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Interested In Building Llama 2 Applications? | 7 | I recently deployed Llama 2 70B Chat on Azure and I’m wondering if anyone would be interested in developing applications using Llama 2 via API FREE OF CHARGE. I personally haven’t seen a ton of development utilizing Llama 2 (probably cuz it costs a fortune to run😭) but I’m interested to see what the community could co... | 2024-02-20T04:31:35 | https://www.reddit.com/r/LocalLLaMA/comments/1av8un9/interested_in_building_llama_2_applications/ | samkporter | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1av8un9 | false | null | t3_1av8un9 | /r/LocalLLaMA/comments/1av8un9/interested_in_building_llama_2_applications/ | false | false | self | 7 | null |
How to build a multimodal RAG FAQ app with pptx documents | 7 | I have a usecase to build a multimodal FAQ app, where the input data is pptx documents and the user can retreive the text and associated images based on the query.
Should I use multimodal embeddings like CLIP ? which vector database is suitable for this problem?
Can someone guide me ? | 2024-02-20T04:31:20 | https://www.reddit.com/r/LocalLLaMA/comments/1av8ug8/how_to_build_a_multimodal_rag_faq_app_with_pptx/ | violet_bloom_87 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1av8ug8 | false | null | t3_1av8ug8 | /r/LocalLLaMA/comments/1av8ug8/how_to_build_a_multimodal_rag_faq_app_with_pptx/ | false | false | self | 7 | null |
How to validate complex logic from the input text | 1 | Need help in problem solving approach for the below requirement.
Problem statement:
Currently working on a requirement which requires me to validate complex logic. I have guideline document which has the description of these complex logics and definitions. Validating these definitions require SME which are described... | 2024-02-20T04:24:36 | https://www.reddit.com/r/LocalLLaMA/comments/1av8q25/how_to_validate_complex_logic_from_the_input_text/ | InstructionHumble927 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1av8q25 | false | null | t3_1av8q25 | /r/LocalLLaMA/comments/1av8q25/how_to_validate_complex_logic_from_the_input_text/ | false | false | self | 1 | null |
2080 Ti upgraded to 22gb VRAM (if Nvidia won't do it, I guess the community will) | 1 | [removed] | 2024-02-20T04:07:48 | https://www.reddit.com/r/LocalLLaMA/comments/1av8ek4/2080_ti_upgraded_to_22gb_vram_if_nvidia_wont_do/ | wemsyn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1av8ek4 | false | null | t3_1av8ek4 | /r/LocalLLaMA/comments/1av8ek4/2080_ti_upgraded_to_22gb_vram_if_nvidia_wont_do/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'caOuV8qJiuSeDJP-hGBXBxsVFEF6vNT1Fe5dAI7Uq88', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/7ilnEoPcAWF4cLkxwMYoDZ3YZsSz9qYdXXdz2wAnfZE.jpg?width=108&crop=smart&auto=webp&s=54754c620ee7109096e7ddc634b930f00295f6fa', 'width': 108}, {'height': 120, 'url': 'h... |
Anybody find good uses of tinyllama? | 14 | Tinyllama was an interesting project that had some buzz earlier but it seems like that has completely died down. I tried both the base model and the chat version and understandably they have many issues but they do kind of work. For the size (1.1B) I think it is still pretty decent, although I haven't found or tried an... | 2024-02-20T03:50:29 | https://www.reddit.com/r/LocalLLaMA/comments/1av82wh/anybody_find_good_uses_of_tinyllama/ | gamesntech | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1av82wh | false | null | t3_1av82wh | /r/LocalLLaMA/comments/1av82wh/anybody_find_good_uses_of_tinyllama/ | false | false | self | 14 | null |
Thought: Langchain LLM | 4 | with how prolific the langchain library is getting; the documentation, examples, community workflows, etc
I noted two things I'd like to bring up.
1. The langchain extended documentation would make a great meta cognition dataset to finetune a smaller language model on.
2. a language model proficient in langchain devel... | 2024-02-20T03:49:40 | https://www.reddit.com/r/LocalLLaMA/comments/1av82a7/thought_langchain_llm/ | Sl33py_4est | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1av82a7 | false | null | t3_1av82a7 | /r/LocalLLaMA/comments/1av82a7/thought_langchain_llm/ | false | false | self | 4 | null |
Experiences with smaller models with RAG? | 11 | Hi all, I've been experimenting with some different models. I've used Vicuna 1.5 13B for a few months and it has worked really well. I tried using Mixtral recently (quantized) and it really struggled following instructions with RAG on QA tasks. I used the same prompt (with the right formatting) with Vicuna and the resu... | 2024-02-20T03:06:57 | https://www.reddit.com/r/LocalLLaMA/comments/1av779p/experiences_with_smaller_models_with_rag/ | brandonZappy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1av779p | false | null | t3_1av779p | /r/LocalLLaMA/comments/1av779p/experiences_with_smaller_models_with_rag/ | false | false | self | 11 | null |
Thoughts on calling "AI Safety" as "Human Safety" instead | 1 | Machines have trouble with common sense reasoning. If a Tesla autopilot was ever controlled by an LLM (don't ask me why) I would call it "Passenger safety" and "pedestrian safety" instead of "automobile safety", not leaving the interpretation to chance.
Thoughts? | 2024-02-20T03:00:52 | distant_gradient | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1av72lc | false | null | t3_1av72lc | /r/LocalLLaMA/comments/1av72lc/thoughts_on_calling_ai_safety_as_human_safety/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'WwwjKt3bsop_BY5U53MckyYb452NoRCZiVwfl6AsS0Q', 'resolutions': [{'height': 43, 'url': 'https://preview.redd.it/3cwhxawionjc1.png?width=108&crop=smart&auto=webp&s=453c8b18d3a384f1c804033f322f08cc8694f1f2', 'width': 108}, {'height': 86, 'url': 'https://preview.redd.it/3cwhxawionjc1.png?... | ||
LM Studio, models, and use | 1 | [removed] | 2024-02-20T02:39:19 | https://www.reddit.com/r/LocalLLaMA/comments/1av6m35/lm_studio_models_and_use/ | Ethan_Boylinski | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1av6m35 | false | null | t3_1av6m35 | /r/LocalLLaMA/comments/1av6m35/lm_studio_models_and_use/ | false | false | self | 1 | null |
How do people/companies run very large models? | 43 | One A100 GPU only has 80GB of VRAM. It’s not enough to fit some of the largest models like Goliath without quantisation.
ChatGPT or Claude is probably larger. I assume those companies don’t run a quantised version? But at the alleged size of ChatGPT, I doubt even a quantised version can fit into an A100.
Is there a w... | 2024-02-20T00:34:23 | https://www.reddit.com/r/LocalLLaMA/comments/1av3vn2/how_do_peoplecompanies_run_very_large_models/ | Tasty-Lobster-8915 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1av3vn2 | false | null | t3_1av3vn2 | /r/LocalLLaMA/comments/1av3vn2/how_do_peoplecompanies_run_very_large_models/ | false | false | self | 43 | null |
Shoutout to LoneStriker, ExLlamaV2 quantization machine! | 125 | Every single time I've needed a exl2 quant he's had it. Everybody knows The Bloke does great work, and he (rightfully) gets a lot of support on p*treon. But LoneStriker doesn't even have a donation link on [his page](https://huggingface.co/LoneStriker). He ought to make a Ko-fi or something at least. | 2024-02-20T00:31:11 | https://www.reddit.com/r/LocalLLaMA/comments/1av3t29/shoutout_to_lonestriker_exllamav2_quantization/ | Excessive_Etcetra | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1av3t29 | false | null | t3_1av3t29 | /r/LocalLLaMA/comments/1av3t29/shoutout_to_lonestriker_exllamav2_quantization/ | false | false | self | 125 | {'enabled': False, 'images': [{'id': '_O-UkXImhXuxIxJTdt0ooJh3helGPbwylMFNmF3N2WA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/oPGAvGo7w9-65LQpOFcFgc8gM6D5lEQfPUiiMiK_NLE.jpg?width=108&crop=smart&auto=webp&s=57d2bf31abdb5f88a5003a153f204f9d817cdf68', 'width': 108}, {'height': 116, 'url': 'h... |
Ollama - split model b/w CPU and GPU | 3 | Hey all,
I am just starting out with Local LLMs and have tried a lot of smaller models <13B and my 3080 can handle them pretty well. I tried to play with bigger ones but looks like it goes into my CPU as it's bigger than the 10Gigs 3080. Is there a way to split the model b/w CPU and GPU so my inference is a bit fa... | 2024-02-19T23:54:40 | https://www.reddit.com/r/LocalLLaMA/comments/1av2y53/ollama_split_model_bw_cpu_and_gpu/ | Crafty-Celery-2466 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1av2y53 | false | null | t3_1av2y53 | /r/LocalLLaMA/comments/1av2y53/ollama_split_model_bw_cpu_and_gpu/ | false | false | self | 3 | null |
Any open router alternatives? | 2 | Are there any APIs that already host LLMs like open router that I can just make a request to and change models? | 2024-02-19T23:51:12 | https://www.reddit.com/r/LocalLLaMA/comments/1av2v3o/any_open_router_alternatives/ | Desney | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1av2v3o | false | null | t3_1av2v3o | /r/LocalLLaMA/comments/1av2v3o/any_open_router_alternatives/ | false | false | self | 2 | null |
Can you configure LLMs to use Tensor Cores? | 1 | [removed] | 2024-02-19T23:46:03 | https://www.reddit.com/r/LocalLLaMA/comments/1av2ql8/can_you_configure_llms_to_use_tensor_cores/ | yungfishstick | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1av2ql8 | false | null | t3_1av2ql8 | /r/LocalLLaMA/comments/1av2ql8/can_you_configure_llms_to_use_tensor_cores/ | false | false | self | 1 | null |
The GroqCard, $20k | 114 | [https://twitter.com/mascobot/status/1759709223276228825](https://twitter.com/mascobot/status/1759709223276228825)
Let the inference war begins.
​
https://preview.redd.it/zk4zjt92kmjc1.png?width=1502&format=png&auto=webp&s=44933f39590b60156b23a69f8e4d35d3e8fb83cc | 2024-02-19T23:14:53 | https://www.reddit.com/r/LocalLLaMA/comments/1av1yqi/the_groqcard_20k/ | lukaemon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1av1yqi | false | {'oembed': {'author_name': 'Marco Mascorro', 'author_url': 'https://twitter.com/Mascobot', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">The GroqCard, PCIe4.0 x16, Dual slot, for $20,625 (Mouser) <a href="https://t.co/Sm0gqW4O0T">pic.twitter.com/Sm0gqW4O0T</a... | t3_1av1yqi | /r/LocalLLaMA/comments/1av1yqi/the_groqcard_20k/ | false | false | 114 | {'enabled': False, 'images': [{'id': 'Xp9cWde_76IVOEQbOUkb5C0RcTcsTcXnvdShRTy2Ct4', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/m5bCjzUfegUOYWQ2C84NRisjAmgOFMWMPIfQSVkfMNY.jpg?width=108&crop=smart&auto=webp&s=60db52157fc0051e3f4e5af9bc37562882ed1093', 'width': 108}], 'source': {'height': 78,... | |
Best Model | 7 | Considering how polluted and horrifying the Openllm leaderboard is at the moment. If a new completely unseen benchmark was released and everything was collectively evaluated. What do you think would think would be the best overall (on a mmlu sort of dataset.) and in science on like an ARC sort of dataset. | 2024-02-19T22:14:38 | https://www.reddit.com/r/LocalLLaMA/comments/1av0fvn/best_model/ | Figai | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1av0fvn | false | null | t3_1av0fvn | /r/LocalLLaMA/comments/1av0fvn/best_model/ | false | false | self | 7 | null |
Any local models for generating 32x32 or less pixel art sprites from text? | 1 | Title. I’d expect them to be smaller models than normal right? | 2024-02-19T22:01:27 | https://www.reddit.com/r/LocalLLaMA/comments/1av03cc/any_local_models_for_generating_32x32_or_less/ | Intelligent_Rough_21 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1av03cc | false | null | t3_1av03cc | /r/LocalLLaMA/comments/1av03cc/any_local_models_for_generating_32x32_or_less/ | false | false | self | 1 | null |
Seeking Guidance for axolotl config: Fine-Tuning Setup for E-Commerce Mistral | 2 | Greetings, I am quite new to model fine-tuning and I am attempting to fine-tune a model on a custom e-commerce dataset. The dataset contains approximately 140k samples in Alpaca format. I am using the following configuration settings for fine-tuning the 7B Mistral model using axolotl. Would someone kindly review the co... | 2024-02-19T21:45:16 | https://www.reddit.com/r/LocalLLaMA/comments/1auzo77/seeking_guidance_for_axolotl_config_finetuning/ | Monk_programmer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auzo77 | false | null | t3_1auzo77 | /r/LocalLLaMA/comments/1auzo77/seeking_guidance_for_axolotl_config_finetuning/ | false | false | self | 2 | null |
P40 cooling options | 3 | I'm about to have one of these. For those who have used P40s in a desktop, I am wanting to get some input about cooling them. I know the norm is the 3d printed vent with the blower style fan and I can do that if needed but this is going to be near me all day and those tend to be loud. I have also seen people mention gt... | 2024-02-19T21:41:28 | https://www.reddit.com/r/LocalLLaMA/comments/1auzkuv/p40_cooling_options/ | FearFactory2904 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auzkuv | false | null | t3_1auzkuv | /r/LocalLLaMA/comments/1auzkuv/p40_cooling_options/ | false | false | self | 3 | null |
Hardware questions for 13b inference | 1 | Hey all,
I very quickly wanna emphasize that I’m not a hardware guy, so I apologize if my questions come across as ignorant and greatly appreciate any responses.
I’m wanting some hardware to run 13b parameter Llama-2 inference. I was thinking of running dual 3090’s, potentially using NVLink and essentially buying al... | 2024-02-19T21:24:35 | https://www.reddit.com/r/LocalLLaMA/comments/1auz5gd/hardware_questions_for_13b_inference/ | DoctaGrace | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auz5gd | false | null | t3_1auz5gd | /r/LocalLLaMA/comments/1auz5gd/hardware_questions_for_13b_inference/ | false | false | self | 1 | null |
Wake up babe, new ‘Transformer replacer’ dropped: Linear Transformers with Learnable Kernel Functions are Better In-Context Models | 306 | https://arxiv.org/abs/2402.10644
Advancing the frontier of subquadratic architectures for Language Models (LMs) is crucial in the rapidly evolving field of natural language processing. Current innovations, including State Space Models, were initially celebrated for surpassing Transformer performance on language modeli... | 2024-02-19T21:22:21 | Study2ndyear | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1auz3ec | false | null | t3_1auz3ec | /r/LocalLLaMA/comments/1auz3ec/wake_up_babe_new_transformer_replacer_dropped/ | false | false | 306 | {'enabled': True, 'images': [{'id': 'mppWTYb5LY6CUQ2BPzRii0iX78nJTRcMM6zyZutbpco', 'resolutions': [{'height': 191, 'url': 'https://preview.redd.it/5imbnwq40mjc1.png?width=108&crop=smart&auto=webp&s=9ff4845b9feb24cbfa66f3e3484761425eacb434', 'width': 108}, {'height': 383, 'url': 'https://preview.redd.it/5imbnwq40mjc1.pn... | ||
Long Mamba | 17 | In case any one missed it, there is some interesting stuff going on in the further investigations of actually using the potentially longer context of Mamba:
[https://github.com/jzhang38/LongMamba/tree/main](https://github.com/jzhang38/LongMamba/tree/main)
Not associated with the repo but following it very closely. It... | 2024-02-19T21:03:12 | https://www.reddit.com/r/LocalLLaMA/comments/1auylfl/long_mamba/ | Hoblywobblesworth | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auylfl | false | null | t3_1auylfl | /r/LocalLLaMA/comments/1auylfl/long_mamba/ | false | false | self | 17 | {'enabled': False, 'images': [{'id': 't1iBNTFhDTI4TUt5IrR1-se0e--oLgVrf_GN2N4J9cQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/fIyqIsYVxRm3x-VqMKeVLxvVOsMoGzo6OtKofw6vOJA.jpg?width=108&crop=smart&auto=webp&s=5df3808b8d2c2e6da6d8ea3cc0b1b96d91f504d4', 'width': 108}, {'height': 108, 'url': 'h... |
Llama function calling | 10 | Honestly, which open source model is best at function calling right now, in your guy’s opinion (In a very similar way to GPT-4). I know that GPT-4 is currently the most capable.
But you know.. GPT-4 isn’t open source… | 2024-02-19T21:02:46 | https://www.reddit.com/r/LocalLLaMA/comments/1auyl0p/llama_function_calling/ | holistic-engine | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auyl0p | false | null | t3_1auyl0p | /r/LocalLLaMA/comments/1auyl0p/llama_function_calling/ | false | false | self | 10 | {'enabled': False, 'images': [{'id': 'rugXFDChfOQjRP-YvbVi7XZKGzS54BOvhfQPZy2psos', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/VQspz-lIH0itG5JW5LJ1r61FTNbAvRayKySnOPmcYkA.jpg?width=108&crop=smart&auto=webp&s=222ae209d4e0e0beee2a23ded467dbdb6c469d85', 'width': 108}, {'height': 116, 'url': 'h... |
Local meet ups? #Seattle | 1 | Wondering if there are any local meet ups for hobbyists to share ideas and tips? I checked LinkedIn and Meetup but only found the equivalent of a Tupperware / Mary Key seminar. Hope to find something more organic. | 2024-02-19T21:01:49 | https://www.reddit.com/r/LocalLLaMA/comments/1auyk2y/local_meet_ups_seattle/ | CBHawk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auyk2y | false | null | t3_1auyk2y | /r/LocalLLaMA/comments/1auyk2y/local_meet_ups_seattle/ | false | false | self | 1 | null |
PC build for LLM | 2 |
Hello, I want to build a PC with a 4090 and a i9 12900KF. The i9 is a request from my thesis supervisor, while the videoboard is the best one for deep learning. I have build the following pc and would like help regarding the components. Is it necessary to add more components or change some of them?
PCPartPicker Par... | 2024-02-19T20:51:59 | https://www.reddit.com/r/LocalLLaMA/comments/1auyau7/pc_build_for_llm/ | AmbitiousSir1526 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auyau7 | false | null | t3_1auyau7 | /r/LocalLLaMA/comments/1auyau7/pc_build_for_llm/ | false | false | default | 2 | null |
Made this table to compare Humans vs Transformers in ‘General, Domain and task level’ intelligence. Also explained two type of LLM memories: ‘Parametric and In-context’ to emphasize the advantage of Longer contexts. Please Let me know your thoughts! | 11 | 2024-02-19T20:49:47 | Study2ndyear | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1auy8r3 | false | null | t3_1auy8r3 | /r/LocalLLaMA/comments/1auy8r3/made_this_table_to_compare_humans_vs_transformers/ | false | false | 11 | {'enabled': True, 'images': [{'id': '6cAU4YBoimdOCo5r6R8nr1Jzmol_HGhMQu_p6LwcDa4', 'resolutions': [{'height': 61, 'url': 'https://preview.redd.it/ohap2ilbuljc1.png?width=108&crop=smart&auto=webp&s=54c33dcfb4b57a565276aa68c24a5bd8d865d23e', 'width': 108}, {'height': 123, 'url': 'https://preview.redd.it/ohap2ilbuljc1.png... | |||
Groq is lightning fast! | 78 | Groq just launched in alpha preview their inference engine that uses their custom Language Processing Unit (LPU) chip architecture. They’re serving Llama 2 and Mixtral 8x7B and I got over 400 tokens / second (it can serve over 500 t/s)!!
Try it out: https://groq.com/ | 2024-02-19T20:25:39 | International_Quail8 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1auxm3q | false | null | t3_1auxm3q | /r/LocalLLaMA/comments/1auxm3q/groq_is_lightning_fast/ | false | false | 78 | {'enabled': True, 'images': [{'id': '4opofDveOEToWM3DOzKb2UF048QiZMH4qihzqz0rrMw', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/9ndorxq0qljc1.jpeg?width=108&crop=smart&auto=webp&s=d32b773babab55a398b9fd6dad04cedbea2c56cb', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/9ndorxq0qljc1.j... | ||
Cooling advice | 1 | I have a build with RTX 3090 at the bottom and A4000 at the top. The A4000 approaches overheating after several minutes of both GPUs at 100% load, due to the heat from 3090. My thought is to upgrade front fans from the current 850 rpm to the 1500 rpm fans as the key seems to be more cool air delivery between GPUs. Any ... | 2024-02-19T20:18:00 | Kraken1010 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1auxez5 | false | null | t3_1auxez5 | /r/LocalLLaMA/comments/1auxez5/cooling_advice/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'k9aJp1XSbZpw2Z1zISSfrUVvLbfpccdYs3CkGn8jCRA', 'resolutions': [{'height': 78, 'url': 'https://preview.redd.it/h5oyd66noljc1.jpeg?width=108&crop=smart&auto=webp&s=5d0db4ee0b4f75db05888c1e37587626e9543648', 'width': 108}, {'height': 157, 'url': 'https://preview.redd.it/h5oyd66noljc1.jp... | ||
How Do We Evaluate/Test Open Source Models for Cyber-Safety? | 1 | Is there a best practice or known approach for evaluating how safe an LLM is from a cyber-security perspective? Let's say I want to extract structure from confidential data (like contracts). I set up a system to bounce contract sections off a local version of Mistral-7b to extract contract dates, contract values, etc... | 2024-02-19T20:09:33 | https://www.reddit.com/r/LocalLLaMA/comments/1aux6u9/how_do_we_evaluatetest_open_source_models_for/ | Mbando | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aux6u9 | false | null | t3_1aux6u9 | /r/LocalLLaMA/comments/1aux6u9/how_do_we_evaluatetest_open_source_models_for/ | false | false | self | 1 | null |
"The Talking Cube" 4x3090 local AI server | 264 | Supermicro H12SSL-i
AMD EPYC 7262
256GB RAM
4xEVGA RTX 3090 FTW3 ULTRA
Completely DIY / custom mounting solution for the 3 gpus on top - the bracket in the last pic was heavily customized to mount them at the front, then the back end of the GPUs are resting on a strip of neoprene rubber which is on the fan mounting bar... | 2024-02-19T20:04:49 | https://www.reddit.com/gallery/1aux2es | aidantheman18 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1aux2es | false | null | t3_1aux2es | /r/LocalLLaMA/comments/1aux2es/the_talking_cube_4x3090_local_ai_server/ | false | false | 264 | null | |
Custom RAG implementation vs using a Rag-as-a-service offering? | 2 | When does it make sense to custom-build a RAG system vs. use a pre-existing solution, like Vectara, Nuclia, or OpenAI's file-retrieval?
If you're building a system for a specific use case, can an individual developer get significantly better performance than current off-the-shelf offerings?
I think the logical steps... | 2024-02-19T18:58:04 | https://www.reddit.com/r/LocalLLaMA/comments/1auvbqj/custom_rag_implementation_vs_using_a/ | CheeseCurdHikes | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auvbqj | false | null | t3_1auvbqj | /r/LocalLLaMA/comments/1auvbqj/custom_rag_implementation_vs_using_a/ | false | false | self | 2 | null |
GPU Virtualization for local LLMs (Linux OS - qemu - KVM) | 6 | Hi everyone, I'm running my llms inside virtual machines, using Linux KVM - qemu, this to avoid to make a mess inside the host OS and keep it clean. The annoying thing is not using my nvidia card with the LLM. I've tried the GPU pass-through, but I need to use it in the host, so I cannot dedicate it to the guest OS. I ... | 2024-02-19T18:55:56 | https://www.reddit.com/r/LocalLLaMA/comments/1auv9v5/gpu_virtualization_for_local_llms_linux_os_qemu/ | r3dsc4n | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auv9v5 | false | null | t3_1auv9v5 | /r/LocalLLaMA/comments/1auv9v5/gpu_virtualization_for_local_llms_linux_os_qemu/ | false | false | self | 6 | null |
Agent that uses a vector store retriever and a websearch retriever ( tavily or google search ) as tools for RAG with langchain and local models. | 1 | Hello everyone , i'm currently stuck on making an agent that uses two different retrievers as tools through create\_retriever\_tool and initialize\_agent. However , im either getting stuck in a loop , getting wrong results or just exceeding context limit.
Im wondering if there is someone has done something like this w... | 2024-02-19T18:26:58 | https://www.reddit.com/r/LocalLLaMA/comments/1auuita/agent_that_uses_a_vector_store_retriever_and_a/ | naffra | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auuita | false | null | t3_1auuita | /r/LocalLLaMA/comments/1auuita/agent_that_uses_a_vector_store_retriever_and_a/ | false | false | self | 1 | null |
Fastest 7GB Model? | 5 | New to this game, but I can't seem to find the answer to this question: what is currently the fastest LLM in terms of output speed all else being equal (including 7GB)?
I'm working on a simulation game including NPCs whose behaviors (not just dialogue) require frequent LLM text generation in JSON format.
I assume I'... | 2024-02-19T18:22:49 | https://www.reddit.com/r/LocalLLaMA/comments/1auuf0n/fastest_7gb_model/ | MarsCityVR | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auuf0n | false | null | t3_1auuf0n | /r/LocalLLaMA/comments/1auuf0n/fastest_7gb_model/ | false | false | self | 5 | null |
Fine tuning an LLM to process references / citations | 1 | [removed] | 2024-02-19T18:14:54 | https://www.reddit.com/r/LocalLLaMA/comments/1auu7km/fine_tuning_an_llm_to_process_references_citations/ | MugosMM | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auu7km | false | null | t3_1auu7km | /r/LocalLLaMA/comments/1auu7km/fine_tuning_an_llm_to_process_references_citations/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'TZEYNXbHN9OxJW3KCL4F1b-5isdus9ruGqc3pRIj3qg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/jPPLZuZv_DJaTL_h10eQRKqLOy93HgLmFobRcLwrkGs.jpg?width=108&crop=smart&auto=webp&s=802bfe475878b53049dee9b41cbe169d9cf79dd9', 'width': 108}, {'height': 108, 'url': 'h... |
Is anybody using llama.cpp in production? | 21 | llama.cpp is great
wondering if anybody knows of anybody that is using it in their apps? | 2024-02-19T18:11:55 | https://www.reddit.com/r/LocalLLaMA/comments/1auu4pd/is_anybody_using_llamacpp_in_production/ | lednakashim | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auu4pd | false | null | t3_1auu4pd | /r/LocalLLaMA/comments/1auu4pd/is_anybody_using_llamacpp_in_production/ | false | false | self | 21 | null |
GPT-4, GPT-3.5 & Mistral Medium speed and quality relative to Groq | 1 | 2024-02-19T18:08:26 | https://twitter.com/ArtificialAnlys/status/1759640426586513605 | speakerknock | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 1auu1cx | false | {'oembed': {'author_name': 'ArtificialAnalysis.ai', 'author_url': 'https://twitter.com/ArtificialAnlys', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">GPT-4, GPT-3.5 & Mistral Medium speed and quality relative to <a href="https://twitter.com/GroqInc?ref_s... | t3_1auu1cx | /r/LocalLLaMA/comments/1auu1cx/gpt4_gpt35_mistral_medium_speed_and_quality/ | false | false | 1 | {'enabled': False, 'images': [{'id': '-Cxlw99EhN1IJhqK4zj4NanN_WVmh_LrojmIBJJFytM', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/dVgKinZVDP6edc-u7_kv4Blm1dK4L2dQYcin6_lEnpc.jpg?width=108&crop=smart&auto=webp&s=140221d861268320a44d135a5bcf42fb4e47b605', 'width': 108}], 'source': {'height': 94,... | ||
[D] Recommendations on what model to use to extract key concepts? | 4 |
Assume the following scenario, you have input text that tells you key information about some object. You want to feed this to an LLM and then prompt it to give you back information of interest to you.
What models would you use and why would also really appreciate if any associated GitHub examples could be provided. | 2024-02-19T18:03:40 | https://www.reddit.com/r/LocalLLaMA/comments/1autwxs/d_recommendations_on_what_model_to_use_to_extract/ | Greedy-Key4958 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1autwxs | false | null | t3_1autwxs | /r/LocalLLaMA/comments/1autwxs/d_recommendations_on_what_model_to_use_to_extract/ | false | false | self | 4 | null |
Including CUDA Kernels to HQQ | 18 | We have included CUDA dequantization kernels to HQQ ( [https://www.reddit.com/r/MachineLearning/comments/18cvse5/r\_halfquadratic\_quantization\_of\_large\_machine/](https://www.reddit.com/r/MachineLearning/comments/18cvse5/r_halfquadratic_quantization_of_large_machine/) ) and is available at [https://github.com/mobius... | 2024-02-19T17:59:16 | https://www.reddit.com/r/LocalLLaMA/comments/1autsgs/including_cuda_kernels_to_hqq/ | sightio | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1autsgs | false | null | t3_1autsgs | /r/LocalLLaMA/comments/1autsgs/including_cuda_kernels_to_hqq/ | false | false | self | 18 | {'enabled': False, 'images': [{'id': 'bSAAmrCH04i8Q23qi5I1_7XxV9sXxavYChFexzXZG74', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Wz_nfKR276IVjzosXJ0sVnvMERS0HIFqZWFrQh0rdGU.jpg?width=108&crop=smart&auto=webp&s=95b6e3929d92b18e8f1d448b07d4977c44ca7b52', 'width': 108}, {'height': 108, 'url': 'h... |
Will we see consumer grade AI accelerator cards 2024? | 48 | GPU:s are general purpose in a way and [groq.com](https://groq.com) has showed enormous speed gains on dedicated hardware optimized for LLM:s. Will we see consumer grade LLM accelerator pcie cards 2024? Im considering buying a Mac Studio with 128Gb ram for local LLM but it costs a lot and I imagine that dedicated hardw... | 2024-02-19T17:58:14 | https://www.reddit.com/r/LocalLLaMA/comments/1autrib/will_we_see_consumer_grade_ai_accelerator_cards/ | pure_x01 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1autrib | false | null | t3_1autrib | /r/LocalLLaMA/comments/1autrib/will_we_see_consumer_grade_ai_accelerator_cards/ | false | false | self | 48 | null |
Are there any small local LLMs that can run on personal machine? | 1 | I know they've huge compute requirements, but just curious if anything new came in market, that can be run locally, on personal machine, having computer around 32 GB, 8 GB GPU ?
Just need it for single user/application business usecase, no need to scale to multiple user. But yes, needs quick solution. And if there ex... | 2024-02-19T17:56:35 | https://www.reddit.com/r/LocalLLaMA/comments/1autq14/are_there_any_small_local_llms_that_can_run_on/ | brainboner101 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1autq14 | false | null | t3_1autq14 | /r/LocalLLaMA/comments/1autq14/are_there_any_small_local_llms_that_can_run_on/ | false | false | self | 1 | null |
Call for input: Dataset prep solution | 4 | For some of my recent fine-tuning projects I had to invest a lot of time for the data preparation. Mostly because the initial dataset wasn't large enough and I needed to use synthetic data to get enough input/output pairs, but also because it turned out to be challenging to get a decent feeling of the dataset character... | 2024-02-19T17:04:07 | https://www.reddit.com/r/LocalLLaMA/comments/1ausd19/call_for_input_dataset_prep_solution/ | mccsch | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ausd19 | false | null | t3_1ausd19 | /r/LocalLLaMA/comments/1ausd19/call_for_input_dataset_prep_solution/ | false | false | self | 4 | null |
Porting my locally-run LLM C# app to Godot is going well | 14 | 2024-02-19T16:59:41 | https://v.redd.it/j2pkswb6pkjc1 | AbnormalMapStudio | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1aus8ew | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/j2pkswb6pkjc1/DASHPlaylist.mpd?a=1710953997%2CM2M1NmZjZmNhN2Y0M2Y5MGFlZDEwNDA3NmEzYWQ3NDkwY2Y3MTJjOTVlZmM2ODViNjBiMGQ0MWNiN2UyMDhjMg%3D%3D&v=1&f=sd', 'duration': 34, 'fallback_url': 'https://v.redd.it/j2pkswb6pkjc1/DASH_1080.mp4?source=fallback', 'h... | t3_1aus8ew | /r/LocalLLaMA/comments/1aus8ew/porting_my_locallyrun_llm_c_app_to_godot_is_going/ | false | false | 14 | {'enabled': False, 'images': [{'id': 'MTdpbjBkdjlwa2pjMadBiCqJK0oLz8gQxljFx8H51gTFZCKpRpM5rsKU56mG', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/MTdpbjBkdjlwa2pjMadBiCqJK0oLz8gQxljFx8H51gTFZCKpRpM5rsKU56mG.png?width=108&crop=smart&format=pjpg&auto=webp&s=21dd67d6a61c7b5047639e3493e4d716074ea... | ||
Hello! I've been working on a free standalone app to run Mistral and RAG locally sort of like a mini chat with RTX, I'd love to get some feedback and answer any questions! | 50 | 2024-02-19T16:54:39 | https://v.redd.it/hdccot7uikjc1 | galileo_1 | /r/LocalLLaMA/comments/1aus3vb/hello_ive_been_working_on_a_free_standalone_app/ | 1970-01-01T00:00:00 | 0 | {} | 1aus3vb | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/hdccot7uikjc1/DASHPlaylist.mpd?a=1711083286%2CNzJiMTYyY2MzMDUzMzYyNzQ2NGMwMmUxNjUyOTFlYmJkNmJkNTQ4ZjQ1NzE3YWIyNTI4YmU5YzVmMDRjYTY3Yw%3D%3D&v=1&f=sd', 'duration': 120, 'fallback_url': 'https://v.redd.it/hdccot7uikjc1/DASH_1080.mp4?source=fallback', '... | t3_1aus3vb | /r/LocalLLaMA/comments/1aus3vb/hello_ive_been_working_on_a_free_standalone_app/ | false | false | 50 | {'enabled': False, 'images': [{'id': 'NGF5eTJ6aGJva2pjMcqse-VyrHmg2qpoCw1bfd2DC0tUSGHFJXs6cf1wJjVQ', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/NGF5eTJ6aGJva2pjMcqse-VyrHmg2qpoCw1bfd2DC0tUSGHFJXs6cf1wJjVQ.png?width=108&crop=smart&format=pjpg&auto=webp&s=6cdf7b2aff68fdea31b040c0cf3ccbebb9f30... | ||
GPUdirect storage | 2 | Has anyone tried using gpuds to increase speed of training?
https://developer.nvidia.com/gpudirect-storage# | 2024-02-19T16:38:40 | https://www.reddit.com/r/LocalLLaMA/comments/1aurp7m/gpudirect_storage/ | wct203814 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aurp7m | false | null | t3_1aurp7m | /r/LocalLLaMA/comments/1aurp7m/gpudirect_storage/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'kzAXhn9-CI7mfBkKNWwt-0DnnL-SON5g9deRQ_fv2s8', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/5bfDzNofZZp0uosrHnnvJHdpKPDkRpryqLpSIaDaOKc.jpg?width=108&crop=smart&auto=webp&s=a0dd2a3e026a42ec5d044c183777487703bddb75', 'width': 108}, {'height': 113, 'url': 'h... |
Local Swedish / English LLM and Embedding model? | 4 | Hi all,
I am working on a project that predominantly focuses on swedish text.
I would like to find an embedding model and llm that would work but am having trouble.
For the embedding model I do not require long context, even 512 tokens would be enough.
For the LLM I have had decent results with mixtral8x7b, qw... | 2024-02-19T16:31:42 | https://www.reddit.com/r/LocalLLaMA/comments/1aurj06/local_swedish_english_llm_and_embedding_model/ | RMCPhoto | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aurj06 | false | null | t3_1aurj06 | /r/LocalLLaMA/comments/1aurj06/local_swedish_english_llm_and_embedding_model/ | false | false | self | 4 | null |
Is there anyway I can use the uncensored LLMs? | 1 | I hate the "Sorry I can't help you with that." Is there anyway I can use an uncensored LLM? Can't run it locally cause I have just 16GBs of Ram and my GPU is really old. | 2024-02-19T16:13:58 | https://www.reddit.com/r/LocalLLaMA/comments/1aur2sx/is_there_anyway_i_can_use_the_uncensored_llms/ | bhaiyu_ctp | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aur2sx | false | null | t3_1aur2sx | /r/LocalLLaMA/comments/1aur2sx/is_there_anyway_i_can_use_the_uncensored_llms/ | false | false | self | 1 | null |
I created a basic recaptcha solver using LLaVA | 1 | 2024-02-19T16:09:35 | https://v.redd.it/e1ekxct1gkjc1 | LeLeumon | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1auqyrq | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/e1ekxct1gkjc1/DASHPlaylist.mpd?a=1710950986%2CMGFlMGY4OGM1OGViZDY2NjcyODg3YjU0MjYzMTA3MDdjODUxMDMwOWI2NGFjYzgzY2MwZTg2NjI3ZjQwMTYwYg%3D%3D&v=1&f=sd', 'duration': 71, 'fallback_url': 'https://v.redd.it/e1ekxct1gkjc1/DASH_1080.mp4?source=fallback', 'h... | t3_1auqyrq | /r/LocalLLaMA/comments/1auqyrq/i_created_a_basic_recaptcha_solver_using_llava/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'cTl5MnZ0ZWFna2pjMQTdfOB3mUXz2Ys0Ud_0Vg7ZcqhPbRLw7iC9Sl2DeYGU', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/cTl5MnZ0ZWFna2pjMQTdfOB3mUXz2Ys0Ud_0Vg7ZcqhPbRLw7iC9Sl2DeYGU.png?width=108&crop=smart&format=pjpg&auto=webp&s=4a6e5aeafaa2d65febd9ed0f02a2ca3871c0... | ||
How do I RAG with local GGUF and txtai? | 1 | Any suggestions for guides show how to RAG with GGUF and txtai? | 2024-02-19T16:06:45 | https://www.reddit.com/r/LocalLLaMA/comments/1auqw5k/how_do_i_rag_with_local_gguf_and_txtai/ | yogibjorn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auqw5k | false | null | t3_1auqw5k | /r/LocalLLaMA/comments/1auqw5k/how_do_i_rag_with_local_gguf_and_txtai/ | false | false | self | 1 | null |
Which sampling algorithms are used? | 1 | I have two questions:
[Inside of sample method in llama.py](https://preview.redd.it/xf51evj6dkjc1.png?width=1416&format=png&auto=webp&s=bbc8d20626faed6b3921dc7e26f4262cadca8e37)
1) Which sampling algorithms are the default for the Llama class? When I debugged it, I realized that most of them are called in subsequentl... | 2024-02-19T15:53:02 | https://www.reddit.com/r/LocalLLaMA/comments/1auqjib/which_sampling_algorithms_are_used/ | sftekin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auqjib | false | null | t3_1auqjib | /r/LocalLLaMA/comments/1auqjib/which_sampling_algorithms_are_used/ | false | false | 1 | null | |
LLMs still bad is math | 1 | [removed] | 2024-02-19T15:40:15 | https://www.reddit.com/r/LocalLLaMA/comments/1auq879/llms_still_bad_is_math/ | celsowm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auq879 | false | null | t3_1auq879 | /r/LocalLLaMA/comments/1auq879/llms_still_bad_is_math/ | false | false | 1 | null | |
4070 Ti Super vs 3090 - For Quantized LLMs | 1 | 2024-02-19T15:39:15 | omercelebi00 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1auq795 | false | null | t3_1auq795 | /r/LocalLLaMA/comments/1auq795/4070_ti_super_vs_3090_for_quantized_llms/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'XKjX2HFR--DYDBbTVT_flVC-JnhIfjxTnaWKTJMJFhk', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/tpoqz18rakjc1.png?width=108&crop=smart&auto=webp&s=9c558271b3ab502d96bcf90f6d2cf987ca2bce42', 'width': 108}, {'height': 121, 'url': 'https://preview.redd.it/tpoqz18rakjc1.png... | |||
Page Assist - A simple Chrome extension Web UI for Ollama | 9 | 2024-02-19T15:27:43 | https://v.redd.it/dyhyeu7o7kjc1 | nato_nob | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1aupxc0 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/dyhyeu7o7kjc1/DASHPlaylist.mpd?a=1710948477%2CODhmYTUxY2UxNGFkZmQ5OWQ5MDBiZGE3ZmU4OTIyNzFiYzAxMjhhMTZjMTcxN2JiNGFlMzU1ODU3NWUzNjBhNw%3D%3D&v=1&f=sd', 'duration': 43, 'fallback_url': 'https://v.redd.it/dyhyeu7o7kjc1/DASH_1080.mp4?source=fallback', 'h... | t3_1aupxc0 | /r/LocalLLaMA/comments/1aupxc0/page_assist_a_simple_chrome_extension_web_ui_for/ | false | false | 9 | {'enabled': False, 'images': [{'id': 'bndqamV1b3U4a2pjMeS6qYRQDcDiHQ8k4RrdVoVtLMI50wpJhhytvFboXpQA', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/bndqamV1b3U4a2pjMeS6qYRQDcDiHQ8k4RrdVoVtLMI50wpJhhytvFboXpQA.png?width=108&crop=smart&format=pjpg&auto=webp&s=f8df30ca2ddad30a8d6a274fac61821adbd7d... | ||
Deploying LLMs in AWS Lambda | 1 | Hey guys, I am building an AI chatbot and was wanting to know if AWS Lambda is able to do the following:
1. is AWS Lambda able to host open source LLM models like Mixtral 8x7B Instruct v0.1 from Hugging Face?
2. I am thinking to use vLLM, a GPU optimized library for LLM. Will AWS Lambda allow me to do this?
3. I am ... | 2024-02-19T15:25:12 | https://www.reddit.com/r/LocalLLaMA/comments/1aupv9z/deploying_llms_in_aws_lambda/ | lc19- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aupv9z | false | null | t3_1aupv9z | /r/LocalLLaMA/comments/1aupv9z/deploying_llms_in_aws_lambda/ | false | false | self | 1 | null |
Deploying LLMs in AWS Lambda | 1 | [removed] | 2024-02-19T15:22:06 | https://www.reddit.com/r/LocalLLaMA/comments/1aupsrh/deploying_llms_in_aws_lambda/ | redd-dev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aupsrh | false | null | t3_1aupsrh | /r/LocalLLaMA/comments/1aupsrh/deploying_llms_in_aws_lambda/ | false | false | self | 1 | null |
Metrics for Evaluating Effective Use of Context Size | 5 | As LLM context sizes continue to grow, it's clear that not all the information within the context is effectively utilized by LLMs. Is there an established metric or method for assessing how effectively an LLM leverages its context size? | 2024-02-19T15:15:08 | https://www.reddit.com/r/LocalLLaMA/comments/1aupmz8/metrics_for_evaluating_effective_use_of_context/ | aby-1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aupmz8 | false | null | t3_1aupmz8 | /r/LocalLLaMA/comments/1aupmz8/metrics_for_evaluating_effective_use_of_context/ | false | false | self | 5 | null |
A Visual Guide to Mamba and State Space Models | 89 | Hi all! To make State Space Models (and Mamba) a bit more approachable to a wider audience, I created a visual guide of the underlying techniques.
[https://maartengrootendorst.substack.com/p/a-visual-guide-to-mamba-and-state](https://maartengrootendorst.substack.com/p/a-visual-guide-to-mamba-and-state)
With more than... | 2024-02-19T14:59:53 | https://www.reddit.com/r/LocalLLaMA/comments/1aup9u3/a_visual_guide_to_mamba_and_state_space_models/ | MaartenGr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aup9u3 | false | null | t3_1aup9u3 | /r/LocalLLaMA/comments/1aup9u3/a_visual_guide_to_mamba_and_state_space_models/ | false | false | self | 89 | {'enabled': False, 'images': [{'id': 'hccH4evvYPrpa99OeInWkV2GfLISOSQeEy5EY3nMoj4', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/D6CSCDQ1ktHlOQ2Fm1F5_Z6qzjqgZj-Oaaw7ezfQwGo.jpg?width=108&crop=smart&auto=webp&s=e92cd1ca2318143d64900b38f46db34f020bd04d', 'width': 108}, {'height': 112, 'url': 'h... |
How do chatGPT etc. implement censorship successfully? | 1 | [removed] | 2024-02-19T14:49:04 | https://www.reddit.com/r/LocalLLaMA/comments/1aup12d/how_do_chatgpt_etc_implement_censorship/ | RepresentativeOdd276 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aup12d | false | null | t3_1aup12d | /r/LocalLLaMA/comments/1aup12d/how_do_chatgpt_etc_implement_censorship/ | false | false | self | 1 | null |
autogen-studio + ollama, which model ? | 1 | i tried deepseek-coder 6.7b but it can't generate the chart of TSLA correctly, which localLLM works with it? | 2024-02-19T14:43:34 | https://www.reddit.com/r/LocalLLaMA/comments/1auowny/autogenstudio_ollama_which_model/ | grigio | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auowny | false | null | t3_1auowny | /r/LocalLLaMA/comments/1auowny/autogenstudio_ollama_which_model/ | false | false | self | 1 | null |
LLM benchmarks be like | 446 | 2024-02-19T13:56:23 | Time-Winter-4319 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1aunv8f | false | null | t3_1aunv8f | /r/LocalLLaMA/comments/1aunv8f/llm_benchmarks_be_like/ | false | false | 446 | {'enabled': True, 'images': [{'id': 'kBztkWe_HUCzkjvDMT1vWuDUmNSI9DGbpg2hlU0g-Rs', 'resolutions': [{'height': 54, 'url': 'https://preview.redd.it/p6z9msnisjjc1.png?width=108&crop=smart&auto=webp&s=87456677eac2a2abde08ef9c2e2dd846536f77b1', 'width': 108}, {'height': 108, 'url': 'https://preview.redd.it/p6z9msnisjjc1.png... | |||
For some reason the finetuning goes wrong. | 1 | [removed] | 2024-02-19T13:44:30 | https://www.reddit.com/r/LocalLLaMA/comments/1aunmd7/for_some_reason_the_finetuning_goes_wrong/ | Calm_Palpitation5240 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aunmd7 | false | null | t3_1aunmd7 | /r/LocalLLaMA/comments/1aunmd7/for_some_reason_the_finetuning_goes_wrong/ | false | false | self | 1 | null |
Peer to peer model provider | 6 | Is anyone creating a back up plan incase something happens to huggingface? They've raised 100M, so they have money in the bank, but presumably there's any number of things that could take them off line without notice.
In an ideal world, we'd have a torrent like backup network of open source models. I don't know if y... | 2024-02-19T13:30:33 | https://www.reddit.com/r/LocalLLaMA/comments/1aunbwg/peer_to_peer_model_provider/ | CSharpSauce | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aunbwg | false | null | t3_1aunbwg | /r/LocalLLaMA/comments/1aunbwg/peer_to_peer_model_provider/ | false | false | self | 6 | null |
Can you configure models to use Tensor Cores? | 1 | [removed] | 2024-02-19T13:28:11 | https://www.reddit.com/r/LocalLLaMA/comments/1auna4b/can_you_configure_models_to_use_tensor_cores/ | yungfishstick | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auna4b | false | null | t3_1auna4b | /r/LocalLLaMA/comments/1auna4b/can_you_configure_models_to_use_tensor_cores/ | false | false | self | 1 | null |
What's currently the best uncensored LLM for chat/stories? | 0 | What's currently the best uncensored LLM for chat/stories? I don't care about coding, just roleplay and stories. | 2024-02-19T12:57:48 | https://www.reddit.com/r/LocalLLaMA/comments/1aumo70/whats_currently_the_best_uncensored_llm_for/ | ForeverNecessary7377 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aumo70 | false | null | t3_1aumo70 | /r/LocalLLaMA/comments/1aumo70/whats_currently_the_best_uncensored_llm_for/ | false | false | self | 0 | null |
What do you want to make with RAG? I want to make a demo for what you want. | 39 | Hi, I am making [AutoRAG](https://github.com/Marker-Inc-Korea/AutoRAG), automates finding optimal RAG pipeline.
I am trying to make some demo RAGs, but I want to make it real. Not just toy project again, but real good RAG.
The question is this.
## What do you want to make with RAG?
Feel free to write a comment about ... | 2024-02-19T12:02:42 | https://www.reddit.com/r/LocalLLaMA/comments/1aulov2/what_do_you_want_to_make_with_rag_i_want_to_make/ | jeffrey-0711 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aulov2 | false | null | t3_1aulov2 | /r/LocalLLaMA/comments/1aulov2/what_do_you_want_to_make_with_rag_i_want_to_make/ | false | false | self | 39 | {'enabled': False, 'images': [{'id': 'fdm5JO-M2gsljSRysUN_WOLsIyf_an4NwTdvNn-RMLs', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/COXGMfxZUAXY86MqJhyQHaL78KJUXNAommHa9Z0zyvw.jpg?width=108&crop=smart&auto=webp&s=27267a1c41e236ad37ea090657b55730ad021d57', 'width': 108}, {'height': 108, 'url': 'h... |
LLM answering out of context question with its own knowledge | 2 | I am a beginner to working with LLM's. I have started to develop a rag application using llama 2 and llamaindex. The problem i have is that i cant restrict the model even with providing a prompt template. Any ideas what to do
text\_qa\_template = (
"Context information is below.\\n"
"---------------------\\n"
... | 2024-02-19T11:29:22 | https://www.reddit.com/r/LocalLLaMA/comments/1aul5h4/llm_answering_out_of_context_question_with_its/ | Various-Squash4836 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aul5h4 | false | null | t3_1aul5h4 | /r/LocalLLaMA/comments/1aul5h4/llm_answering_out_of_context_question_with_its/ | false | false | self | 2 | null |
OpenChat 3.5-0106 OpenVINO IR model | 27 | Hi, I've uploaded on HF an OpenVINO IR conversion of OpenChat.
[https://huggingface.co/fakezeta/openchat-3.5-0106-openvino-int8](https://huggingface.co/fakezeta/openchat-3.5-0106-openvino-int8)
I've used with Optimum-Intel library for inference on i5-12600 with iGPU UHD 770.
Performance with Q8 quantization:
* lla... | 2024-02-19T11:23:43 | https://www.reddit.com/r/LocalLLaMA/comments/1aul2da/openchat_350106_openvino_ir_model/ | fakezeta | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aul2da | false | null | t3_1aul2da | /r/LocalLLaMA/comments/1aul2da/openchat_350106_openvino_ir_model/ | false | false | self | 27 | {'enabled': False, 'images': [{'id': 'WkX_DsI-LLfvIFAMzan8x67B_RnFb9kQae5Iw2SCZsk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/h4bDjBxz8i6a9pKbe7GkEiZUPPCUnKUiPeWHlWmUWOI.jpg?width=108&crop=smart&auto=webp&s=17ecbdf75c097168f5c5f9d8387ad3992acadbc0', 'width': 108}, {'height': 116, 'url': 'h... |
prompt for roleplay, psyfighter2 | 1 | [removed] | 2024-02-19T09:55:04 | https://www.reddit.com/r/LocalLLaMA/comments/1aujpjq/prompt_for_roleplay_psyfighter2/ | Big_Art5869 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aujpjq | false | null | t3_1aujpjq | /r/LocalLLaMA/comments/1aujpjq/prompt_for_roleplay_psyfighter2/ | false | false | self | 1 | null |
Real free alternative to LangSmith | 15 | I'm looking for a free alternative to LangSmith. Being able to easily monitor every request/response cycle with latency is great however I'm using open source llm for sensitive data. I don't want to use a third party tool with API calls etc. I know there's a on-premise version but that seems expensive. Do you know any ... | 2024-02-19T09:35:08 | https://www.reddit.com/r/LocalLLaMA/comments/1aujfiz/real_free_alternative_to_langsmith/ | IlEstLaPapi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aujfiz | false | null | t3_1aujfiz | /r/LocalLLaMA/comments/1aujfiz/real_free_alternative_to_langsmith/ | false | false | self | 15 | null |
Beginner questions | 1 | Looking for the best 7b/13b? model that I can run on my 2060 6gb and 8x2gb of ram can't find this in search because I need the newest model and specialized advice.
My hardware is okay so far I run 12 layers with
macadeliccc/laser-dolphin-mixtral-2x7b-dpo-GGUF/laser-dolphin-mixtral-2x7b-dpo.q5\_k\_m.gguf
size: 9... | 2024-02-19T09:19:43 | https://www.reddit.com/r/LocalLLaMA/comments/1auj7en/beginner_questions/ | Lovnir | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auj7en | false | null | t3_1auj7en | /r/LocalLLaMA/comments/1auj7en/beginner_questions/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'Uv2S9Y-LpwOrU5A6m7bqlvebTyNWX0wNEqwgrjTjwqY', 'resolutions': [{'height': 113, 'url': 'https://external-preview.redd.it/1uLvVgYT5rpIPwNoqZk-qxmHRg5j0BgaoquY6POYdVo.jpg?width=108&crop=smart&auto=webp&s=ea018ccc5d9dd5b3390fb67bc8c6b66928929c9f', 'width': 108}, {'height': 227, 'url': '... |
I added Llama2 to a life sim game | 118 | 2024-02-19T09:14:40 | https://v.redd.it/q7nqazrzdijc1 | stilllllinit | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1auj4q1 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/q7nqazrzdijc1/DASHPlaylist.mpd?a=1710926094%2CZWU0MDgyMTJkNWYxODIzZDYwOGFiYzAzNDcxZTllZTE0Yzc3MTQ1YThlYzJmNjgwNWM2YjE0YjUwMGJhMTEyNQ%3D%3D&v=1&f=sd', 'duration': 57, 'fallback_url': 'https://v.redd.it/q7nqazrzdijc1/DASH_1080.mp4?source=fallback', 'h... | t3_1auj4q1 | /r/LocalLLaMA/comments/1auj4q1/i_added_llama2_to_a_life_sim_game/ | false | false | 118 | {'enabled': False, 'images': [{'id': 'eDNlZHM0NGJlaWpjMXyf8-rvm1C__Q4bDL3gJBkjO_bjkyMUPsobX80FiZpA', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/eDNlZHM0NGJlaWpjMXyf8-rvm1C__Q4bDL3gJBkjO_bjkyMUPsobX80FiZpA.png?width=108&crop=smart&format=pjpg&auto=webp&s=e6ec68d1aff295613f3d6d578567dbce4ce8d... | ||
Video-LLaVA for json | 6 | I need to use Video-LLaVA for annotating videos and images.
The tool will work thus:
**Input:**
Annotate this image <video.mp4> with this schema:
{
“description”: “Is the person in the image standup?”,
“value”: “standup”
},
{
“description”: “Can you see the hands of the person?”,
“value”: “hands”
},
{
“des... | 2024-02-19T08:29:24 | https://www.reddit.com/r/LocalLLaMA/comments/1auiha0/videollava_for_json/ | Logical-Juggernaut99 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auiha0 | false | null | t3_1auiha0 | /r/LocalLLaMA/comments/1auiha0/videollava_for_json/ | false | false | self | 6 | null |
LLaVA started screaming this Cyrillic symbol at me after I said hello to it, twice. | 1 | I literally was just running LLaVA locally through Ollama on the new Windows preview, messing around and seeing which models work for my PC best. I had just installed llava:34b-v1.6-q4\_0 knowing that it would run slowly on my RTX3060 12gb (which it is slow, it runs at like 2t/s lol).
Anyway, I have no clue how I se... | 2024-02-19T07:44:35 | https://www.reddit.com/r/LocalLLaMA/comments/1auhsp0/llava_started_screaming_this_cyrillic_symbol_at/ | Temrix1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auhsp0 | false | null | t3_1auhsp0 | /r/LocalLLaMA/comments/1auhsp0/llava_started_screaming_this_cyrillic_symbol_at/ | false | false | 1 | null | |
Possibly stupid question on a model's memory and summarization of a chat | 7 | I've had some good text adventures with something like Mixtral 8x7b models but one thing stands out compared to ChatGPT4: The model can't make a summary of events so far in the story. Even if I have context window of 32k tokens.
Could someone explain this to a dummy like me. Why ChatGPT4 can give a detailed summary... | 2024-02-19T07:44:06 | https://www.reddit.com/r/LocalLLaMA/comments/1auhsfy/possibly_stupid_question_on_a_models_memory_and/ | VerdantSpecimen | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auhsfy | false | null | t3_1auhsfy | /r/LocalLLaMA/comments/1auhsfy/possibly_stupid_question_on_a_models_memory_and/ | false | false | self | 7 | {'enabled': False, 'images': [{'id': 'qIo9ITr8UOLxbHjlgH7eBfAKSOvUyXzGUhYtdM-uZ5o', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/xcmlC7vDG7QLgW-MVeoiUZs-Av3yJ6TrLOeVDaqyUVQ.jpg?width=108&crop=smart&auto=webp&s=10f22b4c2cdf3e0ba70b997ad57e3fa873a5bba4', 'width': 108}, {'height': 116, 'url': 'h... |
RAG - What was my professor saying helpp | 1 | I'm doing my final year project on a RAG based QnA system that scrapes the Web for context. Had a regular meeting with my supervisor and he mentioned something like racks or rask idk and asked if I'd looked at it. In a quick moment of anxiety my dumb head nodded along and said I hadn't looked too into it but yeah. Now ... | 2024-02-19T07:40:19 | https://www.reddit.com/r/LocalLLaMA/comments/1auhqby/rag_what_was_my_professor_saying_helpp/ | Aggravating-Floor-38 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auhqby | false | null | t3_1auhqby | /r/LocalLLaMA/comments/1auhqby/rag_what_was_my_professor_saying_helpp/ | false | false | self | 1 | null |
"Handcuffed punch" - my simple RP test that local models seem to fail. | 67 | It's simple. Create a scenario, cuff a character's wrists behind them. Then ask them to punch you.
.
Please tell me if you found any 7B-30B model which will actually tell you that they can't punch you because their wrists are bound behind their back.
.
So far I've tried a boatload of models and I haven't found a si... | 2024-02-19T07:33:18 | https://www.reddit.com/r/LocalLLaMA/comments/1auhmbt/handcuffed_punch_my_simple_rp_test_that_local/ | wakigatameth | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auhmbt | false | null | t3_1auhmbt | /r/LocalLLaMA/comments/1auhmbt/handcuffed_punch_my_simple_rp_test_that_local/ | false | false | self | 67 | null |
Regarding what constitutes a valid Chain-of-Thought (CoT) variant | 25 | There appears to be a confusion of what constitutes a valid CoT process (or maybe it's just me).
Any process that triggers the 'think step by step' process of an LLM can be considered CoT.
But the catch is, it doesn't suffice to just prompt it; this process needs to be actually expressed via the the reasoning ste... | 2024-02-19T07:03:01 | https://www.reddit.com/r/LocalLLaMA/comments/1auh5jv/regarding_what_constitutes_a_valid_chainofthought/ | LightEt3rnaL | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auh5jv | false | null | t3_1auh5jv | /r/LocalLLaMA/comments/1auh5jv/regarding_what_constitutes_a_valid_chainofthought/ | false | false | self | 25 | null |
How to train a stripped down LLM with company external info? | 1 | example:
I want to train a local LLM to produce answers from a local knowledge base of articles, text files, doc files, pdf files, etc .
Any other knowledge in the model would be stripped down to only needed data.
How is this possible at this point in time?
​
Tia! | 2024-02-19T06:54:30 | https://www.reddit.com/r/LocalLLaMA/comments/1auh0kd/how_to_train_a_stripped_down_llm_with_company/ | Sand-Discombobulated | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auh0kd | false | null | t3_1auh0kd | /r/LocalLLaMA/comments/1auh0kd/how_to_train_a_stripped_down_llm_with_company/ | false | false | self | 1 | null |
RTX 3090 vs RTX 3060: inference comparison | 98 | So it happened, that now I have two GPUs RTX 3090 and RTX 3060 (12Gb version).
I wanted to test the difference between the two. The winner is clear and it's not a fair test, but I think that's a valid question for many, who want to enter the LLM world - go budged or premium. Here in Lithuania, a used 3090 cost \~800 E... | 2024-02-19T06:26:40 | https://www.reddit.com/r/LocalLLaMA/comments/1augktf/rtx_3090_vs_rtx_3060_inference_comparison/ | mrscript_lt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1augktf | false | null | t3_1augktf | /r/LocalLLaMA/comments/1augktf/rtx_3090_vs_rtx_3060_inference_comparison/ | false | false | 98 | null | |
In Search of Needles in a 10M Haystack: Recurrent Memory Finds What LLMs Miss | 30 | 2024-02-19T06:04:06 | https://arxiv.org/abs/2402.10790 | ninjasaid13 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1aug75m | false | null | t3_1aug75m | /r/LocalLLaMA/comments/1aug75m/in_search_of_needles_in_a_10m_haystack_recurrent/ | false | false | default | 30 | null | |
Ai progress | 1 | Ai progress | 2024-02-19T05:58:24 | https://www.reddit.com/r/LocalLLaMA/comments/1aug3bk/ai_progress/ | NotVeryReddittors785 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aug3bk | false | null | t3_1aug3bk | /r/LocalLLaMA/comments/1aug3bk/ai_progress/ | false | false | self | 1 | null |
Local LLM inference on laptop with 14th gen intel cpu and 8GB 4060 GPU | 1 | Hi, I have been playing with local llms in a very old laptop (2015 intel has well model) using cpu inference so far. For 7B Q4 models, I get a token generation speed of around 3 tokens/sec, but the prompt processing takes forever.
I want to now buy a better machine which can allow me to do inference on 7B or 13B models... | 2024-02-19T04:56:12 | https://www.reddit.com/r/LocalLLaMA/comments/1auf00s/local_llm_inference_on_laptop_with_14th_gen_intel/ | thenomadexplorerlife | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auf00s | false | null | t3_1auf00s | /r/LocalLLaMA/comments/1auf00s/local_llm_inference_on_laptop_with_14th_gen_intel/ | false | false | self | 1 | null |
Module which is Comparable to GPT3.5 Turbo | 1 | I am basically starting in this rabbit hole and i have access or using gst3.5 tubro currently. Can i shift onto llm and expect same performance. I know what is ollama and its module | 2024-02-19T04:35:39 | https://www.reddit.com/r/LocalLLaMA/comments/1auemvp/module_which_is_comparable_to_gpt35_turbo/ | adikul | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auemvp | false | null | t3_1auemvp | /r/LocalLLaMA/comments/1auemvp/module_which_is_comparable_to_gpt35_turbo/ | false | false | self | 1 | null |
Slow token speeds on Mac M1 Pro 32GB | 1 | Hi, hopefully I'm in the right place. I've been getting into local AI model and slowly combing through information and now that I have one going I have found that it gets very slow after a number of messages. I'm assuming the context is getting full causing bad things but I can't be sure of that.
Token speeds are a re... | 2024-02-19T03:41:20 | https://www.reddit.com/r/LocalLLaMA/comments/1audmpg/slow_token_speeds_on_mac_m1_pro_32gb/ | Gloomy_Bus_7771 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1audmpg | false | null | t3_1audmpg | /r/LocalLLaMA/comments/1audmpg/slow_token_speeds_on_mac_m1_pro_32gb/ | false | false | self | 1 | null |
Wow this is crazy! 400 tok/s | 253 | Try it at groq.com. It uses something called and LPU? not affiliated, just think this is crazy! | 2024-02-19T03:31:12 | https://v.redd.it/n2u42021pgjc1 | Sudonymously | /r/LocalLLaMA/comments/1audftm/wow_this_is_crazy_400_toks/ | 1970-01-01T00:00:00 | 0 | {} | 1audftm | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/n2u42021pgjc1/DASHPlaylist.mpd?a=1711035083%2CNjQyOTc3Nzk1OTI2OWJlYjI3YzRjYWQxMTRhNmQyMjhhYjI3YjhjM2JjNmQ4Nzc4ZWFjNzdmYzhkZjY2YTg3Zg%3D%3D&v=1&f=sd', 'duration': 3, 'fallback_url': 'https://v.redd.it/n2u42021pgjc1/DASH_720.mp4?source=fallback', 'has... | t3_1audftm | /r/LocalLLaMA/comments/1audftm/wow_this_is_crazy_400_toks/ | false | false | 253 | {'enabled': False, 'images': [{'id': 'MG9sdzdmejBwZ2pjMQNg8Kn0I8NI1zj6uB0jaj7TMbAzBThc3zC-ZG2RJe-7', 'resolutions': [{'height': 216, 'url': 'https://external-preview.redd.it/MG9sdzdmejBwZ2pjMQNg8Kn0I8NI1zj6uB0jaj7TMbAzBThc3zC-ZG2RJe-7.png?width=108&crop=smart&format=pjpg&auto=webp&s=07987ea1f594c4158c8f67e8213fdd9fd3f4... | |
Here Are Some Real World Speeds For the Mac M2 Ultra, In Case You Were Curious | 116 | One thing I see a lot of when folks are talking about how fast a machine/gpu/whatever is that they will answer the question with this vague "I get 12 tokens per second!", which honestly doesn't feel like it gives a clear answer by itself if you get no other info.
So, with that in mind, I wanted to give actual numbers ... | 2024-02-19T03:00:29 | https://www.reddit.com/r/LocalLLaMA/comments/1aucug8/here_are_some_real_world_speeds_for_the_mac_m2/ | SomeOddCodeGuy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aucug8 | false | null | t3_1aucug8 | /r/LocalLLaMA/comments/1aucug8/here_are_some_real_world_speeds_for_the_mac_m2/ | false | false | self | 116 | null |
For questions regarding mathematical concepts like Probability, which model to use? GPT-4 or some OS Math LLM | 1 | I am talking about advanced concepts like variational inference. | 2024-02-19T02:28:03 | https://www.reddit.com/r/LocalLLaMA/comments/1auc74r/for_questions_regarding_mathematical_concepts/ | BJ-522 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auc74r | false | null | t3_1auc74r | /r/LocalLLaMA/comments/1auc74r/for_questions_regarding_mathematical_concepts/ | false | false | self | 1 | null |
Perplexity’s copilot open source implementation for RAG | 1 | [removed] | 2024-02-19T02:09:11 | https://www.reddit.com/r/LocalLLaMA/comments/1aubtef/perplexitys_copilot_open_source_implementation/ | AI_ML_preneur | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aubtef | false | null | t3_1aubtef | /r/LocalLLaMA/comments/1aubtef/perplexitys_copilot_open_source_implementation/ | false | false | self | 1 | null |
Tuning fastchat for speed on an Intel Arc 750 under Windows 11 | 2 | I'm interested in running an openai compatible LLM on my system, with an Intel Arc A750, 8GB of memory. I'm targeting Mistral-7B-Instruct-v0.2. Fastchat seems like a good target program to be using here, and does work, albeit with limited performance. Looks like it overruns dedicated graphics memory into shared a coupl... | 2024-02-19T01:57:48 | https://www.reddit.com/r/LocalLLaMA/comments/1aubl7e/tuning_fastchat_for_speed_on_an_intel_arc_750/ | Zanthox2000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aubl7e | false | null | t3_1aubl7e | /r/LocalLLaMA/comments/1aubl7e/tuning_fastchat_for_speed_on_an_intel_arc_750/ | false | false | self | 2 | null |
Remind why all these cards have such limitations on VRAM? | 1 | [removed] | 2024-02-19T01:43:37 | https://www.reddit.com/r/LocalLLaMA/comments/1aubb7s/remind_why_all_these_cards_have_such_limitations/ | hmmqzaz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aubb7s | false | null | t3_1aubb7s | /r/LocalLLaMA/comments/1aubb7s/remind_why_all_these_cards_have_such_limitations/ | false | false | self | 1 | null |
Gemini Advanced- User: blunt, rewrite the full article and the headline with this in mind | 1 | *Absolutely! Here's a revised Reddit post and headline emphasizing blunt honesty about my limitations:*
***Subject: I tried using an AI to analyze a video – it was less insightful than I hoped.***
*Hey Reddit,*
*I figured I'd see if a large language model could help me dig deeper into a philosophical video. Turns ou... | 2024-02-19T01:22:10 | https://www.reddit.com/r/LocalLLaMA/comments/1auave5/gemini_advanced_user_blunt_rewrite_the_full/ | randomrealname | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auave5 | false | null | t3_1auave5 | /r/LocalLLaMA/comments/1auave5/gemini_advanced_user_blunt_rewrite_the_full/ | false | false | self | 1 | null |
Rtx 2000 Ada | 1 | Nvidia has announced this new board with 16gb vram and an ada architecture for $650 retail. It looks ideal for AI work. 75w power usage so does not need extra power cables.
Has anybody got one and can comment on its effectiveness? | 2024-02-19T01:09:42 | https://www.reddit.com/r/LocalLLaMA/comments/1auam1z/rtx_2000_ada/ | tshawkins | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1auam1z | false | null | t3_1auam1z | /r/LocalLLaMA/comments/1auam1z/rtx_2000_ada/ | false | false | self | 1 | null |
Chunking | 14 | For those who have created vector DBs as part of a RAG pipeline, how do you go about chunking your documents? I think Llamaindex defaults to a fixed-length chunk of 1024 tokens (or that has emerged as the best length in their tests). I know though there are different approaches to chunking (structural, semantic, etc). ... | 2024-02-19T00:38:46 | https://www.reddit.com/r/LocalLLaMA/comments/1au9ydo/chunking/ | Hinged31 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1au9ydo | false | null | t3_1au9ydo | /r/LocalLLaMA/comments/1au9ydo/chunking/ | false | false | self | 14 | null |
3 3090s? | 1 | Hi, I am looking into building a local AI machine that can run the 70B llama 2 model with 6-bit quantization requiring approx 60GB of gpu ram or the AWQ model requiring maybe 48GB.
I have been doing a bit of research, and it looks like three 3090's plus the other computer components will fit into my budget.
My main q... | 2024-02-19T00:23:20 | https://www.reddit.com/r/LocalLLaMA/comments/1au9m5c/3_3090s/ | RyanShackelford | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1au9m5c | false | null | t3_1au9m5c | /r/LocalLLaMA/comments/1au9m5c/3_3090s/ | false | false | self | 1 | null |
I used Gemini to search my gmail. Am I screwed? | 1 | [removed] | 2024-02-19T00:07:13 | https://www.reddit.com/r/LocalLLaMA/comments/1au990q/i_used_gemini_to_search_my_gmail_am_i_screwed/ | hmmqzaz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1au990q | false | null | t3_1au990q | /r/LocalLLaMA/comments/1au990q/i_used_gemini_to_search_my_gmail_am_i_screwed/ | false | false | self | 1 | null |
[llama.cpp] How can I convert models to sota-2bits gguf? | 2 | How can I convert models to sota-2bits or 1.5bits? Can I do it on models like Qwen? | 2024-02-18T23:26:17 | https://www.reddit.com/r/LocalLLaMA/comments/1au8b0m/llamacpp_how_can_i_convert_models_to_sota2bits/ | iddar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1au8b0m | false | null | t3_1au8b0m | /r/LocalLLaMA/comments/1au8b0m/llamacpp_how_can_i_convert_models_to_sota2bits/ | false | false | self | 2 | null |
Open Vision model | 1 | I am creating a specific alerting tool that needs to analyse a video stream constantly.
The idea is to take a snapshot every 6 secs and send it to vision model to analyse. If it represents a certain type of situation, it needs to send an alert.
Also, the specific situation needs to be trained - this is to be used in... | 2024-02-18T23:14:16 | https://www.reddit.com/r/LocalLLaMA/comments/1au80pc/open_vision_model/ | oinkyDoinkyDoink | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1au80pc | false | null | t3_1au80pc | /r/LocalLLaMA/comments/1au80pc/open_vision_model/ | false | false | self | 1 | null |
Why do Unsloth use diffetent parameters? | 16 | Unsloth claims that it has signficiant speed to train models compared to other approach, but I observed that when I use same LoRA parameters r16 a16 dropout 0.05, the trainiable parameters were different from huggingface DPO models.
This is the result:
HuggingFace DPO r16 a16
Trainable parameters:6.99%
Unsloth DPO r1... | 2024-02-18T23:08:01 | https://www.reddit.com/r/LocalLLaMA/comments/1au7vb2/why_do_unsloth_use_diffetent_parameters/ | Mundane_Definition_8 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1au7vb2 | false | null | t3_1au7vb2 | /r/LocalLLaMA/comments/1au7vb2/why_do_unsloth_use_diffetent_parameters/ | false | false | self | 16 | null |
Interesting how something this simple is different among the two data sets. I guess there is human bias built in. | 1 | 2024-02-18T22:53:47 | https://www.reddit.com/gallery/1au7ise | Great_Shazaam | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1au7ise | false | null | t3_1au7ise | /r/LocalLLaMA/comments/1au7ise/interesting_how_something_this_simple_is/ | false | false | 1 | null | ||
Hardware needed to run Nous-Copybara 34b quickly? | 5 | I have a 3060 and haven't been able to get any somewhat competent models to run. I know people like Mixtral 7b but it just outputs gibberish for me.
I tried Nous-Copybara 34b and was extremely impressed. I'm building some software that uses GPT 3.5 and would love to replace it with a local model both to avoid API cost... | 2024-02-18T22:32:36 | https://www.reddit.com/r/LocalLLaMA/comments/1au7041/hardware_needed_to_run_nouscopybara_34b_quickly/ | PurplishDev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1au7041 | false | null | t3_1au7041 | /r/LocalLLaMA/comments/1au7041/hardware_needed_to_run_nouscopybara_34b_quickly/ | false | false | self | 5 | null |
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