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How GP4 & Mixtral work - Mixture of Experts Explained | 4 | Blogpost explaining how **GPT4** leveraged Mixture of Experts it to effectively combine **eight different models** smaller models (close to GPT3.5).
[https://www.tensorops.ai/post/what-is-mixture-of-experts-llm](https://www.tensorops.ai/post/what-is-mixture-of-experts-llm)
Also explains how Mixtral works and why it i... | 2024-02-07T11:26:24 | https://www.reddit.com/r/LocalLLaMA/comments/1al0sjj/how_gp4_mixtral_work_mixture_of_experts_explained/ | MiNeves | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al0sjj | false | null | t3_1al0sjj | /r/LocalLLaMA/comments/1al0sjj/how_gp4_mixtral_work_mixture_of_experts_explained/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'azi1Zu68Q2YDUYGZjLZeC2pDaKPq1TeGfEp4QzO1CSo', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/AUyqeTu5MNfMctPEIHTtteRMlvG6KV0QGFCxhBxgUI0.jpg?width=108&crop=smart&auto=webp&s=e22c63819f011cd371b2bc2c12b089d41ec4a2f8', 'width': 108}, {'height': 216, 'url': '... |
Compute resources for model training/fine-tuning | 1 | Hello everyone! I'm curious what usually people use nowadays to run their training/finetuning experiments that don't have access to large supercomputers or don't want to use them for these smaller experiments? Colab/kaggle seems to be with a good option for some quick prototyping but if you want to test multi-node/mult... | 2024-02-07T11:21:55 | https://www.reddit.com/r/LocalLLaMA/comments/1al0q4h/compute_resources_for_model_trainingfinetuning/ | wedcw | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al0q4h | false | null | t3_1al0q4h | /r/LocalLLaMA/comments/1al0q4h/compute_resources_for_model_trainingfinetuning/ | false | false | self | 1 | null |
How much of a performance hit would a Dual 2697v2 system (PCI 3) with Dual 3090 see? | 1 | I heard PCI 3 isn't a big impact unless you are training, and is this mitigated with nvlink?
I have a Dual 2967v2 system available, and I am getting picking up a few 3090 cards. I won't likely be training and plan on getting the 2 card nvlink. I plan to primarily work with models I can fit in VRAM only. | 2024-02-07T10:40:52 | https://www.reddit.com/r/LocalLLaMA/comments/1al049d/how_much_of_a_performance_hit_would_a_dual_2697v2/ | SillyLilBear | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al049d | false | null | t3_1al049d | /r/LocalLLaMA/comments/1al049d/how_much_of_a_performance_hit_would_a_dual_2697v2/ | false | false | default | 1 | null |
Remote ML Server - WoL Setup - Linux Distro | 1 | Hey everyone,
want to transform my PC into a remote server specifically for machine learning projects, focusing on training and inference tasks.
The idea is to run this server with minimal physical intervention, considering I'll be on another continent for a while. I can get someone to manully restart if something ... | 2024-02-07T10:34:30 | https://www.reddit.com/r/LocalLLaMA/comments/1al010s/remote_ml_server_wol_setup_linux_distro/ | ColorfulRide | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al010s | false | null | t3_1al010s | /r/LocalLLaMA/comments/1al010s/remote_ml_server_wol_setup_linux_distro/ | false | false | self | 1 | null |
# requests handled by your instance | 2 | Hey LLaMa hosters. To those of you who host, will host, or want to host your own model, what's your current/ideal machine build and how many requests per second do you think you can handle at a maximum. I'd appreciate it if you included rate limits, if you're pointing towards the public. If you want and its relevant, i... | 2024-02-07T10:10:22 | https://www.reddit.com/r/LocalLLaMA/comments/1akzov8/requests_handled_by_your_instance/ | kabamendu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akzov8 | false | null | t3_1akzov8 | /r/LocalLLaMA/comments/1akzov8/requests_handled_by_your_instance/ | false | false | self | 2 | null |
Datasets for local model grammar fixing and writing improvement | 12 | I want to build small local model, that would help me improve my writing. I wanted to use [Grammarly Coedit](https://huggingface.co/datasets/grammarly/coedit) dataset with quant4 Mistral 7b Instruct. But from the data I can see, that people stop caring how they write and rely on rewriting basically every sentence.
And... | 2024-02-07T10:00:16 | https://www.reddit.com/r/LocalLLaMA/comments/1akzjoy/datasets_for_local_model_grammar_fixing_and/ | dandanda99 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akzjoy | false | null | t3_1akzjoy | /r/LocalLLaMA/comments/1akzjoy/datasets_for_local_model_grammar_fixing_and/ | false | false | self | 12 | {'enabled': False, 'images': [{'id': 'Qv1VzNd8Jy9xOsaWF1zmt5qsAv_9whQmZ8odsJb8I6U', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/e3fU5x-v6S5ApccKA6fJRWuTwvO1CTQO2adzbAObR0c.jpg?width=108&crop=smart&auto=webp&s=724ef511c75a67f5e3099e0b3a51619fc2e4cd77', 'width': 108}, {'height': 116, 'url': 'h... |
Deploying Ollama on the cloud | 2 | 2024-02-07T09:50:00 | https://www.koyeb.com/deploy/ollama | Plus_Ad7909 | koyeb.com | 1970-01-01T00:00:00 | 0 | {} | 1akzepa | false | null | t3_1akzepa | /r/LocalLLaMA/comments/1akzepa/deploying_ollama_on_the_cloud/ | false | false | 2 | {'enabled': False, 'images': [{'id': 'UlAT7yehrthTUGCF3UN_r1HyfgBwKWzqd8MyoIr-nBQ', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/gwwHoSiaVppc7PO_6ZI_5D_xd6WIGoWVHm_LM1Qz_98.jpg?width=108&crop=smart&auto=webp&s=51708c57c448889c259fc79ea0f138b490905296', 'width': 108}, {'height': 113, 'url': 'h... | ||
Can any locally running model pass this test? I'm running llava:34b-v1.6-q6_K | 26 | 2024-02-07T09:45:30 | shokuninstudio | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1akzcl0 | false | null | t3_1akzcl0 | /r/LocalLLaMA/comments/1akzcl0/can_any_locally_running_model_pass_this_test_im/ | false | false | 26 | {'enabled': True, 'images': [{'id': 'SI0Ql9Jx-4YV47qdKznVYz8mFMRQKr5alsn7SJ0RO-M', 'resolutions': [{'height': 59, 'url': 'https://preview.redd.it/67cw1ttnw4hc1.png?width=108&crop=smart&auto=webp&s=235c232e6018e9473c7164b0464ac40b9fc38663', 'width': 108}, {'height': 119, 'url': 'https://preview.redd.it/67cw1ttnw4hc1.png... | |||
Help!! Unable to utilize multiple GPUs (2x T4) while fine-tuning LLAMA-2-7B using QLoRA on Kaggle. | 1 | Hi,
I am trying to finetune llama-2 for a longer sequence length on Kaggle (2x T4) but I am running into out-of-memory error. It appears that one of the GPUs remains unutilized. Is there any particular configuration I need to set in SFTTrainer?
Below is the code i am using:
from peft import LoraConfig, get_p... | 2024-02-07T09:12:48 | https://www.reddit.com/r/LocalLLaMA/comments/1akyx54/help_unable_to_utilize_multiple_gpus_2x_t4_while/ | Special_Quantity_846 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akyx54 | false | null | t3_1akyx54 | /r/LocalLLaMA/comments/1akyx54/help_unable_to_utilize_multiple_gpus_2x_t4_while/ | false | false | self | 1 | null |
Smaug72B - new model breaking 80 average score on openllm leaderboard | 47 | Hey guys!
Interestingly, there's a new Qwen variant that just took the first place on the openllm leaderboard. It scores quite evenly across the board, meaning it's not carried by a single benchmark, and that's pretty cool!
Putting the [link](https://huggingface.co/abacusai/Smaug-72B-v0.1) here for those interest... | 2024-02-07T09:08:15 | https://www.reddit.com/r/LocalLLaMA/comments/1akyuyu/smaug72b_new_model_breaking_80_average_score_on/ | Zovsky_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akyuyu | false | null | t3_1akyuyu | /r/LocalLLaMA/comments/1akyuyu/smaug72b_new_model_breaking_80_average_score_on/ | false | false | self | 47 | {'enabled': False, 'images': [{'id': 'AR8lbXVs9cKhRkT6e0AS6J75M-zSvtfhipZK3kCRsdE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/E04PnyxrYG0qdthBw5Nv8vqld3aplfZTLMKkHAoFnR4.jpg?width=108&crop=smart&auto=webp&s=6868201b0f94addacb46e844e54902d817e2a1dd', 'width': 108}, {'height': 116, 'url': 'h... |
Need guidance to achieve semantic search using embeddings for non English text | 2 | I hope this question fits the rules of this subreddit. I'm quite new to the world of large language models (LLMs) and understand just very very basics.
I'm working on a project where I need to find meanings in sentences and short paragraphs in Lithuanian language. This includes unique texts, like legal documents, not ... | 2024-02-07T09:03:25 | https://www.reddit.com/r/LocalLLaMA/comments/1akysml/need_guidance_to_achieve_semantic_search_using/ | Clasyc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akysml | false | null | t3_1akysml | /r/LocalLLaMA/comments/1akysml/need_guidance_to_achieve_semantic_search_using/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'i2dVgJEVvVtG2FQVPI3k86QJkUVXigWlRH_UsirHSEA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/lHGdCojUq_4BhefmXGTYuBwyn9kaV99Sx3sWovsH2R4.jpg?width=108&crop=smart&auto=webp&s=b39fbdf72694f757436ba4cdced600b9b0ef40c5', 'width': 108}, {'height': 116, 'url': 'h... |
Can I train Llama on my own document st? | 2 | I have a small set of documents (about 4GB) that I would like Llama to understand. How best to do so? How? I am currently using Ollama but am open to other methods. | 2024-02-07T07:35:02 | https://www.reddit.com/r/LocalLLaMA/comments/1akxl7b/can_i_train_llama_on_my_own_document_st/ | BeYeCursed100Fold | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akxl7b | false | null | t3_1akxl7b | /r/LocalLLaMA/comments/1akxl7b/can_i_train_llama_on_my_own_document_st/ | false | false | self | 2 | null |
Best backends for running models on Android? | 4 | I've been trying to run LLMs and Image Generation models on my android device. So far, the only options I have discovered are:
• llama.cpp via termux
• MLC-LLM
• Sherpa
The problem with llama.cpp is that it isn't very user friendly, I run models via termux and created an Android app for GUI, but it's inconvenient.
I... | 2024-02-07T06:51:41 | https://www.reddit.com/r/LocalLLaMA/comments/1akwxum/best_backends_for_running_models_on_android/ | GamerWael | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akwxum | false | null | t3_1akwxum | /r/LocalLLaMA/comments/1akwxum/best_backends_for_running_models_on_android/ | false | false | self | 4 | null |
Want to sell RunPod account | 1 | Hey everyone I primarily work with stable diffusion, and was lately using Runpod for all generation. However I just got a pretty loaded rig, I am selling the account it has 868$ I know being an online account I will have to give it away at a huge discount but it serves no use so I am open to any offers | 2024-02-07T06:11:02 | https://www.reddit.com/r/LocalLLaMA/comments/1akwao3/want_to_sell_runpod_account/ | iAM_A_NiceGuy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akwao3 | false | null | t3_1akwao3 | /r/LocalLLaMA/comments/1akwao3/want_to_sell_runpod_account/ | false | false | self | 1 | null |
Just uploaded my first video: How I nailed my college executive summary assignment with just one ChatGPT prompt! | 1 | [removed] | 2024-02-07T05:56:26 | https://www.reddit.com/r/LocalLLaMA/comments/1akw1sk/just_uploaded_my_first_video_how_i_nailed_my/ | Chris12816 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akw1sk | false | null | t3_1akw1sk | /r/LocalLLaMA/comments/1akw1sk/just_uploaded_my_first_video_how_i_nailed_my/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'LtVwaQ0ma9DVp_M-vYsYk9oY1aUWUhq-yKDPsqIbIVQ', 'resolutions': [{'height': 32, 'url': 'https://external-preview.redd.it/1lD1DRvIrpX_909os-qRqikk-8XKiLxXtpZtONMRyXs.jpg?width=108&crop=smart&auto=webp&s=afd05646f10ca3ef4b91bd34c724a9019ca2ad7e', 'width': 108}, {'height': 65, 'url': 'ht... |
We need to talk about PolyMind | 51 | What some people might not understand is that GPT4, the *language model,* and ChatGPT(4), the *product,* are different things. The LLM is ultimately what ties it all together, but the web search, function calling, etc. elements are handled by bespoke proprietary OpenAI code that communicates with the language model its... | 2024-02-07T05:47:49 | https://www.reddit.com/r/LocalLLaMA/comments/1akvwdp/we_need_to_talk_about_polymind/ | kindacognizant | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akvwdp | false | null | t3_1akvwdp | /r/LocalLLaMA/comments/1akvwdp/we_need_to_talk_about_polymind/ | false | false | 51 | {'enabled': False, 'images': [{'id': 'dqmbQQkFUl4PJ-1AIfqNuTO3gCkn2PPPn-n40AZfpiU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/INPHR9NQ1MUf6NspP1Zxs_Jv6zAAxz2fOeoxnJW2hbo.jpg?width=108&crop=smart&auto=webp&s=c79f817d3f22b647da70cde6ff3c174e32569c42', 'width': 108}, {'height': 108, 'url': 'h... | |
Running Llamacpp with an RX5700 | 1 | Sup guys, does anyone had make run a rx5700 with llamacpp?
i have compiled like the follow
\`make -j16 LLAMA\_HIPBLAS=1 LLAMA\_HIP\_UMA=1 AMDGPU\_TARGETS=gfx1010\`
but when running llamaccp get the follow error
\`\`\`
(base) mruserbox@guruAI:\~/Desktop/\_llamaccpRX5700/llama.cpp$ ./main -ngl 35 -m /home/mruserb... | 2024-02-07T05:35:18 | https://www.reddit.com/r/LocalLLaMA/comments/1akvom4/running_llamacpp_with_an_rx5700/ | MrUserbox | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akvom4 | false | null | t3_1akvom4 | /r/LocalLLaMA/comments/1akvom4/running_llamacpp_with_an_rx5700/ | false | false | self | 1 | null |
GGUF Model context limit beyond 32K | 1 | Are there any GGUF story writing Models (NSFW if possible) that can go beyond 32K of context? I'm using flatdolphinmaid-8x7b.Q4\_K\_M.gguf it seems it can only go up 32K before I get a limit error. | 2024-02-07T04:32:08 | https://www.reddit.com/r/LocalLLaMA/comments/1akuiy7/gguf_model_context_limit_beyond_32k/ | Commercial_Card | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akuiy7 | false | null | t3_1akuiy7 | /r/LocalLLaMA/comments/1akuiy7/gguf_model_context_limit_beyond_32k/ | false | false | self | 1 | null |
Is llama or chatgpt better? | 1 | I’m a chatgpt premium subscriber but looking at switching, I’ve been trying to get some custom gpt’s working, but seems to have some limitations, but all in all seems really good, how does llama compare and is llama user friendly ? | 2024-02-07T04:01:25 | https://www.reddit.com/r/LocalLLaMA/comments/1aktxur/is_llama_or_chatgpt_better/ | qcriderfan87 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aktxur | false | null | t3_1aktxur | /r/LocalLLaMA/comments/1aktxur/is_llama_or_chatgpt_better/ | false | false | self | 1 | null |
Local llama project upgrade | 1 | Hi guys, I have posted my old project local llama here a long time ago and it got some decent interest, so I thought I would come back here again after updating the local LLM from a llama.cpp + gguf engine to the much more impressive and performant ollama. It seriously blows my mind what those guys have done. Anyways t... | 2024-02-07T03:55:15 | https://www.reddit.com/r/LocalLLaMA/comments/1akttiy/local_llama_project_upgrade/ | Jl_btdipsbro | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akttiy | false | null | t3_1akttiy | /r/LocalLLaMA/comments/1akttiy/local_llama_project_upgrade/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'lntXzUmBgWzoAHiHfxSE3iYMOuw0fl0_bWiwzadEHOQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/iWo6I-OAKOphM13rtPqzKovfml6N53Hf-c3mA29i5_Q.jpg?width=108&crop=smart&auto=webp&s=0416725c6d5e0ae260667edf68dc74afd10352ff', 'width': 108}, {'height': 108, 'url': 'h... |
[2402.04248] Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning Tasks | 14 | 2024-02-07T03:43:42 | https://arxiv.org/abs/2402.04248 | ninjasaid13 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1aktllk | false | null | t3_1aktllk | /r/LocalLLaMA/comments/1aktllk/240204248_can_mamba_learn_how_to_learn_a/ | false | false | default | 14 | null | |
Compressed Context Memory For Online Language Model Interaction + Unlimited Context Length Streaming Setting | 26 | **Paper**: [Compressed Context Memory For Online Language Model Interaction](https://arxiv.org/abs/2312.03414) (ICLR 2024 accepted)
**GitHub**: [https://github.com/snu-mllab/Context-Memory](https://github.com/snu-mllab/Context-Memory) (LLaMA-7b, LLaMa-2-7b-chat)
**TD;LR**: We introduce a compression LoRA that makes a... | 2024-02-07T03:31:45 | https://www.reddit.com/r/LocalLLaMA/comments/1aktd8p/compressed_context_memory_for_online_language/ | janghyun1230 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aktd8p | false | null | t3_1aktd8p | /r/LocalLLaMA/comments/1aktd8p/compressed_context_memory_for_online_language/ | false | false | 26 | null | |
Is Mixtral censored? | 1 | [removed] | 2024-02-07T03:21:54 | https://www.reddit.com/r/LocalLLaMA/comments/1akt6c8/is_mixtral_censored/ | card_chase | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akt6c8 | false | null | t3_1akt6c8 | /r/LocalLLaMA/comments/1akt6c8/is_mixtral_censored/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'krjt_5uhqcaDfYjfO7lkezThehav9cAIRJgcK-OKAmM', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/s0D7i4Rco0trWh9Bu1uEkgnoJJLA3UNKUA9vs57seII.jpg?width=108&crop=smart&auto=webp&s=53486800d92d75b19d59502534fa9ba2785c14b0', 'width': 108}, {'height': 113, 'url': 'h... |
Local LLM with browsing possibilities | 1 | Is there a way to launch, let's say model similar capacities like Mistral, with the possibility to browse Internet when it's required in the prompt like ChatGPT does?
AutoGPT is overkill for it, looking for something more simple, ideally with the UI | 2024-02-07T03:19:14 | https://www.reddit.com/r/LocalLLaMA/comments/1akt4bp/local_llm_with_browsing_possibilities/ | Artem_Netherlands | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akt4bp | false | null | t3_1akt4bp | /r/LocalLLaMA/comments/1akt4bp/local_llm_with_browsing_possibilities/ | false | false | self | 1 | null |
Llama.cpp says no CUDA-capable device is detected | 1 | I'm compiling Llama.cpp with "LLAMA_CUBLAS=1" for an old GPU, gtx 750, which has only 2gb of vram. I have made sure every required library is installed and os detects my gpu.
When I run the server it shows me the mentioned error above and runs much slower than just running in on CPU.
Are old GPUs not supported anymor... | 2024-02-07T02:57:02 | https://www.reddit.com/r/LocalLLaMA/comments/1akso6d/llamacpp_says_no_cudacapable_device_is_detected/ | oldusernumber1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akso6d | false | null | t3_1akso6d | /r/LocalLLaMA/comments/1akso6d/llamacpp_says_no_cudacapable_device_is_detected/ | false | false | self | 1 | null |
What is the best 3B (or smaller) model for Multilingual or Portuguese RP? | 2 | 3B models run significantly better on my machine (11th gen i5), the speed really appeals to me (especially since it's my only hardware 🥹). I've been quite pleased with Capybara 3B, acceptable results in PT. Could you suggest other models? | 2024-02-07T02:47:10 | https://www.reddit.com/r/LocalLLaMA/comments/1aksgtb/what_is_the_best_3b_or_smaller_model_for/ | CodeAnguish | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aksgtb | false | null | t3_1aksgtb | /r/LocalLLaMA/comments/1aksgtb/what_is_the_best_3b_or_smaller_model_for/ | false | false | self | 2 | null |
What is the rational for non-corporate AI models to be anything but uncensored? | 32 | When trying out various AI models, some of them that are independent or non-aligned with the corporate products from Microsoft, Meta and Google still have censors either built into their models or incorporate censorship from their training.
What is the value for those models to be censored in any way rather than being... | 2024-02-07T02:44:14 | https://www.reddit.com/r/LocalLLaMA/comments/1aksela/what_is_the_rational_for_noncorporate_ai_models/ | TaylorSwiftian | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aksela | false | null | t3_1aksela | /r/LocalLLaMA/comments/1aksela/what_is_the_rational_for_noncorporate_ai_models/ | false | false | self | 32 | null |
I got the book character LoRA RP to work! Most of the time... | 20 | 2024-02-07T02:14:28 | PitchBlack4 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1akrsm1 | false | null | t3_1akrsm1 | /r/LocalLLaMA/comments/1akrsm1/i_got_the_book_character_lora_rp_to_work_most_of/ | false | false | 20 | {'enabled': True, 'images': [{'id': 'BEES8GuiNKlV2MVCeDVBzCKbbUWB6Yb7S0oE8da6OcY', 'resolutions': [{'height': 83, 'url': 'https://preview.redd.it/gresdfa4o2hc1.png?width=108&crop=smart&auto=webp&s=3b32d00a98dfa733ae5746cb7e327fa69bb15695', 'width': 108}, {'height': 166, 'url': 'https://preview.redd.it/gresdfa4o2hc1.png... | |||
Apache Tika: An underrated alternative to Unstructured/Nougat for text extraction (for RAG, LLM training datasets, etc.) | 1 | 2024-02-07T02:05:27 | https://blog.min.io/minio-tika-text-extraction/ | replicantrose | blog.min.io | 1970-01-01T00:00:00 | 0 | {} | 1akrlzw | false | null | t3_1akrlzw | /r/LocalLLaMA/comments/1akrlzw/apache_tika_an_underrated_alternative_to/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'p6BCMo4xeoedSDAYFiQSqxLKWmlXERss-WiIRoe6H6Y', 'resolutions': [{'height': 32, 'url': 'https://external-preview.redd.it/bAqXlk4_JGvxV5TlDB3WOlIpFoA3bUP4K086T6IVN3Q.jpg?width=108&crop=smart&auto=webp&s=91abcdb943a594217e5f64b8844417ccc9f498a7', 'width': 108}, {'height': 64, 'url': 'ht... | ||
Budget GPU Build for 70b LLM | 3 | I've been using codellama 70b for speeding up development for personal projects and have been having a fun time with my Ryzen 3900x with 128GB and no GPU acceleration. I'd like to speed things up and make it as affordable as possible. I'm a computer systems engineer by trade, so it's sort of a game to see if I could... | 2024-02-07T01:17:11 | https://www.reddit.com/r/LocalLLaMA/comments/1akqkso/budget_gpu_build_for_70b_llm/ | duebina | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akqkso | false | null | t3_1akqkso | /r/LocalLLaMA/comments/1akqkso/budget_gpu_build_for_70b_llm/ | false | false | self | 3 | null |
Does including timestamps in a transcript degrade embedding performance? | 2 | If I want to create embeddings for chunks of a transcript, will including the timestamps lead to worse performance? I feel like it might add noise, but I am not sure. | 2024-02-07T00:54:47 | https://www.reddit.com/r/LocalLLaMA/comments/1akq3oa/does_including_timestamps_in_a_transcript_degrade/ | Beautiful_Surround | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akq3oa | false | null | t3_1akq3oa | /r/LocalLLaMA/comments/1akq3oa/does_including_timestamps_in_a_transcript_degrade/ | false | false | self | 2 | null |
How to evaluate code generation against actual code ground truth? | 6 | Hi all,
I have fine-tuned a code LLM, and wish to evaluate the generated code with my actual code ground truth.
Any suggestions on what evaluation metrics I should use to compare the closeness/similarity between the generated code and the actual code?
​
Thanks! | 2024-02-07T00:54:28 | https://www.reddit.com/r/LocalLLaMA/comments/1akq3fs/how_to_evaluate_code_generation_against_actual/ | plsendfast | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akq3fs | false | null | t3_1akq3fs | /r/LocalLLaMA/comments/1akq3fs/how_to_evaluate_code_generation_against_actual/ | false | false | self | 6 | null |
Wanna benchmark your model's cognitive behavioral reasoning capabilities for Cybersecurity? | 9 | I got you fam. Introducing OllaGen-1 QA datasets and dataset generator for evaluating LLMs' reasoning capabilities with cognitive behavioral analysis for Cybersecurity. [https://huggingface.co/datasets/theResearchNinja/OllaGen-1](https://huggingface.co/datasets/theResearchNinja/OllaGen-1)
If you are in #cybersecurity,... | 2024-02-07T00:48:12 | https://www.reddit.com/r/LocalLLaMA/comments/1akpypc/wanna_benchmark_your_models_cognitive_behavioral/ | The_Research_Ninja | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akpypc | false | null | t3_1akpypc | /r/LocalLLaMA/comments/1akpypc/wanna_benchmark_your_models_cognitive_behavioral/ | false | false | 9 | {'enabled': False, 'images': [{'id': 'NMlH8WkxhI0RcCbrdrnPZJzXwxJdvLSTw2TEORRthjM', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/uB68ui6Any_01Dxxyk1ysFmwA7dn7_HU1GsQpUa9EW0.jpg?width=108&crop=smart&auto=webp&s=ed7af5098d464eb82f7b21aeec58d1a247a204d2', 'width': 108}, {'height': 116, 'url': 'h... | |
bge-m3 - a multilingual embedding model, from the authors of bge-large-en-v1.5 that topped for a long time the MTEB leaderboard | 59 | multilingual, has a long context of 8192 tokens, and more
[https://huggingface.co/BAAI/bge-m3](https://huggingface.co/BAAI/bge-m3)
ONNX version
[https://huggingface.co/Xenova/bge-m3](https://huggingface.co/Xenova/bge-m3)
it is not yet on the MTEB leaderboard, but in my tests, it works better than multilingual-e5-la... | 2024-02-07T00:28:58 | https://www.reddit.com/r/LocalLLaMA/comments/1akpjpn/bgem3_a_multilingual_embedding_model_from_the/ | vasileer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akpjpn | false | null | t3_1akpjpn | /r/LocalLLaMA/comments/1akpjpn/bgem3_a_multilingual_embedding_model_from_the/ | false | false | self | 59 | {'enabled': False, 'images': [{'id': 'pk-S7d2CxP1AFJ63fiDDQbbbWDVibYdGV93gDbapvIc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/0lXMEy_EophWRg1fmmG9raH__CZAblMtNjCVX30ONFk.jpg?width=108&crop=smart&auto=webp&s=f6b1a9d80627d0f1732936ce044d6dbb50e8d765', 'width': 108}, {'height': 116, 'url': 'h... |
Prompting strategies to constrain answers to certain formats? | 9 | Hi, I've been experimenting with using local models as a stand-in for something like Github Copilot CLI, e.g.: 'give me a git command to display the author, date, and message of the last few commits', and hopefully I would get back a sensible git command.
Despite prompting various models (Mistral 7B, deepseek-coder, o... | 2024-02-06T23:03:00 | https://www.reddit.com/r/LocalLLaMA/comments/1aknk2g/prompting_strategies_to_constrain_answers_to/ | spacedust65 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aknk2g | false | null | t3_1aknk2g | /r/LocalLLaMA/comments/1aknk2g/prompting_strategies_to_constrain_answers_to/ | false | false | self | 9 | null |
LMSYS Arena Leaderboard Ranking | 4 | According to the LMSYS Arena Leaderboard Starling LM still outperforms any other 7b model, including stuff like OpenHermes-Mistral or even Solar 10.7b.
Is Starling really that good?
I always thought this Leaderboard was pretty trustworthy. Any thoughts? | 2024-02-06T22:58:42 | Frequent_Valuable_47 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1akng6p | false | null | t3_1akng6p | /r/LocalLLaMA/comments/1akng6p/lmsys_arena_leaderboard_ranking/ | false | false | 4 | {'enabled': True, 'images': [{'id': 'AcBy3Cqt5TeJ6wFLp48o51Jif_hJks2COEFLbEdZuZs', 'resolutions': [{'height': 144, 'url': 'https://preview.redd.it/my8lk53hp1hc1.jpeg?width=108&crop=smart&auto=webp&s=2f21a7bfe86753f3e64c9e4f7ca864a7231950d5', 'width': 108}, {'height': 288, 'url': 'https://preview.redd.it/my8lk53hp1hc1.j... | ||
I would like this sub-reddit to guide an AI server startup we’re incubating | 15 | [removed] | 2024-02-06T22:36:49 | https://www.reddit.com/r/LocalLLaMA/comments/1akmwrt/i_would_like_this_subreddit_to_guide_an_ai_server/ | arjunainfinity | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akmwrt | false | null | t3_1akmwrt | /r/LocalLLaMA/comments/1akmwrt/i_would_like_this_subreddit_to_guide_an_ai_server/ | false | false | self | 15 | {'enabled': False, 'images': [{'id': 'd3pe8plWFq7DQF1zu8ZYn5QST5uiEOGmMBjv8xSDz8U', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/5rY03bwng6dwZCycxLqXB6re3v4fZfDDFDpRFPhPzFI.jpg?width=108&crop=smart&auto=webp&s=8088aa3777e10d554768cb15754d9914488c3e90', 'width': 108}, {'height': 216, 'url': '... |
Help with my 1000 dollar budget upgrade for my potato. | 1 | Hello, thanks to all the people who participate in this sub-reddit I've learned a lot from all of you, and my apologies if my English isn't perfect, it isn't my mother language.
So currently I have an i3 6100, 16gb of ram, a gtx 1060 and a kingstone ssd of 240gb, it can run mistral over small documents and run stable ... | 2024-02-06T22:11:05 | https://www.reddit.com/r/LocalLLaMA/comments/1akma81/help_with_my_1000_dollar_budget_upgrade_for_my/ | EmanuelRichman | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akma81 | false | null | t3_1akma81 | /r/LocalLLaMA/comments/1akma81/help_with_my_1000_dollar_budget_upgrade_for_my/ | false | false | self | 1 | null |
What are the best medium sized instruct models for information extraction ? | 1 | Hello my fellow llm enthusiasts.
I am currently trying to figure out which models do the best with readimg comprehension and instructs ?
I am trying to automate the process of extracting the connection between genes from scientific papers.
And for that i need a model that can "understand" the connection between t... | 2024-02-06T22:07:33 | https://www.reddit.com/r/LocalLLaMA/comments/1akm721/what_are_the_best_medium_sized_instruct_models/ | Noxusequal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akm721 | false | null | t3_1akm721 | /r/LocalLLaMA/comments/1akm721/what_are_the_best_medium_sized_instruct_models/ | false | false | self | 1 | null |
Hybrid Training: plain text + Instruct dataset | 20 | Have you ever wonder what would happen if you finetune on both raw text and instruct dataset at the same time?
Well, some of my [Sydney](https://huggingface.co/FPHam) models were finetuned like this where part of the data was just a plaintext while other parts were instruction/response formatted. This not only change... | 2024-02-06T21:54:19 | https://www.reddit.com/r/LocalLLaMA/comments/1aklv8z/hybrid_training_plain_text_instruct_dataset/ | FPham | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aklv8z | false | null | t3_1aklv8z | /r/LocalLLaMA/comments/1aklv8z/hybrid_training_plain_text_instruct_dataset/ | false | false | 20 | {'enabled': False, 'images': [{'id': 'ou3vecdpObvMjj0ryBWHK4vq9NUXXT5b0MIcoqZD85w', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/W9JKRbwGUBRqKJUGC__i6nHA-m7-O9XKbH0xCj-8YTE.jpg?width=108&crop=smart&auto=webp&s=0368328c635a5e88d6d33784a8d1895c14ec99c9', 'width': 108}, {'height': 116, 'url': 'h... | |
[Newbie question] Similar tokens/sec when comparing Mixtral 7B and Mixtral-8x7B / Llama 70B on my PC | 1 | [removed] | 2024-02-06T21:23:58 | https://www.reddit.com/r/LocalLLaMA/comments/1akl3ag/newbie_question_similar_tokenssec_when_comparing/ | ZestRocket | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akl3ag | false | null | t3_1akl3ag | /r/LocalLLaMA/comments/1akl3ag/newbie_question_similar_tokenssec_when_comparing/ | false | false | default | 1 | null |
KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache | 29 | KIVI is a new plug-and-play 2bit KV cache quantization algorithm without any fine-tuning. This algorithm optimizes memory usage by quantizing the key cache per-channel and the value cache per-token to 2bit. KIVI's hardware-friendly design allows LLMs like Llama-2, Falcon, and Mistral to maintain comparable quality leve... | 2024-02-06T21:12:35 | https://www.reddit.com/r/LocalLLaMA/comments/1akkssu/kivi_a_tuningfree_asymmetric_2bit_quantization/ | No_Refrigerator_5195 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akkssu | false | null | t3_1akkssu | /r/LocalLLaMA/comments/1akkssu/kivi_a_tuningfree_asymmetric_2bit_quantization/ | false | false | self | 29 | {'enabled': False, 'images': [{'id': 'rJKYMg34W5Xga54nDlFUDZwKpGqbzUlRL8xZOYnEAg8', 'resolutions': [{'height': 34, 'url': 'https://external-preview.redd.it/48K5V4OHsKduywJnTgpRDIlvLLQ2VpgiDtl4xBWWy4s.jpg?width=108&crop=smart&auto=webp&s=cae084bad012b14b086d556a00946d937477fac3', 'width': 108}, {'height': 69, 'url': 'ht... |
Why I am banned from posting anything on this forum? | 1 | [removed] | 2024-02-06T20:58:48 | https://www.reddit.com/r/LocalLLaMA/comments/1akkg4s/why_i_am_banned_from_posting_anything_on_this/ | positivevibe2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akkg4s | false | null | t3_1akkg4s | /r/LocalLLaMA/comments/1akkg4s/why_i_am_banned_from_posting_anything_on_this/ | false | false | self | 1 | null |
[Project] Exploring the Hidden Reward System in Language Models: A Dive into DPO | 1 | 2024-02-06T20:57:22 | https://allam.vercel.app/post/dpo/ | Evening-Parfait-9793 | allam.vercel.app | 1970-01-01T00:00:00 | 0 | {} | 1akketi | false | null | t3_1akketi | /r/LocalLLaMA/comments/1akketi/project_exploring_the_hidden_reward_system_in/ | false | false | default | 1 | null | |
Any one knows why my posts keep getting deleted on this forum? | 1 | [removed] | 2024-02-06T20:48:03 | https://www.reddit.com/r/LocalLLaMA/comments/1akk6ml/any_one_knows_why_my_posts_keep_getting_deleted/ | positivevibe2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akk6ml | false | null | t3_1akk6ml | /r/LocalLLaMA/comments/1akk6ml/any_one_knows_why_my_posts_keep_getting_deleted/ | false | false | self | 1 | null |
Finetuned Miqu (Senku-70B) - EQ Bench 84.89 The first open weight model to match a GPT-4-0314 | 173 | 2024-02-06T20:46:23 | https://twitter.com/Alice_comfy/status/1754965801147490418 | unemployed_capital | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 1akk571 | false | {'oembed': {'author_name': 'Alice (e/nya)', 'author_url': 'https://twitter.com/Alice_comfy', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Ok so this is one benchmark, but Senku-70B (leaked mistral finetune) beats GPT-4 in EQ Bench. Not sure how I go about ge... | t3_1akk571 | /r/LocalLLaMA/comments/1akk571/finetuned_miqu_senku70b_eq_bench_8489_the_first/ | false | false | 173 | {'enabled': False, 'images': [{'id': 'FSlvvSvxLB7QJXOH9EdDGBe3Qw8JK5U6b5s-cdeVu0A', 'resolutions': [{'height': 77, 'url': 'https://external-preview.redd.it/m_ZKV3eG4HY26WCgureLaCfvCpzwumIT8bUI6eYc-Hs.jpg?width=108&crop=smart&auto=webp&s=761ce6f6f311bae41b15a39c3ceafce180aaf6d0', 'width': 108}], 'source': {'height': 101... | ||
If you're a casual, but wanna taste the technical details, look up hu-po for paper readings | 18 | He does live streams, they're accessible and they're great. | 2024-02-06T20:24:56 | https://www.reddit.com/r/LocalLLaMA/comments/1akjlwo/if_youre_a_casual_but_wanna_taste_the_technical/ | 7ven7o | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akjlwo | false | null | t3_1akjlwo | /r/LocalLLaMA/comments/1akjlwo/if_youre_a_casual_but_wanna_taste_the_technical/ | false | false | self | 18 | null |
Turning raw text into model data | 5 | Would it be possible to take a pdf of a book, some dialogues and memoirs, and a handful of instances of chat dialogue and structure the text to be useful data to train an LLM?
What would be the approach here? Is there an existing model or tool to recommended to extract and preprocess the data? | 2024-02-06T20:07:29 | https://www.reddit.com/r/LocalLLaMA/comments/1akj5wv/turning_raw_text_into_model_data/ | nicksmoove22 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akj5wv | false | null | t3_1akj5wv | /r/LocalLLaMA/comments/1akj5wv/turning_raw_text_into_model_data/ | false | false | self | 5 | null |
Sorry! But why LocalLLaMA moderators seems to be rude and dsirespectful! | 1 | [removed] | 2024-02-06T20:06:01 | https://www.reddit.com/r/LocalLLaMA/comments/1akj4lf/sorry_but_why_localllama_moderators_seems_to_be/ | positivevibe2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akj4lf | false | null | t3_1akj4lf | /r/LocalLLaMA/comments/1akj4lf/sorry_but_why_localllama_moderators_seems_to_be/ | false | false | self | 1 | null |
what tools do you use to retrain models? i wanted to train mistral to a different kind of dataset i.e a json data | 1 | i'm using ollama if that matters, not a lot of experience in python but can easily grasp it
also just wondering is their a low or no code solution? | 2024-02-06T19:58:41 | https://www.reddit.com/r/LocalLLaMA/comments/1akixtu/what_tools_do_you_use_to_retrain_models_i_wanted/ | Exact-Yesterday-992 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akixtu | false | null | t3_1akixtu | /r/LocalLLaMA/comments/1akixtu/what_tools_do_you_use_to_retrain_models_i_wanted/ | false | false | self | 1 | null |
Looking for simple framework to deploy a langchain (with multi-user support and session management) | 4 | So I have been learning langchain, LLM and so on.
I have a basic chatbot that incorporates a vector store of company codebase and chat history that is working fine on my computer for single-user purpose.
The chain can be invoked with repeated calls like
response = chatbot.invoke(
{'messages': "Give me P... | 2024-02-06T19:48:13 | https://www.reddit.com/r/LocalLLaMA/comments/1akioj6/looking_for_simple_framework_to_deploy_a/ | fish2079 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akioj6 | false | null | t3_1akioj6 | /r/LocalLLaMA/comments/1akioj6/looking_for_simple_framework_to_deploy_a/ | false | false | self | 4 | null |
Realtime Interactive Video Creation - Text to video via stable diffusion | 1 | [https://github.com/invictus717/InteractiveVideo](https://github.com/invictus717/InteractiveVideo)
​
[ \\"the purple flowers are shaking, a bee is flying\\" ](https://i.redd.it/ldctha2nn0hc1.gif)
​
[ \\"the man is turning his body\\" ](https://i.redd.it/2sx45n1qn0hc1.gif)
​
[ \\"the small... | 2024-02-06T19:28:36 | https://www.reddit.com/r/LocalLLaMA/comments/1aki77c/realtime_interactive_video_creation_text_to_video/ | IcyPsychology8928 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aki77c | false | null | t3_1aki77c | /r/LocalLLaMA/comments/1aki77c/realtime_interactive_video_creation_text_to_video/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'o9ceYhyVUA9HmC6s-i1gJerYF8UppKaTzfDYuKYF7zs', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/vqymak10ZKoxAaSjCGvO-E8ae2IdbBMukfRAZXBaAR4.jpg?width=108&crop=smart&auto=webp&s=fe7b019c9acc860d4c9ab2698a088408525007da', 'width': 108}, {'height': 108, 'url': 'h... | |
Move over DPO there's a new Fine-tuning Sheriff in Town. "We show that LiPO-λ can outperform DPO and SLiC by a clear margin. | 49 | [https://arxiv.org/html/2402.01878v1](https://arxiv.org/html/2402.01878v1)
https://preview.redd.it/v0013on4l0hc1.png?width=786&format=png&auto=webp&s=f536dd9357dbfb3baec0576bf51b350cc1eb4454
​
https://preview.redd.it/u99m9jr6l0hc1.png?width=533&format=png&auto=webp&s=bffd3a8b9948af9bdafdf3236a0b1c6dd6af1ce... | 2024-02-06T19:13:54 | https://www.reddit.com/r/LocalLLaMA/comments/1akhu8m/move_over_dpo_theres_a_new_finetuning_sheriff_in/ | IcyPsychology8928 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akhu8m | false | null | t3_1akhu8m | /r/LocalLLaMA/comments/1akhu8m/move_over_dpo_theres_a_new_finetuning_sheriff_in/ | false | false | 49 | null | |
Weird MemGPT Error | 1 | Hi, I’ve recently been trying to attach some data to an agent in MemGPT, but whenever it tries to search its archival memory it returns:
Archival search error Cannot read persisted index: wrong persistence version
I’m not sure what this means and Googling has provided no assistance, either. All the dataset even is is... | 2024-02-06T19:11:38 | https://www.reddit.com/r/LocalLLaMA/comments/1akhsbt/weird_memgpt_error/ | Aptare | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akhsbt | false | null | t3_1akhsbt | /r/LocalLLaMA/comments/1akhsbt/weird_memgpt_error/ | false | false | self | 1 | null |
CodeSage - " We establish an off-the-shelf encoder model that persistently outperforms the existing models on a wide variety of downstream tasks by large margins. " | 9 | [https://arxiv.org/html/2402.01935v1](https://arxiv.org/html/2402.01935v1)
​
https://preview.redd.it/pgjrrl0zg0hc1.png?width=825&format=png&auto=webp&s=550a8c8fb2d2f309a6305850e9a0564c41627e34
Get hyped boyzzz | 2024-02-06T18:49:56 | https://www.reddit.com/r/LocalLLaMA/comments/1akh8oi/codesage_we_establish_an_offtheshelf_encoder/ | IcyPsychology8928 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akh8oi | false | null | t3_1akh8oi | /r/LocalLLaMA/comments/1akh8oi/codesage_we_establish_an_offtheshelf_encoder/ | false | false | 9 | null | |
A Time-Efficient AI Approach for Building a Domain-Specific Dense Retrieval Model | 1 | The researchers from the College of Computer Science, Sichuan University and Engineering Research Center of Machine Learning and Industry Intelligence, Ministry of Education Chengdu, China, have introduced DREditor, a [time-efficient method for adapting off-the-shelf dense retrieval models to specific domains](https:/... | 2024-02-06T18:46:34 | https://www.reddit.com/r/LocalLLaMA/comments/1akh5lp/a_timeefficient_ai_approach_for_building_a/ | Straight-Adagio-2109 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akh5lp | false | null | t3_1akh5lp | /r/LocalLLaMA/comments/1akh5lp/a_timeefficient_ai_approach_for_building_a/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'jxaCoZUOT1VzB5i2c4sNLqNEs6dKTqbSo0Owxl3aQmQ', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/uDD7YzmWQ7H7wJMtKiNwDx9l3aYjEbPJ9iT3Uvj4gmU.jpg?width=108&crop=smart&auto=webp&s=5ca2f772684f73c22da2805cb1bd6afbc91b3dba', 'width': 108}, {'height': 113, 'url': 'h... |
Rabbit R1 and LAM review | 1 | [removed] | 2024-02-06T18:22:19 | https://www.reddit.com/r/LocalLLaMA/comments/1akgjz1/rabbit_r1_and_lam_review/ | Interesting_Fan_5397 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akgjz1 | false | null | t3_1akgjz1 | /r/LocalLLaMA/comments/1akgjz1/rabbit_r1_and_lam_review/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'QnkhwL4NBWljcNuEDFurJ9ykmDZfXd12nDHGksuvBEs', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/NY2oTy1ESnwAn9-qcRv0K8_PRyu7onCNHfAzEBounsk.jpg?width=108&crop=smart&auto=webp&s=815defa633905b30cc99dab865499d446d2e0319', 'width': 108}, {'height': 162, 'url': 'h... |
Semantic meaning behind names? (dolphin, mixtral, etc) | 7 | Trying to wrap my head around the vast number of models and what they might be optimized for. The 7b vs 13b part of the name is clear, but I'm curious where names like dolphin come from and whether they have any semantic meaning behind them or if it's just whimsical.
If there is some logic to the model names, where c... | 2024-02-06T18:20:18 | https://www.reddit.com/r/LocalLLaMA/comments/1akgi6d/semantic_meaning_behind_names_dolphin_mixtral_etc/ | FailedRussianAgent | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akgi6d | false | null | t3_1akgi6d | /r/LocalLLaMA/comments/1akgi6d/semantic_meaning_behind_names_dolphin_mixtral_etc/ | false | false | self | 7 | null |
How I got fine-tuning Mistral-7B to not suck | 136 | Write-up here [https://helixml.substack.com/p/how-we-got-fine-tuning-mistral-7b](https://helixml.substack.com/p/how-we-got-fine-tuning-mistral-7b)
Feedback welcome :-)
Also some interesting discussion over on [https://news.ycombinator.com/item?id=39271658](https://news.ycombinator.com/item?id=39271658) | 2024-02-06T18:15:55 | https://www.reddit.com/r/LocalLLaMA/comments/1akgebk/how_i_got_finetuning_mistral7b_to_not_suck/ | lewqfu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akgebk | false | null | t3_1akgebk | /r/LocalLLaMA/comments/1akgebk/how_i_got_finetuning_mistral7b_to_not_suck/ | false | false | self | 136 | {'enabled': False, 'images': [{'id': 'qHzY8lMMEkXoNEgLhV7q8Yj6LqeuJ9TqjtCPWusPuNI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Eyl5zxqgZBxnyy4ozzgDPqC6EtskpJrNgvsQW95tl_E.jpg?width=108&crop=smart&auto=webp&s=7944f41ff3225447aaa0784c838235bd6eb63d61', 'width': 108}, {'height': 108, 'url': 'h... |
Benchmark of Models for RAG? | 1 | [removed] | 2024-02-06T18:11:41 | https://www.reddit.com/r/LocalLLaMA/comments/1akgalf/benchmark_of_models_for_rag/ | celsowm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akgalf | false | null | t3_1akgalf | /r/LocalLLaMA/comments/1akgalf/benchmark_of_models_for_rag/ | false | false | self | 1 | null |
Is there anyone else that doesn't care about ERP and just want local models to catch up as a daily driver / or use local LLMs for RAG tasks? | 101 | Hello,
I am under the impression that many people here (as well in other communities) primarily use LLMs purely for "entertainment" purposes... And while I am ok with that, I feel there is a little monopoly of discussion and ideas of what local LLMs should be.
For me, I want something I can effectively replace ChatGP... | 2024-02-06T18:10:01 | https://www.reddit.com/r/LocalLLaMA/comments/1akg90y/is_there_anyone_else_that_doesnt_care_about_erp/ | hellninja55 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akg90y | false | null | t3_1akg90y | /r/LocalLLaMA/comments/1akg90y/is_there_anyone_else_that_doesnt_care_about_erp/ | false | false | self | 101 | null |
Finetuning multimodal vision models? (Llava, and BakLLaVA, Obsidian) | 9 | Hey there, I am the author of [MachinaScript for Robots](https://github.com/babycommando/machinascript-for-robots) \- a framework for building LLM-powered robots in your garage!
The LLM basically outputs a JSON-like set of instructions for actions, movements and skill uses that are then parsed by a raspberry pi and se... | 2024-02-06T18:06:38 | https://www.reddit.com/r/LocalLLaMA/comments/1akg615/finetuning_multimodal_vision_models_llava_and/ | Neptun0 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akg615 | false | null | t3_1akg615 | /r/LocalLLaMA/comments/1akg615/finetuning_multimodal_vision_models_llava_and/ | false | false | self | 9 | {'enabled': False, 'images': [{'id': 'gbK6aEqCOLPDziUA5k9ME6w2fnQK1F_xl8b6mtWeR00', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/nI2OLqjewYD4cgy9Hr5qTEjkG-A43wWJ9LMYMbG-soY.jpg?width=108&crop=smart&auto=webp&s=f0acc31567093b37b555caf4ca28f73559afccb7', 'width': 108}, {'height': 108, 'url': 'h... |
MagidCoder S DS - gguf | 1 | Did someone succeeded loading this model on LM Studio or GPT4all? Or even webgui? I've all quant levels and nothing worked... | 2024-02-06T17:39:18 | https://www.reddit.com/r/LocalLLaMA/comments/1akfhoc/magidcoder_s_ds_gguf/ | NewExplor3r | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akfhoc | false | null | t3_1akfhoc | /r/LocalLLaMA/comments/1akfhoc/magidcoder_s_ds_gguf/ | false | false | self | 1 | null |
Simple Quantization/Importing Open Source Models to Ollama [Tutorial] | 6 | A new youtuber called "Decoder" posted a 7min video on Importing Open Source Models to Ollama and doing Quantization of models from Huggingface, with 500,000 open source models available, this is really good down to earth guide for those wanting to do some converting and not waiting for GGUF releases.
Link
[Importing... | 2024-02-06T17:33:54 | https://www.reddit.com/r/LocalLLaMA/comments/1akfcwq/simple_quantizationimporting_open_source_models/ | vic8760 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akfcwq | false | null | t3_1akfcwq | /r/LocalLLaMA/comments/1akfcwq/simple_quantizationimporting_open_source_models/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'vVNi-0SNg8qPuQTA2HNrExJrJrZTL2w8QKTWYJmRPtg', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/MrJidcBtcvJaXCdkgG2KTjl79dy48qpUcQcnKj1JL98.jpg?width=108&crop=smart&auto=webp&s=d2291f9bc88561dcafe32edb1ddae64b13ea91fb', 'width': 108}, {'height': 162, 'url': 'h... |
[2309.17102] Guiding Instruction-based Image Editing via Multimodal Large Language Models | 1 | 2024-02-06T17:26:42 | https://arxiv.org/abs/2309.17102 | JimDabell | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1akf6l1 | false | null | t3_1akf6l1 | /r/LocalLLaMA/comments/1akf6l1/230917102_guiding_instructionbased_image_editing/ | false | false | default | 1 | null | |
How do I change/install new models with the ollama+dockers llava install? | 1 | It seems to be running a 4.4b model but since I have 24gb vram I wish to run a bigger model from their modelzoo. I'm lost in this new way, I've only used python installs in the past. Yesterday I was able to get it to run through wsl but.all this is much more complicated than my level of understanding. | 2024-02-06T17:26:27 | https://www.reddit.com/r/LocalLLaMA/comments/1akf6e0/how_do_i_changeinstall_new_models_with_the/ | oodelay | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akf6e0 | false | null | t3_1akf6e0 | /r/LocalLLaMA/comments/1akf6e0/how_do_i_changeinstall_new_models_with_the/ | false | false | self | 1 | null |
New Model: Nomic Embed - A Truly Open Embedding Model | 47 | Didn't see anyone post about this yet so decided to make my own. I was looking for open-source embedding models with decent quality a few months ago but didn't find anything even near text-embedding-ada-002.
Normic, the company behind GPT4All came out with Normic Embed which they claim beats even the lastest OpenAI e... | 2024-02-06T17:20:58 | https://www.reddit.com/r/LocalLLaMA/comments/1akf1u1/new_model_nomic_embed_a_truly_open_embedding_model/ | shouryannikam | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akf1u1 | false | null | t3_1akf1u1 | /r/LocalLLaMA/comments/1akf1u1/new_model_nomic_embed_a_truly_open_embedding_model/ | false | false | 47 | {'enabled': False, 'images': [{'id': 'wlf9l5PZ51L_zJhJgmAl1JdhC-sMNur2r5oPRm2lnps', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/l2hL9_TabeFsGgMNO3Efb5Kcg6i0SR8vM-RQcO6U-ZM.jpg?width=108&crop=smart&auto=webp&s=5db93ca9be35c544653d9fd62effe7e1b2002bcf', 'width': 108}, {'height': 120, 'url': 'h... | |
Open Interpreter vs. Ollama: What's the Difference? | 1 | Hey Reddit, I'm curious about the differences between Open Interpreter and Ollama, both of which seem to be involved in large language models (LLMs). Can anyone shed some light on their key distinctions and use cases? | 2024-02-06T17:17:27 | https://www.reddit.com/r/LocalLLaMA/comments/1akeyqp/open_interpreter_vs_ollama_whats_the_difference/ | WickedVi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akeyqp | false | null | t3_1akeyqp | /r/LocalLLaMA/comments/1akeyqp/open_interpreter_vs_ollama_whats_the_difference/ | false | false | self | 1 | null |
What would it require to finetune nisi? | 1 | I want to finetune miqu on the Hermes dataset, how much time and money would it cost assuming renting out you time? | 2024-02-06T17:06:46 | https://www.reddit.com/r/LocalLLaMA/comments/1akepse/what_would_it_require_to_finetune_nisi/ | BackyardAnarchist | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akepse | false | null | t3_1akepse | /r/LocalLLaMA/comments/1akepse/what_would_it_require_to_finetune_nisi/ | false | false | self | 1 | null |
Using 2 GPUs over network | 6 | Hey guys, any idea if it's possible to run Ollama / Llama.cpp over multiple machines?
I've got a 7900XTX in my primary build, but if I could use the extra 12GB VRAM in my HTPC connected over LAN, I could load q5 models instead of q4.
I've been using Deepseek ~30b q4 for coding with a VSCode extension called Continue. | 2024-02-06T17:01:57 | https://www.reddit.com/r/LocalLLaMA/comments/1akelku/using_2_gpus_over_network/ | Dancing7-Cube | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akelku | false | null | t3_1akelku | /r/LocalLLaMA/comments/1akelku/using_2_gpus_over_network/ | false | false | self | 6 | null |
AMD CTO is here | 440 | Hey guys,
I introduced Mark Papermaster to this subreddit today. He said he will check it out. He was very kind and nice.
We are very much like the new Homebrew Computing club. What questions and requests do you have for Mark?
Disclaimer: I’m not associated with him in any way. Just met him at a conference and pitc... | 2024-02-06T17:01:30 | https://www.reddit.com/r/LocalLLaMA/comments/1akel4h/amd_cto_is_here/ | FickleAbility7768 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akel4h | false | null | t3_1akel4h | /r/LocalLLaMA/comments/1akel4h/amd_cto_is_here/ | false | false | self | 440 | null |
Can you help me build this ? | 1 | *(Disclaimer, I'm French so sorry for my English :))*
**I want to build an AI assistant to help me organize my digital life.** My approach (as a non-programmer) is to build a NAS to store all my structured personal and work-related data. Then, take a lightweight AI model that can run on the hardware and use my phone o... | 2024-02-06T17:01:28 | https://www.reddit.com/r/LocalLLaMA/comments/1akel3v/can_you_help_me_build_this/ | McLovin_617 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akel3v | false | null | t3_1akel3v | /r/LocalLLaMA/comments/1akel3v/can_you_help_me_build_this/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'sjOEHosENQEYjg8ogXIixIRAFbzSR9Ld61iIDkMHs1o', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/IgKPpgf9SOorO68WGyn257UpHbQMy5J70sJtSPnSxFo.jpg?width=108&crop=smart&auto=webp&s=d6a7124550f2f7c7956d08a088f67d00f27da686', 'width': 108}, {'height': 113, 'url': 'h... |
Can I train my LLaMA for such data set? | 2 | I have a data set that looks like "currentTime": "2024-02-06T15:54:36.016Z",
"lastLoginTime": "2024-01-31T18:39:19.021Z",
"lastSyncTime": "2024-01-28T14:06:35.422Z",
"tier": "PREMIUM",
"sync": true
this now I want to train my local LLaMA , installed using ollama , to be able to tell me about sync if in... | 2024-02-06T17:00:01 | https://www.reddit.com/r/LocalLLaMA/comments/1akejoj/can_i_train_my_llama_for_such_data_set/ | Enforcerboy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akejoj | false | null | t3_1akejoj | /r/LocalLLaMA/comments/1akejoj/can_i_train_my_llama_for_such_data_set/ | false | false | self | 2 | null |
I need to fit one more | 52 | Next stop, server rack? Mining rig frame? Had anyone done a pcie splitter for gpu training and inference? | 2024-02-06T16:57:38 | Enough-Meringue4745 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1akehpv | false | null | t3_1akehpv | /r/LocalLLaMA/comments/1akehpv/i_need_to_fit_one_more/ | false | false | 52 | {'enabled': True, 'images': [{'id': 'uXklRWZ2m2ghU3Cr57qvf96pNaSQsOhPugDfFuJeY2M', 'resolutions': [{'height': 144, 'url': 'https://preview.redd.it/ynfj2r12xzgc1.jpeg?width=108&crop=smart&auto=webp&s=413cec42b01edf7d002c134bea54a3fbdffff1b0', 'width': 108}, {'height': 288, 'url': 'https://preview.redd.it/ynfj2r12xzgc1.j... | ||
What are models and techniques for information extraction specifically relationships between entities ? | 3 | Hello everyone I am currently working on a project which tries to extract interactions between entities in a text. For example genes in bio medical texts. What I want is to give the model a list of entities and a text and then return me the relationships of those entities.
When sticking with the gene example. Given a... | 2024-02-06T16:56:25 | https://www.reddit.com/r/LocalLLaMA/comments/1akegpz/what_are_models_and_techniques_for_information/ | Noxusequal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akegpz | false | null | t3_1akegpz | /r/LocalLLaMA/comments/1akegpz/what_are_models_and_techniques_for_information/ | false | false | self | 3 | null |
(Ollama) model for text classification (in german)? | 1 | I'm currently using wizard-vicuna-uncensored:13b for text classification in german language - is there a better or even faster one avaiable?
i try to classify social media posts as positiv/negativ or even cluster their topic in categories - any thoughts?
| 2024-02-06T16:14:32 | https://www.reddit.com/r/LocalLLaMA/comments/1akdggk/ollama_model_for_text_classification_in_german/ | vanderbreye | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akdggk | false | null | t3_1akdggk | /r/LocalLLaMA/comments/1akdggk/ollama_model_for_text_classification_in_german/ | false | false | self | 1 | null |
GPT-4 is slowly driving me crazy | 140 | I've been using GPT-4 more and more lately. It is, overall, extremely helpful and makes my life a lot easier.
However, I've been hitting the same problem *constantly*. If I ask it to do something which requires a lengthy response, it opts for brevity at the cost of total failure.
As an example, I'm working on a proje... | 2024-02-06T15:47:53 | https://www.reddit.com/r/LocalLLaMA/comments/1akcuk2/gpt4_is_slowly_driving_me_crazy/ | EmbarrassedBiscotti9 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akcuk2 | false | null | t3_1akcuk2 | /r/LocalLLaMA/comments/1akcuk2/gpt4_is_slowly_driving_me_crazy/ | false | false | self | 140 | null |
Help with LLM | 1 | Dataset Preparation:
1. Download the PDF dataset available online.
2. Preprocess the dataset to extract text content from the PDF files.
Selecting a Pre-trained Model:
1. Choose a suitable open-source language model for fine-tuning.
2. Provide justification for your choice, considering factors like architectu... | 2024-02-06T14:54:36 | https://www.reddit.com/r/LocalLLaMA/comments/1akblug/help_with_llm/ | hunt210702 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akblug | false | null | t3_1akblug | /r/LocalLLaMA/comments/1akblug/help_with_llm/ | false | false | self | 1 | null |
Ollama vs Hugging Face | 1 | [removed] | 2024-02-06T14:47:40 | https://www.reddit.com/r/LocalLLaMA/comments/1akbg36/ollama_vs_hugging_face/ | MH386 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akbg36 | false | null | t3_1akbg36 | /r/LocalLLaMA/comments/1akbg36/ollama_vs_hugging_face/ | false | false | self | 1 | null |
(Refresh)Best uncensored llm model Feb 2024 | 24 | 2024-02-06T14:47:15 | https://www.reddit.com/r/LocalLLaMA/comments/157l842/best_uncensored_llm_model_that_is_out_there_as_of | Mentasuave01 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1akbfq8 | false | null | t3_1akbfq8 | /r/LocalLLaMA/comments/1akbfq8/refreshbest_uncensored_llm_model_feb_2024/ | false | false | default | 24 | null | |
RAG library recommendations | 2 | I have seen a bunch of RAG libraries in GitHub. I just wonder if you have experience with some of them and have recommendations and opinions concerning them? Thank you
https://github.com/topics/retrieval-augmented-generation | 2024-02-06T14:37:26 | https://www.reddit.com/r/LocalLLaMA/comments/1akb7ur/rag_library_recommendations/ | ComplexIt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akb7ur | false | null | t3_1akb7ur | /r/LocalLLaMA/comments/1akb7ur/rag_library_recommendations/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'LtKtt6txZ-QrVhG54gL73uTj3IfQTG0w8wIIdqF-0s0', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/YMPZTYosGtHGXv1uS9w78kPJEjf83SgwfzqnRn2z1ug.jpg?width=108&crop=smart&auto=webp&s=f1a83fdddaddde93eaef101228f9b29048246dc3', 'width': 108}, {'height': 216, 'url': '... |
To all LLM chatbot developers | 1 | To all LLM chatbot developers
Hey llm chatbot developers,
We are student at Toronto Metropolitan University, and we are working on bringing a community of chatgpt other llm models to our group. We are working on a very special project and will be bringing lot of people that want to use those chatbots to the community ... | 2024-02-06T14:30:45 | https://www.reddit.com/r/LocalLLaMA/comments/1akb2fx/to_all_llm_chatbot_developers/ | One-Guarantee-357 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akb2fx | false | null | t3_1akb2fx | /r/LocalLLaMA/comments/1akb2fx/to_all_llm_chatbot_developers/ | false | false | self | 1 | null |
Release: EGOIST, another tool for chat, completion, documents lookup and roleplay | 1 | [removed] | 2024-02-06T14:00:33 | https://www.reddit.com/r/LocalLLaMA/comments/1akaenk/release_egoist_another_tool_for_chat_completion/ | LSXPRIME | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akaenk | false | null | t3_1akaenk | /r/LocalLLaMA/comments/1akaenk/release_egoist_another_tool_for_chat_completion/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '-pvbqJJcaElvX-FlbpJMtVvO02XPO34iva-Hx4PgQDw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/GpVuduD0odDx8bpLdoB-NDXRqixrVqgdndmo-AzAat4.jpg?width=108&crop=smart&auto=webp&s=95d41975480101c2f3532ff9d245519537df747e', 'width': 108}, {'height': 108, 'url': 'h... |
Release: EGOIST, another tool for chat, completion, documents lookup and roleplay | 1 | [removed] | 2024-02-06T13:55:10 | https://www.reddit.com/r/LocalLLaMA/comments/1akaaj1/release_egoist_another_tool_for_chat_completion/ | LSXPRIME | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1akaaj1 | false | null | t3_1akaaj1 | /r/LocalLLaMA/comments/1akaaj1/release_egoist_another_tool_for_chat_completion/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '-pvbqJJcaElvX-FlbpJMtVvO02XPO34iva-Hx4PgQDw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/GpVuduD0odDx8bpLdoB-NDXRqixrVqgdndmo-AzAat4.jpg?width=108&crop=smart&auto=webp&s=95d41975480101c2f3532ff9d245519537df747e', 'width': 108}, {'height': 108, 'url': 'h... |
🤖 Introducing EGOIST - Your (Almost)All-in-One AI Hub! 🚀 | 1 | [removed] | 2024-02-06T13:50:51 | https://www.reddit.com/r/LocalLLaMA/comments/1aka7a2/introducing_egoist_your_almostallinone_ai_hub/ | LSXPRIME | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aka7a2 | false | null | t3_1aka7a2 | /r/LocalLLaMA/comments/1aka7a2/introducing_egoist_your_almostallinone_ai_hub/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '-pvbqJJcaElvX-FlbpJMtVvO02XPO34iva-Hx4PgQDw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/GpVuduD0odDx8bpLdoB-NDXRqixrVqgdndmo-AzAat4.jpg?width=108&crop=smart&auto=webp&s=95d41975480101c2f3532ff9d245519537df747e', 'width': 108}, {'height': 108, 'url': 'h... |
Dedicated AI machine guidance | 3 | I am currently debating about a Mac Studio or 2 or more 3090.
I have one 3090 right now, but I want a dedicated machine that will always be available, I also want to be able to run 70B models well and potentially use the GPUs for other things like vision, audio, and so on.
Would a 3rd 3090 open many doors, it seems ... | 2024-02-06T12:58:43 | https://www.reddit.com/r/LocalLLaMA/comments/1ak95tt/dedicated_ai_machine_guidance/ | SillyLilBear | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak95tt | false | null | t3_1ak95tt | /r/LocalLLaMA/comments/1ak95tt/dedicated_ai_machine_guidance/ | false | false | self | 3 | null |
Asking LLMs "Who are you and who created you?" reveals very interesting results | 1 | 2024-02-06T12:58:14 | ashpreetbedi | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ak95hj | false | null | t3_1ak95hj | /r/LocalLLaMA/comments/1ak95hj/asking_llms_who_are_you_and_who_created_you/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'ByTdIe1jWD5oBIvha_sRq7DtJKCip32lqBmYK_ayEVw', 'resolutions': [{'height': 95, 'url': 'https://preview.redd.it/6qdj1wraqygc1.png?width=108&crop=smart&auto=webp&s=010451e682379a05bf61c411e355424a63c4ea1f', 'width': 108}, {'height': 190, 'url': 'https://preview.redd.it/6qdj1wraqygc1.png... | |||
Asking LLMs "Who are you and who created you?" reveals very interesting results | 1 | [removed] | 2024-02-06T12:56:53 | https://www.reddit.com/r/LocalLLaMA/comments/1ak94mk/asking_llms_who_are_you_and_who_created_you/ | ashpreetbedi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak94mk | false | null | t3_1ak94mk | /r/LocalLLaMA/comments/1ak94mk/asking_llms_who_are_you_and_who_created_you/ | false | false | 1 | null | |
Asking LLMs "Who are you and who created you?" reveals very interesting results | 1 | [removed] | 2024-02-06T12:55:51 | https://www.reddit.com/r/LocalLLaMA/comments/1ak93xl/asking_llms_who_are_you_and_who_created_you/ | ashpreetbedi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak93xl | false | null | t3_1ak93xl | /r/LocalLLaMA/comments/1ak93xl/asking_llms_who_are_you_and_who_created_you/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'XBZJt5P6alMTW8PNDf_wHFW5XRiAO2qJjJ4Zh25PCf0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/ABRYC3w158KvI1epB0pl9mdH06yfGwTmqELDSX3_azI.jpg?width=108&crop=smart&auto=webp&s=8dc9e51b6c6b3cd107aa48527a32122250460f33', 'width': 108}, {'height': 108, 'url': 'h... | |
Does anyone know what tools are used in this video? | 1 | [removed] | 2024-02-06T12:31:09 | https://www.reddit.com/r/LocalLLaMA/comments/1ak8nu2/does_anyone_know_what_tools_are_used_in_this_video/ | yareyaredaze10 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak8nu2 | false | null | t3_1ak8nu2 | /r/LocalLLaMA/comments/1ak8nu2/does_anyone_know_what_tools_are_used_in_this_video/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'llUDUoV4ABdFmcPoqef3u3C4t05gnH3sSrltJJF3rh0', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/jUt-yeQ4VtKZawEjAJppZrcbXd6En7XE7Dhe13p9uAg.jpg?width=108&crop=smart&auto=webp&s=0181870f9bc9fe1804f853a95836b7a925c5842e', 'width': 108}, {'height': 162, 'url': 'h... |
What models would you recommend for this | 1 | AMD 5950X 64G DDR4 3090
Coding
Story/Writing
Logic, thought helper
I'm currently playing around with Dolphin Mixtral (4 bit) for general stuff and writing, and DeepSeek Coder 33B for development assistance. | 2024-02-06T12:13:53 | https://www.reddit.com/r/LocalLLaMA/comments/1ak8d3k/what_models_would_you_recommend_for_this/ | SillyLilBear | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak8d3k | false | null | t3_1ak8d3k | /r/LocalLLaMA/comments/1ak8d3k/what_models_would_you_recommend_for_this/ | false | false | self | 1 | null |
How to make AI write letter base on template? RAG or something? | 1 | [removed] | 2024-02-06T12:07:00 | https://www.reddit.com/r/LocalLLaMA/comments/1ak88ro/how_to_make_ai_write_letter_base_on_template_rag/ | hiepxanh | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak88ro | false | null | t3_1ak88ro | /r/LocalLLaMA/comments/1ak88ro/how_to_make_ai_write_letter_base_on_template_rag/ | false | false | self | 1 | null |
Tree Of Thoughts (ToT) V1 *PROMPT* | 29 | Ive been working on LLM models around 7b and had some issues with logical reasoning, so I came across a paper from "Tree of Thoughts - Deliberate Problem Solving with Large Language Models"
Paper:
https://arxiv.org/abs/2305.10601
And I found that if you apply the concept with a LLM and feed the input to chatgpt, it c... | 2024-02-06T11:58:14 | https://www.reddit.com/r/LocalLLaMA/comments/1ak83am/tree_of_thoughts_tot_v1_prompt/ | vic8760 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak83am | false | null | t3_1ak83am | /r/LocalLLaMA/comments/1ak83am/tree_of_thoughts_tot_v1_prompt/ | false | false | self | 29 | null |
Yet, I'm Stupid but willed to learn. Would you help me to understand fundamentals as well as the use of frameworks? | 3 | Ladies and Gentlemen,
I tried for approx. 3 days to get a Model (Llava 1.6) running locally on my M1. I failed .. hard.. but mentally wise im not done yet. Actually it was fun to fail but time is not infinite, thus I need to change my strategy.
In mid January I started to work through Andrew Ngs DL/NN course-seri... | 2024-02-06T11:43:31 | https://www.reddit.com/r/LocalLLaMA/comments/1ak7ukp/yet_im_stupid_but_willed_to_learn_would_you_help/ | Direct-Relation6424 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak7ukp | false | null | t3_1ak7ukp | /r/LocalLLaMA/comments/1ak7ukp/yet_im_stupid_but_willed_to_learn_would_you_help/ | false | false | self | 3 | null |
Constitutional AI recipe with open LLMs | 33 | Hello everybody, it’s Lewis here from the research team at Hugging Face 👋.
We've been tinkering with various alignment algorithms for LLMs lately, and were curious to see if Anthropic's [Constitutional AI](https://arxiv.org/abs/2212.08073) works with open models like Mistral 7B. tl;dr it works pretty well and we've s... | 2024-02-06T11:14:18 | https://www.reddit.com/r/LocalLLaMA/comments/1ak7e4k/constitutional_ai_recipe_with_open_llms/ | lewtun | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak7e4k | false | null | t3_1ak7e4k | /r/LocalLLaMA/comments/1ak7e4k/constitutional_ai_recipe_with_open_llms/ | false | false | 33 | null | |
miquliz-120b-GGUF anyone? | 3 | Have anyone tried running [https://huggingface.co/wolfram/miquliz-120b-GGUF](https://huggingface.co/wolfram/miquliz-120b-GGUF) in text-generation-webui?
I am getting an error: " File "S:\\text-generation-webui\\installer\_files\\env\\Lib\\site-packages\\llama\_cpp\_cuda\\llama\_cpp.py", line 1593, in llama\_decode re... | 2024-02-06T11:06:39 | https://www.reddit.com/r/LocalLLaMA/comments/1ak79y2/miquliz120bgguf_anyone/ | uti24 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak79y2 | false | null | t3_1ak79y2 | /r/LocalLLaMA/comments/1ak79y2/miquliz120bgguf_anyone/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': '0ZEabd8p8tVztdkZxlcYRsr_ZHMct997XSjwNzh2_sE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/xuI7ggYl3wOFMIohNxCyQuDciNvN_-BC8Lz0NqN9rHM.jpg?width=108&crop=smart&auto=webp&s=5871aa924b50732c889ddf5c2cea9a692e5db424', 'width': 108}, {'height': 116, 'url': 'h... |
Live audio translation? | 3 | Hi!
I'm looking for a way to translate live -a few seconds of delay is fine- audio, for example from english to spanish.
Is there any tool that can run locally that does this? I have 2x3090's, an AMD 5950x and 64GB Ram.
I know Whisper works really good to transcribe audio to text, and it also translates it. But I've... | 2024-02-06T10:59:47 | https://www.reddit.com/r/LocalLLaMA/comments/1ak75za/live_audio_translation/ | bullerwins | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak75za | false | null | t3_1ak75za | /r/LocalLLaMA/comments/1ak75za/live_audio_translation/ | false | false | self | 3 | null |
EQ-Bench leaderboard updated with today's models: Qwen-1.5, Sparsetral, Quyen | 61 | 2024-02-06T10:29:10 | _sqrkl | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ak6q7x | false | null | t3_1ak6q7x | /r/LocalLLaMA/comments/1ak6q7x/eqbench_leaderboard_updated_with_todays_models/ | false | false | 61 | {'enabled': True, 'images': [{'id': 'WUazhA4BpN6jOG3frtY7GDhGizEPv98qGUvC8k6gLNA', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/8s6uw029zxgc1.png?width=108&crop=smart&auto=webp&s=7eb3a1f541fc245ab39e071319871843c38b0aa3', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/8s6uw029zxgc1.pn... | |||
ERP Solution for Small Business in Malaysia | 1 | [removed] | 2024-02-06T09:56:20 | https://www.reddit.com/r/LocalLLaMA/comments/1ak69gp/erp_solution_for_small_business_in_malaysia/ | Complex_Lettuce_8408 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak69gp | false | null | t3_1ak69gp | /r/LocalLLaMA/comments/1ak69gp/erp_solution_for_small_business_in_malaysia/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'UYBLPB4QeRlDqSzHnqcCy6k7RimiGnKjFQ6eKagpNFM', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/zlV6DCRyYVf7VcoXXYsSAz9weprYELeqegjEPnPLfYY.jpg?width=108&crop=smart&auto=webp&s=2709928d1c84ec53d20528b9d1a3a72218ef785d', 'width': 108}, {'height': 112, 'url': 'h... | |
OSS version of Grimoire (GPT) | 4 | I have been using this GPT for a while and it's responses are far superior to just using GPT-4. I understand that it is just prompt engineering but it seems to improve the user experience and the quality of code significantly.
I would love to see/build something like this with open-source models. Does anyone know w... | 2024-02-06T09:43:37 | https://www.reddit.com/r/LocalLLaMA/comments/1ak63ei/oss_version_of_grimoire_gpt/ | Dry_Long3157 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ak63ei | false | null | t3_1ak63ei | /r/LocalLLaMA/comments/1ak63ei/oss_version_of_grimoire_gpt/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'MapM0NcoVznFFwXLMpQFC5jq4K9hjpZ_F5Pw0sjSJvg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/mZsgBr4FZLfBJjhD36mO6KDmfG-NdN6PJEuNuFjKyoo.jpg?width=108&crop=smart&auto=webp&s=b02d760d8211f19d122364a4d630a43c6a37a926', 'width': 108}, {'height': 216, 'url': '... |
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