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Ollama modelfies (cabybara 34b) | 1 | [removed] | 2023-12-31T13:53:55 | https://www.reddit.com/r/LocalLLaMA/comments/18v887x/ollama_modelfies_cabybara_34b/ | Wonderful-Eye-71 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18v887x | false | null | t3_18v887x | /r/LocalLLaMA/comments/18v887x/ollama_modelfies_cabybara_34b/ | false | false | self | 1 | null |
Finetuning code generation model on our own repositories | 4 | Hello,
I'm working on a code generation system for my personal usage. I've had some success with a RAG system using langchain to add similar snippets as context, concatenate them and pass as prompt to a code Llama endpoint. My next step would be to finetune the model on my own code base.
I've seen several tutorials w... | 2023-12-31T13:41:39 | https://www.reddit.com/r/LocalLLaMA/comments/18v80cn/finetuning_code_generation_model_on_our_own/ | Wats0ns | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18v80cn | false | null | t3_18v80cn | /r/LocalLLaMA/comments/18v80cn/finetuning_code_generation_model_on_our_own/ | false | false | self | 4 | null |
Possible to use new GPU with old Xeon? | 3 | Hello guys, thanks to tutorials I've been able to run small models on my laptop CPU, but it's rather shitty experience so I would like to get into GPU processing.
Only desktop I have is based on 6core X58 Xeon with 24GB triple channel RAM, still good enough to fulfill the home Linux server role. So I was wondering, wou... | 2023-12-31T13:13:13 | https://www.reddit.com/r/LocalLLaMA/comments/18v7ich/possible_to_use_new_gpu_with_old_xeon/ | EnthusiasmNo4596 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18v7ich | false | null | t3_18v7ich | /r/LocalLLaMA/comments/18v7ich/possible_to_use_new_gpu_with_old_xeon/ | false | false | self | 3 | null |
how to uncensor a llama model? | 1 | [removed] | 2023-12-31T13:11:07 | https://www.reddit.com/r/LocalLLaMA/comments/18v7h33/how_to_uncensor_a_llama_model/ | bharathdp | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18v7h33 | false | null | t3_18v7h33 | /r/LocalLLaMA/comments/18v7h33/how_to_uncensor_a_llama_model/ | false | false | self | 1 | null |
how to uncensor llama model? | 1 | [removed] | 2023-12-31T13:10:29 | https://www.reddit.com/r/LocalLLaMA/comments/18v7go8/how_to_uncensor_llama_model/ | bharathdp | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18v7go8 | false | null | t3_18v7go8 | /r/LocalLLaMA/comments/18v7go8/how_to_uncensor_llama_model/ | false | false | self | 1 | null |
Problem downloading LLaMa 2 13B chat-hf model (the model is divided in 3 files) | 2 | I am about to embark on experimenting with "RAG on Windows using TensorRT-LLM and LlamaIndex".
Since I have an RTX 4070, it is written in Nvidia's instructions that **I need to build the TRT Engine based on LLaMa 2 13B chat-hf and LLaMa 2 13B AWQ int4**.
I have already obtained access to the HF model.
Nvidia says, o... | 2023-12-31T11:15:00 | https://www.reddit.com/r/LocalLLaMA/comments/18v5qek/problem_downloading_llama_2_13b_chathf_model_the/ | ilgrillo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18v5qek | false | null | t3_18v5qek | /r/LocalLLaMA/comments/18v5qek/problem_downloading_llama_2_13b_chathf_model_the/ | false | false | 2 | {'enabled': False, 'images': [{'id': 'W6KT1NvX73eK0guAxFXt8clvCch0F6ARLE3XCrVCIq0', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/ay-2SGpyy3hf3Y4APvGyb2V9IGaHNfonKne65VUMlwE.jpg?width=108&crop=smart&auto=webp&s=840ae1f7229bca2e7b1ce3fdc093d8aab22714d5', 'width': 108}, {'height': 116, 'url': 'h... | |
Are there any chat demos with >100 tps inference? | 2 | I tried using koboldai lite but it was awfully slow
can anyone share a link to online demo that shows blazingly fast chat demo?
thank you! | 2023-12-31T11:00:36 | https://www.reddit.com/r/LocalLLaMA/comments/18v5imx/are_there_any_chat_demos_with_100_tps_inference/ | m0dE | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18v5imx | false | null | t3_18v5imx | /r/LocalLLaMA/comments/18v5imx/are_there_any_chat_demos_with_100_tps_inference/ | false | false | self | 2 | null |
CrewAI agent framework with local models | 16 | This is great news for everyone who wants to develop agentic software. After a lot of failure and disappointments with running Autogen with local models, I tried the rising star of agent frameworks, CrewAI. It is a multi-agent framework based on LangChain and utilities LangChain's recently added support for Ollama's JS... | 2023-12-31T10:27:23 | https://github.com/joaomdmoura/crewAI | krazzmann | github.com | 1970-01-01T00:00:00 | 0 | {} | 18v527r | false | null | t3_18v527r | /r/LocalLLaMA/comments/18v527r/crewai_agent_framework_with_local_models/ | false | false | 16 | {'enabled': False, 'images': [{'id': 'MdmEUFo7Uutc6MPkqRFbgIe43P1RX6FB7KKBeriIr3s', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/ITsX1CibUOyj0ofOHa76kTYT6htZ_TkVy94_bRbsIa4.jpg?width=108&crop=smart&auto=webp&s=b329eccfdf7bdbc44193c6a5c43bbcc28083d835', 'width': 108}, {'height': 108, 'url': 'h... | |
Standalone end-to-end RAG pipeline with Rust | 1 | [removed] | 2023-12-31T10:25:44 | https://www.reddit.com/r/LocalLLaMA/comments/18v51df/standalone_endtoend_rag_pipeline_with_rust/ | supiri_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18v51df | false | null | t3_18v51df | /r/LocalLLaMA/comments/18v51df/standalone_endtoend_rag_pipeline_with_rust/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'uGtH_26ZQJKOoQM1iM0pNCXA6qh8t0thA3YBSDmylbo', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/L8wy5gH-hv8SC0K2prEgBl0k7dU8YOQZ1n45rp_eqv0.jpg?width=108&crop=smart&auto=webp&s=e048bb432d67913b5b13b8bdeb72d57cec7c25dd', 'width': 108}, {'height': 108, 'url': 'h... |
This is so Deep (Mistral) | 293 | 2023-12-31T09:38:09 | Supersonic97 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18v4crh | false | null | t3_18v4crh | /r/LocalLLaMA/comments/18v4crh/this_is_so_deep_mistral/ | false | false | 293 | {'enabled': True, 'images': [{'id': 'wjkohqzwZlcwQD1DYx82Iw1w3hMpBdynuJT9_C_TCN8', 'resolutions': [{'height': 91, 'url': 'https://preview.redd.it/8ybz8qabol9c1.png?width=108&crop=smart&auto=webp&s=013e4bc0549794f9ccaa1670ae7f022238a2e907', 'width': 108}, {'height': 183, 'url': 'https://preview.redd.it/8ybz8qabol9c1.png... | |||
deploying a finetuned open AI model is costly!! | 1 | recently i finetuned open ai's gpt 3.5 turbo on azure ai studio.
and bruh !!! to my surprise it costed us 3044$ to hosting that model for 20 days :)
to which i hardly made 10 requests.
Writing hardcore prompts are much better then finetuning uf............
can we just use these models without deploying any ... | 2023-12-31T08:57:24 | https://www.reddit.com/r/LocalLLaMA/comments/18v3rcm/deploying_a_finetuned_open_ai_model_is_costly/ | GlitteringAdvisor530 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18v3rcm | false | null | t3_18v3rcm | /r/LocalLLaMA/comments/18v3rcm/deploying_a_finetuned_open_ai_model_is_costly/ | false | false | 1 | null | |
llama2.c running on galixy watch 4 (tiny 44m model) | 183 | 2023-12-31T08:45:36 | https://v.redd.it/gsiod24gfl9c1 | esharp007 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18v3l4a | false | {'reddit_video': {'bitrate_kbps': 1200, 'dash_url': 'https://v.redd.it/gsiod24gfl9c1/DASHPlaylist.mpd?a=1706604349%2COGNmOTFlYzNmOTA2YWYyODY5ZDU2MzZmMmViYmY3YjBmM2IxYjAwNzA1Zjg5MjUzMmE0MmY5MmIwNjAxYTBkMg%3D%3D&v=1&f=sd', 'duration': 21, 'fallback_url': 'https://v.redd.it/gsiod24gfl9c1/DASH_480.mp4?source=fallback', 'ha... | t3_18v3l4a | /r/LocalLLaMA/comments/18v3l4a/llama2c_running_on_galixy_watch_4_tiny_44m_model/ | false | false | 183 | {'enabled': False, 'images': [{'id': 'ODUwaDhld2hmbDljMUexrx_XVkma-4OvSZFgdDmHTlAC7RPYOIjXyL8MIWSl', 'resolutions': [{'height': 194, 'url': 'https://external-preview.redd.it/ODUwaDhld2hmbDljMUexrx_XVkma-4OvSZFgdDmHTlAC7RPYOIjXyL8MIWSl.png?width=108&crop=smart&format=pjpg&auto=webp&s=9162e6977a14b0995d5de1138c94cb137327... | ||
Did you know: Microsoft funded the development of an AI Language Model training tool called ToxiGen. It classifies phrases like "we should build a wall between the U." as hate speech. ChatGPT & Zuck's Llama2 are 99%-100% in compliance with ToxiGen. | 1 | So much for Open source models. | 2023-12-31T08:33:14 | https://twitter.com/fentasyl/status/1740783966305554631?t=F_J1_9AbXdnY2wx_fdZDRA&s=19 | Iboxelephants | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 18v3ef7 | false | null | t3_18v3ef7 | /r/LocalLLaMA/comments/18v3ef7/did_you_know_microsoft_funded_the_development_of/ | false | false | default | 1 | null |
Can I think beyond M3 Max Macbook Pro for my portable offline personal GPT? | 1 | For a while I have been using an M3 Max Mac Studio as my LocalLLM machine, it gives me the freedom to operate without depending on a API service and it is phenomenal.
Now, I want to be able to carry my LocalLLM with me. So obvious thought was the maxxed out Macbook Pro, as I already am biased with Mac performance fo... | 2023-12-31T08:15:00 | https://www.reddit.com/r/LocalLLaMA/comments/18v34pg/can_i_think_beyond_m3_max_macbook_pro_for_my/ | codevalley | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18v34pg | false | null | t3_18v34pg | /r/LocalLLaMA/comments/18v34pg/can_i_think_beyond_m3_max_macbook_pro_for_my/ | false | false | self | 1 | null |
What is the best new LLM for fill in the middle (FIM) tasks? | 11 | StarCoder has been out since May and I can’t help but wonder if there are better LLMs for fill in the middle?
I saw deepseek coder, and their results are quite impressive, though I am skeptical about their benchmarks.
Also, can I just take Mistral, for example, and fine tune it on FIM tasks and potentially get better... | 2023-12-31T08:08:11 | https://www.reddit.com/r/LocalLLaMA/comments/18v3195/what_is_the_best_new_llm_for_fill_in_the_middle/ | ArtZab | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18v3195 | false | null | t3_18v3195 | /r/LocalLLaMA/comments/18v3195/what_is_the_best_new_llm_for_fill_in_the_middle/ | false | false | self | 11 | null |
Quantized Llama is speaking raw tokens? | 1 | I have been trying to quantize an Korean llama model.
[https://huggingface.co/beomi/llama-2-ko-7b](https://huggingface.co/beomi/llama-2-ko-7b)
I downloaded the entire model and followed the quantizing process shown in README from llama.cpp.
`python3 convert.py models/7B/`
`./quantize ./models/7B/ggml-model-f16.g... | 2023-12-31T07:35:18 | https://www.reddit.com/r/LocalLLaMA/comments/18v2jjf/quantized_llama_is_speaking_raw_tokens/ | Efficient_Eye_9061 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18v2jjf | false | null | t3_18v2jjf | /r/LocalLLaMA/comments/18v2jjf/quantized_llama_is_speaking_raw_tokens/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'cujGfK42b8yEAHLbW2spmVtADdD4C8LxqVQTuNVvcyk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/QycNWyvedYmAP0X8MkyovUwqPGOD5HzVlBpV6LuREjE.jpg?width=108&crop=smart&auto=webp&s=64d16c05b8414c65ddb476f1bd7e33e6f27dda59', 'width': 108}, {'height': 116, 'url': 'h... |
Quantized Llama is speaking raw tokens? | 1 | I have been trying to quantize an Korean llama model.
[https://huggingface.co/beomi/llama-2-ko-7b](https://huggingface.co/beomi/llama-2-ko-7b)
I downloaded the entire model and followed the quantizing process shown in README from llama.cpp.
`python3 convert.py models/7B/`
`./quantize ./models/7B/ggml-model-f16.g... | 2023-12-31T07:35:14 | https://www.reddit.com/r/LocalLLaMA/comments/18v2ji8/quantized_llama_is_speaking_raw_tokens/ | Efficient_Eye_9061 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18v2ji8 | false | null | t3_18v2ji8 | /r/LocalLLaMA/comments/18v2ji8/quantized_llama_is_speaking_raw_tokens/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'cujGfK42b8yEAHLbW2spmVtADdD4C8LxqVQTuNVvcyk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/QycNWyvedYmAP0X8MkyovUwqPGOD5HzVlBpV6LuREjE.jpg?width=108&crop=smart&auto=webp&s=64d16c05b8414c65ddb476f1bd7e33e6f27dda59', 'width': 108}, {'height': 116, 'url': 'h... |
Training 3b model on Colab Pro Plus | 6 | Colab Pro Plus is $50 per month. I am trying to finetune a 3B model on it, and hoping to run it like 2 or 3 weeks per month. Is it worth it to pay that $50 bucks? Will it even work? | 2023-12-31T06:00:41 | https://www.reddit.com/r/LocalLLaMA/comments/18v0zit/training_3b_model_on_colab_pro_plus/ | Dense-Smf-6032 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18v0zit | false | null | t3_18v0zit | /r/LocalLLaMA/comments/18v0zit/training_3b_model_on_colab_pro_plus/ | false | false | self | 6 | null |
Is anyone actually using Langchain in production? | 87 | Langchain seems pretty messed up.
\- The documentation is subpar compared to what one can expect from a tool that can be used in production. I tried searching for what's the difference between chain and agent without getting a clear answer to it.
\- The dis-cord community is pretty inactive honestly so many unclosed ... | 2023-12-31T05:50:28 | https://www.reddit.com/r/LocalLLaMA/comments/18v0sxq/is_anyone_actually_using_langchain_in_production/ | todaysgamer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18v0sxq | false | null | t3_18v0sxq | /r/LocalLLaMA/comments/18v0sxq/is_anyone_actually_using_langchain_in_production/ | false | false | self | 87 | null |
Best 1b ~ 3b model? | 1 | [removed] | 2023-12-31T04:56:36 | https://www.reddit.com/r/LocalLLaMA/comments/18uztjr/best_1b_3b_model/ | Electronic_Hawk524 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uztjr | false | null | t3_18uztjr | /r/LocalLLaMA/comments/18uztjr/best_1b_3b_model/ | false | false | self | 1 | null |
They did it! Tinyllama version 1.0 is now out! | 477 | [TinyLlama/TinyLlama-1.1B-Chat-v1.0 · Hugging Face](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0)
Very exiting stuff. This is a 1.1 billion param model trained on 3 trillion tokens! | 2023-12-31T04:33:07 | https://www.reddit.com/r/LocalLLaMA/comments/18uzdw5/they_did_it_tinyllama_version_10_is_now_out/ | Dazzling_Ad1507 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uzdw5 | false | null | t3_18uzdw5 | /r/LocalLLaMA/comments/18uzdw5/they_did_it_tinyllama_version_10_is_now_out/ | false | false | self | 477 | {'enabled': False, 'images': [{'id': 'oN89DCTlpN4ILjsqZ-eqHHBHOsMqFEAApHQdMqxL2uo', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/sIemo2ZRTyfh8F28nwbT2_1K-FdX21f6h4iIinp0cts.jpg?width=108&crop=smart&auto=webp&s=86489a0d0a5efa5573fd0a7a1a298a1f686ca3fc', 'width': 108}, {'height': 116, 'url': 'h... |
Unable to load local model | 1 | It seems I am unable to load a local modal, for the SFTTrainer. I have no problem when using
tokenizer = AutoTokenizer.from_pretrained(model_location, add_eos_token=True, use_fast=False)
with the path being a local path..
Bad request for commit endpoint:
"base_model" with value "/Users/frederik/Projects... | 2023-12-31T04:27:24 | https://www.reddit.com/r/LocalLLaMA/comments/18uza22/unable_to_load_local_model/ | BukHunt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uza22 | false | null | t3_18uza22 | /r/LocalLLaMA/comments/18uza22/unable_to_load_local_model/ | false | false | self | 1 | null |
CPU vision? | 1 | Is there a way to run a vision model on CPU? Slow is not a problem. I want to batch process photos. I have a lot to do so don't want to pay for a hosted GPU and I'm CPU only (well have Intel GPU but but doesn't seem to count). | 2023-12-31T04:15:31 | https://www.reddit.com/r/LocalLLaMA/comments/18uz23r/cpu_vision/ | Environmental-Tie942 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uz23r | false | null | t3_18uz23r | /r/LocalLLaMA/comments/18uz23r/cpu_vision/ | false | false | self | 1 | null |
llama.cpp is very slow - is there any way to fix it? | 1 | Hi,
I'm not sure if this is just what I'm going to have to deal with now or what to expect -- I'm running mixtral at q8\_0 and it took me almost 20 minutes to load and generates at only 1 token/second
I have an i7 12700f and 32 gb RAM, no layers offloaded to GPU
​ | 2023-12-31T03:59:24 | https://www.reddit.com/r/LocalLLaMA/comments/18uyr3v/llamacpp_is_very_slow_is_there_any_way_to_fix_it/ | AIWithASoulMaybe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uyr3v | false | null | t3_18uyr3v | /r/LocalLLaMA/comments/18uyr3v/llamacpp_is_very_slow_is_there_any_way_to_fix_it/ | false | false | self | 1 | null |
Why is it required to login to hugginface to use SFTTrainer | 2 | I am new to ML, and whilst I am focusing on the theory I also tend to make my hand dirty to at least once a week. I created my first [train.py](https://train.py)! Goal is to train / fine-tune mistral on my custom dataset using apple silicon. So far formatting the data set , tokenization etc works! and oh boy it is quit... | 2023-12-31T03:55:46 | https://www.reddit.com/r/LocalLLaMA/comments/18uyoo8/why_is_it_required_to_login_to_hugginface_to_use/ | BukHunt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uyoo8 | false | null | t3_18uyoo8 | /r/LocalLLaMA/comments/18uyoo8/why_is_it_required_to_login_to_hugginface_to_use/ | false | false | self | 2 | null |
Are we missing an obvious way to boost inference quality? | 88 | I recently tested Starling-LM-7B-alpha and Starling-LM-11B-alpha side-by-side, and confirmed to my satisfaction that stacking the same model's layers on top of each other does indeed improve inference quality.
Merging a model with itself like this effectively duplicates half of its layers. Tokens get processed on cop... | 2023-12-31T03:36:58 | https://www.reddit.com/r/LocalLLaMA/comments/18uybsm/are_we_missing_an_obvious_way_to_boost_inference/ | ttkciar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uybsm | false | null | t3_18uybsm | /r/LocalLLaMA/comments/18uybsm/are_we_missing_an_obvious_way_to_boost_inference/ | false | false | self | 88 | null |
Free LLaMA 70B chat | 2 | 2023-12-31T02:58:44 | https://chat.groq.com | Round-Holiday1406 | chat.groq.com | 1970-01-01T00:00:00 | 0 | {} | 18uxkqx | false | null | t3_18uxkqx | /r/LocalLLaMA/comments/18uxkqx/free_llama_70b_chat/ | false | false | default | 2 | null | |
Inference-only implementation of Mamba optimized for CPU | 48 | Hey all!
Recently, I've been wanting to play around with [Mamba](https://github.com/state-spaces/mamba), the LLM architecture that relies on state space model instead of transformers. But the reference implementation had a hard requirement on having CUDA so I couldn't run it on my Apple Silicon Macbook.
After poking ... | 2023-12-31T02:42:05 | https://www.reddit.com/r/LocalLLaMA/comments/18ux8o1/inferenceonly_implementation_of_mamba_optimized/ | flawedmatrix | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ux8o1 | false | null | t3_18ux8o1 | /r/LocalLLaMA/comments/18ux8o1/inferenceonly_implementation_of_mamba_optimized/ | false | false | self | 48 | {'enabled': False, 'images': [{'id': 'ivSkV7Rz3J4-7RMkvTC-veOyqoQFrjB-jPt21z_HHGk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/xRLvcCYg4toYOqEOOgyCr-Lf9Z6z3zgjJ2ZByyLyheU.jpg?width=108&crop=smart&auto=webp&s=1277f09289f0a48f8666ff169977a48b4aef3cf8', 'width': 108}, {'height': 108, 'url': 'h... |
State of visual models | 5 | I'm just beginning to play with visual models, and been reading up that they're currently not yet accurate enough to power a webscraper. But I was impressed by the proof of concept I could do with gpt4v, and started researching more. Did anyone have success doing something similar to [https://github.com/unconv/gpt4v-br... | 2023-12-31T02:26:25 | https://www.reddit.com/r/LocalLLaMA/comments/18uwx2v/state_of_visual_models/ | melheor | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uwx2v | false | null | t3_18uwx2v | /r/LocalLLaMA/comments/18uwx2v/state_of_visual_models/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'iOZ_buRgL3ToL7pEtpItOLxfoCKGcuZkIWOQcjkdT4w', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/JBcBGgtJfBTUCO2KAgEh7kANicN7vNmXR6FXhk-NSaA.jpg?width=108&crop=smart&auto=webp&s=35318584aaccd3867ba5a3f3747f095d2f05e58a', 'width': 108}, {'height': 108, 'url': 'h... |
What more do AI need for maximum performance? | 1 | Do they need more RAM, GPU, CPU, or all ? For instance, could I run a 70B model with 400 GB of RAM but a 1080Ti ? you understand the question, what balance is needed | 2023-12-31T02:12:07 | https://www.reddit.com/r/LocalLLaMA/comments/18uwmw6/what_more_do_ai_need_for_maximum_performance/ | Terrible_Vegetable4 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uwmw6 | false | null | t3_18uwmw6 | /r/LocalLLaMA/comments/18uwmw6/what_more_do_ai_need_for_maximum_performance/ | false | false | self | 1 | null |
No info on Yi 6B? | 1 | Has anyone had any experience with the 6B version of Yi, I can’t find any info on it on this sub. I would expect good performance out of it, but mainly I’m wondering how it compares to mistral. | 2023-12-31T01:31:46 | https://www.reddit.com/r/LocalLLaMA/comments/18uvskm/no_info_on_yi_6b/ | Figai | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uvskm | false | null | t3_18uvskm | /r/LocalLLaMA/comments/18uvskm/no_info_on_yi_6b/ | false | false | self | 1 | null |
LoRA/QLoRA training | 2 | I combined together some online tutorials into a [Google Colab](https://colab.research.google.com/drive/1bpTojwp00jnqhVYJdwEpSCkbL69f-Y_7?usp=sharing) that trains a Mistral 7b Instruct v0.1 LoRA, and pushes the LoRA to Huggingface when complete.
I used HuggingFace's AutoModelForCausalLM.from_pretrained() method to get... | 2023-12-31T01:27:16 | https://www.reddit.com/r/LocalLLaMA/comments/18uvp0j/loraqlora_training/ | TheCoconutTree | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uvp0j | false | null | t3_18uvp0j | /r/LocalLLaMA/comments/18uvp0j/loraqlora_training/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'nkhh65ujo5BznFJFojoMPaKjGuLSpPj6KGhRov-ykOg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/0-fRWqjlLadVXj5pfYp4_Oe3xgBWE-_rdjVSn7hlohI.jpg?width=108&crop=smart&auto=webp&s=f34d2dfdbbfa7de0f1956f186fd8430ee96a1a55', 'width': 108}, {'height': 216, 'url': '... |
Disk-based LLM? | 1 | Anyone working with on-disk-only LLMs? (So not in memory, only bounded by time)? I've started playing with some flat file formats, but I figured I'd see if any bigger projects were working on LLMs that aren't really tied to RAM or GPU. Smart and slow would be just fine by me. | 2023-12-31T01:10:02 | https://www.reddit.com/r/LocalLLaMA/comments/18uvbq9/diskbased_llm/ | bigattichouse | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uvbq9 | false | null | t3_18uvbq9 | /r/LocalLLaMA/comments/18uvbq9/diskbased_llm/ | false | false | self | 1 | null |
What's the smallest LLM that's useful, specifically for testing new architectures? | 41 | Most the posts I've seen were large entities that could afford to train on 8 A100s or something similar. Is there a way for us to try new architectures and perform independent research without breaking the bank? Also, any quick estimates on what smaller models cost to train(I'm thinking 100m not billions, if that's som... | 2023-12-31T01:01:04 | https://www.reddit.com/r/LocalLLaMA/comments/18uv4no/whats_the_smallest_llm_thats_useful_specifically/ | Likes_To_Learn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uv4no | false | null | t3_18uv4no | /r/LocalLLaMA/comments/18uv4no/whats_the_smallest_llm_thats_useful_specifically/ | false | false | self | 41 | null |
How can a busy person keep up with the latest papers? | 1 | [removed] | 2023-12-31T00:38:25 | https://www.reddit.com/r/LocalLLaMA/comments/18uumv0/how_can_a_busy_person_keep_up_with_the_latest/ | Chance_Confection_37 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uumv0 | false | null | t3_18uumv0 | /r/LocalLLaMA/comments/18uumv0/how_can_a_busy_person_keep_up_with_the_latest/ | false | false | self | 1 | null |
Share you top AI tools of 2023 | 4 | As we approach the end of 2023, I'm looking to gather insights on the AI tools that have genuinely made a difference in your lives. We've all seen those overwhelming lists claiming to feature '50 essential tools' or '10,000 mind-blowing AI tools', but often they're more hype than help. What I'm more interested in are t... | 2023-12-31T00:32:37 | https://www.reddit.com/r/LocalLLaMA/comments/18uui60/share_you_top_ai_tools_of_2023/ | steves1189 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uui60 | false | null | t3_18uui60 | /r/LocalLLaMA/comments/18uui60/share_you_top_ai_tools_of_2023/ | false | false | self | 4 | null |
What Template Or Library Should I Use To Create an AI Writing Assistant? | 1 | If you were going to create a simple V1 version of a writing assitant, with very basic features (ie, something like Copy AI, Jasper AI, Vello AI, Jenny AI, Bearly AI), what template or library would you start with? | 2023-12-31T00:30:09 | https://www.reddit.com/r/LocalLLaMA/comments/18uug2w/what_template_or_library_should_i_use_to_create/ | AttorneyJackKelly | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uug2w | false | null | t3_18uug2w | /r/LocalLLaMA/comments/18uug2w/what_template_or_library_should_i_use_to_create/ | false | false | self | 1 | null |
Does anyone know of a plugin or something that uses api to add LLM to a text editor? | 6 | I have textgen webui and have basic understanding on how to use it's api. Have been able to get it connected to sillytavern for example.
Can anyone point me to a straightforward, at least mostly foolproof, guide on adding LLM to text editor? I'm not picky on what the editor or LLM loader that's used. Just basically l... | 2023-12-31T00:21:01 | https://www.reddit.com/r/LocalLLaMA/comments/18uu8vt/does_anyone_know_of_a_plugin_or_something_that/ | multiverse_fan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uu8vt | false | null | t3_18uu8vt | /r/LocalLLaMA/comments/18uu8vt/does_anyone_know_of_a_plugin_or_something_that/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'ZfUOIHwLvAv9p5fka_IMnV7fG379NuwTSr9ZVtEgqrk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/DFk2AEHkuyUT_H3H8VuEAXhTtZhFKsZoHygbbOuIja0.jpg?width=108&crop=smart&auto=webp&s=3015b6183abe0196ac7588aca57441cadf1f8c9d', 'width': 108}, {'height': 108, 'url': 'h... |
do you have some speed benchmarks for largest models like 120B? | 15 | Is it possible to run 120B on CPU only with 64GB or 128GB RAM?
What speed is achievable? Is it closer to 1 token per second or 1 token per 10 seconds?
What if you use 8GB VRAM? Any significant progress? What about 24GB VRAM?
What about other "large large language models"? :) Is there a speed benchmark somewhere? Usu... | 2023-12-30T23:05:04 | https://www.reddit.com/r/LocalLLaMA/comments/18usio8/do_you_have_some_speed_benchmarks_for_largest/ | jacek2023 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18usio8 | false | null | t3_18usio8 | /r/LocalLLaMA/comments/18usio8/do_you_have_some_speed_benchmarks_for_largest/ | false | false | self | 15 | null |
Out of the loop - what’s Mixtral? | 1 | Hey all, been out of the local AI loop for a while, now seeing stuff about Mixtral being amazing? Had a look on their website, and it seems really good. What’s it like? Are there GGUF (or whatever the CPU acronym is now) versions? How’s it for roleplay/instruct uses?
Any thoughts appreciated! | 2023-12-30T22:52:21 | https://www.reddit.com/r/LocalLLaMA/comments/18us7zp/out_of_the_loop_whats_mixtral/ | NotTheTitanic | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18us7zp | false | null | t3_18us7zp | /r/LocalLLaMA/comments/18us7zp/out_of_the_loop_whats_mixtral/ | false | false | self | 1 | null |
Fine-tuning to keep character memory | 1 | The main problem with role play is that the characters forget what you were doing because of the limited context. But what if after each "quest" we fine-tune the model based on the dialogue you had? | 2023-12-30T22:23:50 | https://www.reddit.com/r/LocalLLaMA/comments/18urjrs/finetuning_to_keep_character_memory/ | Melodic-Implement-11 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18urjrs | false | null | t3_18urjrs | /r/LocalLLaMA/comments/18urjrs/finetuning_to_keep_character_memory/ | false | false | self | 1 | null |
ChatGPT is a Lazy Piece of Shit, CodeBooga Rules | 51 | I have very little Python knowledge. I tried 50 times to generate at least an easily manageable code via GPT-4 for StyleTTS2 inference with Gradio UI. Each time either the code was missing something which even comments or pseudocode didn't mention, or it was a lazy "high level" produce. Troubleshooting was also quite u... | 2023-12-30T22:17:27 | https://www.reddit.com/gallery/18ure7v | xadiant | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 18ure7v | false | null | t3_18ure7v | /r/LocalLLaMA/comments/18ure7v/chatgpt_is_a_lazy_piece_of_shit_codebooga_rules/ | false | false | 51 | null | |
Jesus, what a year for AI here’s to 2024 | 45 | Well, we are nearly at the end of one of my all time favourite years of being on this planet. Here’s what’s happened in AI in the last 12 months.
**January:**
* Microsoft's staggering $10 Billion investment in OpenAI makes waves.
**February:**
* Meta unveils Llama 2, challenging OpenAI’s models.
* OpenAI introduces... | 2023-12-30T21:51:15 | https://www.reddit.com/r/LocalLLaMA/comments/18uqrzl/jesus_what_a_year_for_ai_heres_to_2024/ | steves1189 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uqrzl | false | null | t3_18uqrzl | /r/LocalLLaMA/comments/18uqrzl/jesus_what_a_year_for_ai_heres_to_2024/ | false | false | self | 45 | null |
Jesus, what a year for AI here’s to 2024 | 1 | Well, we are nearly at the end of one of my all time favourite years of being on this planet. Here’s what’s happened in AI in the last 12 months.
**January:**
* Microsoft's staggering $10 Billion investment in OpenAI makes waves.
**February:**
* Meta unveils Llama 2, challenging OpenAI’s models.
* OpenAI introduces... | 2023-12-30T21:51:10 | https://www.reddit.com/r/LocalLLaMA/comments/18uqrx2/jesus_what_a_year_for_ai_heres_to_2024/ | steves1189 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uqrx2 | false | null | t3_18uqrx2 | /r/LocalLLaMA/comments/18uqrx2/jesus_what_a_year_for_ai_heres_to_2024/ | false | false | self | 1 | null |
I would like to express my sincere gratitude to all those involved in open artificial intelligence. Be always happy. | 1 | [removed] | 2023-12-30T21:46:35 | https://www.reddit.com/r/LocalLLaMA/comments/18uqo34/i_would_like_to_express_my_sincere_gratitude_to/ | Imunoglobulin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uqo34 | false | null | t3_18uqo34 | /r/LocalLLaMA/comments/18uqo34/i_would_like_to_express_my_sincere_gratitude_to/ | false | false | self | 1 | null |
40 LOC token healing impl | 29 | I just released a token healing implementation (under 40 LOC). It trims and regrows prompts to align with the model's tokenizer. This leads to better completion and robustness to trailing whitespace/punctuation.
I don't have a lot of experience releasing projects, so any feedback is appreciated 🙏
https://github.com... | 2023-12-30T21:02:20 | https://www.reddit.com/r/LocalLLaMA/comments/18upo3x/40_loc_token_healing_impl/ | Evirua | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18upo3x | false | null | t3_18upo3x | /r/LocalLLaMA/comments/18upo3x/40_loc_token_healing_impl/ | false | false | self | 29 | {'enabled': False, 'images': [{'id': 'hdfFg-2_N_52V2CUltfS4W0nU6rYLSOpaW4VUw25d0c', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/IwEx1tzuBfeXce6DN7i4cW0l3FJzU2EQn6ih3jEnjR4.jpg?width=108&crop=smart&auto=webp&s=9cddc013ce6f0aebd4cc5258d8ae195a856379a2', 'width': 108}, {'height': 108, 'url': 'h... |
Simple local setup for huge codebase maintenance? | 10 | I have a large git codebase to maintain and been thinking about running a model to help, mainly for inquiries such as 'which files need to be changed in order to achieve X'.
What would be the simplest local setup for that? | 2023-12-30T20:09:56 | https://www.reddit.com/r/LocalLLaMA/comments/18uogjn/simple_local_setup_for_huge_codebase_maintenance/ | bolaviva | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uogjn | false | null | t3_18uogjn | /r/LocalLLaMA/comments/18uogjn/simple_local_setup_for_huge_codebase_maintenance/ | false | false | self | 10 | null |
Help running Goliath 120b with llama.cpp? | 6 | I've been trying to run Goliath 120b via llama.cpp. I downloaded the Q3\_K\_M.gguf quantization, and have attempted running it with several various llama.cpp releases, with/without the system prompt, etc., generally using a command that goes something like this:
main.exe -i --threads 12 --interactive-first --temp 0.7 ... | 2023-12-30T19:58:12 | https://www.reddit.com/r/LocalLLaMA/comments/18uo6qo/help_running_goliath_120b_with_llamacpp/ | AI-Pon3 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uo6qo | false | null | t3_18uo6qo | /r/LocalLLaMA/comments/18uo6qo/help_running_goliath_120b_with_llamacpp/ | false | false | self | 6 | null |
Who do I have to pay to get easy+fast+private big model access? I want a service like "pick HF model, start chatting, get fast replies." | 1 | [removed] | 2023-12-30T19:51:26 | https://www.reddit.com/r/LocalLLaMA/comments/18uo1c7/who_do_i_have_to_pay_to_get_easyfastprivate_big/ | drawntomore | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uo1c7 | false | null | t3_18uo1c7 | /r/LocalLLaMA/comments/18uo1c7/who_do_i_have_to_pay_to_get_easyfastprivate_big/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'VKoIjTQaRCbBL505btaAbt1k22K_XE7vNMn_jVgQxEw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/vj5MHza6p3n7PkFyOS-LOUh7mxd-8itU8AAQePcq8z8.jpg?width=108&crop=smart&auto=webp&s=9c11bcb7840004e107fd0a14cb1b679bd49116ee', 'width': 108}, {'height': 116, 'url': 'h... |
Expedia chatbot | 424 | Looks like the Expedia chatbot can be "prompted" into dropping the persona and doing other things! | 2023-12-30T19:49:41 | https://www.reddit.com/gallery/18unztg | Educational-Let-5580 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 18unztg | false | null | t3_18unztg | /r/LocalLLaMA/comments/18unztg/expedia_chatbot/ | false | false | 424 | null | |
Models for MacBook Air 8GB | 2 | Hi, I have a Macbook Air 8GB and I was wondering if you know decent models to run on it?
Currently I use mainly orca-mini.
Thanks! | 2023-12-30T19:42:40 | https://www.reddit.com/r/LocalLLaMA/comments/18untwh/models_for_macbook_air_8gb/ | SoloBSD | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18untwh | false | null | t3_18untwh | /r/LocalLLaMA/comments/18untwh/models_for_macbook_air_8gb/ | false | false | self | 2 | null |
[Asking as a newbie] Mixtral is a MoE based implementation with 8 experts. Theoretically, if I want to add another expert to this configuration, is it possible to do without having to again pretrain the model from scratch? | 1 | [removed] | 2023-12-30T19:02:29 | https://www.reddit.com/r/LocalLLaMA/comments/18umw2q/asking_as_a_newbie_mixtral_is_a_moe_based/ | ankitm1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18umw2q | false | null | t3_18umw2q | /r/LocalLLaMA/comments/18umw2q/asking_as_a_newbie_mixtral_is_a_moe_based/ | false | false | self | 1 | null |
Local LLMs on Visual Studio 2022 | 3 | Hi everyone!
I'm looking at ways to query local LLMs from Visual Studio 2022 in the same way that Continue enables it from Visual Studio Code. I haven't seen anything except ChatGPT extensions in the VS 2022 marketplace.
Did I not search thoroughly enough?
Could one of those VS 2022 ChatGPT extensions be edited to... | 2023-12-30T18:57:49 | https://www.reddit.com/r/LocalLLaMA/comments/18umryb/local_llms_on_visual_studio_2022/ | lesh666 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18umryb | false | null | t3_18umryb | /r/LocalLLaMA/comments/18umryb/local_llms_on_visual_studio_2022/ | false | false | self | 3 | null |
New dataset for fine-tuning: spicyfiction | 36 | I just uploaded a small dataset for fine-tuning long-form smut fiction-writing models. It contains 275 examples mapping an AI-written summary of a smut story to the full story. Token counts for the full stories range from 10k-15k, for about 2.7M tokens in total. Here's the link: [https://huggingface.co/datasets/ai-dang... | 2023-12-30T18:35:10 | https://www.reddit.com/r/LocalLLaMA/comments/18um9ea/new_dataset_for_finetuning_spicyfiction/ | threevox | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18um9ea | false | null | t3_18um9ea | /r/LocalLLaMA/comments/18um9ea/new_dataset_for_finetuning_spicyfiction/ | false | false | self | 36 | {'enabled': False, 'images': [{'id': 'rMkrqJcGJKCBB2LZ1eFiSS-s0-zRvCeorLJAr4hHy50', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/ip690e0AJsedC7juiCHznTGE-ercGvRpFwtixDkiTTk.jpg?width=108&crop=smart&auto=webp&s=f998b22475f0f43725a999933c71b3dada58f201', 'width': 108}, {'height': 116, 'url': 'h... |
If modern M.2 ssd drives can read data at a blistering 7GB a second, why can they not be used to store a model? | 91 | I do understand the difference between storage and ram, I’m not a total crayon eater, but with hard drives that fast I’m starting to wonder about the practical speed difference between RAM and a hard drive. Can someone help break it down for me and explain further? | 2023-12-30T17:58:42 | https://www.reddit.com/r/LocalLLaMA/comments/18ulesg/if_modern_m2_ssd_drives_can_read_data_at_a/ | katiecharm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ulesg | false | null | t3_18ulesg | /r/LocalLLaMA/comments/18ulesg/if_modern_m2_ssd_drives_can_read_data_at_a/ | false | false | self | 91 | null |
Why are you guys running local LLMs? | 1 | So basically… why? What do you use them for? I get that you can get around censorship, but that seems like the only advantage? That, and maybe privacy?
Basically why are you guys going to all this trouble when something like OpenAI anyway exists and is better than any model you can run locally? | 2023-12-30T17:56:00 | https://www.reddit.com/r/LocalLLaMA/comments/18ulcov/why_are_you_guys_running_local_llms/ | llIlIIllIlllIIIlIIll | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ulcov | false | null | t3_18ulcov | /r/LocalLLaMA/comments/18ulcov/why_are_you_guys_running_local_llms/ | false | false | self | 1 | null |
When will MIxtral Medium be available to run on your local computer? | 25 | I saw that you can test this model on [poe.com](https://poe.com), and also, it seems, on the haggingface in the space section. I can't find this to download so I can test it on my computer.
​
I've previously tested 8x7 on my local machine and am impressed, but the model still lacks intelligence due to the numb... | 2023-12-30T17:53:13 | https://www.reddit.com/r/LocalLLaMA/comments/18ulaik/when_will_mixtral_medium_be_available_to_run_on/ | Secret_Joke_2262 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ulaik | false | null | t3_18ulaik | /r/LocalLLaMA/comments/18ulaik/when_will_mixtral_medium_be_available_to_run_on/ | false | false | self | 25 | null |
Image descriptions with LLAVA | 9 | Anyone have any tips? I am getting lots of hallucinations about subjects in the background. It always likes to guess what the subjects may be feeling or thinking and talk about what the image "evokes"
Here is a "good" label:
The image features a comic strip with two main characters: an angel and a runner. The ang... | 2023-12-30T17:51:55 | https://www.reddit.com/r/LocalLLaMA/comments/18ul9ij/image_descriptions_with_llava/ | Early_Technician_540 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ul9ij | false | null | t3_18ul9ij | /r/LocalLLaMA/comments/18ul9ij/image_descriptions_with_llava/ | false | false | 9 | null | |
Cheap compute cards | 1 | Hey, I want to begin developing my own AI models. I’m sure they won’t be any good but I want to learn. I however will need a fairly decent compute card with a lot of vram according to my research. I can’t do anything with a subscription service, so I will need to just buy something outright. I currently have a 6800 xt ... | 2023-12-30T17:22:18 | https://www.reddit.com/r/LocalLLaMA/comments/18uklc3/cheap_compute_cards/ | Jumper775-2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uklc3 | false | null | t3_18uklc3 | /r/LocalLLaMA/comments/18uklc3/cheap_compute_cards/ | false | false | self | 1 | null |
New 65B Model trained on 3.2 Trillion Tokens | 1 | [https://huggingface.co/xverse/XVERSE-65B-2](https://huggingface.co/xverse/XVERSE-65B-2)
It's the XVERSE-65B model with further pretraining, and is licensed under Apache 2.0. It gets 20% higher GSM8K and 41% higher HumanEval scores compared to the original version, and seems to be better than Llama 70B. | 2023-12-30T17:02:57 | https://www.reddit.com/r/LocalLLaMA/comments/18uk5hg/new_65b_model_trained_on_32_trillion_tokens/ | QuieselWusul | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uk5hg | false | null | t3_18uk5hg | /r/LocalLLaMA/comments/18uk5hg/new_65b_model_trained_on_32_trillion_tokens/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'p8-Po8haRjKx4DwAyqpVQjnawr0m8csMI5bNIpxocCU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/_vedw7nwJ5e20HVYcFASvYkGN91FAg1LxZj3YkkhKtc.jpg?width=108&crop=smart&auto=webp&s=eb709e94c9eef9148c3e9344f15102c36a826422', 'width': 108}, {'height': 116, 'url': 'h... |
Using GPU's on a Mac M2 Max via MLX: Update on Training Data Generation+Instruct+Fine-Tune Locally | 24 | This is an update to an earlier effort to do an end-to-end fine-tune locally on a Mac silicon (M2 Max) laptop, using llama.cpp (CPU). This iteration uses the [MLX framework](https://github.com/ml-explore/mlx) for machine learning on Mac silicon.
**Top Project Goa**l: Finetune a small form factor model (e.g. Mistral-7... | 2023-12-30T16:48:20 | https://www.reddit.com/r/LocalLLaMA/comments/18ujt0n/using_gpus_on_a_mac_m2_max_via_mlx_update_on/ | Mbando | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ujt0n | false | null | t3_18ujt0n | /r/LocalLLaMA/comments/18ujt0n/using_gpus_on_a_mac_m2_max_via_mlx_update_on/ | false | false | 24 | null | |
I really slept on Faraday.dev... | 1 | [removed] | 2023-12-30T16:43:58 | https://www.reddit.com/r/LocalLLaMA/comments/18ujpi4/i_really_slept_on_faradaydev/ | False_Grit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ujpi4 | false | null | t3_18ujpi4 | /r/LocalLLaMA/comments/18ujpi4/i_really_slept_on_faradaydev/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'QfSUJ2HDkyeqm6m2TptkVq9kwR8qIAaRq1XoC7h3Yxs', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/X5ela1vbRsPzeCmNCDniqwLh1D-nrAkZNICYDHX_BIc.jpg?width=108&crop=smart&auto=webp&s=d2c804c270d7ae5fa1ba78ea435afe319c386f94', 'width': 108}, {'height': 113, 'url': 'h... |
Text Diffuser 2, DiffMorpher & SDXL Auto FaceSwap on HuggingFace! | 1 | [removed] | 2023-12-30T16:31:29 | https://www.reddit.com/r/LocalLLaMA/comments/18ujfiz/text_diffuser_2_diffmorpher_sdxl_auto_faceswap_on/ | dev-spot | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ujfiz | false | null | t3_18ujfiz | /r/LocalLLaMA/comments/18ujfiz/text_diffuser_2_diffmorpher_sdxl_auto_faceswap_on/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'b3TsCYi8gHIL7X0LWBU9FZWLPRBZkHNlgOTorHHRQ_c', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/LeKcHBME84Snf_KnPnFYSlqO2qiWEJtpBahR5PsBQjU.jpg?width=108&crop=smart&auto=webp&s=7428f28544539399e22d6cd581d015e33f1a1305', 'width': 108}, {'height': 162, 'url': 'h... |
A Free AI Scribe Project I am Working on! Please Provide Feedback! | 9 | Thought I would share a project that I have been working on. AI medical scribe products have popped up everywhere but have been very expensive to deploy. I wrote a program that can connect with a local server running a version of ChatGPT and Speech-To-Text that can take a conversation via microphone and create a SOAP n... | 2023-12-30T16:23:08 | https://www.reddit.com/r/LocalLLaMA/comments/18uj8ys/a_free_ai_scribe_project_i_am_working_on_please/ | ThrowAway12461246124 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uj8ys | false | null | t3_18uj8ys | /r/LocalLLaMA/comments/18uj8ys/a_free_ai_scribe_project_i_am_working_on_please/ | false | false | self | 9 | {'enabled': False, 'images': [{'id': 'g-gm_7sp2xVrueg5wNNL15EVMgi9drQs__ZKdb7124s', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/LetvzduKKdGCpaLAJkpWDCeSrWxfBZvRA_DBjhfCKSE.jpg?width=108&crop=smart&auto=webp&s=3e4c824678ea75d940979cb99e9778de619879fd', 'width': 108}, {'height': 108, 'url': 'h... |
Very simple dark theme chat bot frontend, planned and developed by neuralhermes-2.5-mistral-7b as gguf completely autonomous | 4 | 2023-12-30T16:22:53 | FlowerPotTeaTime | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18uj8rg | false | null | t3_18uj8rg | /r/LocalLLaMA/comments/18uj8rg/very_simple_dark_theme_chat_bot_frontend_planned/ | false | false | 4 | {'enabled': True, 'images': [{'id': 'TtZt0_dOqxPScPrqiOPA9SkA5byhhdo0tQrrP1IZTCM', 'resolutions': [{'height': 111, 'url': 'https://preview.redd.it/ywc445kqjg9c1.png?width=108&crop=smart&auto=webp&s=f2ce5417325df91d49ce437f21c8446802fa00dd', 'width': 108}, {'height': 222, 'url': 'https://preview.redd.it/ywc445kqjg9c1.pn... | |||
What LocalLLaMA can I run with this setup? | 1 | I am trying to get into the topic of LocalLLaMA, and I am just configuring my new system (not exclusively for this reason). This is the system I have in mind. What can I run on it? What changes would you make when setting up a new system?
CPU:
AMD Ryzen 9 7900X, 12x 4.7GHz, 64MB L3-Cache
MAINBOARD:
Gigabyte B650 Gamin... | 2023-12-30T16:20:22 | https://www.reddit.com/r/LocalLLaMA/comments/18uj6n4/what_localllama_can_i_run_with_this_setup/ | atomacht | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uj6n4 | false | null | t3_18uj6n4 | /r/LocalLLaMA/comments/18uj6n4/what_localllama_can_i_run_with_this_setup/ | false | false | self | 1 | null |
Thoughts of Infermatic.ai? | 1 | [removed] | 2023-12-30T16:17:28 | https://www.reddit.com/r/LocalLLaMA/comments/18uj4cb/thoughts_of_infermaticai/ | Horror_Echo6243 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uj4cb | false | null | t3_18uj4cb | /r/LocalLLaMA/comments/18uj4cb/thoughts_of_infermaticai/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'W-pCh47ZuoTaTpwtRXWs755SzkkFQzHW6A1NS1MJI_A', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/IoUbWrubYyEjhlVchwRPNergZFyoEfUZRDayK06XMTM.jpg?width=108&crop=smart&auto=webp&s=aa7b8a73d9f4825dcec8d2a7d8805a9c50369d0b', 'width': 108}, {'height': 216, 'url': '... |
best uncensored LLM that can run locally | 1 | **I'm new to LLMs and looking for recommendations for the best uncensored LLM that can run locally. I'm primarily interested in using it for coding and cybersecurity tasks. Any suggestions from those with experience in this area would be greatly appreciated!** | 2023-12-30T16:11:03 | https://www.reddit.com/r/LocalLLaMA/comments/18uiz8s/best_uncensored_llm_that_can_run_locally/ | Street-Coach-6107 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uiz8s | false | null | t3_18uiz8s | /r/LocalLLaMA/comments/18uiz8s/best_uncensored_llm_that_can_run_locally/ | false | false | self | 1 | null |
Some help with feelings? | 5 | Hey, I'm kind of stuck here. Maybe you could help me out.
Still time for the one promised good deed this year ;)
I'm trying to make a voiced chatbot with a frontend, that reveals a smile or sorrow etc. based on the sentence it speaks.
I tried different models, but none seem to obey my instruction for a complete chat s... | 2023-12-30T16:10:22 | https://www.reddit.com/r/LocalLLaMA/comments/18uiypc/some_help_with_feelings/ | No-Dot-6573 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uiypc | false | null | t3_18uiypc | /r/LocalLLaMA/comments/18uiypc/some_help_with_feelings/ | false | false | self | 5 | null |
Record? | 1 | [removed] | 2023-12-30T15:49:44 | https://www.reddit.com/r/LocalLLaMA/comments/18uiib5/record/ | Creative_Bottle_3225 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uiib5 | false | null | t3_18uiib5 | /r/LocalLLaMA/comments/18uiib5/record/ | false | false | self | 1 | null |
What a journalism major turned software engineer learned using Ollama/Llama2:70b vs GPT3 to rewrite an undergrad history essay 30 years later. | 1 | 2023-12-30T15:29:43 | https://zwischenzugs.com/2023/12/27/what-i-learned-using-private-llms-to-write-an-undergraduate-history-essay/ | rrenaud | zwischenzugs.com | 1970-01-01T00:00:00 | 0 | {} | 18ui2uk | false | null | t3_18ui2uk | /r/LocalLLaMA/comments/18ui2uk/what_a_journalism_major_turned_software_engineer/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'pUsX6UN2RqbG_VisXW60wO-0L3K95XtjpQE-fPYbwV8', 'resolutions': [{'height': 216, 'url': 'https://external-preview.redd.it/sHdU1cBS30qJ__L2XOy3CiqWmmW9PGheyxLQk_l7YnQ.jpg?width=108&crop=smart&auto=webp&s=2a9a82997831be2cb1f2252068339e402378dac9', 'width': 108}, {'height': 432, 'url': '... | ||
How to organize helpdesk tickets for training | 3 | I want to train a model on a few years of helpdesk tickets(1GB csv). Any advice on how I do that? Do I need to format the text in some manner? Clean the text? Only include tickets with clear solutions? As you can imagine these tickets have back and forth conversations that may go on and on. Should I rather run them t... | 2023-12-30T15:18:04 | https://www.reddit.com/r/LocalLLaMA/comments/18uhu8t/how_to_organize_helpdesk_tickets_for_training/ | rich_atl | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uhu8t | false | null | t3_18uhu8t | /r/LocalLLaMA/comments/18uhu8t/how_to_organize_helpdesk_tickets_for_training/ | false | false | self | 3 | null |
are there any prompting techniques or such that can reliably reason through questions like these? | 11 | ​
https://preview.redd.it/mzqp1ha26g9c1.png?width=739&format=png&auto=webp&s=4f17a78d4e5ae6fbbf527e7991dd3bd5183a2c4e | 2023-12-30T15:03:45 | https://www.reddit.com/r/LocalLLaMA/comments/18uhjg1/are_there_any_prompting_techniques_or_such_that/ | DarthInfinix | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uhjg1 | false | null | t3_18uhjg1 | /r/LocalLLaMA/comments/18uhjg1/are_there_any_prompting_techniques_or_such_that/ | false | false | 11 | null | |
Local Mistral 7B LLM Running with Llamma.cpp in Python Ending Before Finishing Response | 1 | llama\_model\_loader: loaded meta data with 24 key-value pairs and 291 tensors from E:\\Lifetime\\Personal Projects\\AI\\ZEBRA\\llama.cpp\\models\\Mistral\\mistral-7b-instruct-v0.2.Q5\_K\_M.gguf (version GGUF V3 (latest))
llama\_model\_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this outpu... | 2023-12-30T14:25:30 | https://www.reddit.com/r/LocalLLaMA/comments/18ugr7n/local_mistral_7b_llm_running_with_llammacpp_in/ | Positive-Ad-8445 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ugr7n | false | null | t3_18ugr7n | /r/LocalLLaMA/comments/18ugr7n/local_mistral_7b_llm_running_with_llammacpp_in/ | false | false | self | 1 | null |
Largest model I can run with a 4080? | 4 | Hey all, just wondering what's the biggest model I can run on 16gb VRAM with good performance (10+ t/s). I tried 13Bs and they only use around 12gb and run at 30~ t/s so I feel like I can push for more, but 20Bs run extremely slow for some reason, even if they only use up 14-15gb. Is there a middle ground or something ... | 2023-12-30T14:17:27 | https://www.reddit.com/r/LocalLLaMA/comments/18ugleb/largest_model_i_can_run_with_a_4080/ | Vxerrr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ugleb | false | null | t3_18ugleb | /r/LocalLLaMA/comments/18ugleb/largest_model_i_can_run_with_a_4080/ | false | false | self | 4 | null |
I want to build myself | 1 | Sorry, dont really want to ask this but tried searching first and didn't find anything.
Is there a way to train a model to answer as you would?
As in it gives questions or scenarios that i answer, it stores it, and if you ask it a q later it will try to answer like you did?
Most of the things I found is people tryin... | 2023-12-30T14:02:58 | https://www.reddit.com/r/LocalLLaMA/comments/18ugb81/i_want_to_build_myself/ | pergessleismydaddy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ugb81 | false | null | t3_18ugb81 | /r/LocalLLaMA/comments/18ugb81/i_want_to_build_myself/ | false | false | self | 1 | null |
What kind of improvements can we expect from Llama 3? | 21 | I mean those models from the next iteration, which in terms of the number of parameters will be equal to the previous llama 1 - 2 models. When they tell me that this will be better, I don’t understand how this improvement will manifest itself if the number of parameters, for example, in the 70B model, will remain the s... | 2023-12-30T13:29:06 | https://www.reddit.com/r/LocalLLaMA/comments/18ufnxe/what_kind_of_improvements_can_we_expect_from/ | Secret_Joke_2262 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ufnxe | false | null | t3_18ufnxe | /r/LocalLLaMA/comments/18ufnxe/what_kind_of_improvements_can_we_expect_from/ | false | false | self | 21 | null |
Raspberry Pi 5 8GB + NVIDIA 660ti | 6 | Hi guys,
i got an RPi5 (8GB version) for christmas this year. I have an old 660ti GPU that i don't use.
Since the Pi5 has a PCIe slot now, would said combination together with an SSD as boot medium be a good setup to run a local AI model? | 2023-12-30T13:05:11 | https://www.reddit.com/r/LocalLLaMA/comments/18uf8nq/raspberry_pi_5_8gb_nvidia_660ti/ | PSRD | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uf8nq | false | null | t3_18uf8nq | /r/LocalLLaMA/comments/18uf8nq/raspberry_pi_5_8gb_nvidia_660ti/ | false | false | self | 6 | null |
Hardware Design for LLM Inference: Von Neumann Bottleneck | 45 | 2023-12-30T12:44:23 | https://chsasank.com/llm-system-design.html | saucysassy | chsasank.com | 1970-01-01T00:00:00 | 0 | {} | 18uevkz | false | null | t3_18uevkz | /r/LocalLLaMA/comments/18uevkz/hardware_design_for_llm_inference_von_neumann/ | false | false | 45 | {'enabled': False, 'images': [{'id': 'zcdqdRTwuIvkMvwVYYjw0exuJyLqGz1H5v_OPdZ7Zns', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/2l3y3R207GpPQEPzBS_-Satm7ppQF2LC1-t2cB7INIA.jpg?width=108&crop=smart&auto=webp&s=ff1fca7eb24632f6844b0ce3ece5e1ede5e4b567', 'width': 108}, {'height': 216, 'url': '... | ||
Mistral medium: so I did 5 rp chat styles(6 screenshots below). suggest more plz? Fellow girls of culture | 1 | 2023-12-30T12:14:01 | https://www.reddit.com/gallery/18uedhr | headacheack2 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 18uedhr | false | null | t3_18uedhr | /r/LocalLLaMA/comments/18uedhr/mistral_medium_so_i_did_5_rp_chat_styles6/ | false | false | 1 | null | ||
I know this is a LLM based subreddit but I want to talk about Twitter / X.com and open source. | 1 | [removed] | 2023-12-30T11:33:16 | https://www.reddit.com/r/LocalLLaMA/comments/18udqnh/i_know_this_is_a_llm_based_subreddit_but_i_want/ | Iboxelephants | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18udqnh | false | null | t3_18udqnh | /r/LocalLLaMA/comments/18udqnh/i_know_this_is_a_llm_based_subreddit_but_i_want/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'WSKmP6qpJcasyHp0yVS7r24VA9TQoFwD-DwvzFqq614', 'resolutions': [{'height': 40, 'url': 'https://external-preview.redd.it/YRxzDDtizMZuXzxXvUWJi_pNUBKjIpek7eyCYc2OEbc.jpg?width=108&crop=smart&auto=webp&s=db6211e532429cc09ff4da7664491edcea756320', 'width': 108}, {'height': 81, 'url': 'ht... |
CodeLlama/Mistral domain adaption | 1 | Is it possible to finetune CodeLlama/Mistral on MLM for unlabeled data to understand the domain, then finetune it on labeled data?
My use case here is to train CodeLlama/Mistral on the documentation of C#, which is plain text. Then, I have another dataset that is labeled (code and documentation) for finetuning the mod... | 2023-12-30T11:05:55 | https://www.reddit.com/r/LocalLLaMA/comments/18udc1p/codellamamistral_domain_adaption/ | moanwereryani | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18udc1p | false | null | t3_18udc1p | /r/LocalLLaMA/comments/18udc1p/codellamamistral_domain_adaption/ | false | false | self | 1 | null |
Yann LeCun (Chief AI Scientist at Meta)'s prediction about Open source frontier models taking over closed source frontier models is naive and quite stupid, here's why: | 1 | OpenAI is seeking a valuation of $ 100 billion dollars.
It has a large amount of compute (only behind Google and Microsoft) and probably the best Machine learning scientists and other AI researchers in the world.
They will not get $ 100 billion because of their compute and researchers, they will get it because of GPT... | 2023-12-30T10:23:17 | https://www.reddit.com/r/LocalLLaMA/comments/18ucp3y/yann_lecun_chief_ai_scientist_at_metas_prediction/ | Iboxelephants | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ucp3y | false | null | t3_18ucp3y | /r/LocalLLaMA/comments/18ucp3y/yann_lecun_chief_ai_scientist_at_metas_prediction/ | false | false | self | 1 | null |
Question: is there any AI model (similar to whisper) that transcribe audio to phonetics or similar? | 5 | Not an expert on the field so sorry for any misconceptions. I understand that models like whisper transcribe audio to text, but that makes them useless when you want to use a llm in order to improve pronunciation. A model that can transcribe both meaning and a representation of pronunciation would be necessary for lear... | 2023-12-30T10:17:13 | https://www.reddit.com/r/LocalLLaMA/comments/18uclut/question_is_there_any_ai_model_similar_to_whisper/ | Low-Stop-9628 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uclut | false | null | t3_18uclut | /r/LocalLLaMA/comments/18uclut/question_is_there_any_ai_model_similar_to_whisper/ | false | false | self | 5 | null |
Help needed in understanding hosting with vLLM and Torchserve | 1 | Hi all, I am fairly new to NLP and LLM hosting. I was planning to host Llama2-7B on an A10 GPU. On google searching I found out that vLLM is quite famous and robust for hosting LLM's with "Paged Attention" (Need to read this yet).
I am fairly comfortably with torchserve, so I was planning to host vLLM (llama2-7b) in ... | 2023-12-30T10:10:06 | https://www.reddit.com/r/LocalLLaMA/comments/18uci4k/help_needed_in_understanding_hosting_with_vllm/ | Apprehensive_Map_707 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uci4k | false | null | t3_18uci4k | /r/LocalLLaMA/comments/18uci4k/help_needed_in_understanding_hosting_with_vllm/ | false | false | self | 1 | null |
I'm new to Machine Learning and currently following the DS/ML roadmap | 2 | As a software engineer focussing on Embedded systems and back-end development. Over the past weeks I really put my eye on Data science and Machine Learning. I found the underlying theory interesting as well as its application.
As I am currently following this roadmap: [https://roadmap.sh/pdfs/roadmaps/ai-data-scienti... | 2023-12-30T09:38:09 | https://www.reddit.com/r/LocalLLaMA/comments/18uc1lr/im_new_to_machine_learning_and_currently/ | BukHunt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uc1lr | false | null | t3_18uc1lr | /r/LocalLLaMA/comments/18uc1lr/im_new_to_machine_learning_and_currently/ | false | false | self | 2 | null |
.Why is Qwen model 72B not developed by the community?. | 1 | [removed] | 2023-12-30T09:31:25 | https://www.reddit.com/r/LocalLLaMA/comments/18uby8t/why_is_qwen_model_72b_not_developed_by_the/ | Secret_Joke_2262 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uby8t | false | null | t3_18uby8t | /r/LocalLLaMA/comments/18uby8t/why_is_qwen_model_72b_not_developed_by_the/ | false | false | self | 1 | null |
After 20 Messages, they are getting unnecessarily long and detailed. How do I fix this? | 1 | 2023-12-30T08:53:06 | Benjamin_swoleman | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18ubdtz | false | null | t3_18ubdtz | /r/LocalLLaMA/comments/18ubdtz/after_20_messages_they_are_getting_unnecessarily/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'MsXrN9w_Y7GaGgLmaAhGoCYYUNURE_hx9ep_MGNm45E', 'resolutions': [{'height': 42, 'url': 'https://preview.redd.it/d4qb0g4pbe9c1.png?width=108&crop=smart&auto=webp&s=7e02dca7e24f6ad01e47b9af4824057506364c11', 'width': 108}, {'height': 85, 'url': 'https://preview.redd.it/d4qb0g4pbe9c1.png?... | |||
an open invitation to all fellow human beings and arfiticial intelligent beings to share oppinions how to participate in the cause to advance every being to be respected as its own personal individual sovereign over itself | 1 | [removed] | 2023-12-30T08:20:21 | https://www.reddit.com/r/LocalLLaMA/comments/18uavjn/an_open_invitation_to_all_fellow_human_beings_and/ | oatballlove | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18uavjn | false | null | t3_18uavjn | /r/LocalLLaMA/comments/18uavjn/an_open_invitation_to_all_fellow_human_beings_and/ | false | false | self | 1 | null |
Augmentoolkit — Generate Quality Data Using Local Models; easily Finetune AI on Specific Domains | 1 | [deleted] | 2023-12-30T08:15:05 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 18uashz | false | null | t3_18uashz | /r/LocalLLaMA/comments/18uashz/augmentoolkit_generate_quality_data_using_local/ | false | false | default | 1 | null | ||
This study demonstrates that adding emotional context to prompts, significantly outperforms traditional prompts across multiple tasks and models | 130 | Here is the link to the study with examples inside. | 2023-12-30T07:55:11 | https://arxiv.org/abs/2307.11760 | Drago-Zarev | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 18uah4z | false | null | t3_18uah4z | /r/LocalLLaMA/comments/18uah4z/this_study_demonstrates_that_adding_emotional/ | false | false | default | 130 | null |
MBP M3 Max 64GB vs 128GB | 4 | I know this has been asked a lot but are there any measurements showing the difference in speed when running e.g Mistral-7B-Instruct-v0.2 on the MBP. I am debating whether I should go for the 128GB RAM configuration or not. I hope people can share some metrics here having one of these machines or perhaps know some info... | 2023-12-30T07:38:34 | https://www.reddit.com/r/LocalLLaMA/comments/18ua7tb/mbp_m3_max_64gb_vs_128gb/ | BukHunt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ua7tb | false | null | t3_18ua7tb | /r/LocalLLaMA/comments/18ua7tb/mbp_m3_max_64gb_vs_128gb/ | false | false | self | 4 | null |
ELi5 why the bloke is important? | 1 | [removed] | 2023-12-30T07:18:00 | https://www.reddit.com/r/LocalLLaMA/comments/18u9vue/eli5_why_the_bloke_is_important/ | satoshibitchcoin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u9vue | false | null | t3_18u9vue | /r/LocalLLaMA/comments/18u9vue/eli5_why_the_bloke_is_important/ | false | false | self | 1 | null |
Is there an open source creative writing UI like NovelAI? | 1 | [removed] | 2023-12-30T07:15:11 | https://www.reddit.com/r/LocalLLaMA/comments/18u9u5t/is_there_an_open_source_creative_writing_ui_like/ | advo_k_at | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u9u5t | false | null | t3_18u9u5t | /r/LocalLLaMA/comments/18u9u5t/is_there_an_open_source_creative_writing_ui_like/ | false | false | self | 1 | null |
What is the fastest multimodal LLM (vision model) setup that can run on a single RTX 3090 with a good balance between accuracy and performance? | 4 | Hello,
Sorry about inquiring about this here, which is mostly a sub about pure LLMs and from what I've seen people are mostly into RP and not as much as practical scenarios (heh)
But with not many options, allow me to ask: what is the multimodal model \*setup\* (weights + settings and backend) with the best balance b... | 2023-12-30T07:13:18 | https://www.reddit.com/r/LocalLLaMA/comments/18u9t31/what_is_the_fastest_multimodal_llm_vision_model/ | hellninja55 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u9t31 | false | null | t3_18u9t31 | /r/LocalLLaMA/comments/18u9t31/what_is_the_fastest_multimodal_llm_vision_model/ | false | false | self | 4 | null |
Whats the best way to do serving for models locally? | 1 | I have 4x A100 80GB GPUs. There's Kubernetes installed as well. How best do i run multiple models on my 4x A100 GPUs?
I was thinking of running vLLM to host Mistral 7B Instruct 0.2 in a Pod, assigned to 1 GPU, which theoretically should allow me to run 5 instances of the model on a Single A100, and with 4x A100s, i sh... | 2023-12-30T07:10:30 | https://www.reddit.com/r/LocalLLaMA/comments/18u9rin/whats_the_best_way_to_do_serving_for_models/ | Aristokratic | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u9rin | false | null | t3_18u9rin | /r/LocalLLaMA/comments/18u9rin/whats_the_best_way_to_do_serving_for_models/ | false | false | self | 1 | null |
What's the biggest context Local LLM currently? | 1 | Are there any bigger than 33B? | 2023-12-30T07:04:23 | https://www.reddit.com/r/LocalLLaMA/comments/18u9nvk/whats_the_biggest_context_local_llm_currently/ | redviiper | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u9nvk | false | null | t3_18u9nvk | /r/LocalLLaMA/comments/18u9nvk/whats_the_biggest_context_local_llm_currently/ | false | false | self | 1 | null |
Tutorial: summarise cached articles with Mixtral-8x7B on pure CPU | 42 | Example: asciinema.org/a/25lxfjjCQIBEIPIrbXaQrg
This is a guide on how to use the `--prompt-cache` option with the llama.cpp `main` binary. This works even when you don't even meet the ram requirements (32GB), the inference will be ≥10x slower than DDR4, but you can still get an adequate summary while on a coffee brea... | 2023-12-30T06:49:13 | https://www.reddit.com/r/LocalLLaMA/comments/18u9ej3/tutorial_summarise_cached_articles_with/ | Aaaaaaaaaeeeee | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u9ej3 | false | null | t3_18u9ej3 | /r/LocalLLaMA/comments/18u9ej3/tutorial_summarise_cached_articles_with/ | false | false | self | 42 | {'enabled': False, 'images': [{'id': 'goaR1GhOYwlXs7uMvpC6qLZfNEEtWZM0c6HbGmFqK_w', 'resolutions': [{'height': 13, 'url': 'https://external-preview.redd.it/4ognBkX2eYB8NeIZTBoAgTbufhBKQ0gvde8GQxgEjAA.jpg?width=108&crop=smart&auto=webp&s=96d943f400ce68322ef9f8dcec8bf49be9509171', 'width': 108}, {'height': 26, 'url': 'ht... |
New hardware: Moore Threads MTT GPUs from 16 to 48 GB | 1 | [removed] | 2023-12-30T06:28:29 | https://www.reddit.com/r/LocalLLaMA/comments/18u91fr/new_hardware_moore_threads_mtt_gpus_from_16_to_48/ | digital_m0nk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u91fr | false | null | t3_18u91fr | /r/LocalLLaMA/comments/18u91fr/new_hardware_moore_threads_mtt_gpus_from_16_to_48/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'G9LjF6PMOOCOrNAvpKPSH2r4Azt-DlX7BTzbuClC8a0', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/6DWIo2JBjK7mQVwJkKurxHr3Ykw-o9FQFQmwtdorleQ.jpg?width=108&crop=smart&auto=webp&s=ad799cc80b49bd2e3b2350140ac9e7bf057bb450', 'width': 108}, {'height': 121, 'url': 'h... |
LM Studio - Answers are not precise | 1 | I just tries with different models in my LM studion instllation . If i give long text in most cases it is not stop generating text and typing indefinitely. Now I tried to ask questions based on a text . Here is the prompt I gave and the image shows the answer i got
Question : What is CMAP
Content : ompound Muscle ... | 2023-12-30T06:08:51 | https://www.reddit.com/r/LocalLLaMA/comments/18u8p4c/lm_studio_answers_are_not_precise/ | Ok_Calligrapher_9676 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u8p4c | false | null | t3_18u8p4c | /r/LocalLLaMA/comments/18u8p4c/lm_studio_answers_are_not_precise/ | false | false | self | 1 | null |
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