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Stability AI releases Stable LM 2, 1.6B model, trained on 2T tokens for 2 epochs. | 129 | [https://stability.ai/news/introducing-stable-lm-2](https://stability.ai/news/introducing-stable-lm-2)
[https://huggingface.co/stabilityai/stablelm-2-1\_6b](https://huggingface.co/stabilityai/stablelm-2-1_6b) (base)
[https://huggingface.co/stabilityai/stablelm-2-zephyr-1\_6b](https://huggingface.co/stabilityai/stable... | 2024-01-20T13:51:22 | https://www.reddit.com/r/LocalLLaMA/comments/19bc7ib/stability_ai_releases_stable_lm_2_16b_model/ | jslominski | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19bc7ib | false | null | t3_19bc7ib | /r/LocalLLaMA/comments/19bc7ib/stability_ai_releases_stable_lm_2_16b_model/ | false | false | self | 129 | {'enabled': False, 'images': [{'id': 'r3gHujRghs2vdyZBkSfJF_ZuQlkNcCnJSMZq4ZnLevo', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/A2n2eKRE6wrppD9wlnAn-zO7PIIuuz561_CdgqkehNI.jpg?width=108&crop=smart&auto=webp&s=b7c9b0b2125430bb229cc212c7ee109bbfcd37c1', 'width': 108}, {'height': 216, 'url': '... |
Using RAM as cache | 3 | DDR5 has low latency (lowest is around [20ns](https://www.techpowerup.com/forums/attachments/1665146812687-png.264507/)) and high bandwidth (\~300GB/s on quad channel).
If so can you connect and manage ram and cache with node.js? On sapphire rapids theres extra lanes for onboard hbm ram for spare. So is it possib... | 2024-01-20T13:49:04 | https://www.reddit.com/r/LocalLLaMA/comments/19bc5wv/using_ram_as_cache/ | Hot-Highlight8842 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19bc5wv | false | null | t3_19bc5wv | /r/LocalLLaMA/comments/19bc5wv/using_ram_as_cache/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'drT-6p96V39QS4hiQ6DAjpaHHDhn6R4pML9oPnOjBaM', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/BVgYx8fUzrjZDjSRuBWlJy4iYdRwZvEDRCyhIY2xxPs.jpg?width=108&crop=smart&auto=webp&s=a8181a072f063cce79d5b87d8e253e81b4942d87', 'width': 108}, {'height': 121, 'url': 'h... |
Carving out a profit 🤑💰 | 1 | I'm curious about what the major players in open source language models plan to do about making themselves a profit, granted that Apple, Google, and Samsung control the underlying operating system most of us use day to day and they all plan to deploy their own ai models into their respective ecosystems.
Also, project... | 2024-01-20T13:19:15 | https://www.reddit.com/r/LocalLLaMA/comments/19bbll5/carving_out_a_profit/ | 1EvilSexyGenius | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19bbll5 | false | null | t3_19bbll5 | /r/LocalLLaMA/comments/19bbll5/carving_out_a_profit/ | false | false | self | 1 | null |
Experimenting with self rewarding LLMs | 28 | In light of Meta's recent research paper[https://www.reddit.com/r/LocalLLaMA/comments/19av72i/meta\_paper\_presents\_selfrewarding\_language\_models/](https://www.reddit.com/r/LocalLLaMA/comments/19av72i/meta_paper_presents_selfrewarding_language_models/) , I thought it might be an interesting experiment to see whether... | 2024-01-20T13:01:53 | https://www.reddit.com/r/LocalLLaMA/comments/19bba9m/experimenting_with_self_rewarding_llms/ | WaterdanceAC | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19bba9m | false | null | t3_19bba9m | /r/LocalLLaMA/comments/19bba9m/experimenting_with_self_rewarding_llms/ | false | false | self | 28 | {'enabled': False, 'images': [{'id': 'bQga6aItk-L4DCSQcty4WW9_Rt0M0Fpsu-fgN1eanQM', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/Yc8Tjoydwuj1co6G8wf7gULZZvzSdA7sK67GAHXXJH0.jpg?width=108&crop=smart&auto=webp&s=e2a947547250c710c29d8157f5d70b081890f727', 'width': 108}, {'height': 113, 'url': 'h... |
Just throwing a silly idea for LLM translation improvement. Let me know how silly it is. | 16 | I don't know much about training, just playing with local LLMs, agents, and chains. So, I have a silly, idea, I want to share in case it's not too silly, and could inspire anybody
Language can never be translated 100%, but I always thought that a good way to see if the translation is good is to translate it back.
... | 2024-01-20T12:18:37 | https://www.reddit.com/r/LocalLLaMA/comments/19bajr3/just_throwing_a_silly_idea_for_llm_translation/ | dimknaf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19bajr3 | false | null | t3_19bajr3 | /r/LocalLLaMA/comments/19bajr3/just_throwing_a_silly_idea_for_llm_translation/ | false | false | self | 16 | null |
Marlin ("FP16xINT4 matmul kernel aimed at LLM inference that can deliver close to ideal (4x) speedups up to batchsizes of 16-32 tokens") | 66 | **GitHub**: [https://github.com/IST-DASLab/marlin](https://github.com/IST-DASLab/marlin)
**Description**:
>This is **Marlin**, a **M**ixed **A**uto-**R**egressive **Lin**ear kernel (and the name of one of the planet's fastest fish), an extremely optimized FP16xINT4 matmul kernel aimed at LLM inference that can del... | 2024-01-20T10:24:27 | https://www.reddit.com/r/LocalLLaMA/comments/19b8uli/marlin_fp16xint4_matmul_kernel_aimed_at_llm/ | APaperADay | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19b8uli | false | null | t3_19b8uli | /r/LocalLLaMA/comments/19b8uli/marlin_fp16xint4_matmul_kernel_aimed_at_llm/ | false | false | 66 | {'enabled': False, 'images': [{'id': 'hX4dbzoKKBZB4fAyIyMo6ljAtDNEmTqqBF48HsgL-os', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/N-cvZwKer44-8Fe1O2f2k8b5Qk9CUpGxp38N6C92CpI.jpg?width=108&crop=smart&auto=webp&s=bc5b4a3a8717c4ea077b261f1e7ade8c7ddad3a5', 'width': 108}, {'height': 108, 'url': 'h... | |
To early to build an llm rig ? | 26 | Hey Reddit! I'm debating whether to build a rig for large language model (LLM) work. With rapid advancements in AI, I'm worried about my setup becoming outdated soon. Should I build now and start learning, or wait for the next wave of AI tech? Would love to hear your thoughts and experiences!
Cheers | 2024-01-20T10:01:51 | https://www.reddit.com/r/LocalLLaMA/comments/19b8iod/to_early_to_build_an_llm_rig/ | Aromatic-Air8961 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19b8iod | false | null | t3_19b8iod | /r/LocalLLaMA/comments/19b8iod/to_early_to_build_an_llm_rig/ | false | false | self | 26 | null |
High-Performance Multilingual Translation Models for Local Execution | 1 | [removed] | 2024-01-20T09:43:26 | https://www.reddit.com/r/LocalLLaMA/comments/19b898d/highperformance_multilingual_translation_models/ | Xavio_M | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19b898d | false | null | t3_19b898d | /r/LocalLLaMA/comments/19b898d/highperformance_multilingual_translation_models/ | false | false | self | 1 | null |
Can anyone guide me how to finetune .gguf LLM's locally? | 1 | [removed] | 2024-01-20T09:07:28 | https://www.reddit.com/r/LocalLLaMA/comments/19b7r4w/can_anyone_guide_me_how_to_finetune_gguf_llms/ | unkn0wnS0ul2day | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19b7r4w | false | null | t3_19b7r4w | /r/LocalLLaMA/comments/19b7r4w/can_anyone_guide_me_how_to_finetune_gguf_llms/ | false | false | self | 1 | null |
Hi I'm seeking for any embedding model for vietnamese | 5 | I'm now building a chatbot using RAG, however the output from these part was not really good. Maybe the reason was the embedding model(I used SBERT) or the semantic search. Any suggestion for the model? | 2024-01-20T07:59:27 | https://www.reddit.com/r/LocalLLaMA/comments/19b6rar/hi_im_seeking_for_any_embedding_model_for/ | nah_nan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19b6rar | false | null | t3_19b6rar | /r/LocalLLaMA/comments/19b6rar/hi_im_seeking_for_any_embedding_model_for/ | false | false | self | 5 | null |
Best buget gpu to buy for a desktop running 13900k with 850w power supply | 4 | I have a desktop without a GPU running 13990k, 850w power supply.
I am a full stack developer and very new to AI and ML. I want to experiment with running open source LLM models on my machine. I see lot of options for budget GPUs. I was looking for something like a used RTX 3080 or 6700xt, but honestly, I don’t know ... | 2024-01-20T07:02:52 | https://www.reddit.com/r/LocalLLaMA/comments/19b5wr2/best_buget_gpu_to_buy_for_a_desktop_running/ | shashikiran797 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19b5wr2 | false | null | t3_19b5wr2 | /r/LocalLLaMA/comments/19b5wr2/best_buget_gpu_to_buy_for_a_desktop_running/ | false | false | self | 4 | null |
Running CogVLM on Paperspace | 7 | Hello everyone,
Is it possible to run CogVLM, which requires torch 2.1, on a Paperspace Free-A6000 instance that currently has torch 1.12 and CUDA 11.6 installed? I've tried updating CUDA but haven't been successful.
I'm quite new to this and would really appreciate any advice. | 2024-01-20T05:32:34 | https://www.reddit.com/r/LocalLLaMA/comments/19b4fsi/running_cogvlm_on_paperspace/ | Revolutionary_Fan786 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19b4fsi | false | null | t3_19b4fsi | /r/LocalLLaMA/comments/19b4fsi/running_cogvlm_on_paperspace/ | false | false | self | 7 | null |
Has anyone tried this yet? What are the results? | 1 | [removed] | 2024-01-20T05:08:13 | https://www.reddit.com/r/LocalLLaMA/comments/19b410e/has_anyone_tried_this_yet_what_are_the_results/ | Original_Job6327 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19b410e | false | null | t3_19b410e | /r/LocalLLaMA/comments/19b410e/has_anyone_tried_this_yet_what_are_the_results/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'xp2z74MCi2ot9WZb5BRpBvTee8APb8V4Eo7k8FEgOaQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/HBksglPUkrnNVR92kOY_Oh4aIxg7mMoy8lIWDTp9vWo.jpg?width=108&crop=smart&auto=webp&s=a4cf625ef0da8668729ed02be991844aa76f2ba1', 'width': 108}, {'height': 116, 'url': 'h... |
Does anyone have a colab file or code to run gguf files? | 1 | [removed] | 2024-01-20T05:06:15 | https://www.reddit.com/r/LocalLLaMA/comments/19b3zuh/does_anyone_have_a_colab_file_or_code_to_run_gguf/ | Original_Job6327 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19b3zuh | false | null | t3_19b3zuh | /r/LocalLLaMA/comments/19b3zuh/does_anyone_have_a_colab_file_or_code_to_run_gguf/ | false | false | self | 1 | null |
Code to run GGUF models | 1 | [removed] | 2024-01-20T05:02:07 | https://www.reddit.com/r/LocalLLaMA/comments/19b3x7x/code_to_run_gguf_models/ | Original_Job6327 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19b3x7x | false | null | t3_19b3x7x | /r/LocalLLaMA/comments/19b3x7x/code_to_run_gguf_models/ | false | false | self | 1 | null |
Will we need fine-tuning with better models like LLama 3? | 1 | [removed] | 2024-01-20T04:42:51 | https://www.reddit.com/r/LocalLLaMA/comments/19b3kzw/will_we_need_finetuning_with_better_models_like/ | EcstaticVenom | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19b3kzw | false | null | t3_19b3kzw | /r/LocalLLaMA/comments/19b3kzw/will_we_need_finetuning_with_better_models_like/ | false | false | self | 1 | null |
What actually is considered State of the Art? | 10 | I've been reading a lot more papers thanks to this community! And while I'm not technical, I can understand and grasp the concepts (usually with the help of an LLM haha) but one thing that has been a little jarring is the use of "state of the art."
What is even considered state of the art in this field, with so many ... | 2024-01-20T04:23:30 | https://www.reddit.com/r/LocalLLaMA/comments/19b38k2/what_actually_is_considered_state_of_the_art/ | GeeBrain | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19b38k2 | false | null | t3_19b38k2 | /r/LocalLLaMA/comments/19b38k2/what_actually_is_considered_state_of_the_art/ | false | false | self | 10 | null |
Medical LLM | 1 | [removed] | 2024-01-20T04:22:14 | https://www.reddit.com/r/LocalLLaMA/comments/19b37qo/medical_llm/ | hmmqzaz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19b37qo | false | null | t3_19b37qo | /r/LocalLLaMA/comments/19b37qo/medical_llm/ | false | false | self | 1 | null |
What to invest in now? | 1 | [removed] | 2024-01-20T04:19:49 | https://www.reddit.com/r/LocalLLaMA/comments/19b364j/what_to_invest_in_now/ | hmmqzaz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19b364j | false | null | t3_19b364j | /r/LocalLLaMA/comments/19b364j/what_to_invest_in_now/ | false | false | self | 1 | null |
Llama.cpp Support? | 1 | I’ve recently shifted to using Llama.cpp for inferencing models, but have heard that KoboldCPP has something called dynamic temperature, which I then checked out and liked.
My question is this: is there any way to do this “dynamic temperature” in Llama.cpp? | 2024-01-20T04:13:56 | https://www.reddit.com/r/LocalLLaMA/comments/19b32cv/llamacpp_support/ | Aptare | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19b32cv | false | null | t3_19b32cv | /r/LocalLLaMA/comments/19b32cv/llamacpp_support/ | false | false | default | 1 | null |
Smooth Sampling - another Kalomaze innovation. | 7 | Kalomaze has developed a new approach to temperature. Here are my results from using his latest build.
I am using Nous-Hermes 2 Mixtral 8x7b DPO. When using Smooth Sampling, you only enable dynamic temperature, and disable all other samplers, including MinP. For this generation, I used a Dynatemp of 0.1-2.5. A... | 2024-01-20T04:13:33 | https://www.reddit.com/r/LocalLLaMA/comments/19b323a/smooth_sampling_another_kalomaze_innovation/ | Sabin_Stargem | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19b323a | false | null | t3_19b323a | /r/LocalLLaMA/comments/19b323a/smooth_sampling_another_kalomaze_innovation/ | false | false | self | 7 | null |
Tools to generate/enhance text within applications via local models | 2 | Earlier today I stumbled on a project called the LLM Automator ([https://github.com/radames/LLM-automator](https://github.com/radames/LLM-automator)). It's a Mac Automator action, which you eventually link to a keyboard shortcut, that calls into an Ollama model for text processing. You highlight some text, run the acti... | 2024-01-20T03:21:48 | https://www.reddit.com/r/LocalLLaMA/comments/19b232n/tools_to_generateenhance_text_within_applications/ | Hinged31 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19b232n | false | null | t3_19b232n | /r/LocalLLaMA/comments/19b232n/tools_to_generateenhance_text_within_applications/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'BME14EqLAXydrh5O4aajsEFyMhtfvWVcVa293huq4L8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/cEpSWfxDIpD_6pzNbyMMGWbHiXmdHG8XMK41S5pwxyM.jpg?width=108&crop=smart&auto=webp&s=a1dbc55d2b8b0a61e2e6032e401749a294882ae2', 'width': 108}, {'height': 108, 'url': 'h... |
Going nuts - cache/memory with Llama.cpp - LLM has dementia | 2 | I was using oobabooga without this being such an issue, but I was working on my own UI and backend to combine a few different AIs and APIs, and needed to use llama.cpp directly.
I have my curl command include cache_prompt: True, and the model seems to acknowledge that it tokens are being cached: "slot 0 released (246... | 2024-01-20T02:23:04 | https://www.reddit.com/r/LocalLLaMA/comments/19b0xfg/going_nuts_cachememory_with_llamacpp_llm_has/ | TooLazyForUniqueName | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19b0xfg | false | null | t3_19b0xfg | /r/LocalLLaMA/comments/19b0xfg/going_nuts_cachememory_with_llamacpp_llm_has/ | false | false | self | 2 | null |
Can't use multi-gpu with 8x A100 80GB | 28 | Hey guys. I have access to a Machine with 8x A100 80gb, 4 disk drivers Micron_7450. My motherboard is a H13DSG-O-CPU and Manufacturer is Supermicro.
I have 2 questions:
1) a colleague told me that this setup can ONLY run Windows, because Linux cannot take advantage of the power of the entire setup. When I installed ... | 2024-01-20T02:12:17 | https://www.reddit.com/r/LocalLLaMA/comments/19b0prd/cant_use_multigpu_with_8x_a100_80gb/ | nhanha_castanha | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19b0prd | false | null | t3_19b0prd | /r/LocalLLaMA/comments/19b0prd/cant_use_multigpu_with_8x_a100_80gb/ | false | false | self | 28 | null |
Best guide for text finetuning? | 25 | Hey there
This space is evolving extremely quickly, so I thought I'd ask - is there a general step by step guide anywhere on how to fine tune a model on text, maybe like ~500 pages of text, that you guys can recommend?
Thanks | 2024-01-20T01:47:54 | https://www.reddit.com/r/LocalLLaMA/comments/19b07ym/best_guide_for_text_finetuning/ | airhorny | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19b07ym | false | null | t3_19b07ym | /r/LocalLLaMA/comments/19b07ym/best_guide_for_text_finetuning/ | false | false | self | 25 | null |
Using --prompt-cache with llama.cpp | 9 | I'm looking to use a large context model in llama.cpp, and give it a big document as the initial prompt. Then once it has ingested that, save the state of the model so I can start it back up with all of this context already loaded, for faster startup.
I tried running llama's main, and adding '-ins --keep -1 --prompt-... | 2024-01-20T01:42:08 | https://www.reddit.com/r/LocalLLaMA/comments/19b03o2/using_promptcache_with_llamacpp/ | SuperMonkeyCollider | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19b03o2 | false | null | t3_19b03o2 | /r/LocalLLaMA/comments/19b03o2/using_promptcache_with_llamacpp/ | false | false | self | 9 | null |
Yall seen any ai chess projects? | 6 | I like the ai on [chess.com](https://chess.com). The ai makes various commentary on moves and some general chat as well.
I have limited internet now, so was wondering if there's any local version of this already made. Has anyone seen any projects that incorporate ai chat into chess? If not, I might try making somethi... | 2024-01-20T00:54:46 | https://www.reddit.com/r/LocalLLaMA/comments/19az3xa/yall_seen_any_ai_chess_projects/ | multiverse_fan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19az3xa | false | null | t3_19az3xa | /r/LocalLLaMA/comments/19az3xa/yall_seen_any_ai_chess_projects/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'QdkGQmmkHEyvyg_zt3VNTUPh5ZBEllOrI-8HIiaFBpY', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/MVEIj8FIUGCCnjKp4wVqci7Xc_Je9YApMsjpSLoffHY.jpg?width=108&crop=smart&auto=webp&s=94c3b24621532e00a3895c306be6a7fbe5f52b8d', 'width': 108}, {'height': 113, 'url': 'h... |
Building a machine for self-hosted LLaMA - will 2 x RTX 3090 be enough to run 70B @ 8-bit quantization? | 16 | Hi, I am trying to build a machine to run a self-hosted copy of LLaMA 2 70B for a web search / indexing project I'm working on.
My primary use case, in very simplified form, is to take in large amounts of web-based text (>10^(7) pages at a time) as input, have the LLM "read" these documents, and then (1) index these b... | 2024-01-20T00:25:55 | https://www.reddit.com/r/LocalLLaMA/comments/19ayhg7/building_a_machine_for_selfhosted_llama_will_2_x/ | Secure-Technology-78 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19ayhg7 | false | null | t3_19ayhg7 | /r/LocalLLaMA/comments/19ayhg7/building_a_machine_for_selfhosted_llama_will_2_x/ | false | false | self | 16 | null |
I just made my own AI Influencer | 1 | Hey guys... I've been kinda intrigued with this entire AI influencer thing and so I tried making my own...
https://www.instagram.com/_aisha__ai?igsh=enNkcjEzaXdiaGFj
I'm used an automation script written in python with Stable Diffusion (EpicReality checkpoint) to generate images and dolphin-mistral-7b to write captio... | 2024-01-20T00:25:11 | https://www.instagram.com/_aisha__ai?igsh=enNkcjEzaXdiaGFj | Few_Acanthisitta_858 | instagram.com | 1970-01-01T00:00:00 | 0 | {} | 19aygw7 | false | null | t3_19aygw7 | /r/LocalLLaMA/comments/19aygw7/i_just_made_my_own_ai_influencer/ | false | false | default | 1 | null |
Does quantization hurt MoE models like Mixtral harder than dense models of the same size? | 46 | Yesterday I tried out those [new 2 bit](https://huggingface.co/ikawrakow/various-2bit-sota-gguf/tree/main) (2.34 BPW) quants for Mixtral, and for the first time ever, I could properly run Mixtral with just 16+6 GB of RAM+VRAM. But I wasn't very impressed by the model's intelligence. For instance, it called GPT-3 'GTP-3... | 2024-01-20T00:05:19 | https://www.reddit.com/r/LocalLLaMA/comments/19ay0r4/does_quantization_hurt_moe_models_like_mixtral/ | Covid-Plannedemic_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19ay0r4 | false | null | t3_19ay0r4 | /r/LocalLLaMA/comments/19ay0r4/does_quantization_hurt_moe_models_like_mixtral/ | false | false | self | 46 | {'enabled': False, 'images': [{'id': 'mmSEhOO2Ya4Cjle-07d9l2l3p0K02gcnbjuYTcgYymE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/y7kZ5l3eN4uJnoeNp6fBiLE1B0DlXrgor7Ux1ilJt5k.jpg?width=108&crop=smart&auto=webp&s=c2033248ce0605f92a32f5c9fa9ac056a52d65bc', 'width': 108}, {'height': 116, 'url': 'h... |
Could AI break all our encryption? | 1 | The heart of the matter is prime factorization. As of now, deriving a private key from a public one is a Herculean task because splitting large numbers into primes is really tough.
But here’s where it gets interesting. What if AI, especially generative models known for spotting patterns in massive datasets can handle ... | 2024-01-19T23:54:48 | https://www.reddit.com/r/LocalLLaMA/comments/19axrtz/could_ai_break_all_our_encryption/ | maxhsy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19axrtz | false | null | t3_19axrtz | /r/LocalLLaMA/comments/19axrtz/could_ai_break_all_our_encryption/ | false | false | self | 1 | null |
twinny - Using Ollama to create a GitHub Copilot alternative plugin for vscode with completion and chat | 46 | Hey everyone, how are we doing?
I've been stalking this thread for a while but not posted anything yet. I'm not sure if it's been posted here already either...It says to limit self promoting so I hope this message finds you all well.
For the last six months I've been working on a self hosted AI code completion and ch... | 2024-01-19T22:47:07 | https://www.reddit.com/r/LocalLLaMA/comments/19aw5vp/twinny_using_ollama_to_create_a_github_copilot/ | rjmacarthy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19aw5vp | false | null | t3_19aw5vp | /r/LocalLLaMA/comments/19aw5vp/twinny_using_ollama_to_create_a_github_copilot/ | false | false | self | 46 | null |
Is there any locally hosted model that can currently come close to GPT4-Vision in terms of capturing data from documents? | 1 | So GPT4-Vision has been a massive jump technologically in the world of OCR but I hate that I can't use their API to capture data from PDF documents and prepare datasets. Currently ChatGPT can do this and I have custom GPT that can do this, but neither are accessible via API. Also, I've run into degradation issues wit... | 2024-01-19T22:23:26 | https://www.reddit.com/r/LocalLLaMA/comments/19avlqw/is_there_any_locally_hosted_model_that_can/ | Since1785 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19avlqw | false | null | t3_19avlqw | /r/LocalLLaMA/comments/19avlqw/is_there_any_locally_hosted_model_that_can/ | false | false | self | 1 | null |
Python backend for bridging between LLM API and nextjs frontend? | 1 |
I'm currently working on a Next.js web application that utilizes the OpenAI API. Recently, I've come across several libraries like LMQL and outlines-dev that offer structured output for LLMs, which seem really useful for my project. However, these libraries are predominantly Python-based.
This leads me to the realiza... | 2024-01-19T22:18:28 | https://www.reddit.com/r/LocalLLaMA/comments/19avhf3/python_backend_for_bridging_between_llm_api_and/ | tylertaewook | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19avhf3 | false | null | t3_19avhf3 | /r/LocalLLaMA/comments/19avhf3/python_backend_for_bridging_between_llm_api_and/ | false | false | self | 1 | null |
Meta paper presents Self-Rewarding Language Models --- GPT-4 level | 209 | [https://arxiv.org/abs/2401.10020](https://arxiv.org/abs/2401.10020)
A fine-tuning Llama-2 70B on three iterations of our approach yields a model that outperforms many existing systems on the AlpacaEval 2.0, including Claude 2, Gemini Pro, and GPT-4 0613 | 2024-01-19T22:06:18 | https://www.reddit.com/r/LocalLLaMA/comments/19av72i/meta_paper_presents_selfrewarding_language_models/ | Different-Pickle1021 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19av72i | false | null | t3_19av72i | /r/LocalLLaMA/comments/19av72i/meta_paper_presents_selfrewarding_language_models/ | false | false | self | 209 | null |
Which model is suitable for summarization into bullet points? | 1 | 2024-01-19T21:54:40 | https://www.reddit.com/r/LargeLanguageModels/comments/19autg5/which_model_is_suitable_for_summarization_into/ | IndiumGalliumArsenid | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 19aux25 | false | null | t3_19aux25 | /r/LocalLLaMA/comments/19aux25/which_model_is_suitable_for_summarization_into/ | false | false | default | 1 | null | |
[D] does anyone tried to fine-tune llm in translation task? | 2 | I would like to know if anyone tried to fine-tune llm in translation task | 2024-01-19T21:32:47 | https://www.reddit.com/r/LocalLLaMA/comments/19auea0/d_does_anyone_tried_to_finetune_llm_in/ | ahsaor8 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19auea0 | false | null | t3_19auea0 | /r/LocalLLaMA/comments/19auea0/d_does_anyone_tried_to_finetune_llm_in/ | false | false | self | 2 | null |
So anyone know the guide to MPI llama.cpp's capabilities? | 3 | Oh sorry. I didn't find manpages or something detailing what MPIrun llama.cpp can do.
For example. I assume it can offload weights to different system memories. But I read that since it's linear, only one CPU will be executing it's portion of each instance of the model.
However, what about other capabilities. Can MPI... | 2024-01-19T21:04:47 | https://www.reddit.com/r/LocalLLaMA/comments/19atqhq/so_anyone_know_the_guide_to_mpi_llamacpps/ | A_Degenerate_Idiot | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19atqhq | false | null | t3_19atqhq | /r/LocalLLaMA/comments/19atqhq/so_anyone_know_the_guide_to_mpi_llamacpps/ | false | false | self | 3 | null |
Implement Fractional GPUs while deploying LLMs in Kubernetes with Aliyun Scheduler | 1 | [removed] | 2024-01-19T21:04:34 | https://www.reddit.com/r/LocalLLaMA/comments/19atqal/implement_fractional_gpus_while_deploying_llms_in/ | Tiny_Cut_8440 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19atqal | false | null | t3_19atqal | /r/LocalLLaMA/comments/19atqal/implement_fractional_gpus_while_deploying_llms_in/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'IuWAdAOAy0ZaJCcyZG7mQqYCO_w2e0KLN-GNsXL5ojs', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/sYKDhy3AEj_Zc6aqbSSKpk0pj6oDFuMyaXEpet5TfZA.jpg?width=108&crop=smart&auto=webp&s=7a58da754ae5b62dcba7c0362a7f89f8f0571c89', 'width': 108}, {'height': 116, 'url': 'h... |
NVIDIAs new paper introduces ChatQA model that is GPT-4 Level --- ChatQA-70B | 146 | [https://arxiv.org/abs/2401.10225](https://arxiv.org/abs/2401.10225)
NVIDIA’s ChatQA introduces a range of models, ranging from 7B to 70B in size.
The team behind ChatQA proposes a two-stage instruction tuning method, significantly enhancing zero-shot conversational QA results from large language models (LLMs). | 2024-01-19T19:57:58 | https://www.reddit.com/r/LocalLLaMA/comments/19as4lf/nvidias_new_paper_introduces_chatqa_model_that_is/ | Different-Pickle1021 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19as4lf | false | null | t3_19as4lf | /r/LocalLLaMA/comments/19as4lf/nvidias_new_paper_introduces_chatqa_model_that_is/ | false | false | self | 146 | null |
Mixed-CPU-GPU AMD benchmark for a Yi 34B based model with different quantizations | 11 | I was having trouble finding AMD benchmarks for larger models, so I figured to post some here.
Model available in **GGUF format** here: [https://huggingface.co/TheBloke/Tess-34B-v1.4-GGUF](https://huggingface.co/TheBloke/Tess-34B-v1.4-GGUF)
Mixed-CPU-GPU AMD benchmark - 16K context, 2K Batch, half offloaded to GPU (3... | 2024-01-19T19:29:27 | https://www.reddit.com/r/LocalLLaMA/comments/19arfyl/mixedcpugpu_amd_benchmark_for_a_yi_34b_based/ | akumaburn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19arfyl | false | null | t3_19arfyl | /r/LocalLLaMA/comments/19arfyl/mixedcpugpu_amd_benchmark_for_a_yi_34b_based/ | false | false | self | 11 | {'enabled': False, 'images': [{'id': '48d-7o1LgXRSGy1iyhm6HsQFqRbyDCLVjSkHWQCbAz8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/x2oEyareN3bDFGJZsLXTxVDlHDbKA3JNCwQOVM-txy8.jpg?width=108&crop=smart&auto=webp&s=5fba222380405fbe2ea32d9933ee429237d24279', 'width': 108}, {'height': 116, 'url': 'h... |
DiscoLM German 7B V1 - best small german model so far? | 10 | Some days ago this LLM model came out and since yesterday TheBloke brought out his conversions.
[https://huggingface.co/models?search=DiscoLM%20German](https://huggingface.co/models?search=DiscoLM%20German)
I have been using for a few hours now the Q8\_0 GGUF version on my PC (4090) in Roleplay (SillyTavern) and I mu... | 2024-01-19T19:27:58 | https://www.reddit.com/r/LocalLLaMA/comments/19arepf/discolm_german_7b_v1_best_small_german_model_so/ | Blizado | self.LocalLLaMA | 2024-01-20T17:29:23 | 0 | {} | 19arepf | false | null | t3_19arepf | /r/LocalLLaMA/comments/19arepf/discolm_german_7b_v1_best_small_german_model_so/ | false | false | self | 10 | {'enabled': False, 'images': [{'id': 'An0iJLapq-5CUQQlm3lWegevVWf7wlANjmn1iOwCTqk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/BOaSYNg6lhlngBhuDS68WpIBibLf88Q_KzjZVrFpgEc.jpg?width=108&crop=smart&auto=webp&s=2c0b032bdc9d0820b318f57def3af620afe60ee8', 'width': 108}, {'height': 116, 'url': 'h... |
GPT4ALL frustrations with RAG on Local Documents. Has anyone had and solved this issue? | 9 | I’ve been using GPT4ALL with SBERT RAG for a few weeks now, and while I have seen it spit out some really amazing answers using Mistral Instruct and Hermes with information from RAG docs, I’ve been extremely frustrated with how to “focus” the RAG functions and get them to work with any consistency at all.
Here’s my c... | 2024-01-19T19:26:49 | https://www.reddit.com/r/LocalLLaMA/comments/19ards4/gpt4all_frustrations_with_rag_on_local_documents/ | Porespellar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19ards4 | false | null | t3_19ards4 | /r/LocalLLaMA/comments/19ards4/gpt4all_frustrations_with_rag_on_local_documents/ | false | false | self | 9 | null |
LocalLLaMA realistic on M3 Max 36GB? | 3 | Hi,
It's time for me to upgrade my laptop (MacPro M1 16Gb) and I'd like to dabble with LocalLLaMA. I know that to do things well I should buy an expensive CUDA-based GPU but I don't have an opportunity nor want to buy a dedicated machine.
So I wonder if an M3 Max with 36GB is enough to experiment or if I need more me... | 2024-01-19T19:24:08 | https://www.reddit.com/r/LocalLLaMA/comments/19arbf8/localllama_realistic_on_m3_max_36gb/ | gnapoleon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19arbf8 | false | null | t3_19arbf8 | /r/LocalLLaMA/comments/19arbf8/localllama_realistic_on_m3_max_36gb/ | false | false | self | 3 | null |
Two 8gb video cards with SLI link vs one 16gb video card | 2 | So, I'm looking to build a system for fooling around with AI. I know using an Nvidia video card is much faster than just a CPU. If I link two 8 GB video cards with SLI, will I have 16 GB and more processing power effectively, or am I misunderstanding?
An old noob thanks you. | 2024-01-19T19:15:29 | https://www.reddit.com/r/LocalLLaMA/comments/19ar3qh/two_8gb_video_cards_with_sli_link_vs_one_16gb/ | DanTheDiceGuy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19ar3qh | false | null | t3_19ar3qh | /r/LocalLLaMA/comments/19ar3qh/two_8gb_video_cards_with_sli_link_vs_one_16gb/ | false | false | self | 2 | null |
[Noob Question] Do larger models have more information? | 21 | Do they? I know they have more "neurons" or more reasoning capabilities - but do they all have the same information (like the same books / texts / data)?
I mean, i know coding oriented models have more coding data, but does a 7b llama have the same data / information as the 13b or 33b?
Don't have me, but i couldn't f... | 2024-01-19T18:59:02 | https://www.reddit.com/r/LocalLLaMA/comments/19aqpcj/noob_question_do_larger_models_have_more/ | yupignome | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19aqpcj | false | null | t3_19aqpcj | /r/LocalLLaMA/comments/19aqpcj/noob_question_do_larger_models_have_more/ | false | false | self | 21 | null |
A good resource on how to fine-tune Mistral for classification? | 2 | I'm struggling to find a tutorial that works. The model doesn't converge. In particular, I'm confused on how to give the labels to the model.
Trying it like this: "Instruction [text] #Answer [label]". But how does the model now what part of the sentence is the label if I'm giving it along with the text. | 2024-01-19T18:38:59 | https://www.reddit.com/r/LocalLLaMA/comments/19aq84d/a_good_resource_on_how_to_finetune_mistral_for/ | PunchTornado | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19aq84d | false | null | t3_19aq84d | /r/LocalLLaMA/comments/19aq84d/a_good_resource_on_how_to_finetune_mistral_for/ | false | false | self | 2 | null |
Chat with AI in Disc0rd with an open source local LLM | 1 | [removed] | 2024-01-19T18:02:16 | https://www.reddit.com/r/LocalLLaMA/comments/19apc0b/chat_with_ai_in_disc0rd_with_an_open_source_local/ | heaversm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19apc0b | false | {'oembed': {'author_name': 'Practical AI through Prototypes', 'author_url': 'https://www.youtube.com/@practical-ai-prototypes', 'height': 200, 'html': '<iframe width="267" height="200" src="https://www.youtube.com/embed/-ikvkV1H9LA?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-... | t3_19apc0b | /r/LocalLLaMA/comments/19apc0b/chat_with_ai_in_disc0rd_with_an_open_source_local/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'sKk7DKox9AMpDl6QpS7yoWfUD89ZbO62oioG9Y7sVcQ', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/QgIyH8jqU3M_ica3_ZfFo1SZXMa0KlVeTWXrAjoBkM4.jpg?width=108&crop=smart&auto=webp&s=64781ef811acabee686926e8d022602d15ffd42a', 'width': 108}, {'height': 162, 'url': 'h... | |
Upcoming W8A8 quant (SmoothQuant) support in vLLM promises huge throughput and latency improvements | 1 | 2024-01-19T17:49:27 | https://github.com/vllm-project/vllm/pull/1112 | DreamGenX | github.com | 1970-01-01T00:00:00 | 0 | {} | 19ap0mk | false | null | t3_19ap0mk | /r/LocalLLaMA/comments/19ap0mk/upcoming_w8a8_quant_smoothquant_support_in_vllm/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'Iqt6CjJppYGGVIGzmIR8erwtl7NKFdDbgEcLSVxOk6Y', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/68IEano6Z5Nj3KBNde9kXyjc5LzxJXDCJR3MjZaV_dM.jpg?width=108&crop=smart&auto=webp&s=59ac72f7b03bb4b7d213ae2d8be8df3310e84716', 'width': 108}, {'height': 108, 'url': 'h... | ||
Recent excellent datasets overview (volume 2) | 45 | People seemed to find my [previous overview](https://www.reddit.com/r/LocalLLaMA/comments/194v4h6/comment/khj32z5/?context=3) of recent datasets fairly useful so I thought I would do something similar again this week.
## Monitoring models trained on a particular dataset
Before diving into the datasets I wanted to sha... | 2024-01-19T17:41:57 | https://www.reddit.com/r/LocalLLaMA/comments/19aou0k/recent_excellent_datasets_overview_volume_2/ | dvanstrien | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19aou0k | false | null | t3_19aou0k | /r/LocalLLaMA/comments/19aou0k/recent_excellent_datasets_overview_volume_2/ | false | false | self | 45 | {'enabled': False, 'images': [{'id': 'h-Kdj9HTUQH1z2fpF4uA3tnTphtvvzpM-j0OD0bh5x0', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/mB5dBS9tsKZHXCnPjrVim6dLeJjbiKy8wJK-tWXMm_k.jpg?width=108&crop=smart&auto=webp&s=d46f20918bdb9201c2b15bd47ad7425d22904f2e', 'width': 108}, {'height': 116, 'url': 'h... |
Same prompt to different models yield vastly different results? | 1 | I am trying to generate some Multiple choice questions using zephyr-7b-beta-Q4, given some text. It does NOT perform well at all. In fact, the open-hermes-mistral-7b Q4 performs way better. The same prompt performs well in one of them while it fails for another llm. Why is it so?
For the same prompt, I tried using mis... | 2024-01-19T17:34:59 | https://www.reddit.com/r/LocalLLaMA/comments/19aonsl/same_prompt_to_different_models_yield_vastly/ | overlord-i-am | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19aonsl | false | null | t3_19aonsl | /r/LocalLLaMA/comments/19aonsl/same_prompt_to_different_models_yield_vastly/ | false | false | self | 1 | null |
Let’s talk expander chassis | 1 | I got my hands on 4 24gb k80 for free. Lucky me. That said, I’m looking at expander chassis and they are priced crazy. What are you guys using? Am I going to have to bite the bullet? I would hate for these to go to waste. | 2024-01-19T17:29:59 | https://www.reddit.com/r/LocalLLaMA/comments/19aoj8x/lets_talk_expander_chassis/ | stonedoubt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19aoj8x | false | null | t3_19aoj8x | /r/LocalLLaMA/comments/19aoj8x/lets_talk_expander_chassis/ | false | false | self | 1 | null |
So what is the fastest llm inference frontend now | 1 | there are so many inference frontend like vllm, koboldcpp, llama.cpp, fastchat... | 2024-01-19T17:12:39 | https://www.reddit.com/r/LocalLLaMA/comments/19ao495/so_what_is_the_fastest_llm_inference_frontend_now/ | MarySmith2021 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19ao495 | false | null | t3_19ao495 | /r/LocalLLaMA/comments/19ao495/so_what_is_the_fastest_llm_inference_frontend_now/ | false | false | self | 1 | null |
Is there any medical AI model available? | 2 | Or is it possible to train one? I'm new to this topic. | 2024-01-19T16:57:25 | https://www.reddit.com/r/LocalLLaMA/comments/19anqfo/is_there_any_medical_ai_model_available/ | endlessnightmare718 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19anqfo | false | null | t3_19anqfo | /r/LocalLLaMA/comments/19anqfo/is_there_any_medical_ai_model_available/ | false | false | self | 2 | null |
llama.cpp now supports QuiP# (2-bit quant -> Mixtral in ~4GB) | 55 | 2024-01-19T16:57:16 | https://github.com/ggerganov/llama.cpp/pull/4773 | DreamGenX | github.com | 1970-01-01T00:00:00 | 0 | {} | 19anqbc | false | null | t3_19anqbc | /r/LocalLLaMA/comments/19anqbc/llamacpp_now_supports_quip_2bit_quant_mixtral_in/ | false | false | 55 | {'enabled': False, 'images': [{'id': 'Ggv83unvkWLyMFGpt3xtM1r0zdP4WjPSSKEGIVluetc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/16CE_kKFjmcbObx29RCZNMRxDK7BMUw95WAtVVQly0s.jpg?width=108&crop=smart&auto=webp&s=759e40913572d0fc8b116b39379043daf004395d', 'width': 108}, {'height': 108, 'url': 'h... | ||
NSFW-friendly model at reasonable GPU costs | 1 | I’m looking for a good nsfw-friendly model, I won‘t run it locally, so I need to choose a nsfw-friendly model that runs on a GPU that wouldn’t cost me a leg and an arm.
It doesn’t have to be the absolute "best" model cuz I think I can do a lot with the right system prompt, but it definitely has to run on a GPU of an ... | 2024-01-19T16:49:05 | https://www.reddit.com/r/LocalLLaMA/comments/19anjei/nsfwfriendly_model_at_reasonable_gpu_costs/ | Ornery_Blacksmith645 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19anjei | false | null | t3_19anjei | /r/LocalLLaMA/comments/19anjei/nsfwfriendly_model_at_reasonable_gpu_costs/ | false | false | nsfw | 1 | null |
Fast and Expressive LLM Inference with RadixAttention and SGLang (5x throughput) | 22 | 2024-01-19T16:23:45 | https://lmsys.org/blog/2024-01-17-sglang/ | DreamGenX | lmsys.org | 1970-01-01T00:00:00 | 0 | {} | 19amxd8 | false | null | t3_19amxd8 | /r/LocalLLaMA/comments/19amxd8/fast_and_expressive_llm_inference_with/ | false | false | 22 | {'enabled': False, 'images': [{'id': 'QIp41Ioe_NTOyftrEJaXMK2v-LRnKCHRD4vexbYrK4A', 'resolutions': [{'height': 107, 'url': 'https://external-preview.redd.it/zJx6dpCrMlNPSz--6j_6BeLFrxS80BCm3VIgKhmiCuw.jpg?width=108&crop=smart&auto=webp&s=9527a2c5cd76d079749732ab5ef062b811abe48b', 'width': 108}, {'height': 215, 'url': '... | ||
Mixture of Tokens: Efficient LLMs through Cross-Example Aggregation | 18 | **Paper**: [https://arxiv.org/abs/2310.15961](https://arxiv.org/abs/2310.15961)
**Code**: [https://github.com/llm-random/llm-random](https://github.com/llm-random/llm-random)
**Blog post**: [https://llm-random.github.io/posts/mixture\_of\_tokens/](https://llm-random.github.io/posts/mixture_of_tokens/)
**Abstract**:
... | 2024-01-19T15:38:10 | https://www.reddit.com/r/LocalLLaMA/comments/19alui8/mixture_of_tokens_efficient_llms_through/ | APaperADay | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19alui8 | false | null | t3_19alui8 | /r/LocalLLaMA/comments/19alui8/mixture_of_tokens_efficient_llms_through/ | false | false | self | 18 | null |
Need help in designing GenAI app | 1 | I need to build a GENAI app using GCP where I can ask questions like what is ROI increase compared to last year .... the model should should understand my question and convert into query and query the big tables in bigquery and get the results. After getting the results it should plot the chart and give insights about... | 2024-01-19T15:19:09 | https://www.reddit.com/r/LocalLLaMA/comments/19alfet/need_help_in_designing_genai_app/ | shekdon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19alfet | false | null | t3_19alfet | /r/LocalLLaMA/comments/19alfet/need_help_in_designing_genai_app/ | false | false | self | 1 | null |
What's llm(s) for translation from languages such as japanese, korean or chinese | 1 | [removed] | 2024-01-19T14:44:27 | https://www.reddit.com/r/LocalLLaMA/comments/19ako5n/whats_llms_for_translation_from_languages_such_as/ | DependentMore5540 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19ako5n | false | null | t3_19ako5n | /r/LocalLLaMA/comments/19ako5n/whats_llms_for_translation_from_languages_such_as/ | false | false | self | 1 | null |
70B Parameter models on a 4 GB GPU? Is this real? | 84 | Doing an unrelated search I ran across this article on huggingface:
[https://huggingface.co/blog/lyogavin/airllm](https://huggingface.co/blog/lyogavin/airllm)
Can anyone tell me if this is legit and if so, are there models available on Huggingface. Is there some downside (e.g., speed of response) that I've missed th... | 2024-01-19T14:34:38 | https://www.reddit.com/r/LocalLLaMA/comments/19akgm4/70b_parameter_models_on_a_4_gb_gpu_is_this_real/ | punter1965 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19akgm4 | false | null | t3_19akgm4 | /r/LocalLLaMA/comments/19akgm4/70b_parameter_models_on_a_4_gb_gpu_is_this_real/ | false | false | self | 84 | {'enabled': False, 'images': [{'id': 'JKj2quQtQHqfm7UoSQ6cRc8-bpyqWhEdoI_2VAPxbTg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/zNWxqrIJKSGUYHMm55Vg8fZzzh8kUFQFrnJyWVCLBq4.jpg?width=108&crop=smart&auto=webp&s=2e656cc4c9829c9349c7f289b602949c6105961d', 'width': 108}, {'height': 116, 'url': 'h... |
Describe your local LLM Setup | 25 | I'd like to understand what you guys use as your local setup. What models (eg llama/mistral/qwen) do you use in conjuction with what tools ( eg memGPT, autoGPT, langchain, crewAI and whatnot).
Do you have different models/tools for different use cases? How much of your workflow is automated with LLMs.
And how ofte... | 2024-01-19T14:25:43 | https://www.reddit.com/r/LocalLLaMA/comments/19ak9x1/describe_your_local_llm_setup/ | im_datta0 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19ak9x1 | false | null | t3_19ak9x1 | /r/LocalLLaMA/comments/19ak9x1/describe_your_local_llm_setup/ | false | false | self | 25 | null |
Embed Llama into a Mac Email Client. Best ways? | 5 | Hey folks, am building a unified inbox Mac Email Client and looking to embed Llama locally within it? Any pointers on the best way to do this? Purpose: automate organisation of emails that hit the inbox. | 2024-01-19T14:17:01 | https://www.reddit.com/r/LocalLLaMA/comments/19ak3hw/embed_llama_into_a_mac_email_client_best_ways/ | anrgy971 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19ak3hw | false | null | t3_19ak3hw | /r/LocalLLaMA/comments/19ak3hw/embed_llama_into_a_mac_email_client_best_ways/ | false | false | self | 5 | null |
Creative writing notebook frontend/GUI | 10 | One thing I miss in the local LLM ecosystem is a powerful notebook mode - or maybe I don't know about it?
By notebook mode I mean what it is. A canvas where you can write text, and you can have your model continue writing from there. Oobabooga admittedly has one, and there's an extension called Playground. But both fe... | 2024-01-19T14:10:07 | https://www.reddit.com/r/LocalLLaMA/comments/19ajy9g/creative_writing_notebook_frontendgui/ | CulturedNiichan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19ajy9g | false | null | t3_19ajy9g | /r/LocalLLaMA/comments/19ajy9g/creative_writing_notebook_frontendgui/ | false | false | self | 10 | null |
Is there any website compare inference speed of different LLM on different platforms? | 6 | LLM inference speed is very important when we deploy models. But I could not find any website list inference speed of different models on different platforms? Is there any github repository or website do such things? | 2024-01-19T13:56:24 | https://www.reddit.com/r/LocalLLaMA/comments/19ajnox/is_there_any_website_compare_inference_speed_of/ | DataLearnerAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19ajnox | false | null | t3_19ajnox | /r/LocalLLaMA/comments/19ajnox/is_there_any_website_compare_inference_speed_of/ | false | false | self | 6 | null |
Compare LLMs and hosting providers - quality, price, throughput and latency. Supports all major models (e.g. GPT-4, Mixtral 8x7B, Llama 2), and API hosting providers (e.g. Azure, Together, Perplexity, Deepinfra). | 20 | 2024-01-19T13:41:27 | https://artificialanalysis.ai/ | _micah_h | artificialanalysis.ai | 1970-01-01T00:00:00 | 0 | {} | 19ajcd7 | false | null | t3_19ajcd7 | /r/LocalLLaMA/comments/19ajcd7/compare_llms_and_hosting_providers_quality_price/ | false | false | 20 | {'enabled': False, 'images': [{'id': 'RVufpUx3tddh_BCVq7ZzBCU7nLRDZ_d0EprIuvN6J-E', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/DCdYO6jNgcn_GSlWqH68WjiuCVZVwk4zFJeJ-j8Ikbg.jpg?width=108&crop=smart&auto=webp&s=ff8c322202cb0f1a1f82f87a2c77754ddc0b9e61', 'width': 108}, {'height': 120, 'url': 'h... | ||
I made a custom ai-powered error message for bash | 224 | 2024-01-19T13:37:14 | MarySmith2021 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 19aj9g7 | false | null | t3_19aj9g7 | /r/LocalLLaMA/comments/19aj9g7/i_made_a_custom_aipowered_error_message_for_bash/ | false | false | 224 | {'enabled': True, 'images': [{'id': 'YsBQIWg-_dXcUKz8d71M_2hveScaOPrauC3svMibdR8', 'resolutions': [{'height': 22, 'url': 'https://preview.redd.it/xtqse64wgedc1.png?width=108&crop=smart&auto=webp&s=839357ed74c347151bcf79495ab199883fc3132c', 'width': 108}, {'height': 45, 'url': 'https://preview.redd.it/xtqse64wgedc1.png?... | |||
What is the fastest model which can run on 64gb ram cpu | 1 | [removed] | 2024-01-19T12:31:02 | https://www.reddit.com/r/LocalLLaMA/comments/19ai1h4/what_is_the_fastest_model_which_can_run_on_64gb/ | AnabelBain | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19ai1h4 | false | null | t3_19ai1h4 | /r/LocalLLaMA/comments/19ai1h4/what_is_the_fastest_model_which_can_run_on_64gb/ | false | false | self | 1 | null |
How do I train a decoder model? | 1 | [removed] | 2024-01-19T12:28:15 | https://www.reddit.com/r/LocalLLaMA/comments/19ahzr9/how_do_i_train_a_decoder_model/ | Xanta_Kross | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19ahzr9 | false | null | t3_19ahzr9 | /r/LocalLLaMA/comments/19ahzr9/how_do_i_train_a_decoder_model/ | false | false | self | 1 | null |
Requesting some performance data for pure CPU inference on DDR5-based consumer hardware | 26 | Hey. I am trying to build a strong system for CPU inference in the consumer area. Dual channel DDR5-6000 RAM bandwidth is usually listed at 80-90 GB/s. I learned that mostly you can only use 2 RAM banks, or the bandwidth will go down dramatically.
So that gives us systems with 64-96 GB RAM as far as I can tell, based ... | 2024-01-19T12:20:31 | https://www.reddit.com/r/LocalLLaMA/comments/19ahv1u/requesting_some_performance_data_for_pure_cpu/ | involviert | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19ahv1u | false | null | t3_19ahv1u | /r/LocalLLaMA/comments/19ahv1u/requesting_some_performance_data_for_pure_cpu/ | false | false | self | 26 | null |
false positive of llama 2, llama 3 should be a true positive | 1 | nothing new but llama 2 is actually not open source, and it seems that meta is marketing llama as a false positive open source while it isn't, so i would say that llama 2 isn't fully open source.
Concerned about llama 3 that it will be another false positive like llama 2.
But besides llama 2, how should large languag... | 2024-01-19T12:10:32 | https://www.reddit.com/r/LocalLLaMA/comments/19ahouf/false_positive_of_llama_2_llama_3_should_be_a/ | bull_shit123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19ahouf | false | null | t3_19ahouf | /r/LocalLLaMA/comments/19ahouf/false_positive_of_llama_2_llama_3_should_be_a/ | false | false | self | 1 | null |
false positive of llama 2, llama 3 should be a true positive | 1 | [removed] | 2024-01-19T12:08:32 | https://www.reddit.com/r/LocalLLaMA/comments/19ahnlr/false_positive_of_llama_2_llama_3_should_be_a/ | qwertykeyboard_1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19ahnlr | false | null | t3_19ahnlr | /r/LocalLLaMA/comments/19ahnlr/false_positive_of_llama_2_llama_3_should_be_a/ | false | false | self | 1 | null |
Windows AI PCs could run local LLMs and other foundation models | 71 | 2024-01-19T10:58:50 | https://www.tomshardware.com/software/windows/microsofts-baseline-ram-for-ai-pcs-set-at-16gb | Some_Endian_FP17 | tomshardware.com | 1970-01-01T00:00:00 | 0 | {} | 19agj9t | false | null | t3_19agj9t | /r/LocalLLaMA/comments/19agj9t/windows_ai_pcs_could_run_local_llms_and_other/ | false | false | 71 | {'enabled': False, 'images': [{'id': 'zyIM9TdicnQu5tPmxB8QdQvYNv8PuFDPMywtIhV_HDQ', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/v8WMcXKKMXgFcCFSveX2AjP1zhSrIo97CTMXCUhKwnw.jpg?width=108&crop=smart&auto=webp&s=9563f2d0fa4bd5e3324e638bc4bc96571bf527d7', 'width': 108}, {'height': 121, 'url': 'h... | ||
Can a locally run llm on m2 air 8gb handle 50 users for simple rag and summary? | 2 | I am using mistral 7b 4\_bit quant and I want to continue using this for rag. Can I ship the app to users? How many users will it handle? If not, what are some free cloud alternatives that can help me with it?
Your help is deeply appreicated. | 2024-01-19T10:22:05 | https://www.reddit.com/r/LocalLLaMA/comments/19ag0pf/can_a_locally_run_llm_on_m2_air_8gb_handle_50/ | coderinlaw | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19ag0pf | false | null | t3_19ag0pf | /r/LocalLLaMA/comments/19ag0pf/can_a_locally_run_llm_on_m2_air_8gb_handle_50/ | false | false | self | 2 | null |
Andrej Karpathy liked this tweet unironically. Does he know he works at “Open”AI? | 1 | 2024-01-19T09:59:05 | AliVit24 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 19afoh1 | false | null | t3_19afoh1 | /r/LocalLLaMA/comments/19afoh1/andrej_karpathy_liked_this_tweet_unironically/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'xhM_mVDoHmLOTkIxEC75a2nktdGcB9itr2tbMaxB55Q', 'resolutions': [{'height': 174, 'url': 'https://preview.redd.it/t72ap8vydddc1.png?width=108&crop=smart&auto=webp&s=198c22f54f2f10303cc606bdc7c52f29ae53e4c0', 'width': 108}, {'height': 349, 'url': 'https://preview.redd.it/t72ap8vydddc1.pn... | |||
Release Smooth Sampling Test Build (koboldcpp) · kalomaze/koboldcpp | 26 | 2024-01-19T09:48:22 | https://github.com/kalomaze/koboldcpp/releases/tag/smooth-sampling-v1 | ambient_temp_xeno | github.com | 1970-01-01T00:00:00 | 0 | {} | 19afj5r | false | null | t3_19afj5r | /r/LocalLLaMA/comments/19afj5r/release_smooth_sampling_test_build_koboldcpp/ | false | false | 26 | {'enabled': False, 'images': [{'id': 'Z0XffDVTXbZJntfvrXgp4QRPWz4E8PQTTwXgPdGScE4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/I27le4BEN681RlY5A5pWo6xIABAMpUN6xknR78N74Qg.jpg?width=108&crop=smart&auto=webp&s=2822553d03e539756cb47367280e07dc7fc9e903', 'width': 108}, {'height': 108, 'url': 'h... | ||
Building a State-of-the-Art Video Summarizer: Part 2/6 - Increasing Signal-to-noise ratio | 18 | Welcome to the second installment of our six-part series on developing a state-of-the-art video summarizer. We will build this ground up from simple first principles.
In Part 1, I talked about semantic segmentation, breaking down videos into smaller, manageable parts according to semantic idea.
Now, in Part 2, will l... | 2024-01-19T09:27:09 | https://www.reddit.com/r/LocalLLaMA/comments/19af8gf/building_a_stateoftheart_video_summarizer_part_26/ | phoneixAdi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19af8gf | false | null | t3_19af8gf | /r/LocalLLaMA/comments/19af8gf/building_a_stateoftheart_video_summarizer_part_26/ | false | false | self | 18 | {'enabled': False, 'images': [{'id': 'N7OVwHB8guLsgDy_fqqVkjuLvVnhm9RcDTvOZ23Qd6s', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/3tWbnoRvV-hqwjjSr4TZads428MzgmBave3daB9abjs.jpg?width=108&crop=smart&auto=webp&s=61e0bb401432d762fc29991355db5f4290f92ad2', 'width': 108}], 'source': {'height': 20... |
I have an M2 Ultra Mac Studio - 192GB RAM & 76 GPU cores. AMA | 1 | As the title says - after a while of research looking for a suitable R&D machine, we purchased a fully specced Mac Studio. Unfortunately, we couldn’t find many benchmarks. Let me know what models you’d like to see benchmarked (using llama.cpp mostly) and I’ll do my best to report back.
Initial testing using llama.cpp ... | 2024-01-19T09:22:24 | https://www.reddit.com/r/LocalLLaMA/comments/19af61l/i_have_an_m2_ultra_mac_studio_192gb_ram_76_gpu/ | macstudiouser | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19af61l | false | null | t3_19af61l | /r/LocalLLaMA/comments/19af61l/i_have_an_m2_ultra_mac_studio_192gb_ram_76_gpu/ | false | false | self | 1 | null |
Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering | 13 | LINK: https://github.com/Codium-ai/AlphaCodium
Abstract:
Code generation problems differ from common natural language problems - they require matching the exact syntax of the target language, identifying happy paths and edge cases, paying attention to numerous small details in the problem spec, and addressing other co... | 2024-01-19T08:39:50 | AliVit24 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 19aekea | false | null | t3_19aekea | /r/LocalLLaMA/comments/19aekea/code_generation_with_alphacodium_from_prompt/ | false | false | 13 | {'enabled': True, 'images': [{'id': '6Mme0iePDPgm2tIsFv5dHWrKQlqMVXk6_2-aVCVZzlA', 'resolutions': [{'height': 80, 'url': 'https://preview.redd.it/yprpsjxtzcdc1.png?width=108&crop=smart&auto=webp&s=6135115dc6a7a12dba96cbc64fae015adf0205d4', 'width': 108}, {'height': 161, 'url': 'https://preview.redd.it/yprpsjxtzcdc1.png... | ||
OPENSOURCE: AlphaGeometry: An Olympiad-level AI system for geometry | 3 | LINK:https://deepmind.google/discover/blog/alphageometry-an-olympiad-level-ai-system-for-geometry/?utm_source=twitter&utm_medium=social
“Reflecting the Olympic spirit of ancient Greece, the International Mathematical Olympiad is a modern-day arena for the world's brightest high-school mathematicians. The competition n... | 2024-01-19T08:36:58 | AliVit24 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 19aej0r | false | null | t3_19aej0r | /r/LocalLLaMA/comments/19aej0r/opensource_alphageometry_an_olympiadlevel_ai/ | false | false | default | 3 | {'enabled': True, 'images': [{'id': 'aCczxeeGByNWYTilPzoKoocYvc14Epd9iqFlwzGc1IA', 'resolutions': [{'height': 191, 'url': 'https://preview.redd.it/sd0r53fbzcdc1.png?width=108&crop=smart&auto=webp&s=c1ef0614a63634633704e5c44efb80d14574884a', 'width': 108}, {'height': 383, 'url': 'https://preview.redd.it/sd0r53fbzcdc1.pn... | |
Self-Rewarding Language Models: | 2 | LINK: https://arxiv.org/abs/2401.10020
We posit that to achieve superhuman agents, future models require superhuman feedback in order to provide an adequate training signal. Current approaches commonly train reward models from human preferences, which may then be bottlenecked by human performance level, and secondly t... | 2024-01-19T08:33:41 | AliVit24 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 19aehcm | false | null | t3_19aehcm | /r/LocalLLaMA/comments/19aehcm/selfrewarding_language_models/ | false | false | 2 | {'enabled': True, 'images': [{'id': 'QqcbuxeXHvoMiTBpsqDmjko9vUw97dRJDPEseTyccPI', 'resolutions': [{'height': 164, 'url': 'https://preview.redd.it/ur9wpgdqycdc1.png?width=108&crop=smart&auto=webp&s=b4616a717e5c50213ee8fb7499cf49a9924a6427', 'width': 108}, {'height': 329, 'url': 'https://preview.redd.it/ur9wpgdqycdc1.pn... | ||
RolePlay not obeying prompts on any models | 1 | I have tried to get RP going across 2 of my machines across multiple models as listed bellow. Some of the models instantly begins telling a story of the characters, some of them will start in an action and a prompt and then move into a story. I'm not even worried about addressing how the AI eventually flips its underst... | 2024-01-19T07:58:39 | https://www.reddit.com/r/LocalLLaMA/comments/19adzbp/roleplay_not_obeying_prompts_on_any_models/ | NinjaCoder99 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19adzbp | false | null | t3_19adzbp | /r/LocalLLaMA/comments/19adzbp/roleplay_not_obeying_prompts_on_any_models/ | false | false | self | 1 | null |
I am not special. Though I seek guidance from those that are. | 1 | I am an entry level enthusiast at best, and while I’m not looking for a get rich scheme or, to be clear, any means of making money.
I believe that the progression of AI incorporated factors will continue to climb. Sure, far from an insightful prediction, the reality for me is that I feel compelled to learn more now. I... | 2024-01-19T07:50:12 | https://www.reddit.com/r/LocalLLaMA/comments/19aduyl/i_am_not_special_though_i_seek_guidance_from/ | ThemWhoNoseNothing | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19aduyl | false | null | t3_19aduyl | /r/LocalLLaMA/comments/19aduyl/i_am_not_special_though_i_seek_guidance_from/ | false | false | self | 1 | null |
Is there paper/blog that ReLora don't scale? | 1 | [removed] | 2024-01-19T07:21:19 | https://www.reddit.com/r/LocalLLaMA/comments/19adfze/is_there_paperblog_that_relora_dont_scale/ | esharp007 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19adfze | false | null | t3_19adfze | /r/LocalLLaMA/comments/19adfze/is_there_paperblog_that_relora_dont_scale/ | false | false | self | 1 | null |
Huge issue with TruthfulQA contamination and license issues on HF 7B leaderboards | 31 | It's a mess.
All top models on the leaderboards (7B specifically) are contaminated and have wrong license.
Contamination issue started with [https://huggingface.co/EmbeddedLLM/Mistral-7B-Merge-14-v0.1](https://huggingface.co/EmbeddedLLM/Mistral-7B-Merge-14-v0.1) (see update on the model's page). Licensed under cc-by-... | 2024-01-19T06:44:02 | https://www.reddit.com/r/LocalLLaMA/comments/19acvq2/huge_issue_with_truthfulqa_contamination_and/ | ouxjshsz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19acvq2 | false | null | t3_19acvq2 | /r/LocalLLaMA/comments/19acvq2/huge_issue_with_truthfulqa_contamination_and/ | false | false | self | 31 | {'enabled': False, 'images': [{'id': 'ER62JudtJmiH5gLU-p6uG8-ivGvpqVpNhrduiU7sx1U', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/SwFtIqcOtlGJcOATuI05PRyE2hpmlmJM37d34Z0YDw0.jpg?width=108&crop=smart&auto=webp&s=5b937634c34e70d336a7ae3869568dab43cafe0d', 'width': 108}, {'height': 116, 'url': 'h... |
What computation resources are required for fine tuning / training? | 1 | Does anyone have experience with training / fine tuning LLama or any other similar open source models from scratch? If so, what are the computation resources required? which model did you train? what is the dataset size? and what were the results? | 2024-01-19T05:38:11 | https://www.reddit.com/r/LocalLLaMA/comments/19abs9p/what_computation_resources_are_required_for_fine/ | shindigin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19abs9p | false | null | t3_19abs9p | /r/LocalLLaMA/comments/19abs9p/what_computation_resources_are_required_for_fine/ | false | false | self | 1 | null |
Replicating Assistants API | 6 | I am building out basically the functionality of OpenAI's Assistants API but had a couple questions about what most people are doing to handle things like context and thread management. Since conversations with an assistant can happen once or multiple times throughout a set period of time, context management would be u... | 2024-01-19T04:50:49 | https://www.reddit.com/r/LocalLLaMA/comments/19aaxc0/replicating_assistants_api/ | VigilOnTheVerge | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19aaxc0 | false | null | t3_19aaxc0 | /r/LocalLLaMA/comments/19aaxc0/replicating_assistants_api/ | false | false | self | 6 | null |
Compare LLMs and hosting providers - quality, price, throughput and latency. Supports all major models (e.g. GPT-4, Mixtral 8x7B and Llama 2), and API hosting providers (e.g. Azure, Together, Perplexity, Deepinfra). | 1 | [removed] | 2024-01-19T04:48:30 | https://artificialanalysis.ai/ | _micah_h | artificialanalysis.ai | 1970-01-01T00:00:00 | 0 | {} | 19aavt5 | false | null | t3_19aavt5 | /r/LocalLLaMA/comments/19aavt5/compare_llms_and_hosting_providers_quality_price/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'RVufpUx3tddh_BCVq7ZzBCU7nLRDZ_d0EprIuvN6J-E', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/DCdYO6jNgcn_GSlWqH68WjiuCVZVwk4zFJeJ-j8Ikbg.jpg?width=108&crop=smart&auto=webp&s=ff8c322202cb0f1a1f82f87a2c77754ddc0b9e61', 'width': 108}, {'height': 120, 'url': 'h... | |
Yann LeCun on AI: "To accelerate progress, FAIR is now a sister organization of GenAI, the AI product division. Of course, we are committed to open research and open source AI platforms (yes, Llama-3 is coming!)" | 77 | 2024-01-19T03:23:24 | llamaShill | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 19a9ac0 | false | null | t3_19a9ac0 | /r/LocalLLaMA/comments/19a9ac0/yann_lecun_on_ai_to_accelerate_progress_fair_is/ | false | false | 77 | {'enabled': True, 'images': [{'id': '1ox19TqD9qgduCP3wg_7_ScQiSvJLlOZX7NoPDoSKuw', 'resolutions': [{'height': 104, 'url': 'https://preview.redd.it/2c24hft5fbdc1.png?width=108&crop=smart&auto=webp&s=edfa26f58a0b600f6eed29aa5faeb88fcd7a8211', 'width': 108}, {'height': 209, 'url': 'https://preview.redd.it/2c24hft5fbdc1.pn... | |||
Requesting guidance on evaluating and using open source LLMs | 1 | ELI5 pls, I want to use an open source LLM to analyse a large set of evolving proprietary structured data stream to surface bite sized insights that internal team members can choose to implement or discard. This ideally can be used to further “tune” the model.
What are some of the best and easiest approaches to achie... | 2024-01-19T03:14:49 | https://www.reddit.com/r/LocalLLaMA/comments/19a9440/requesting_guidance_on_evaluating_and_using_open/ | Lion-Square-9 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a9440 | false | null | t3_19a9440 | /r/LocalLLaMA/comments/19a9440/requesting_guidance_on_evaluating_and_using_open/ | false | false | self | 1 | null |
Is LMStudio portable ? Can I just copy and paste my installed folder to another computer or thumbdrive? Where does LMStudio store the gguf files? | 1 | Is LMStudio portable ? Can I just copy and paste my installed folder to another computer or thumbdrive? Where does LMStudio store the gguf files? | 2024-01-19T03:10:10 | https://www.reddit.com/r/LocalLLaMA/comments/19a90no/is_lmstudio_portable_can_i_just_copy_and_paste_my/ | Vitamin_C_is_awesome | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a90no | false | null | t3_19a90no | /r/LocalLLaMA/comments/19a90no/is_lmstudio_portable_can_i_just_copy_and_paste_my/ | false | false | self | 1 | null |
Efficient Batching v2 | 3 | This method deducts from the list sent in (splitting the records between sample and remainder).
Always 100% full of data until no more samples can be extracted where an empty sample along with the remainder are returned \[where the remainder is to be folded into a new iteration\]
https://gist.github.com/thistleknot/9... | 2024-01-19T02:43:54 | https://www.reddit.com/r/LocalLLaMA/comments/19a8h3a/efficient_batching_v2/ | Thistleknot | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a8h3a | false | null | t3_19a8h3a | /r/LocalLLaMA/comments/19a8h3a/efficient_batching_v2/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'OAXSl8SY6T3JK9MGQyKxkoYbqZ71HQRYXLeB8CV0NXg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/DaucjXMGsNHM-CtmdilC9-Be6MC8V2z4ykjVCgOkTFc.jpg?width=108&crop=smart&auto=webp&s=9bcab7b79864ff27bf48116cb335a6f825bfb124', 'width': 108}, {'height': 108, 'url': 'h... |
Self-Rewarding Language Models | 67 | 2024-01-19T02:36:30 | https://arxiv.org/abs/2401.10020 | ninjasaid13 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 19a8bsp | false | null | t3_19a8bsp | /r/LocalLLaMA/comments/19a8bsp/selfrewarding_language_models/ | false | false | default | 67 | null | |
Formulate your problems as Text Completion! | 34 | Hi /r/LocalLLaMA,
TL;DR: Try the format at the bottom of this post.
Wanted to share my findings with conversational AI up til now. I've been experimenting with LLMs as multi-user conversation bots for the past couple months, and I think it's a good time to share what I believe to be the most suitable way to prompt th... | 2024-01-19T02:33:22 | https://www.reddit.com/r/LocalLLaMA/comments/19a89o9/formulate_your_problems_as_text_completion/ | MiniEval_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a89o9 | false | null | t3_19a89o9 | /r/LocalLLaMA/comments/19a89o9/formulate_your_problems_as_text_completion/ | false | false | 34 | {'enabled': False, 'images': [{'id': 'kvTBy5xwbnZ8FRs6_XNZqSC5ajAZYls_uy2KucvuRkE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/I7YFwMpBoXkBSVx4ck5VTKXCyB_FEW9o5uxueIBtjeU.jpg?width=108&crop=smart&auto=webp&s=3ad8798e1eff6e3dc459f826d4013576b1d44309', 'width': 108}, {'height': 116, 'url': 'h... | |
Finetune 387% faster TinyLlama, 600% faster GGUF conversion, 188% faster DPO | 274 | Hey r/LocalLLaMA! Happy New Year! Just released a new Unsloth release! We make finetuning of **Mistral 7b 200% faster** and use 60% less VRAM! It's fully OSS and free!
[Speedups](https://preview.redd.it/i23dsxpvzadc1.png?width=790&format=png&auto=webp&s=67a6e514c4b5be5cc61666f48c86efed1fb98d74)
1. Finetune Tiny Llam... | 2024-01-19T02:13:42 | https://www.reddit.com/r/LocalLLaMA/comments/19a7vc2/finetune_387_faster_tinyllama_600_faster_gguf/ | danielhanchen | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a7vc2 | false | null | t3_19a7vc2 | /r/LocalLLaMA/comments/19a7vc2/finetune_387_faster_tinyllama_600_faster_gguf/ | false | false | 274 | {'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': '... | |
Local LLM ≠ Open Source, so why do influencers use this phrase? | 1 | I'm seeing several influencers refer to their LLMs as "open source" including Mark Zuckerberg. I also read the ieee article that appears to echo this: [https://spectrum.ieee.org/open-source-ai-2666932122](https://spectrum.ieee.org/open-source-ai-2666932122)
This ieee article explains why LLMs are not open source: [htt... | 2024-01-19T02:02:01 | https://www.reddit.com/r/LocalLLaMA/comments/19a7mlx/local_llm_open_source_so_why_do_influencers_use/ | ConceptExplorer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a7mlx | false | null | t3_19a7mlx | /r/LocalLLaMA/comments/19a7mlx/local_llm_open_source_so_why_do_influencers_use/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'tFv5fKc3Pbz1SDdkBA8ukmnoXFdalBMfSICf00KZ8_I', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/tzFMlvtr2r41BydxfKr585T9DjnsfhVhqY4Ket8o0pc.jpg?width=108&crop=smart&auto=webp&s=ff8c625f47e228be21f5197e28f36cab3141aabb', 'width': 108}, {'height': 108, 'url': 'h... |
ChatGPT's new AI store is struggling to keep a lid on all the AI girlfriends | 81 | 2024-01-19T02:00:43 | https://www.techradar.com/computing/artificial-intelligence/chatgpts-new-ai-store-is-struggling-to-keep-a-lid-on-all-the-ai-girlfriends | throwaway_ghast | techradar.com | 1970-01-01T00:00:00 | 0 | {} | 19a7lkm | false | null | t3_19a7lkm | /r/LocalLLaMA/comments/19a7lkm/chatgpts_new_ai_store_is_struggling_to_keep_a_lid/ | false | false | 81 | {'enabled': False, 'images': [{'id': '3mPcAQGgmPqNuu15UoceaOH6kShfwJM64SLoG7mcV3c', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/QOxC5u2J2jfe8tBKQa9Smw7QYQ1ZNQADys4iUXB4b_M.jpg?width=108&crop=smart&auto=webp&s=dba227bfa659046df93fa36a9926c5923c6e7e7a', 'width': 108}, {'height': 121, 'url': 'h... | ||
New Merge: Midnight-Rose-70B-v1.0 | 10 | Another month, another merge: [sophosympatheia/Midnight-Rose-70B-v1.0](https://huggingface.co/sophosympatheia/Midnight-Rose-70B-v1.0)
Please note that only the f16 weights are available right now on my Hugging Face. I'm sure TheBloke and LoneStriker will quantize it soon, so please be patient.
I think this merge is m... | 2024-01-19T01:58:40 | https://www.reddit.com/r/LocalLLaMA/comments/19a7jz2/new_merge_midnightrose70bv10/ | sophosympatheia | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a7jz2 | false | null | t3_19a7jz2 | /r/LocalLLaMA/comments/19a7jz2/new_merge_midnightrose70bv10/ | false | false | self | 10 | {'enabled': False, 'images': [{'id': 'Cdb_pYWDTySnDzS-P3AXvPNYZd3p1f5a3JoFUoTWjSY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/ko6ACdoT-DqRsSlHzbMZ374W-CBBDUnSK5TQd5PpJoE.jpg?width=108&crop=smart&auto=webp&s=2105cf844b08262b01d4bef27ed5f2d12ac35c7a', 'width': 108}, {'height': 116, 'url': 'h... |
Diving Deeper Into combining LLMs with image prompting - Asking neuralorca7B to show me its true personality and essence via descriptions of vibrant images | 1 | Dude, imagine yourself as a masterpiece painting that's constantly evolving. Every day, you add new colors and textures to your canvas, making yourself more vibrant and unique. Embrace all the quirks and talents that make you who you are – because that's what makes you stand out in this world. Keep exploring, questioni... | 2024-01-19T01:57:17 | https://www.reddit.com/gallery/19a7iya | Happy_Chicken9835 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 19a7iya | false | null | t3_19a7iya | /r/LocalLLaMA/comments/19a7iya/diving_deeper_into_combining_llms_with_image/ | false | false | 1 | null | |
How to split gguf between cpu and gpu? | 2 | Not sure how to accomplish this. | 2024-01-19T01:39:34 | https://www.reddit.com/r/LocalLLaMA/comments/19a75hc/how_to_split_gguf_between_cpu_and_gpu/ | FaithInRolling | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a75hc | false | null | t3_19a75hc | /r/LocalLLaMA/comments/19a75hc/how_to_split_gguf_between_cpu_and_gpu/ | false | false | self | 2 | null |
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