Datasets? Getting pwned | 5 | I've been training LLaMA-2-7B-bf16-sharded models with datasets off HuggingFace inside Google Colabs. The training loss goes down and they work well. I've tried a couple different datasets and it works well. Then I try the same notebook code with my own dataset (uploaded to HuggingFace) and all sorts of bizarre things ... | 2023-08-31T01:36:34 | https://www.reddit.com/r/LocalLLaMA/comments/165x9if/formatting_training_datasets_getting_pwned/ | TaleOfTwoDres | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165x9if | false | null | t3_165x9if | /r/LocalLLaMA/comments/165x9if/formatting_training_datasets_getting_pwned/ | false | false | self | 5 | null |
Using 2 GPUs? | 3 | I’m currently interested to buy another GPU as my 4070ti is lacking the VRAM needed for the best models. Will this even work? And, if it does do I need two of the same GPUs. Thank for any responses. | 2023-08-31T00:17:18 | https://www.reddit.com/r/LocalLLaMA/comments/165vg4p/using_2_gpus/ | marv34001 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165vg4p | false | null | t3_165vg4p | /r/LocalLLaMA/comments/165vg4p/using_2_gpus/ | false | false | self | 3 | null |
Does ram speed and size matter when your GPU can load the model? | 5 | Hi I'm new to local LLM stuff.
Like the title says, I was wondering if the RAM speed and size affect the text generating performance.
For instance, if an RTX3060 can load a 13b size model, will adding more RAM boost the performance?
​
I'm planning on setting up my PC like this
\- CPU: Intel i5 13600k
\- M... | 2023-08-30T23:51:23 | https://www.reddit.com/r/LocalLLaMA/comments/165uuep/does_ram_speed_and_size_matter_when_your_gpu_can/ | Sufficient_Bit_3312 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165uuep | false | null | t3_165uuep | /r/LocalLLaMA/comments/165uuep/does_ram_speed_and_size_matter_when_your_gpu_can/ | false | false | self | 5 | null |
The CodeLlama BASE is strangely fantastic general purpose for finetuning! | 118 | I'm having a sudden significant jump in quality with the CodeLLaMa 13b and 34B as bases for finetuning. ( BASE, not the python or instruct)You can so easily finetune it into anything - very flexible. Don't let the "Code" fool you.
Strangely, even without any finetuning, you can simply use a system prompt on the base ... | 2023-08-30T22:46:59 | https://www.reddit.com/r/LocalLLaMA/comments/165tb0q/the_codellama_base_is_strangely_fantastic_general/ | FPham | self.LocalLLaMA | 2023-08-31T13:47:51 | 0 | {} | 165tb0q | false | null | t3_165tb0q | /r/LocalLLaMA/comments/165tb0q/the_codellama_base_is_strangely_fantastic_general/ | false | false | self | 118 | null |
What do people think of NovelAI? | 8 | Hey all, recently I've seen a post(s) which briefly mentioned frustration with NovelAI limitations.
As someone who uses both local (3090) and NovelAI, I find that I actually prefer NovelAI for most things, especially with their new 13B model (Kayra).
Curious if anyone can share their experiences on when local works be... | 2023-08-30T21:44:20 | https://www.reddit.com/r/LocalLLaMA/comments/165rq8v/what_do_people_think_of_novelai/ | TheOtherKaiba | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165rq8v | false | null | t3_165rq8v | /r/LocalLLaMA/comments/165rq8v/what_do_people_think_of_novelai/ | false | false | self | 8 | null |
Anyone familiar with the error "ggml_new_tensor_impl: not enough space in the context's memory pool"? | 1 | I'm using a 3080 10G & 32GB RAM. I can use 7B and 13B models no problem but I've tried 2 different 22B (GGML) models in Oobabooga and can load 20/43 layers without getting the normal OOM error. However, if I enter a prompt that has more than roughly 1732 characters (including spaces) / 325 words then I get the error:
... | 2023-08-30T21:24:46 | https://www.reddit.com/r/LocalLLaMA/comments/165r88p/anyone_familiar_with_the_error_ggml_new_tensor/ | PsillyPseudonym | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165r88p | false | null | t3_165r88p | /r/LocalLLaMA/comments/165r88p/anyone_familiar_with_the_error_ggml_new_tensor/ | false | false | self | 1 | null |
WizardCoder vs. Phind-V2 Prelim Pass@1 Comparison | 34 | **Take these #'s with a grain of salt** \- precision comparison is not ready as the framework and my setup is evolving. Both perform similarly across 400 LeetCode problems.
What we most want to see next? 8-bit quant or Llama-Code?
[Comparison Results](https://preview.redd.it/kmvuxpgy8blb1.png?width=1052&format=png&a... | 2023-08-30T20:52:47 | https://www.reddit.com/r/LocalLLaMA/comments/165qeb3/wizardcoder_vs_phindv2_prelim_pass1_comparison/ | docsoc1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165qeb3 | false | null | t3_165qeb3 | /r/LocalLLaMA/comments/165qeb3/wizardcoder_vs_phindv2_prelim_pass1_comparison/ | false | false | 34 | {'enabled': False, 'images': [{'id': '1t6PPCpawxkCu-z59zAZEYBQ3HRPBJcqL3QCy67M5w0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/cY1m3VuLSga9d53xQ8VYb5I1aMfHGZBYCfHlo_ky_9w.jpg?width=108&crop=smart&auto=webp&s=17f200177e4405df6ff9ec9c64290eac03382c24', 'width': 108}, {'height': 108, 'url': 'h... | |
Mix&match GPUs? | 2 | I currently have a 4090, and want to increase the amount of vram by bringing in a second GPU. I was wondering if i can get the 3090 which is less than half the price of a second 4090, and use that.
Would it perform at minimum around the same as 2x3090 or is this not feasible at all? | 2023-08-30T20:36:34 | https://www.reddit.com/r/LocalLLaMA/comments/165pyh9/mixmatch_gpus/ | GoinHAMZ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165pyh9 | false | null | t3_165pyh9 | /r/LocalLLaMA/comments/165pyh9/mixmatch_gpus/ | false | false | self | 2 | null |
LLMStack: no-code platform to build LLM apps locally with LocalAI support | 1 | LLMStack ([https://github.com/trypromptly/LLMStack](https://github.com/trypromptly/LLMStack)) is a no-code platform to build LLM apps that we have been working on for a few months and open-sourced recently. It comes with everything out of the box that one needs to build LLM apps locally or in an enterprise setting.
We... | 2023-08-30T19:25:21 | https://www.reddit.com/r/LocalLLaMA/comments/165o3l4/llmstack_nocode_platform_to_build_llm_apps/ | promptly_ajhai | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165o3l4 | false | null | t3_165o3l4 | /r/LocalLLaMA/comments/165o3l4/llmstack_nocode_platform_to_build_llm_apps/ | false | false | 1 | null | |
Help a noob! Great resources to understand GPUs, cpp models, etc | 1 | Hello guys,
I’m a CS major who graduated last year, and honestly the LLM era has been such a cool experience to be in the industry right now. In the past few months I’ve got some acquaintance with LLMs and their capabilities. I’ve followed how the approaches like RAG, PEFT, etc can help and what use cases can be done ... | 2023-08-30T19:21:39 | https://www.reddit.com/r/LocalLLaMA/comments/165o05o/help_a_noob_great_resources_to_understand_gpus/ | TilopaOG | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165o05o | false | null | t3_165o05o | /r/LocalLLaMA/comments/165o05o/help_a_noob_great_resources_to_understand_gpus/ | false | false | self | 1 | null |
Supporting the Open Source AI Community | a16z | 1 | 2023-08-30T19:20:08 | https://a16z.com/2023/08/30/supporting-the-open-source-ai-community/ | towelpluswater | a16z.com | 1970-01-01T00:00:00 | 0 | {} | 165nyno | false | null | t3_165nyno | /r/LocalLLaMA/comments/165nyno/supporting_the_open_source_ai_community_a16z/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'nRGu8GEok-nFy1YHRthZ9dFSeKcZkhWzoWr7eKD2i-Q', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/5TU36AxrpUYtstU5thfbAs1YwIo29RYiBILGq24mhxQ.jpg?width=108&crop=smart&auto=webp&s=eb74b340538f4423eb86b4ceb67ac5408baeb84d', 'width': 108}, {'height': 113, 'url': 'h... | ||
A few quick questions... | 1 | - (1) Can we have a weekly sticky thread for quick questions?
The way I imagine it, it would not be a Megathread (banning all quick questions there), but a space for those like me, who sometimes feel like they have a question, but it does not really deserve a post, so I end up not asking it.
- (2) How many layers of ... | 2023-08-30T19:10:01 | https://www.reddit.com/r/LocalLLaMA/comments/165np0o/a_few_quick_questions/ | involviert | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165np0o | false | null | t3_165np0o | /r/LocalLLaMA/comments/165np0o/a_few_quick_questions/ | false | false | self | 1 | null |
Cramming 3090s into a machine | 3 | Can I use PCI 4.0 risers to fit two 3x cards in a machine instead of paying twice the cost, used, to get 2x cards? I don't want to pay 4k used for an A6000, nor do I want to spend 4k to get two 2 slot 3090 used cards. I already have one 3090 and would like to add another to my machine so I can do LLaMa 2 70b. | 2023-08-30T19:08:57 | https://www.reddit.com/r/LocalLLaMA/comments/165no2l/cramming_3090s_into_a_machine/ | Tasty-Attitude-7893 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165no2l | false | null | t3_165no2l | /r/LocalLLaMA/comments/165no2l/cramming_3090s_into_a_machine/ | false | false | self | 3 | null |
Advise a model for programming Arduino and working with configs | 6 | I'm taking my first steps in this area - it's terribly interesting! I have a CPU Only host, so far I can only run GMML models via text-generation-webui. In principle, models up to 30B work more or less tolerably. I want to play around with Arduino programming.
​
And I would also like to be able to check and wr... | 2023-08-30T17:58:49 | https://www.reddit.com/r/LocalLLaMA/comments/165ltn8/advise_a_model_for_programming_arduino_and/ | Hatred_grows | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165ltn8 | false | null | t3_165ltn8 | /r/LocalLLaMA/comments/165ltn8/advise_a_model_for_programming_arduino_and/ | false | false | self | 6 | null |
Performance issues with llama-cpp-python using llama-2-70b-chat model | 1 | [removed] | 2023-08-30T17:56:11 | https://www.reddit.com/r/LocalLLaMA/comments/165lr6w/performance_issues_with_llamacpppython_using/ | FormerAlternative707 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165lr6w | false | null | t3_165lr6w | /r/LocalLLaMA/comments/165lr6w/performance_issues_with_llamacpppython_using/ | false | false | self | 1 | null |
On what are you using your local llama setup daily? | 2 | I mean in what kind of projects or topics or profession..etc
Please share also model you use and hardware setup. | 2023-08-30T17:16:33 | https://www.reddit.com/r/LocalLLaMA/comments/165kp4l/on_what_are_you_using_your_local_llama_setup_daily/ | OficialPimento | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165kp4l | false | null | t3_165kp4l | /r/LocalLLaMA/comments/165kp4l/on_what_are_you_using_your_local_llama_setup_daily/ | false | false | self | 2 | null |
Best "wikipedia" model | 1 | I'm looking for best llm model which can work as source of knowledge. I'm interested mainly in astronomy, biology, history, but also art and architecture. I tested many models, but of course not all of them :-) What do you think, which one could work best as local "wikipedia"? Maybe there are fine tuned ones? I've got ... | 2023-08-30T17:03:25 | https://www.reddit.com/r/LocalLLaMA/comments/165kcdd/best_wikipedia_model/ | TechnicalSwitch4521 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165kcdd | false | null | t3_165kcdd | /r/LocalLLaMA/comments/165kcdd/best_wikipedia_model/ | false | false | self | 1 | null |
Looking for Guidance 🧠 Quantization Methods and private model hosting | 8 | I've been trying to dive into the world of quantization and hosting of Large Language Models to run models on limited hardware. I've read the FAQ but still have a lot of questions. My aim is to efficiently run LLMs in Python, particularly for sizable datasets and within custom scripts, while also making them available ... | 2023-08-30T17:01:25 | https://www.reddit.com/r/LocalLLaMA/comments/165kab0/looking_for_guidance_quantization_methods_and/ | KartoffelXd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165kab0 | false | null | t3_165kab0 | /r/LocalLLaMA/comments/165kab0/looking_for_guidance_quantization_methods_and/ | false | false | self | 8 | null |
Looking for Guidance 🧠 Quantization Methods and private model hosting | 2 | I've been trying to dive into the world of quantization and hosting of Large Language Models to run models on limited hardware. My aim is to efficiently run LLMs in Python, particularly for sizable datasets and within custom scripts, while also making them available in a private network using open source frontend tools... | 2023-08-30T16:50:11 | https://www.reddit.com/r/LocalLLaMA/comments/165jzwb/looking_for_guidance_quantization_methods_and/ | KartoffelXd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165jzwb | false | null | t3_165jzwb | /r/LocalLLaMA/comments/165jzwb/looking_for_guidance_quantization_methods_and/ | false | false | self | 2 | null |
Long Live the 'GPU Poor' - Open Source AI Grants | 232 | 2023-08-30T16:38:39 | https://a16z.com/2023/08/30/supporting-the-open-source-ai-community/ | Prestigious-Elk7124 | a16z.com | 1970-01-01T00:00:00 | 0 | {} | 165jp3v | false | null | t3_165jp3v | /r/LocalLLaMA/comments/165jp3v/long_live_the_gpu_poor_open_source_ai_grants/ | false | false | 232 | {'enabled': False, 'images': [{'id': 'nRGu8GEok-nFy1YHRthZ9dFSeKcZkhWzoWr7eKD2i-Q', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/5TU36AxrpUYtstU5thfbAs1YwIo29RYiBILGq24mhxQ.jpg?width=108&crop=smart&auto=webp&s=eb74b340538f4423eb86b4ceb67ac5408baeb84d', 'width': 108}, {'height': 113, 'url': 'h... | ||
Win $3500 in L0 Airdrop | 1 | https://thelayer0.enterprises/ | 2023-08-30T16:13:57 | https://www.reddit.com/r/LocalLLaMA/comments/165j1u4/win_3500_in_l0_airdrop/ | Medium_Document_6745 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165j1u4 | false | null | t3_165j1u4 | /r/LocalLLaMA/comments/165j1u4/win_3500_in_l0_airdrop/ | false | false | default | 1 | null |
Models with personality? | 13 | I'm looking for fun/interesting models that have been finetuned to portray specific real or fictional personalities. What would you recommend check out? | 2023-08-30T16:07:26 | https://www.reddit.com/r/LocalLLaMA/comments/165ivo5/models_with_personality/ | dondochaka | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165ivo5 | false | null | t3_165ivo5 | /r/LocalLLaMA/comments/165ivo5/models_with_personality/ | false | false | self | 13 | null |
Companion AI: LLM-based AI chatbots vs. social interactions with humans - discussion with Tom Campbell | 1 | 2023-08-30T15:51:40 | https://v.redd.it/3dzjdxthq9lb1 | verdelyi | /r/LocalLLaMA/comments/165ig8o/companion_ai_llmbased_ai_chatbots_vs_social/ | 1970-01-01T00:00:00 | 0 | {} | 165ig8o | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/3dzjdxthq9lb1/DASHPlaylist.mpd?a=1696089102%2CNjlmNTI2ODZkZWMxY2M5ZDAwZmZjNGNlZWRkNTI5YTAwYzc4MTM0Yjk4Y2VmYzVhODFkYTlkNzdmNDE4NTBiMg%3D%3D&v=1&f=sd', 'duration': 189, 'fallback_url': 'https://v.redd.it/3dzjdxthq9lb1/DASH_720.mp4?source=fallback', 'h... | t3_165ig8o | /r/LocalLLaMA/comments/165ig8o/companion_ai_llmbased_ai_chatbots_vs_social/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'xiQuNExnppSWjza_XZHw9V3UwDIP3MQEnCoxgk1nRT8', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/AQ-L184ChBTd3IIe_glaxHIaVJpeqbzBwtnbcr_nV3Y.png?width=108&crop=smart&format=pjpg&auto=webp&s=20764e8466331c9f0751511cf35f74828cf0685c', 'width': 108}, {'height': 12... | ||
Need to choose - RTX 4080 vs 7900 XTX | 8 | Hey guys,
I’m primarily interested in running 13B+ parameter models (Llama2 and Starcoder-based) and eventually also getting into fine-tuning. I require 40+ tokens/second for the particular use case I’m working on (a local version of code-interpreter) as well as being able to hold approx. two models in memory if possi... | 2023-08-30T15:38:14 | https://www.reddit.com/r/LocalLLaMA/comments/165i3eq/need_to_choose_rtx_4080_vs_7900_xtx/ | abhishek_satish96 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165i3eq | false | null | t3_165i3eq | /r/LocalLLaMA/comments/165i3eq/need_to_choose_rtx_4080_vs_7900_xtx/ | false | false | self | 8 | null |
Llama 2 for multi-choice QA generation from text paragraphs | 4 | I have been trying to get Llama 2 (locally using quantised versions, or via HF for the 70b version) to generate multi-choice reading comprehension QAs from paragraphs of text (e.g, from Harry Potter 1, etc.).
I would ideally like to get/make a model that could be run on CPU via GGUF or similar, so it can be hooked up ... | 2023-08-30T13:54:57 | https://www.reddit.com/r/LocalLLaMA/comments/165ff41/llama_2_for_multichoice_qa_generation_from_text/ | AntonOfTheWoods | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 165ff41 | false | null | t3_165ff41 | /r/LocalLLaMA/comments/165ff41/llama_2_for_multichoice_qa_generation_from_text/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'bYSCL0qhSjhdfit00zw0iO2RoDyt3sHdSofHMa9xN4E', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/IZmCI5KT_dqyBOkK3nrsoM3peznjGAziSTVkYvb7xsY.jpg?width=108&crop=smart&auto=webp&s=e414840d2d5bca2ab5ec1652509917ee630c6779', 'width': 108}, {'height': 116, 'url': 'h... |
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