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Trouble prompting Mixtral mid-conversation | 8 | I’m working on a porting my OpenAI conversational agent with RAG capabilities to open source models. Currently I’m using Mixtral-8x7B-Instruct-v0.1 via TogetherAI’s OpenAI standard API.
My plan was to use a first order prompt to enrich the user’s question and then a second order prompt to answer the question, either b... | 2024-02-03T15:39:48 | https://www.reddit.com/r/LocalLLaMA/comments/1ahyu44/trouble_prompting_mixtral_midconversation/ | Odd-Dentist274 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahyu44 | false | null | t3_1ahyu44 | /r/LocalLLaMA/comments/1ahyu44/trouble_prompting_mixtral_midconversation/ | false | false | self | 8 | null |
Live Llava on Jetson Orin | 39 | Here's a demo & tutorial I made of running Llava continuously on a live camera stream, using embedded Jetson AGX Orin module that can be deployed into the field onboard robots, smart cameras, ect.
https://www.jetson-ai-lab.com/tutorial_live-llava.html
https://youtu.be/X-OXxPiUTuU
This was still using Llava-1.5 at th... | 2024-02-03T15:27:00 | https://www.reddit.com/r/LocalLLaMA/comments/1ahyk1v/live_llava_on_jetson_orin/ | nanobot_1000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahyk1v | false | null | t3_1ahyk1v | /r/LocalLLaMA/comments/1ahyk1v/live_llava_on_jetson_orin/ | false | false | self | 39 | {'enabled': False, 'images': [{'id': '4cd_kTjhJSgaVjNTCBg-FhMbTsFBuNcI3ddBbz530Rw', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/hDfOeJCC-XOU-gbp-Fl6KRtIWwKnJ45qAS3v1aPAJxk.jpg?width=108&crop=smart&auto=webp&s=bd0c0f49cce0db1bec20c9337b3d00fdb0e36771', 'width': 108}, {'height': 162, 'url': 'h... |
LLM apps security | 1 | Anyone interested interested in a tool that scans & improves your LLM app’s security?
[View Poll](https://www.reddit.com/poll/1ahy326) | 2024-02-03T15:05:00 | https://www.reddit.com/r/LocalLLaMA/comments/1ahy326/llm_apps_security/ | Ok_Cell3454 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahy326 | false | null | t3_1ahy326 | /r/LocalLLaMA/comments/1ahy326/llm_apps_security/ | false | false | self | 1 | null |
phi-2 Open Hermes 2.5 | 37 | hey guys,
here's Microsoft's phi-2 finetuned on Open Hermes 2.5
* QloRA, rank 32, LR 2e-5
* 1 epoch of teknium/OpenHermes-2.5
more details, code for inference and how it was trained is in the HF repo
[https://huggingface.co/g-ronimo/phi-2-OpenHermes-2.5](https://huggingface.co/g-ronimo/phi-2-OpenHermes-2.5)
Ȁ... | 2024-02-03T13:54:19 | https://www.reddit.com/r/LocalLLaMA/comments/1ahwlti/phi2_open_hermes_25/ | HatEducational9965 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahwlti | false | null | t3_1ahwlti | /r/LocalLLaMA/comments/1ahwlti/phi2_open_hermes_25/ | false | false | 37 | {'enabled': False, 'images': [{'id': '40lUd89k4uUl9CkqdrSoRMLVwX9boU0WbMNV3nrRU6I', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/gMQSliFrprLghKCH3EI60LEKglq5MyMh9L42-TH2ciM.jpg?width=108&crop=smart&auto=webp&s=8825b7cf1dca9ac939a9e44c2de4c4e08e38a796', 'width': 108}, {'height': 116, 'url': 'h... | |
Introducing a Unique Self-Talking Chatbot Experience: Conversations Between AI Personalities | 35 | Hello Reddit Community!
I'm thrilled to share a project I've been passionately working on – a **Self-Talking Chatbot Platform** that simulates conversations between two distinct AI personalities, named Ahmed and Ayse. Built using the Zephyr language model and a Flask web interface, this platform showcases an innovativ... | 2024-02-03T13:41:06 | https://www.reddit.com/r/LocalLLaMA/comments/1ahwcrr/introducing_a_unique_selftalking_chatbot/ | positivevibe2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahwcrr | false | null | t3_1ahwcrr | /r/LocalLLaMA/comments/1ahwcrr/introducing_a_unique_selftalking_chatbot/ | false | false | 35 | {'enabled': False, 'images': [{'id': 'dxOejA-hMSC2SvOQZ5h3lXZi6hihwT36es_yPIlmvtE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/_Z3Scbv0mdZghE-CJTYV39HpshYDXBoKiXY4wWqL9AU.jpg?width=108&crop=smart&auto=webp&s=373ac11f5b4e2c75d04f85be786fff66a2467ae3', 'width': 108}, {'height': 108, 'url': 'h... | |
GGUF Q4 vs Q5? Is the difference significant in creative writing? | 52 | I use the GGUF format on my laptop for creative writing. Q5 is very slow. Is the difference between Q4 & Q5 significant in creative writing? | 2024-02-03T13:31:49 | https://www.reddit.com/r/LocalLLaMA/comments/1ahw6d9/gguf_q4_vs_q5_is_the_difference_significant_in/ | broodysupertramp | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahw6d9 | false | null | t3_1ahw6d9 | /r/LocalLLaMA/comments/1ahw6d9/gguf_q4_vs_q5_is_the_difference_significant_in/ | false | false | self | 52 | null |
GPU bloat stifles AI | 1 | Hey Local Llamas - I’m coming from a product management background and wanted your feedback on my line of thinking in this post. As a product person, I’ve been frustrated by the slowness of LLM applications and contend that LLM latency is holding back the development and adoption of AI’s “killer apps”. I then use some ... | 2024-02-03T12:27:29 | https://www.chipstrat.com/p/gpu-bloat-is-holding-back-ai | chipstrat | chipstrat.com | 1970-01-01T00:00:00 | 0 | {} | 1ahv0zk | false | null | t3_1ahv0zk | /r/LocalLLaMA/comments/1ahv0zk/gpu_bloat_stifles_ai/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'ky1ufI2PjMSMqQbEh8Lxi0t9hRXcXHc-TwKY9ycY-qg', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/S2pg3R0ZHIiHqtPviFT10fCE2k0g7OaRGsLEJYAAJ-w.jpg?width=108&crop=smart&auto=webp&s=9979d3a63a9c9f3861c3d5947331fdca48fe643d', 'width': 108}, {'height': 126, 'url': 'h... | |
[D] Can I use LoRa and Prompt Tuning at the same time | 1 | is it possible to use prompt tuning and LoRa together? | 2024-02-03T12:11:26 | https://www.reddit.com/r/LocalLLaMA/comments/1ahurlk/d_can_i_use_lora_and_prompt_tuning_at_the_same/ | ambuje12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahurlk | false | null | t3_1ahurlk | /r/LocalLLaMA/comments/1ahurlk/d_can_i_use_lora_and_prompt_tuning_at_the_same/ | false | false | self | 1 | null |
Fine tuning to match an author | 10 | Hi,
I’m looking to fine tune my first model for fun using QLORA and I was considering doing a compare between Mistral 7b and Goliath 120b.
The task in question, is feeding excerpts of a self help book from an author in attempt to have the LLM mimic the speaking style of the author. If this instills some knowledge fr... | 2024-02-03T12:05:51 | https://www.reddit.com/r/LocalLLaMA/comments/1ahuocx/fine_tuning_to_match_an_author/ | 99OG121314 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahuocx | false | null | t3_1ahuocx | /r/LocalLLaMA/comments/1ahuocx/fine_tuning_to_match_an_author/ | false | false | self | 10 | null |
Any popular GUIs already support MoE-LLaVA? | 23 | Hi, I am searching for information if any of the popular easy to install GUIs (like LMStudio or Oobabooga arleady support MoE-LLaVA models, or are working at this? | 2024-02-03T10:56:48 | https://www.reddit.com/r/LocalLLaMA/comments/1ahtm2f/any_popular_guis_already_support_moellava/ | Ng2oXg | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahtm2f | false | null | t3_1ahtm2f | /r/LocalLLaMA/comments/1ahtm2f/any_popular_guis_already_support_moellava/ | false | false | self | 23 | null |
difference between adamw_bnb_8bit and paged_adamw_8bit ? | 1 | . | 2024-02-03T10:23:20 | https://www.reddit.com/r/LocalLLaMA/comments/1aht4n0/difference_between_adamw_bnb_8bit_and_paged_adamw/ | mohamedem2m | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aht4n0 | false | null | t3_1aht4n0 | /r/LocalLLaMA/comments/1aht4n0/difference_between_adamw_bnb_8bit_and_paged_adamw/ | false | false | self | 1 | null |
Adspace in prompts? How are you monetizing or intending to? | 1 | Who wants their proper agent framework link used as the separator between responses in the agent batch debug function of [Clipboard Conqueror](https://github.com/aseichter2007/ClipboardConqueror) 's no code multi-agent-exchange prototyping functionality?
How much is that worth to you? It will be seen by develope... | 2024-02-03T09:35:23 | https://www.reddit.com/r/LocalLLaMA/comments/1ahsfvi/adspace_in_prompts_how_are_you_monetizing_or/ | aseichter2007 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahsfvi | false | null | t3_1ahsfvi | /r/LocalLLaMA/comments/1ahsfvi/adspace_in_prompts_how_are_you_monetizing_or/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'gn85iSDn83tw6wx7jxeWi3Wce6GMvy-Geczg1qA4EKQ', 'resolutions': [{'height': 33, 'url': 'https://external-preview.redd.it/pvyQwlLtR012wu7agcl3C8T6tgUe_tMYBGnXykjRn68.jpg?width=108&crop=smart&auto=webp&s=13c43de44c4501c4a0e011cb6dcf46194057250c', 'width': 108}, {'height': 67, 'url': 'ht... |
Extracting Answer Source Chunks from GPT Responses in Langchain | 3 | Hey everyone,
I've been working on a project where I extract information from a large PDF document. I've completed the initial steps, including reading the PDF, splitting it into chunks, converting them to embeddings, and storing them in a vector database.
For the next step, I perform a similarity check with a limit ... | 2024-02-03T09:19:20 | https://www.reddit.com/r/LocalLLaMA/comments/1ahs7ok/extracting_answer_source_chunks_from_gpt/ | dragon_4789 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahs7ok | false | null | t3_1ahs7ok | /r/LocalLLaMA/comments/1ahs7ok/extracting_answer_source_chunks_from_gpt/ | false | false | self | 3 | null |
I won't pay for ChatGPT Plus again unless it become significantly better than free LLM offerings. | 5 | It's been almost a month since my subscription for ChatGPT Plus ended and I've tried Mixtral on HuggingChat, and while Mistral Medium is API only, Poe offers it for free and for the most part its either almost or as good as GPT 4 in my usage. I honestly can't tell the difference in quality between answers. Perform... | 2024-02-03T09:10:03 | https://www.reddit.com/r/LocalLLaMA/comments/1ahs2nc/i_wont_pay_for_chatgpt_plus_again_unless_it/ | TheTwelveYearOld | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahs2nc | false | null | t3_1ahs2nc | /r/LocalLLaMA/comments/1ahs2nc/i_wont_pay_for_chatgpt_plus_again_unless_it/ | false | false | self | 5 | null |
Finetuning using Axolotl | 4 | Newbie here. I have been using axolotl to train the open-llama3b model using their examples lora.yml. I have tweaked some the setting like micro\_batch\_size, epoch, validation\_set, learning rate etc, and trained the model many times. I started to get similar graphs in my wandb reports even if I changed some of my set... | 2024-02-03T09:07:55 | https://www.reddit.com/r/LocalLLaMA/comments/1ahs1i6/finetuning_using_axolotl/ | formidoboi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahs1i6 | false | null | t3_1ahs1i6 | /r/LocalLLaMA/comments/1ahs1i6/finetuning_using_axolotl/ | false | false | default | 4 | null |
funcchain: a langchain extension, focused on structured output with llamacpp grammars | 1 | 2024-02-03T09:02:30 | https://shroominic.github.io/funcchain/ | DrNatoor | shroominic.github.io | 1970-01-01T00:00:00 | 0 | {} | 1ahryls | false | null | t3_1ahryls | /r/LocalLLaMA/comments/1ahryls/funcchain_a_langchain_extension_focused_on/ | false | false | default | 1 | null | |
Local QLORA Finetuning | 12 | Hi,
Recently I’ve been wanting to see if there’s any way to fine tune 7B models on my computer, despite only have 12 GB VRAM. I thought I could use QLORA, but thus far all of my attempts have failed miserably.
Does anyone know if there’s a way for me to fine tune 7B models locally, and if so, are there any good tuto... | 2024-02-03T08:20:40 | https://www.reddit.com/r/LocalLLaMA/comments/1ahrcnz/local_qlora_finetuning/ | Aptare | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahrcnz | false | null | t3_1ahrcnz | /r/LocalLLaMA/comments/1ahrcnz/local_qlora_finetuning/ | false | false | self | 12 | null |
Noob-friendly Recap | 11 | I recently started getting in LLM-powered applications by myself and using online resources. What I discovered is that LLMs have become so mainstream that there are so many platform, frameworks, and model to choose from. And usually I don't even understand what are the key differences between one another
This is what ... | 2024-02-03T08:08:40 | https://www.reddit.com/r/LocalLLaMA/comments/1ahr6ds/noobfriendly_recap/ | DatAndre | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahr6ds | false | null | t3_1ahr6ds | /r/LocalLLaMA/comments/1ahr6ds/noobfriendly_recap/ | false | false | self | 11 | null |
How to see Ollama inference speed (tokens/sec)? | 2 | I can find any info how to access to inference speed info. I would just like to have that info for comparison with other loaders. Any advice? | 2024-02-03T07:54:00 | https://www.reddit.com/r/LocalLLaMA/comments/1ahqycb/how_to_see_ollama_inference_speed_tokenssec/ | dodo13333 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahqycb | false | null | t3_1ahqycb | /r/LocalLLaMA/comments/1ahqycb/how_to_see_ollama_inference_speed_tokenssec/ | false | false | self | 2 | null |
Is there an UI which is open source and shows Chat GPT, Bard and local LLMs replies parallely? | 1 | [removed] | 2024-02-03T06:13:51 | https://www.reddit.com/r/LocalLLaMA/comments/1ahpffv/is_there_an_ui_which_is_open_source_and_shows/ | kkgmgfn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahpffv | false | null | t3_1ahpffv | /r/LocalLLaMA/comments/1ahpffv/is_there_an_ui_which_is_open_source_and_shows/ | false | false | self | 1 | null |
Multilingual SeaLLM-7B-v2 - LLM for Southeast Asia languages | 23 | 2024-02-03T04:54:45 | https://huggingface.co/SeaLLMs/SeaLLM-7B-v2 | ninjasaid13 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1aho2k2 | false | null | t3_1aho2k2 | /r/LocalLLaMA/comments/1aho2k2/multilingual_seallm7bv2_llm_for_southeast_asia/ | false | false | 23 | {'enabled': False, 'images': [{'id': 'eQFovQJ2Xomisky7X0pxTq_CQohGQRZLqMJgzpM0nII', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/OuoHKR2Pw2AZR5T1aJrMpzFlBnPNzaOxaXFS9axk3Vw.jpg?width=108&crop=smart&auto=webp&s=748992b7d87424cc902bca2915978e7f1c93bf9c', 'width': 108}, {'height': 116, 'url': 'h... | ||
Beginner question: is VRAM a total bottleneck in running LLMs? | 1 | [removed] | 2024-02-03T04:14:17 | https://www.reddit.com/r/LocalLLaMA/comments/1ahnbvv/beginner_question_is_vram_a_total_bottleneck_in/ | hmmqzaz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahnbvv | false | null | t3_1ahnbvv | /r/LocalLLaMA/comments/1ahnbvv/beginner_question_is_vram_a_total_bottleneck_in/ | false | false | self | 1 | null |
A word that means "proud to have asked A.I. to do it and it works" | 155 | Today I altered for the better my professional life by asking an AI to program a little something to classify photos from site reports and it worked better than expected. Instead of 1-2 minutes per photos, it's about .5 second and it can run a whole folder with hundreds of photos in a matter of 1-2 minutes instead of 2... | 2024-02-03T03:48:49 | https://www.reddit.com/r/LocalLLaMA/comments/1ahmuzq/a_word_that_means_proud_to_have_asked_ai_to_do_it/ | oodelay | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahmuzq | false | null | t3_1ahmuzq | /r/LocalLLaMA/comments/1ahmuzq/a_word_that_means_proud_to_have_asked_ai_to_do_it/ | false | false | self | 155 | null |
Raspberry Pi 5 + Coral | 1 | [removed] | 2024-02-03T03:20:40 | https://www.reddit.com/r/LocalLLaMA/comments/1ahmc2v/raspberry_pi_5_coral/ | CoolAppz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahmc2v | false | null | t3_1ahmc2v | /r/LocalLLaMA/comments/1ahmc2v/raspberry_pi_5_coral/ | false | false | self | 1 | null |
[Jan | Codellama 70B Instruct] Does anyone have the correct contents for "prompt template"? | 1 | [removed] | 2024-02-03T02:24:09 | https://www.reddit.com/r/LocalLLaMA/comments/1ahl8ya/jan_codellama_70b_instruct_does_anyone_have_the/ | Virtamancer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahl8ya | false | null | t3_1ahl8ya | /r/LocalLLaMA/comments/1ahl8ya/jan_codellama_70b_instruct_does_anyone_have_the/ | false | false | self | 1 | null |
Huggingface tokenizer in C | 5 | Asking the world in case anyone knows: has anyone ported the huggingface rust tokenizers to C? I know there’s llama.cpp but it only supports certain models. Hoping I can more directly rely on the rust library.
Thanks all! | 2024-02-03T02:14:00 | https://www.reddit.com/r/LocalLLaMA/comments/1ahl1px/huggingface_tokenizer_in_c/ | Infamous_Safety_9310 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahl1px | false | null | t3_1ahl1px | /r/LocalLLaMA/comments/1ahl1px/huggingface_tokenizer_in_c/ | false | false | self | 5 | null |
Are there any unrestricted models you can recommend? | 1 | For example, if you want to do something, regular consultation with AI may give you some general suggestions. If that model can give you some processing methods and techniques that others can’t think of, such as a special thinking angle that ordinary people can’t think of, I think this is AI. It should play a role. Of ... | 2024-02-03T01:32:41 | https://www.reddit.com/r/LocalLLaMA/comments/1ahk89f/are_there_any_unrestricted_models_you_can/ | palmcentro2019 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahk89f | false | null | t3_1ahk89f | /r/LocalLLaMA/comments/1ahk89f/are_there_any_unrestricted_models_you_can/ | false | false | nsfw | 1 | null |
Intro to Open Source AI [Talk] - OpenHermes for everything. | 1 | [removed] | 2024-02-03T00:42:42 | https://www.reddit.com/r/LocalLLaMA/comments/1ahj7wl/intro_to_open_source_ai_talk_openhermes_for/ | kushalgoenka | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahj7wl | false | null | t3_1ahj7wl | /r/LocalLLaMA/comments/1ahj7wl/intro_to_open_source_ai_talk_openhermes_for/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'WvUqoEm844X1lon1OK7LHWVki0vSis61eSlPh5z43YU', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/Ew0UkDlqBq-My886an3tNXECxUSnsLfCOT6l87ljIk8.jpg?width=108&crop=smart&auto=webp&s=e8e9a50ed42cefbbb9eefea332571fc545559880', 'width': 108}, {'height': 162, 'url': 'h... |
Z490 or x570 Motherboard recommendation for 3 way SLI | 5 | I've got 3 GPUs, RTX 3090 and 2xRTX 3060TI. I plan on running some 70b's and upgrading to all RTX 3090s in the future and do some fine-tuning.
I've got a i7-10700k and a 5800x3d to spare.
What should I be looking for in a motherboard and what motherboard would you recommend? | 2024-02-03T00:08:11 | https://www.reddit.com/r/LocalLLaMA/comments/1ahihlu/z490_or_x570_motherboard_recommendation_for_3_way/ | Erdeem | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahihlu | false | null | t3_1ahihlu | /r/LocalLLaMA/comments/1ahihlu/z490_or_x570_motherboard_recommendation_for_3_way/ | false | false | self | 5 | null |
why is gptq slower than the base model? | 2 | I use these https://huggingface.co/lmsys/vicuna-7b-v1.5 https://huggingface.co/TheBloke/Wizard-Vicuna-7B-Uncensored-GPTQ
base - 2.0s\~ 30token
gptq - 5.0s\~ 30token
| 2024-02-02T22:48:42 | https://www.reddit.com/r/LocalLLaMA/comments/1ahgo30/why_is_gptq_slower_than_the_base_model/ | Big_Art5869 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahgo30 | false | null | t3_1ahgo30 | /r/LocalLLaMA/comments/1ahgo30/why_is_gptq_slower_than_the_base_model/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'hlYheUEk6EH72ZEOWOqtPCPOCTobBGBhQPQpPug0SII', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/iF7o80Puhk6vH3nLl37JtsAv2AIXs0_tkt8-RBqZ0eU.jpg?width=108&crop=smart&auto=webp&s=0b5163ab144735ff69b535c705e3aab5fb5c2a8f', 'width': 108}, {'height': 116, 'url': 'h... |
Automatically take notes with local LLM Demo! Who wants to take over this project? | 103 | 2024-02-02T22:16:34 | https://v.redd.it/4agerdy6y8gc1 | Robert-treboR | /r/LocalLLaMA/comments/1ahfwoa/automatically_take_notes_with_local_llm_demo_who/ | 1970-01-01T00:00:00 | 0 | {} | 1ahfwoa | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/4agerdy6y8gc1/DASHPlaylist.mpd?a=1709633800%2CNDk1Y2RjOWM5OTg0YjM5MjJkYjZjNzk4ZjEzMzY3ODU2ZmI0ODU1ZWIzNmI2YzE5OTk3ZjYyMzllZDQzOGM4Mw%3D%3D&v=1&f=sd', 'duration': 172, 'fallback_url': 'https://v.redd.it/4agerdy6y8gc1/DASH_1080.mp4?source=fallback', '... | t3_1ahfwoa | /r/LocalLLaMA/comments/1ahfwoa/automatically_take_notes_with_local_llm_demo_who/ | false | false | 103 | {'enabled': False, 'images': [{'id': 'ZGJldjV1bDl5OGdjMV814c1IbucxZ1BJLSFphp6hzN3GhgqYPDzTU7eHu2Nu', 'resolutions': [{'height': 74, 'url': 'https://external-preview.redd.it/ZGJldjV1bDl5OGdjMV814c1IbucxZ1BJLSFphp6hzN3GhgqYPDzTU7eHu2Nu.png?width=108&crop=smart&format=pjpg&auto=webp&s=a0a6b2fa781590040a27576847fb3bf64ce77... | ||
MoE LLaVA description... | 1 | 2024-02-02T22:15:30 | Wrong_User_Logged | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ahfvs8 | false | null | t3_1ahfvs8 | /r/LocalLLaMA/comments/1ahfvs8/moe_llava_description/ | false | false | 1 | {'enabled': True, 'images': [{'id': '6x3Wjcd6nbzQk6EddugpNkR7OPylJwW_h79ml5gEc_s', 'resolutions': [{'height': 149, 'url': 'https://preview.redd.it/hm70zs02y8gc1.png?width=108&crop=smart&auto=webp&s=9d5e4cafea168321ef2ff78f865d9f457de2493b', 'width': 108}, {'height': 298, 'url': 'https://preview.redd.it/hm70zs02y8gc1.pn... | |||
Automatically take notes with local LLM & browser extension | 1 | https://reddit.com/link/1ahfu2l/video/5g99rmxlx8gc1/player
**Local LLM** takes care of taking notes *automatically* for you
my chrome extension converts webpage into **plain text**
indexes it with **locally** on running **vectorDB** (qdrunt)
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in the end you can ask questions to everything you saw ... | 2024-02-02T22:13:27 | https://www.reddit.com/r/LocalLLaMA/comments/1ahfu2l/automatically_take_notes_with_local_llm_browser/ | Robert-treboR | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahfu2l | false | null | t3_1ahfu2l | /r/LocalLLaMA/comments/1ahfu2l/automatically_take_notes_with_local_llm_browser/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'IC0zrIU1vjh3_z5XjFTq0Zem9CBJoES4z-DDCIlPv20', 'resolutions': [{'height': 62, 'url': 'https://external-preview.redd.it/WCTl6DKpfIypYVV30RGqGv1kYMpcuy-ZxKEgOV_mUEU.jpg?width=108&crop=smart&auto=webp&s=77e64d83be06b392202dab41570959065ce61560', 'width': 108}, {'height': 125, 'url': 'h... | |
Sweetspot RAM model for summarization rn? | 1 | Hi, I know these kinds of questions must be incredibly tedious for the group, but if someone could advise me of the which model to use for quick text summarization.
For context, I have a threadripper server with 96GB of RAM and plan on using llama.cpp in server mode.
I need to send the model something like the follow... | 2024-02-02T22:05:11 | https://www.reddit.com/r/LocalLLaMA/comments/1ahfn95/sweetspot_ram_model_for_summarization_rn/ | inigid | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahfn95 | false | null | t3_1ahfn95 | /r/LocalLLaMA/comments/1ahfn95/sweetspot_ram_model_for_summarization_rn/ | false | false | self | 1 | null |
Has anyone successfully run the Mixtral model on an M1 Mac machine? | 1 | I use the [Jan.ai](https://Jan.ai) software to host this model on my M1 Mac Mini with 16GB of RAM, and when I run it, it immediately crashes. I'm wondering if this is expected because when I googled how much RAM I need, I found the number 16 gigabytes, which I already have.
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Do you think it would be different... | 2024-02-02T21:22:30 | https://www.reddit.com/r/LocalLLaMA/comments/1ahenf5/has_anyone_successfully_run_the_mixtral_model_on/ | Melisanjb | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahenf5 | false | null | t3_1ahenf5 | /r/LocalLLaMA/comments/1ahenf5/has_anyone_successfully_run_the_mixtral_model_on/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '_clR5lo0uUzBmmOefgsOcrqCYpHgjkxrStKzWLzjtqg', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/71HRL7bDHzSg5fARXgUVzQrb-ddlAEFhDMiNjCqLPcE.jpg?width=108&crop=smart&auto=webp&s=a34a9c017a9872303c87fdbe0bca0b95846bd110', 'width': 108}, {'height': 121, 'url': 'h... |
Groq is probably a scam | 1 | [Groq claims to have invented a chip that lets you achieve 240 ts with LLaMa 2 70B](https://twitter.com/ArtificialAnlys/status/1752719288946053430), which sounds too good to be true. Turns out, it might be.
While I was playing around with Groq, I noticed that "Mixtral" refused to give advice or tell offensive jokes, w... | 2024-02-02T20:33:43 | https://www.reddit.com/r/LocalLLaMA/comments/1ahdhgx/groq_is_probably_a_scam/ | matteoraso | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahdhgx | false | null | t3_1ahdhgx | /r/LocalLLaMA/comments/1ahdhgx/groq_is_probably_a_scam/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'BRhurXMD1G1MlmtiDVC2_L9YdZMiNzJH8qCY2xa1KJ8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/MRCSbjUHZevQwjjZL6lLbf1Vf8R41K5t4ecI2SwmVwk.jpg?width=108&crop=smart&auto=webp&s=9851a3f2b56d8a7a359cf5a86eed4d49f4339add', 'width': 108}], 'source': {'height': 71,... |
Building out a rig to play with. What am I missing? | 41 | Am I completely insane or just really dumb? Am I missing anything (other than storage).
I have a rack in my basement so I can mask most of the noise, and this would cost like $100/mo in electricity if I ran it full blast 24/7. My work offered to pay for the GPUs so this would be nicely subsidized!
https://preview.red... | 2024-02-02T20:31:41 | https://www.reddit.com/r/LocalLLaMA/comments/1ahdfs7/building_out_a_rig_to_play_with_what_am_i_missing/ | dinkumator | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahdfs7 | false | null | t3_1ahdfs7 | /r/LocalLLaMA/comments/1ahdfs7/building_out_a_rig_to_play_with_what_am_i_missing/ | false | false | 41 | null | |
vLLM 0.3.0 is ~4-5x faster than 0.2.7 under heavy load [for AWQ] | 81 | This is just a PSA to update your vLLM install to 0.3.0 if you are using it with AWQ models.
The speedup is thanks to this PR: [https://github.com/vllm-project/vllm/pull/2566](https://github.com/vllm-project/vllm/pull/2566)
The speed up I see in production, on 34B AWQ model is as follows:
Setup:
* A100 80G PCIe but... | 2024-02-02T20:29:08 | https://www.reddit.com/r/LocalLLaMA/comments/1ahddk3/vllm_030_is_45x_faster_than_027_under_heavy_load/ | DreamGenAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahddk3 | false | null | t3_1ahddk3 | /r/LocalLLaMA/comments/1ahddk3/vllm_030_is_45x_faster_than_027_under_heavy_load/ | false | false | self | 81 | {'enabled': False, 'images': [{'id': 'Id9L1RNRb1GpwQvorxn7ImLgtNAN_cD5mt_FA72lsPY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/mWlQB7EdIL5HNh7iyF1QzBrFvi7x9-DanPQx4C1M0SM.jpg?width=108&crop=smart&auto=webp&s=9d47f070b224c74235909044040bce706073e7dd', 'width': 108}, {'height': 108, 'url': 'h... |
Which LLM is the best for fictional Idea/ concept generating? | 1 | [removed] | 2024-02-02T20:26:28 | https://www.reddit.com/r/LocalLLaMA/comments/1ahdbd7/which_llm_is_the_best_for_fictional_idea_concept/ | headbopper96 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahdbd7 | false | null | t3_1ahdbd7 | /r/LocalLLaMA/comments/1ahdbd7/which_llm_is_the_best_for_fictional_idea_concept/ | false | false | self | 1 | null |
Does anyone know how Prolixity and others reference documents? | 1 | [removed] | 2024-02-02T20:12:05 | https://www.reddit.com/r/LocalLLaMA/comments/1ahczeb/does_anyone_know_how_prolixity_and_others/ | coolcloud | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahczeb | false | null | t3_1ahczeb | /r/LocalLLaMA/comments/1ahczeb/does_anyone_know_how_prolixity_and_others/ | false | false | self | 1 | null |
GPU memory overclocking in linux?! | 9 | I'd like to up my memory clock on the 3090s. Sadly, with no displays plugged in or running, nvidia control doesn't expose any clock settings. nvidia-smi only lets you do stock clocks.
There's some guides that start/stop the x-server but I use that for the onboard video and vnc.
Is it possible to run a 2nd xserver and... | 2024-02-02T19:47:25 | https://www.reddit.com/r/LocalLLaMA/comments/1ahcekt/gpu_memory_overclocking_in_linux/ | a_beautiful_rhind | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahcekt | false | null | t3_1ahcekt | /r/LocalLLaMA/comments/1ahcekt/gpu_memory_overclocking_in_linux/ | false | false | self | 9 | null |
How to set up chat templates on LM Studio? | 4 | How does one import a string of text like this into LM Studio? Do you just paste it into the pre-prompt?
"GPT4 Correct User: Hello<|end\_of\_turn|>GPT4 Correct Assistant: Hi<|end\_of\_turn|>GPT4 Correct User: How are you today?<|end\_of\_turn|>GPT4 Correct Assistant:" | 2024-02-02T19:46:12 | https://www.reddit.com/r/LocalLLaMA/comments/1ahcdkd/how_to_set_up_chat_templates_on_lm_studio/ | RenoHadreas | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahcdkd | false | null | t3_1ahcdkd | /r/LocalLLaMA/comments/1ahcdkd/how_to_set_up_chat_templates_on_lm_studio/ | false | false | self | 4 | null |
Any Phi-2 model that does this? | 1 | [removed] | 2024-02-02T19:29:09 | https://www.reddit.com/r/LocalLLaMA/comments/1ahbzcv/any_phi2_model_that_does_this/ | AromaticCantaloupe19 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahbzcv | false | null | t3_1ahbzcv | /r/LocalLLaMA/comments/1ahbzcv/any_phi2_model_that_does_this/ | false | false | self | 1 | null |
Training a model with multiple floating point precisions | 1 | I want to train a vision-language model using a connector (think of it like a linear layer as in LLaVA). I only train the connector module and some LoRAs on both the language model and the vision encoder.
The vision encoder is in fp32 and the language decoder is in fp16. As expected my newly created connector module ... | 2024-02-02T19:20:11 | https://www.reddit.com/r/LocalLLaMA/comments/1ahbrx5/training_a_model_with_multiple_floating_point/ | AromaticCantaloupe19 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahbrx5 | false | null | t3_1ahbrx5 | /r/LocalLLaMA/comments/1ahbrx5/training_a_model_with_multiple_floating_point/ | false | false | self | 1 | null |
How to evaluate an LLM? | 8 | Hi folks. I have seen a lot of “evaluation score: 75%” and similar stuff in the HuggingFace learner board, but how do I perform this evaluation? Is there a single-click local app for this, or what? | 2024-02-02T19:11:03 | https://www.reddit.com/r/LocalLLaMA/comments/1ahbkba/how_to_evaluate_an_llm/ | yukiarimo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahbkba | false | null | t3_1ahbkba | /r/LocalLLaMA/comments/1ahbkba/how_to_evaluate_an_llm/ | false | false | self | 8 | null |
Any popular GUIs already support MoE-LLaVA? | 1 | [removed] | 2024-02-02T19:04:07 | https://www.reddit.com/r/LocalLLaMA/comments/1ahbea9/any_popular_guis_already_support_moellava/ | Ng2oXg | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahbea9 | false | null | t3_1ahbea9 | /r/LocalLLaMA/comments/1ahbea9/any_popular_guis_already_support_moellava/ | false | false | self | 1 | null |
How should I utilize this Mac Pro? | 1 | I have access to the attached Mac Pro.
I’m new to LLM’s, so I’m not even sure how efficient this rig would be.
If you were me, what would you do with it?
Any guidance is appreciated! | 2024-02-02T18:44:25 | eltonjock | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ahax4u | false | null | t3_1ahax4u | /r/LocalLLaMA/comments/1ahax4u/how_should_i_utilize_this_mac_pro/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'D4G5CqzVJtsKsaeiCa_-91mJ13AV9D9EDYIDm3_2_rU', 'resolutions': [{'height': 113, 'url': 'https://preview.redd.it/6572qkngw7gc1.jpeg?width=108&crop=smart&auto=webp&s=b2be7d0fd0b072d0f5833178a31ffb74fea8cde8', 'width': 108}, {'height': 227, 'url': 'https://preview.redd.it/6572qkngw7gc1.j... | ||
CodeLlama 70B Local Deployment with JIT Compilation | 22 | CodeLlama 70B is now supported on [MLC LLM](https://github.com/mlc-ai/mlc-llm) — meaning local deployment everywhere!
Recently, MLC LLM added support for just-in-time (JIT) compilation, making the deployment process a lot easier (even with multi-GPUs) -- see how M2 Mac (left) and 2 x RTX4090 (right) have almost the sa... | 2024-02-02T18:43:52 | https://www.reddit.com/r/LocalLLaMA/comments/1ahawob/codellama_70b_local_deployment_with_jit/ | SnooMachines3070 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahawob | false | null | t3_1ahawob | /r/LocalLLaMA/comments/1ahawob/codellama_70b_local_deployment_with_jit/ | false | false | 22 | {'enabled': False, 'images': [{'id': 'FgfkwAZokuskCE0vW6eEzOyN9AVL1C7f53cLe76oTaw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/n_Olu46DbJuhE1P-82hLMxbuZar9WoriG9hze57-r9E.jpg?width=108&crop=smart&auto=webp&s=80f981c5416617407355d1153dcd1b4c1671ed71', 'width': 108}, {'height': 108, 'url': 'h... | |
Any Phi-2 model that does this? | 1 | This post comes out of desperation, I hope you understand, but I really need a Phi-2 model that supports both beam search AND generates the EOS token. Are there any versions on HF that do this? I can't seem to find any... | 2024-02-02T18:35:49 | https://www.reddit.com/r/LocalLLaMA/comments/1ahapxx/any_phi2_model_that_does_this/ | AromaticCantaloupe19 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ahapxx | false | null | t3_1ahapxx | /r/LocalLLaMA/comments/1ahapxx/any_phi2_model_that_does_this/ | false | false | default | 1 | null |
Clarification on Ollama and Performance of Various Models | 1 | Hi all,
Forgive me I'm new to the scene but I've been running a few different models locally through Ollama for the past month or so. With the recent announcement of code llama 70B I decided to take a deeper dive into using local models...I've read the wiki and few posts on this subreddit and I came out with even more... | 2024-02-02T17:59:04 | https://www.reddit.com/r/LocalLLaMA/comments/1ah9ue8/clarification_on_ollama_and_performance_of/ | No-Airport8006 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah9ue8 | false | null | t3_1ah9ue8 | /r/LocalLLaMA/comments/1ah9ue8/clarification_on_ollama_and_performance_of/ | false | false | self | 1 | null |
Two annoying things of LLama2 | 2 | Suppose I use this prompt:
`generate 30 questions about DNA`.
The answer is always:
Of course! Here are 30 questions about DNA:
and it proceeds to give me just 10 questions.
So, it is there a way to:
1. Get rid of this "Of course! Here are..." starting line
2. Is there a way to make it give me what I asked, x... | 2024-02-02T17:57:40 | https://www.reddit.com/r/LocalLLaMA/comments/1ah9t6q/two_annoying_things_of_llama2/ | CoolAppz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah9t6q | false | null | t3_1ah9t6q | /r/LocalLLaMA/comments/1ah9t6q/two_annoying_things_of_llama2/ | false | false | self | 2 | null |
Tokens/s with Mixtral 8×7B with 16 GB VRAM offloading? | 25 | I'm considering getting a 16 GB GPU for personal use. How fast would I be able to run Mixtral 8×7B Q2 or Q3 with a decent context size (8K, maybe 16K) offloading into the full 16 GB with no UI? Has anybody tried that? (System RAM is not a problem but it's cheap and dirty DDR4-3200.) | 2024-02-02T17:40:21 | https://www.reddit.com/r/LocalLLaMA/comments/1ah9eg4/tokenss_with_mixtral_87b_with_16_gb_vram/ | A_for_Anonymous | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah9eg4 | false | null | t3_1ah9eg4 | /r/LocalLLaMA/comments/1ah9eg4/tokenss_with_mixtral_87b_with_16_gb_vram/ | false | false | self | 25 | null |
Is there a way to make llama2 do not break lines inside paragraphs? | 1 | I use this prompt:
`generate explanation about dna`
The result is something like:
DNA (Deoxyribonucleic acid) is a long, complex molecule that contains the genetic instructions
used in the development and function of all living organisms. Its structure includes two
strands of nucleotides coiled together... | 2024-02-02T17:37:43 | https://www.reddit.com/r/LocalLLaMA/comments/1ah9c89/is_there_a_way_to_make_llama2_do_not_break_lines/ | CoolAppz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah9c89 | false | null | t3_1ah9c89 | /r/LocalLLaMA/comments/1ah9c89/is_there_a_way_to_make_llama2_do_not_break_lines/ | false | false | self | 1 | null |
Coalescence: making LLM inference 5x faster | 42 | Blog post: [https://blog.dottxt.co/coalescence.html](https://blog.dottxt.co/coalescence.html)
You may already know [Outlines](https://github.com/outlines-dev/outlines), which allows to generate valid JSON with any Open Source Large Language models. Structured generation in Outlines is as fast as standard generation... | 2024-02-02T16:58:08 | https://www.reddit.com/r/LocalLLaMA/comments/1ah8e9v/coalescence_making_llm_inference_5x_faster/ | GoBayesGo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah8e9v | false | null | t3_1ah8e9v | /r/LocalLLaMA/comments/1ah8e9v/coalescence_making_llm_inference_5x_faster/ | false | false | self | 42 | null |
Mixtral/NousResearch performance on Together | 1 | We are really impressed by Together's throughput. This video is our [Whatsapp bot](https://www.openindex.ai/whatsapp) using a Mixtral/NousResearch DPO model hosted by Together.
​
​
[WhatsApp bot video powered by Mixtral\/NousResearch DPO on Together.ai](https://reddit.com/link/1ah8e3n/video/t1kvw2tyc7g... | 2024-02-02T16:57:56 | https://www.reddit.com/r/LocalLLaMA/comments/1ah8e3n/mixtralnousresearch_performance_on_together/ | Electrical-Profile79 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah8e3n | false | null | t3_1ah8e3n | /r/LocalLLaMA/comments/1ah8e3n/mixtralnousresearch_performance_on_together/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'b5fsjWAAqZPGpVE4nfAOA2kAc2cinXtZPocL6UvZUHE', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/oih_fmDrnKFhOEVhK_irMPozoGc6wcxwwPG5ccMxsIQ.jpg?width=108&crop=smart&auto=webp&s=0ca06bab095c2fca148d9f4d7ec3a0cca2c8aacd', 'width': 108}], 'source': {'height': 18... | |
Building Local LLM for document Q&A via LangChain, Sentence Transformers, and FAISS | 1 | I would like to implement something like this -
[https://github.com/wombyz/gpt4all\_langchain\_chatbots/blob/main/custom\_knowledge\_chatbot.py](https://github.com/wombyz/gpt4all_langchain_chatbots/blob/main/custom_knowledge_chatbot.py)
But since GGML models are slower and inefficient, I have decided to go with a g... | 2024-02-02T16:43:06 | https://www.reddit.com/r/LocalLLaMA/comments/1ah81fj/building_local_llm_for_document_qa_via_langchain/ | Zuck7980 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah81fj | false | null | t3_1ah81fj | /r/LocalLLaMA/comments/1ah81fj/building_local_llm_for_document_qa_via_langchain/ | false | false | self | 1 | null |
Continuously expanding dataset | 1 | Hi!
I’m a bit stumped because I haven’t been able to figure this out. Is it possible to e.g continuously pipe my telegram chat histories into the dataset of a local llm without worrying about context length when asking it questions about my chat? I have hundreds of thousands of messages in there all related to my bus... | 2024-02-02T16:08:23 | https://www.reddit.com/r/LocalLLaMA/comments/1ah77q0/continuously_expanding_dataset/ | Quick_Ordinary_7899 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah77q0 | false | null | t3_1ah77q0 | /r/LocalLLaMA/comments/1ah77q0/continuously_expanding_dataset/ | false | false | self | 1 | null |
Llama cpp streaming on AWS Lambda | 1 | This might be a long shot but I am hoping someone can help me here. I have an LLM running on AWS Lambda and currently supports REST API but I wanted to enable streaming. I have set streaming to true and set a loop in my lambda function but I am unable to stream the response currently.
response_stream = MODE... | 2024-02-02T16:07:02 | https://www.reddit.com/r/LocalLLaMA/comments/1ah76m7/llama_cpp_streaming_on_aws_lambda/ | Allergic2Humans | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah76m7 | false | null | t3_1ah76m7 | /r/LocalLLaMA/comments/1ah76m7/llama_cpp_streaming_on_aws_lambda/ | false | false | self | 1 | null |
Weird GPT-4 classic responses.... (Speculative sampling??!!) | 1 | I've noticed that GPT-4 Classic seems to be employing a unique writing process, where it writes a segment of text, then retraces its steps, writes again, and so on. This process is reminiscent of the speculative sampling technique. In this approach, a simpler, less capable model generates initial guesses for the next t... | 2024-02-02T15:50:12 | https://www.reddit.com/r/LocalLLaMA/comments/1ah6sl4/weird_gpt4_classic_responses_speculative_sampling/ | Wrong_User_Logged | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah6sl4 | false | null | t3_1ah6sl4 | /r/LocalLLaMA/comments/1ah6sl4/weird_gpt4_classic_responses_speculative_sampling/ | false | false | self | 1 | null |
New leaderboards on HF! Enterprise use cases, and logic-based reasoning | 144 | We've got 2 new featured leaderboards on the hub.
1) Patronus published an Enterprise Scenarios Leaderboard
(accepts submissions)
It evaluates LLMs on several real world use cases (Finance documents, Legal confidentiality, Customer support, ...), which makes it grounded, and interesting for companies!
What is likely... | 2024-02-02T15:48:24 | https://www.reddit.com/r/LocalLLaMA/comments/1ah6r51/new_leaderboards_on_hf_enterprise_use_cases_and/ | clefourrier | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah6r51 | false | null | t3_1ah6r51 | /r/LocalLLaMA/comments/1ah6r51/new_leaderboards_on_hf_enterprise_use_cases_and/ | false | false | self | 144 | {'enabled': False, 'images': [{'id': 'jxdwORMhp1QT8I_XM1_qo9xANNbevWuSWfHu15Si83k', 'resolutions': [{'height': 55, 'url': 'https://external-preview.redd.it/FyANDDva0Iexeqcxtel1-JZe7Ly6icqGWY-20sVNr_0.jpg?width=108&crop=smart&auto=webp&s=504ff6491ef228cda7d4a461cf9be95b57887811', 'width': 108}, {'height': 111, 'url': 'h... |
Stupid question - Chat System prompt and Query System prompt? | 1 | I am having a lot of fun with PrivateGPT. For my organization I am looking into ways to link multiple sources of documentation into one friendly place. I currently made an API framework that imports entire Confluence spaces automatically, loving it so far!
But I am having trouble wrapping my head around these two di... | 2024-02-02T15:41:49 | https://www.reddit.com/r/LocalLLaMA/comments/1ah6m0m/stupid_question_chat_system_prompt_and_query/ | ICanSeeYou7867 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah6m0m | false | null | t3_1ah6m0m | /r/LocalLLaMA/comments/1ah6m0m/stupid_question_chat_system_prompt_and_query/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '5dKzJSXb9MZbgJCTPclq1qP1dcUdxLa8MgBq_-mP3pQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/x_drxCACq39BuDJkJWZOwEX0FF--jFc_PBdlhtPV43U.jpg?width=108&crop=smart&auto=webp&s=8a897140bca743fd4dd8c1be23b01f2d41285466', 'width': 108}, {'height': 108, 'url': 'h... |
A completely open-source AI Wearable device like Avi’s Tab, Rewind’s pendant, and Humane’s Pin | 37 | A completely open-source AI Wearable device like Avi’s Tab, Rewind’s pendant, and Humane’s Pin!
Not only is it open-source, where you can own your data and switch between foundation models, but you can actually set it up today, not in a few months (oh, and it's cheaper!)
The setup is also quite easy:
1. a s... | 2024-02-02T15:11:58 | https://www.reddit.com/r/LocalLLaMA/comments/1ah5y7n/a_completely_opensource_ai_wearable_device_like/ | No-Camel-3819 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah5y7n | false | null | t3_1ah5y7n | /r/LocalLLaMA/comments/1ah5y7n/a_completely_opensource_ai_wearable_device_like/ | false | false | self | 37 | {'enabled': False, 'images': [{'id': 'zMPbK1CwTHZ8kwbWlvHf9eWSbV1G8cypCJ7iCjmy5G0', 'resolutions': [{'height': 71, 'url': 'https://external-preview.redd.it/dYgn58DgcMSjg9LE1fmIzHdES2TjxZrZTFCBXopU5cw.jpg?width=108&crop=smart&auto=webp&s=52a4cf4a8e1b321de277ab8a17a55a74b1ef2512', 'width': 108}], 'source': {'height': 93,... |
M2 Macbook Air with 24GB good enough for a useful local knowledge base/chat? | 1 | I'm Considering getting MacBook Air M2 24GB to run llama 2 locally and utilize it for Obsidian. What's important to me is that it can take my entire knowledge base into consideration when asking questions and I need it to summarize stuff - so not just single pages.
General/Public knowlege is less important to me but i... | 2024-02-02T15:11:09 | https://www.reddit.com/r/LocalLLaMA/comments/1ah5xj9/m2_macbook_air_with_24gb_good_enough_for_a_useful/ | MattBurnes | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah5xj9 | false | null | t3_1ah5xj9 | /r/LocalLLaMA/comments/1ah5xj9/m2_macbook_air_with_24gb_good_enough_for_a_useful/ | false | false | self | 1 | null |
Merging Chains and Sequential Chains | 1 | I need to study about Merging Chains and Sequential Chains in LLM. Can you recommend any resources? Websites, books, videos... | 2024-02-02T15:02:00 | https://www.reddit.com/r/LocalLLaMA/comments/1ah5pzn/merging_chains_and_sequential_chains/ | NormalStatistical | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah5pzn | false | null | t3_1ah5pzn | /r/LocalLLaMA/comments/1ah5pzn/merging_chains_and_sequential_chains/ | false | false | self | 1 | null |
RAG limitations | 1 | [removed] | 2024-02-02T14:56:28 | https://www.reddit.com/r/LocalLLaMA/comments/1ah5ld6/rag_limitations/ | Gullible-Being-8595 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah5ld6 | false | null | t3_1ah5ld6 | /r/LocalLLaMA/comments/1ah5ld6/rag_limitations/ | false | false | self | 1 | null |
ChatGPT like UI for any project within 15 mins | 1 | [removed] | 2024-02-02T14:36:13 | https://www.reddit.com/r/LocalLLaMA/comments/1ah54pe/chatgpt_like_ui_for_any_project_within_15_mins/ | eschxr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah54pe | false | null | t3_1ah54pe | /r/LocalLLaMA/comments/1ah54pe/chatgpt_like_ui_for_any_project_within_15_mins/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'sRoPZ4zC7-VzVgSWdCvD1G9JoK0wGViKgk_2CUg-4Ds', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/ZADCARrKBM3MMmObizQbnRWwZTNYctsIRw8jnqbLYEc.jpg?width=108&crop=smart&auto=webp&s=068004b115ff00e56b276726a7a2b4118969ac77', 'width': 108}, {'height': 162, 'url': 'h... |
What would a perfect LLM look like, in principle? | 6 | This might be more of a philosophical discussion, not sure. I'll start with definitions.
Concept Space: A high dimensional vector space in which every concept imagineable (or otherwise?) can be represented by a specific vector.
Word/Token Space: The vector space that represents the vector space of single tokens. The... | 2024-02-02T14:27:03 | https://www.reddit.com/r/LocalLLaMA/comments/1ah4wwz/what_would_a_perfect_llm_look_like_in_principle/ | Responsible-Dig7538 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah4wwz | false | null | t3_1ah4wwz | /r/LocalLLaMA/comments/1ah4wwz/what_would_a_perfect_llm_look_like_in_principle/ | false | false | self | 6 | null |
Large Language Models for English to Portuguese Translation | 1 | Hello everyone, I would like recommendations for Large Language Models for translating texts from English to Portuguese and vice versa. Thank you in advance for any suggestions. | 2024-02-02T14:04:04 | https://www.reddit.com/r/LocalLLaMA/comments/1ah4f00/large_language_models_for_english_to_portuguese/ | NormalStatistical | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah4f00 | false | null | t3_1ah4f00 | /r/LocalLLaMA/comments/1ah4f00/large_language_models_for_english_to_portuguese/ | false | false | self | 1 | null |
fast model for roleplay or how to speed up the delivery of results | 1 | Hello subreddit. Tell me small models (3B) that are suitable for simple dialogues/roleplays. And who can explain how to use quantization and whether it will speed up the response time? I need an answer in about 1 second with a size of 30 tokens | 2024-02-02T13:54:52 | https://www.reddit.com/r/LocalLLaMA/comments/1ah47fq/fast_model_for_roleplay_or_how_to_speed_up_the/ | Big_Art5869 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah47fq | false | null | t3_1ah47fq | /r/LocalLLaMA/comments/1ah47fq/fast_model_for_roleplay_or_how_to_speed_up_the/ | false | false | nsfw | 1 | null |
Best newsletters / websites for LLM news? | 1 | Hi all - I’m new to the world of Gen AI (only really deeply following for the past year) and finding that I’m drowning in the information overload. So! Much! Content!
I follow the usual suspects like this subreddit and hacker news and google scholar for a few scholars relevant to my field but reading all the substacks... | 2024-02-02T13:41:14 | https://www.reddit.com/r/LocalLLaMA/comments/1ah3xge/best_newsletters_websites_for_llm_news/ | roablep | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah3xge | false | null | t3_1ah3xge | /r/LocalLLaMA/comments/1ah3xge/best_newsletters_websites_for_llm_news/ | false | false | self | 1 | null |
Synthetic nonsense data improves llama.cpp Quantization accuracy | 61 | So I had a suspicion from the beginning that using wikitext was suboptimal for quantization using llama.cpp's "Importance Matrix" measurements.
It appears I have proven myself correct.
KL Divergence is a metric to compare output probability distributions vs their original, to quantify how much change there is. The ab... | 2024-02-02T13:39:41 | https://www.reddit.com/r/LocalLLaMA/comments/1ah3w8d/synthetic_nonsense_data_improves_llamacpp/ | kindacognizant | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah3w8d | false | null | t3_1ah3w8d | /r/LocalLLaMA/comments/1ah3w8d/synthetic_nonsense_data_improves_llamacpp/ | false | false | 61 | null | |
Help needed with the dreaded CUDA Out of Memory while running Llama-2-7b-hf | 1 | Hello all,
A newbie here.
I am getting the dreaded "CUDA Out of memory error" while trying to run inference on meta-llama/Llama-2-7b-hf.
I have \[product: TU106 \[GeForce RTX 2060 Rev. A\]\]
Thank you in advance for any help.
Including the full code base here:
`import torchfrom datasets import load_datasetfrom tr... | 2024-02-02T13:31:14 | https://www.reddit.com/r/LocalLLaMA/comments/1ah3q19/help_needed_with_the_dreaded_cuda_out_of_memory/ | Difficult-Tomato-624 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah3q19 | false | null | t3_1ah3q19 | /r/LocalLLaMA/comments/1ah3q19/help_needed_with_the_dreaded_cuda_out_of_memory/ | false | false | self | 1 | null |
Help with CUDA out of memory error - while running LLAMA2 - meta-llama/Llama-2-7b-hf | 1 | Hello all,
A newbie here.
I am getting the dreaded "CUDA Out of memory error" while trying to run inference on meta-llama/Llama-2-7b-hf.
Thank you in advance for any help.
Including the full code base here:
`import torch`
`from datasets import load_dataset`
`from transformers import (`
`AutoModelForCausalLM... | 2024-02-02T13:27:27 | https://www.reddit.com/r/LocalLLaMA/comments/1ah3n8b/help_with_cuda_out_of_memory_error_while_running/ | Difficult-Tomato-624 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah3n8b | false | null | t3_1ah3n8b | /r/LocalLLaMA/comments/1ah3n8b/help_with_cuda_out_of_memory_error_while_running/ | false | false | self | 1 | null |
People with macs ( M1, M2, M3 ) What are your inference speeds? asking for a friend... | 84 | Recently i came to a weird situation where macs are able to inference and train models **exceptionally fast compared to CPUs** and some even **rival GPUS** for like 1/10-th the power draw.
I am now very much interested in using mac mini as part of my home server for that very reason.
However I dont have a mac... I'm... | 2024-02-02T13:03:07 | https://www.reddit.com/r/LocalLLaMA/comments/1ah367r/people_with_macs_m1_m2_m3_what_are_your_inference/ | niftylius | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah367r | false | null | t3_1ah367r | /r/LocalLLaMA/comments/1ah367r/people_with_macs_m1_m2_m3_what_are_your_inference/ | false | false | self | 84 | null |
What are your parameters to launch Goliath or Mistral on RTX4090 ? | 5 | Hello everyone,
I’m a bit new into this field, I have downloaded Goliath-120B, Nous Capybara-34B, Mistral 34x2b and mistral 8x7B but the speed is very slow. I have RTX 4090 and 64GB RAM, is that enough ?
What is your settings in oobabooga ? Do you use llama.cpp or other loader ?
I’m trying to use privategpt and Sill... | 2024-02-02T12:59:43 | lewdstoryart | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ah33gc | false | null | t3_1ah33gc | /r/LocalLLaMA/comments/1ah33gc/what_are_your_parameters_to_launch_goliath_or/ | false | false | 5 | {'enabled': True, 'images': [{'id': 'wSBPEeB50RU6fJuxxMfwbEHYKByrRt9jBHB1znKqb2E', 'resolutions': [{'height': 95, 'url': 'https://preview.redd.it/zypd0lky66gc1.jpeg?width=108&crop=smart&auto=webp&s=d5bed7bf5532d8e74908fcf0507431b456497971', 'width': 108}, {'height': 190, 'url': 'https://preview.redd.it/zypd0lky66gc1.jp... | ||
Why does GPTQ models not have stream=True argument | 1 | [removed] | 2024-02-02T12:08:40 | https://www.reddit.com/r/LocalLLaMA/comments/1ah270z/why_does_gptq_models_not_have_streamtrue_argument/ | albusdd_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah270z | false | null | t3_1ah270z | /r/LocalLLaMA/comments/1ah270z/why_does_gptq_models_not_have_streamtrue_argument/ | false | false | self | 1 | null |
Joke GPT | 1 | Check out my very popular new GPT:
"The Ultimate Joke GPT":
[https://chat.openai.com/g/g-1dxPadgO8-the-ultimate-joke-gpt](https://chat.openai.com/g/g-1dxPadgO8-the-ultimate-joke-gpt)
[\#ChatGPT](https://twitter.com/hashtag/ChatGPT?src=hashtag_click) [\#GPTStore](https://twitter.com/hashtag/GPTStore?src=hashta... | 2024-02-02T11:52:55 | https://www.reddit.com/r/LocalLLaMA/comments/1ah1xmn/joke_gpt/ | Sufficient-Floor-511 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah1xmn | false | null | t3_1ah1xmn | /r/LocalLLaMA/comments/1ah1xmn/joke_gpt/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'Qe66sB2awc7er0FiVu8vd_xM3IHVc7YBHq23dHEpQmw', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/gPlhwnXEbjDA9lDwp4cHnzxxShC_ViCCDvSyH70AI98.jpg?width=108&crop=smart&auto=webp&s=4ebbc22416ac8b7868932e70b5df0051e761379f', 'width': 108}, {'height': 216, 'url': '... |
Chat with PDFs using function calling | 1 | [removed] | 2024-02-02T11:32:36 | https://www.reddit.com/r/LocalLLaMA/comments/1ah1m4y/chat_with_pdfs_using_function_calling/ | ashpreetbedi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah1m4y | false | null | t3_1ah1m4y | /r/LocalLLaMA/comments/1ah1m4y/chat_with_pdfs_using_function_calling/ | false | false | self | 1 | null |
Introducing LLM-Powered Robots: MachinaScript for Robots | 111 | 2024-02-02T10:56:30 | Neptun0 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ah1243 | false | null | t3_1ah1243 | /r/LocalLLaMA/comments/1ah1243/introducing_llmpowered_robots_machinascript_for/ | false | false | 111 | {'enabled': True, 'images': [{'id': 'v0LxuJLf4W76bdrrWMsjXxBx0NzA2BBLjGI6A8moDD8', 'resolutions': [{'height': 54, 'url': 'https://preview.redd.it/9ekcjunvk5gc1.png?width=108&crop=smart&auto=webp&s=f36cb27b83db1302a464d5746d7301c8c1c7995f', 'width': 108}, {'height': 108, 'url': 'https://preview.redd.it/9ekcjunvk5gc1.png... | |||
Feedback Needed | 1 | Below is a side-by-side comparison of the responses from OpenChat3.5, GPT-3.5, and GPT-4 with tools in a table format using Markdown code block:
​
\`\`\`markdown
| Model | Altitude of 8L Rocket (meters) | Plant Growth under Blue Light (cm/day) | Purity of Charcoal Filter (%) | Corrected Purity I... | 2024-02-02T10:50:38 | https://www.reddit.com/r/LocalLLaMA/comments/1ah0z17/feedback_needed/ | adeelahmadch | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah0z17 | false | null | t3_1ah0z17 | /r/LocalLLaMA/comments/1ah0z17/feedback_needed/ | false | false | self | 1 | null |
🦙 Llama compatible version of Qwen-72B | 18 | I published a🦙 llama-compatible version of the excellent base model [Qwen-72B](https://huggingface.co/Qwen/Qwen-72B). While it achieves a lower score than the original model according to [🤗 Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard), this 🦙 llama-compatible version coul... | 2024-02-02T10:46:19 | https://www.reddit.com/r/LocalLLaMA/comments/1ah0wqe/llama_compatible_version_of_qwen72b/ | Weyaxi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah0wqe | false | null | t3_1ah0wqe | /r/LocalLLaMA/comments/1ah0wqe/llama_compatible_version_of_qwen72b/ | false | false | 18 | {'enabled': False, 'images': [{'id': 'J-_hgnUJ-bAb6IC8_h-E1GYPdsQ9niI6MLaxlek5vxc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/rG2_L1qysQMiUR-9BWbNqbNisg6bgFvNp6o7o8GQVAg.jpg?width=108&crop=smart&auto=webp&s=2f8f58e6e03e22584b1b8a506a230dd12edf7c3d', 'width': 108}, {'height': 116, 'url': 'h... | |
Miqu is now on the Open LLM Leaderboard, achieving a score of 76.59 | 177 | Miqu's evaluation was recently completed on the Open LLM Leaderboard, where Miqu achieved an average score of 76.59.
[https://huggingface.co/152334H/miqu-1-70b-sf](https://huggingface.co/152334H/miqu-1-70b-sf)
https://preview.redd.it/u7q9c3dx85gc1.png?width=1731&format=png&auto=webp&s=81f026c4ff50fbd755394e00e0b6d56c... | 2024-02-02T09:50:53 | https://www.reddit.com/r/LocalLLaMA/comments/1ah04ci/miqu_is_now_on_the_open_llm_leaderboard_achieving/ | Weyaxi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah04ci | false | null | t3_1ah04ci | /r/LocalLLaMA/comments/1ah04ci/miqu_is_now_on_the_open_llm_leaderboard_achieving/ | false | false | 177 | {'enabled': False, 'images': [{'id': 'qpgih8ECI2CT55esDPFPiYinbKN4-dzK53zS_rU7hY4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/GYoDcf-x543ZlkKBe8-ItND_1vwIeneuCnJ8PyTs46w.jpg?width=108&crop=smart&auto=webp&s=14299634b8200f4a75070c42a2031f01e5f3b925', 'width': 108}, {'height': 116, 'url': 'h... | |
What is the best Language-Vision Large Model in your experince ? | 18 | Based on my tests, I found [Qwen-VL-Max](https://huggingface.co/spaces/Qwen/Qwen-VL-Max) and [Qwen-VL-Plus](https://huggingface.co/spaces/Qwen/Qwen-VL-Plus) to be the best models in extracting text out of images and giving interesting responses. (The problem is that they are closed source.)
What is the best based on y... | 2024-02-02T09:49:54 | https://www.reddit.com/r/LocalLLaMA/comments/1ah03t8/what_is_the_best_languagevision_large_model_in/ | Puzzleheaded_Mall546 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ah03t8 | false | null | t3_1ah03t8 | /r/LocalLLaMA/comments/1ah03t8/what_is_the_best_languagevision_large_model_in/ | false | false | self | 18 | {'enabled': False, 'images': [{'id': 'TqTxq6laeDmS3WGhyn47lFk2IATvbQGyZ17J7EzrTpI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/BaFIUWy0FZEtN2Ym8OZDHSW8QP7_y-mt44NWTqWrI2g.jpg?width=108&crop=smart&auto=webp&s=6c6c01f4c49a27cea1afd19bc6845c3009f1b44e', 'width': 108}, {'height': 116, 'url': 'h... |
Run the leaked Mistral Mediumb LLM, miqu-1-70B across GPUs CPUs and OSes | 1 | 2024-02-02T09:10:25 | https://www.secondstate.io/articles/miqu-1-70b/ | smileymileycoin | secondstate.io | 1970-01-01T00:00:00 | 0 | {} | 1agzkas | false | null | t3_1agzkas | /r/LocalLLaMA/comments/1agzkas/run_the_leaked_mistral_mediumb_llm_miqu170b/ | false | false | default | 1 | null | |
Defense against desinformation programed LLM | 1 | Imagne scenario where Russia starts their own AI server, programmed to spread misinformation supporting Russian propaganda.
It is possible to corrupt another model, and afterwards it's not ease to undo the corruption. For now it's fixed state, always resting back to "default". But despite that.
Would it be possible t... | 2024-02-02T09:09:52 | https://www.reddit.com/r/LocalLLaMA/comments/1agzjyt/defense_against_desinformation_programed_llm/ | Brave-Decision-1944 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agzjyt | false | null | t3_1agzjyt | /r/LocalLLaMA/comments/1agzjyt/defense_against_desinformation_programed_llm/ | false | false | self | 1 | null |
MiniCPM: An end-side LLM achieves equivalent performance to Mistral-7B, and outperforms Llama2-13B | 27 | Github: [github.com/OpenBMB/MiniCPM](https://t.co/aO2HBTLdO8)
Huggingface: [https://huggingface.co/openbmb/MiniCPM-2B-sft-bf16](https://huggingface.co/openbmb/MiniCPM-2B-sft-bf16)
Tech report: [https://shengdinghu.notion.site/MiniCPM-Unveiling-the-Potential-of-End-side-Large-Language-Models-d4d3a8c426424654a4e80e42a7... | 2024-02-02T09:02:54 | https://www.reddit.com/r/LocalLLaMA/comments/1agzgme/minicpm_an_endside_llm_achieves_equivalent/ | x_swordfaith_l | self.LocalLLaMA | 2024-02-03T06:44:17 | 0 | {} | 1agzgme | false | null | t3_1agzgme | /r/LocalLLaMA/comments/1agzgme/minicpm_an_endside_llm_achieves_equivalent/ | false | false | 27 | {'enabled': False, 'images': [{'id': 'WGxJ8YIP7cm4FO16l6DX8jHTX1koc02Nj1SQEZsRiL0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/pFu3U4IUaYfWI2YqoeCAMlyO0j3vSjK-YmuzjB6bqIc.jpg?width=108&crop=smart&auto=webp&s=8fb178e836f6d10d5962e410d372a7c86abdbb6b', 'width': 108}, {'height': 108, 'url': 'h... | |
Can any concept be represented in a high dimensional vector space? | 4 | I've been looking at translation models, specifically encoder decoder, and I've been sorta able to get it, but I wonder why this doesn't work:
Rather than just having word2vec, train a model on "span2vec" which really just means "concept2vec" assuming any concept suitable for translation can be represented as a span. ... | 2024-02-02T08:49:11 | https://www.reddit.com/r/LocalLLaMA/comments/1agz9su/can_any_concept_be_represented_in_a_high/ | Responsible-Dig7538 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agz9su | false | null | t3_1agz9su | /r/LocalLLaMA/comments/1agz9su/can_any_concept_be_represented_in_a_high/ | false | false | self | 4 | null |
MiniCPM: An end-side LLM achieves equivalent performance to the Mistral-7B, and outperforms Llama2-13B | 1 | [removed] | 2024-02-02T08:32:48 | https://www.reddit.com/r/LocalLLaMA/comments/1agz1v8/minicpm_an_endside_llm_achieves_equivalent/ | x_swordfaith_l | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agz1v8 | false | null | t3_1agz1v8 | /r/LocalLLaMA/comments/1agz1v8/minicpm_an_endside_llm_achieves_equivalent/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'RBJ9vxqYfF1Mq8bfHUO9pEJQy93nGJyHLIZxcdJ61m8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/7Z6MgQvELeFDOViepev3aTNa161GFDXJC3gCX8rvaE8.jpg?width=108&crop=smart&auto=webp&s=3cac0671eaf1ad30581df97fae4fc45b9b25d719', 'width': 108}, {'height': 108, 'url': 'h... | |
Adding adding more RAM (CPU + Offload)? | 2 | Thinking about adding additional 32GB for a total of 64 so I can run larger 70B models. Mainly for RP and casual stuff. I'm kinda new to this stuff so not sure how just running larger model on same processing power gonna pan out.
Me specs: 7800x3D + 6950xt on windows.
Using llama compliled with CLBlast for GPU offloa... | 2024-02-02T07:56:55 | https://www.reddit.com/r/LocalLLaMA/comments/1agyjty/adding_adding_more_ram_cpu_offload/ | abhiccc1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agyjty | false | null | t3_1agyjty | /r/LocalLLaMA/comments/1agyjty/adding_adding_more_ram_cpu_offload/ | false | false | default | 2 | null |
$90-150k workstation options & performance estimates | 1 | Hello!
Let’s say we have budget in range of 90-150k usd and following targets:
- running extra large models, like Goliath or next following to create synthetic datasets
- fine tuning 7-13-30b models with such datasets and then running extreme large datasets through interference, for example hundreds or thousands art... | 2024-02-02T06:52:15 | https://www.reddit.com/r/LocalLLaMA/comments/1agxmax/90150k_workstation_options_performance_estimates/ | viktorhorou | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agxmax | false | null | t3_1agxmax | /r/LocalLLaMA/comments/1agxmax/90150k_workstation_options_performance_estimates/ | false | false | self | 1 | null |
How to solve schema problems in text-to-sql bot? | 1 | [removed] | 2024-02-02T06:29:12 | https://www.reddit.com/r/LocalLLaMA/comments/1agx9as/how_to_solve_schema_problems_in_texttosql_bot/ | HappyDataGuy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agx9as | false | null | t3_1agx9as | /r/LocalLLaMA/comments/1agx9as/how_to_solve_schema_problems_in_texttosql_bot/ | false | false | self | 1 | null |
2XA6000s, NVLINK, 82Gb VRAM, 132GB RAM, Threadripper. What is the best I can run? | 7 | So I have just been handles a system thats waaaaayyy overpowered than I have ever worked in my life!
The only gripe (or not?) being its running ubuntu. I am new to Linux but Bing Copilot is helping me with commands in the terminal, so far so good.
My tasks are creating workflows for my organisation and thus I work ac... | 2024-02-02T04:51:57 | https://www.reddit.com/r/LocalLLaMA/comments/1agvlzk/2xa6000s_nvlink_82gb_vram_132gb_ram_threadripper/ | card_chase | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agvlzk | false | null | t3_1agvlzk | /r/LocalLLaMA/comments/1agvlzk/2xa6000s_nvlink_82gb_vram_132gb_ram_threadripper/ | false | false | default | 7 | null |
Cabinet Designing AI | 7 | I'm a cabinet manufacturer and I wanted to see if you guys have any input on how I can build a model or train a model for cabinet manufacturing relating optimization, finding error in the design ( example: fridge door will hit adjacent cabinet) or I tell it want I want reveal detail and it make that adjustment through ... | 2024-02-02T04:46:33 | https://www.reddit.com/r/LocalLLaMA/comments/1agviet/cabinet_designing_ai/ | pokeyou21 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agviet | false | null | t3_1agviet | /r/LocalLLaMA/comments/1agviet/cabinet_designing_ai/ | false | false | self | 7 | null |
Optimize parameters automatically | 1 | Like a calibration routine. Like an optimize video settings button, that runs the model through a series of tests to calibrate the optimal parameter settings automatically.
While I seem to have found pretty darn good settings for most of the models I use, I still feel like it's probably not as good as it could be and ... | 2024-02-02T02:53:38 | https://www.reddit.com/r/LocalLLaMA/comments/1agtec4/optimize_parameters_automatically/ | skatardude10 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agtec4 | false | null | t3_1agtec4 | /r/LocalLLaMA/comments/1agtec4/optimize_parameters_automatically/ | false | false | self | 1 | null |
How do I know what context length a model was trained to work with? Sometimes it says on the model card, sometimes it doesn't? | 2 | How do I know what context length a model was trained to work with? Sometimes it says on the model card, sometimes it doesn't?
These models, I have no clue what context length they're trained for, but I'd assume 8k. I'd assume 8k I suppose for any model without the 16k or 32k or 200k in the title of the model, but,... | 2024-02-02T01:44:41 | https://www.reddit.com/r/LocalLLaMA/comments/1agrze7/how_do_i_know_what_context_length_a_model_was/ | namad | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agrze7 | false | null | t3_1agrze7 | /r/LocalLLaMA/comments/1agrze7/how_do_i_know_what_context_length_a_model_was/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'pE6GJUq41oq1EzCnvrmhCeOw6qnjS9eXY80Fbug0Bjk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/3YBxfjsmxDYr1Iq-fScvm1SSI3cHKN8vvDnmLMEj7wk.jpg?width=108&crop=smart&auto=webp&s=944c66cece987dbde8ce37f537cf2adfe6ca5f54', 'width': 108}, {'height': 116, 'url': 'h... |
[llama.cpp] Experimental LLaVA 1.6 Quants (34B and Mistral 7B) | 49 | For anyone looking for image to text, I got some experimental GGUF quants for LLaVA 1.6
They were prepared through \[this hacky script\]([https://gist.github.com/cjpais/59fb7fcb5256ed0aea339b0a35eac899](https://gist.github.com/cjpais/59fb7fcb5256ed0aea339b0a35eac899)) and is likely missing some of the magic from the o... | 2024-02-02T01:42:13 | https://www.reddit.com/r/LocalLLaMA/comments/1agrxnz/llamacpp_experimental_llava_16_quants_34b_and/ | sipjca | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agrxnz | false | null | t3_1agrxnz | /r/LocalLLaMA/comments/1agrxnz/llamacpp_experimental_llava_16_quants_34b_and/ | false | false | self | 49 | {'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... |
Has anyone tried this new model from Open BMB? | 15 | It’s stats seem really good for a 2B model
https://huggingface.co/openbmb/MiniCPM-2B-dpo-fp32 | 2024-02-02T01:32:35 | https://www.reddit.com/r/LocalLLaMA/comments/1agrqn6/has_anyone_tried_this_new_model_from_open_bmb/ | Salguydudeman | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agrqn6 | false | null | t3_1agrqn6 | /r/LocalLLaMA/comments/1agrqn6/has_anyone_tried_this_new_model_from_open_bmb/ | false | false | self | 15 | {'enabled': False, 'images': [{'id': 'Nu0BlctI_4Q9koxnjCH9pq4V1FKcukF6MuNW76Po9NA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/gjVEqDUyrqdUbyW5-FOYjMn4ZBhlwklw_Wp2OSzEkz4.jpg?width=108&crop=smart&auto=webp&s=0776488b9e8350b6820f638954f1de6dfb18b7ca', 'width': 108}, {'height': 116, 'url': 'h... |
Has anyone encountered Mistral’s tendency to use the escaped underscore token \\_? | 2 | I am trying out TaskWeaver, which instructs models to respond in json. For keys that contain an underscore, it returns token 14048 which is the escaped escaped underscore (\\_). When this is parsed it becomes \_. So when Taskweaver tries to read the response it does not contain the keys it’s looking for. Typically wi... | 2024-02-02T01:15:06 | https://www.reddit.com/r/LocalLLaMA/comments/1agrddy/has_anyone_encountered_mistrals_tendency_to_use/ | aaronr_90 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agrddy | false | null | t3_1agrddy | /r/LocalLLaMA/comments/1agrddy/has_anyone_encountered_mistrals_tendency_to_use/ | false | false | self | 2 | null |
What can I run? | 1 | So recently I got a gaming laptop for my work which involve graphic design and 3d stuff not the focus however.
It's a Lenovo Legion pro 7i 4090L
i9-13900HX Processor (24 Cores, 32 Threads)
32 gigs RAM
16 gigs VRAM (bit of a ripoff I know)
I originally bought it so I would never have to worry about an upgrade for a... | 2024-02-02T01:13:30 | https://www.reddit.com/r/LocalLLaMA/comments/1agrc81/what_can_i_run/ | IZA_does_the_art | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agrc81 | false | null | t3_1agrc81 | /r/LocalLLaMA/comments/1agrc81/what_can_i_run/ | false | false | self | 1 | null |
Any coding LLM better than DeepSeek coder? | 42 | Curious to know if there’s any coding LLM that understands language very well and also have a strong coding ability that is on par / surpasses that of Deepseek?
Talking about 7b models | 2024-02-02T01:10:15 | https://www.reddit.com/r/LocalLLaMA/comments/1agr9qo/any_coding_llm_better_than_deepseek_coder/ | plsendfast | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1agr9qo | false | null | t3_1agr9qo | /r/LocalLLaMA/comments/1agr9qo/any_coding_llm_better_than_deepseek_coder/ | false | false | self | 42 | null |
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