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Has there ever been research on what parameter settings work best depending on what the user is using the LLM for? | 8 | Let's take, for example, story writing where you write scene by scene by prompting for each scene individually. With Oobabooga's simple-1 settings, I feel like it works almost like I wish it did, but it really isn't quite there (though this may be a problem with the model itself since I can't run the most capable model... | 2024-03-16T13:06:37 | https://www.reddit.com/r/LocalLLaMA/comments/1bg5onb/has_there_ever_been_research_on_what_parameter/ | Anxious-Ad693 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bg5onb | false | null | t3_1bg5onb | /r/LocalLLaMA/comments/1bg5onb/has_there_ever_been_research_on_what_parameter/ | false | false | self | 8 | null |
OpenAi Grok Source Repository | 1 | 2024-03-16T12:59:47 | https://github.com/openai/grok | Sol_Ido | github.com | 1970-01-01T00:00:00 | 0 | {} | 1bg5jp5 | false | null | t3_1bg5jp5 | /r/LocalLLaMA/comments/1bg5jp5/openai_grok_source_repository/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'XRC6KucsVrGri5MtS7zpkzwT5PaRhwXXidl-JxSUT2Q', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/4EseVhoL-S6s8i6H2BURT56MWkyPhmfnIr3zmxUCjU8.jpg?width=108&crop=smart&auto=webp&s=774d5a4ba4d8f71f681ff1bdd43410e72668fefb', 'width': 108}, {'height': 108, 'url': 'h... | ||
Optimizing Fine-Tuning Parameters for LLaMA 2 with a Small Dataset | 1 | [removed] | 2024-03-16T12:35:11 | https://www.reddit.com/r/LocalLLaMA/comments/1bg5353/optimizing_finetuning_parameters_for_llama_2_with/ | Horizonard | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bg5353 | false | null | t3_1bg5353 | /r/LocalLLaMA/comments/1bg5353/optimizing_finetuning_parameters_for_llama_2_with/ | false | false | self | 1 | null |
Sample of erp Gemini reply, just avoid filtered words and use other words | 1 | 2024-03-16T12:20:06 | headacheack2 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1bg4t96 | false | null | t3_1bg4t96 | /r/LocalLLaMA/comments/1bg4t96/sample_of_erp_gemini_reply_just_avoid_filtered/ | false | false | nsfw | 1 | {'enabled': True, 'images': [{'id': 'XousrpvjvFW1HAtcvhfpbMhEwfmoavUMjgU6Gl8zhmw', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/m3ttd5b3vooc1.jpeg?width=108&crop=smart&auto=webp&s=bcabcfb081f326ee1ec68305b46f7a446a56cf3b', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/m3ttd5b3vooc1.j... | ||
As someone with very shallow understanding of AI models, I have an idealistic idea and I'd like to hear your thoughts. | 1 | What if, in 5 years from now (maybe 10?), we have pre-trained multimodal models that can watch an entire movie or show and form a relatively deep and nuanced understanding of what the movie or show portrays.
Then we let those models watch the shows that we've already produced that portray either a better world or othe... | 2024-03-16T12:14:32 | https://www.reddit.com/r/LocalLLaMA/comments/1bg4pw5/as_someone_with_very_shallow_understanding_of_ai/ | live_love_laugh | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bg4pw5 | false | null | t3_1bg4pw5 | /r/LocalLLaMA/comments/1bg4pw5/as_someone_with_very_shallow_understanding_of_ai/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'RZQdHvUWDf-Ng7PfbRIW7tVgmEL8iKgI2FEGjgo_jOw', 'resolutions': [{'height': 162, 'url': 'https://external-preview.redd.it/0wgkVLdFTtLsJhMhSoxiVRdjfwt9G8AJoQbPMZoJHL4.jpg?width=108&crop=smart&auto=webp&s=6603a09e394bddcd3b2f79088cc0dca253b35e80', 'width': 108}, {'height': 324, 'url': '... |
Local App for Switching Between Models? | 1 | Hey guys,
Sorry if this is a noob question but I'm a bit new to all the AI tech. I wanted to know if there was a quick way to integrate api keys locally and switch between models and potentially have a nice UI interface locally. Does something like that exist? I'm sure I could code it up but didn't want to waste time ... | 2024-03-16T12:03:29 | https://www.reddit.com/r/LocalLLaMA/comments/1bg4iwb/local_app_for_switching_between_models/ | Sad_Laugh_8337 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bg4iwb | false | null | t3_1bg4iwb | /r/LocalLLaMA/comments/1bg4iwb/local_app_for_switching_between_models/ | false | false | self | 1 | null |
What's in a GGUF? | 22 | Source: https://twitter.com/mishig25/status/1768598452869448155 | 2024-03-16T12:02:28 | m18coppola | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1bg4i7n | false | null | t3_1bg4i7n | /r/LocalLLaMA/comments/1bg4i7n/whats_in_a_gguf/ | false | false | 22 | {'enabled': True, 'images': [{'id': 'TS7ZvOfFpjX4GmZSELkhmHOAlPa0FmegqdKhOoalgmw', 'resolutions': [{'height': 78, 'url': 'https://preview.redd.it/shqtue4yrooc1.jpeg?width=108&crop=smart&auto=webp&s=a32c120ab5f842c99e67ee6e36670624de1f1d7d', 'width': 108}, {'height': 157, 'url': 'https://preview.redd.it/shqtue4yrooc1.jp... | ||
M2 Studio vs M3 Pro: Could someone possibly help me break it down? | 1 | [removed]
[View Poll](https://www.reddit.com/poll/1bg4dhp) | 2024-03-16T11:54:37 | https://www.reddit.com/r/LocalLLaMA/comments/1bg4dhp/m2_studio_vs_m3_pro_could_someone_possibly_help/ | nicolay-ai | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bg4dhp | false | null | t3_1bg4dhp | /r/LocalLLaMA/comments/1bg4dhp/m2_studio_vs_m3_pro_could_someone_possibly_help/ | false | false | self | 1 | null |
Optimal way to chunk word document for RAG(semantic chunking giving bad results) | 1 | [removed] | 2024-03-16T11:33:20 | https://www.reddit.com/r/LocalLLaMA/comments/1bg41gc/optimal_way_to_chunk_word_document_for/ | Silver_Equivalent_58 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bg41gc | false | null | t3_1bg41gc | /r/LocalLLaMA/comments/1bg41gc/optimal_way_to_chunk_word_document_for/ | false | false | self | 1 | null |
Working on open-source perplexity ai | 82 | Hey guys, I am think of building an open-source version of Perplexity to let devs play around with it.
But with all the existing tools available what features would you want? Anything specific? What is missing?
Currently working on -
1. Streaming text
2. Citations sources
3. Image and file upload
4. Chat history and... | 2024-03-16T11:20:45 | https://omniplex.vercel.app | bishalsaha99 | omniplex.vercel.app | 1970-01-01T00:00:00 | 0 | {} | 1bg3ug0 | false | null | t3_1bg3ug0 | /r/LocalLLaMA/comments/1bg3ug0/working_on_opensource_perplexity_ai/ | false | false | 82 | {'enabled': False, 'images': [{'id': 'kLrFhGqvnqiD6CWzmat7j7Xuga5LBv40lGJg-KuXCPc', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/QJOxS5ERbTIKTQQHd0QWisyWhu8_9Ytf6zp1lC4y_2g.jpg?width=108&crop=smart&auto=webp&s=dc5150f773836c9f5330651b3c91e92229ec20eb', 'width': 108}, {'height': 121, 'url': 'h... | |
Help me pick between x2 3090 or x2 3090 ti | 1 | Hello, I am putting together a system with 48 gb and was between x2 3090 or spend $200 more for x2 3090 ti. I am wondering if there are any additional advantage to getting the ti? I will mostly be doing inferencing. Thanks! | 2024-03-16T11:12:14 | https://www.reddit.com/r/LocalLLaMA/comments/1bg3puh/help_me_pick_between_x2_3090_or_x2_3090_ti/ | Critpoint | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bg3puh | false | null | t3_1bg3puh | /r/LocalLLaMA/comments/1bg3puh/help_me_pick_between_x2_3090_or_x2_3090_ti/ | false | false | self | 1 | null |
Health concierge | 1 | I am working on a Heath concierge based on local llama 1B
DARNAHI: WHO AM I?
About Darnahi
=============
Darnahi is a home computer program that securely manages your medical details and can provide personalized health recommendations and answers using artificial intelligence.
- Darnahi is a personal health assistant... | 2024-03-16T11:06:36 | https://www.reddit.com/r/LocalLLaMA/comments/1bg3muh/health_concierge/ | TestPilot1980 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bg3muh | false | null | t3_1bg3muh | /r/LocalLLaMA/comments/1bg3muh/health_concierge/ | false | false | self | 1 | null |
LLM as real life character | 1 | [removed] | 2024-03-16T10:41:26 | https://www.reddit.com/r/LocalLLaMA/comments/1bg38z1/llm_as_real_life_character/ | Snoo62259 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bg38z1 | false | null | t3_1bg38z1 | /r/LocalLLaMA/comments/1bg38z1/llm_as_real_life_character/ | false | false | self | 1 | null |
Understanding ChatGPT knowledge updates | 34 | We know that ChatGPT knowledge cutoff dates were [updated](https://www.zdnet.com/article/chatgpt-is-no-longer-as-clueless-about-recent-events/). **How did they do it?** Possible ways AFAIK:
* Train new version from scratch on updated dataset (spammable on Microsoft GPUs yet?)
* Fine-tune ([not reliable](https://arxiv.... | 2024-03-16T10:07:54 | https://www.reddit.com/r/LocalLLaMA/comments/1bg2s2n/understanding_chatgpt_knowledge_updates/ | npza | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bg2s2n | false | null | t3_1bg2s2n | /r/LocalLLaMA/comments/1bg2s2n/understanding_chatgpt_knowledge_updates/ | false | false | self | 34 | {'enabled': False, 'images': [{'id': 'T7zHxge8MrIJ5SR6bSvabRDvVrOit9LBGpeIdfKUz44', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/SsoqjYXE2SXnRsS_SZzVrncxEmlxL3KGG89msb_rqY8.jpg?width=108&crop=smart&auto=webp&s=ccb6f486a3e81c5e96395fb24c9da78bc0898058', 'width': 108}, {'height': 121, 'url': 'h... |
Goliath 120b on openrouter vs on Runpod: which is best and cheaper for occasional use ? | 11 | Unfortunately Goliath isn't there on together.ai so I'm looking for an alternative way to be able to try it out thoroughly because it seems very valid to me for generating stories, at Gpt4 level but without stupid censorship. | 2024-03-16T09:48:43 | https://www.reddit.com/r/LocalLLaMA/comments/1bg2i8d/goliath_120b_on_openrouter_vs_on_runpod_which_is/ | Polstick1971 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bg2i8d | false | null | t3_1bg2i8d | /r/LocalLLaMA/comments/1bg2i8d/goliath_120b_on_openrouter_vs_on_runpod_which_is/ | false | false | self | 11 | null |
Qwen2idae-16x14B_mixtral of lora released | 48 | [https://huggingface.co/hywu/Qwen2idae-16x14B-v1.0](https://huggingface.co/hywu/Qwen2idae-16x14B-v1.0)
The perf looks really good, but I haven't seem anyone talk about it.
It's equal to a 15B model in size.
we have sparsetral,camelidae and now qwen2idae.
https://preview.redd.it/8v1tzvezwnoc1.png?width=747&format=p... | 2024-03-16T09:12:20 | https://www.reddit.com/r/LocalLLaMA/comments/1bg20ez/qwen2idae16x14b_mixtral_of_lora_released/ | shing3232 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bg20ez | false | null | t3_1bg20ez | /r/LocalLLaMA/comments/1bg20ez/qwen2idae16x14b_mixtral_of_lora_released/ | false | false | 48 | {'enabled': False, 'images': [{'id': 'Iqp7pbO4EsRE17-0bPOagdF5Zf6dnbEsRZUMRwFmdQw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/hxH7dSNOkKnfL37xe0_Kg0zutqcJQfhNrUxfHgfId7s.jpg?width=108&crop=smart&auto=webp&s=076c16b8c9211454af97cdd2ce4ff2be077ec87e', 'width': 108}, {'height': 116, 'url': 'h... | |
Spreadsheets are all you need: Learn how AI works from a real LLM implemented entirely in Excel | 24 | 2024-03-16T09:08:48 | https://spreadsheets-are-all-you-need.ai/index.html | hedgehog0 | spreadsheets-are-all-you-need.ai | 1970-01-01T00:00:00 | 0 | {} | 1bg1ylz | false | null | t3_1bg1ylz | /r/LocalLLaMA/comments/1bg1ylz/spreadsheets_are_all_you_need_learn_how_ai_works/ | false | false | default | 24 | null | |
Reddit’s Sale of User Data for AI Training Draws FTC Inquiry | 82 | 2024-03-16T08:17:53 | https://www.wired.com/story/reddits-sale-user-data-ai-training-draws-ftc-investigation/ | throwaway_ghast | wired.com | 1970-01-01T00:00:00 | 0 | {} | 1bg1acz | false | null | t3_1bg1acz | /r/LocalLLaMA/comments/1bg1acz/reddits_sale_of_user_data_for_ai_training_draws/ | false | false | 82 | {'enabled': False, 'images': [{'id': 'CvqPYb1R020UUJLlkibitNomgopqtl3jMVlsS4GRgdU', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/mHIJ-zz9Z5xTGk1LE_PbmcAxEvPvZI2hstgrztOn9e8.jpg?width=108&crop=smart&auto=webp&s=b209460a33761dc50ed2d8b313a270a4d5a9fd1f', 'width': 108}, {'height': 113, 'url': 'h... | ||
Brining LocalLLM into Excel. | 3 | Hey everyone,
I am sure some of you have seen the 'Excel labs' add-in that adds OpenAI's LLMs into Excel and gives it chat functionality. If you don't know about it, have a look at their [generativeAI function] (https://www.microsoft.com/en-us/garage/profiles/excel-labs/).
I want to do something similar, but using th... | 2024-03-16T08:10:20 | https://www.reddit.com/r/LocalLLaMA/comments/1bg16q9/brining_localllm_into_excel/ | slav_mickey | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bg16q9 | false | null | t3_1bg16q9 | /r/LocalLLaMA/comments/1bg16q9/brining_localllm_into_excel/ | false | false | self | 3 | null |
Small Language model for Hungarian text generation | 1 | Anyone tried small language model finetuning locally for Hungarian text? | 2024-03-16T07:25:44 | https://www.reddit.com/r/LocalLLaMA/comments/1bg0lip/small_language_model_for_hungarian_text_generation/ | codeltd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bg0lip | false | null | t3_1bg0lip | /r/LocalLLaMA/comments/1bg0lip/small_language_model_for_hungarian_text_generation/ | false | false | self | 1 | null |
Pcie x16 riser recommendations | 1 | Hi all, I've been trying to figure out which risers to purchase for my build.
I've managed to snag 3 more 3090s used off of eBay, for 4 total, and plan to build a rig to run my blender renders and do some inference. At the suggestion of another redditor, I'm planning on grabbing a used x299 board and a 10900x that sup... | 2024-03-16T07:17:29 | https://www.reddit.com/r/LocalLLaMA/comments/1bg0hje/pcie_x16_riser_recommendations/ | xflareon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bg0hje | false | null | t3_1bg0hje | /r/LocalLLaMA/comments/1bg0hje/pcie_x16_riser_recommendations/ | false | false | self | 1 | null |
Anyone have Radeon MI50? | 1 | Hey there! I find myself in a very particular situation. I have an MI50 that has had its vBIOS corrupted :( unfortunately there are no online dumps of my specific card and so I’m in need of help.
I just need another person if they can dump and send their vBIOS be it from windows or Linux as long as it meets the followi... | 2024-03-16T07:06:12 | https://www.reddit.com/r/LocalLLaMA/comments/1bg0bz3/anyone_have_radeon_mi50/ | Hzlph | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bg0bz3 | false | null | t3_1bg0bz3 | /r/LocalLLaMA/comments/1bg0bz3/anyone_have_radeon_mi50/ | false | false | self | 1 | null |
Counting tokens with the wrong tokenizer | 1 | I need to manually count tokens before sending the prompt. Right now I use Ooba's encode/decode API because I think it's the only API provider that allows you to both encode and decode tokens.
I know that most LLMs use Llama tokenizer but, if I were to count tokens with a tokenizer that differs from the one used by th... | 2024-03-16T07:01:29 | https://www.reddit.com/r/LocalLLaMA/comments/1bg09jq/counting_tokens_with_the_wrong_tokenizer/ | Silvestron | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bg09jq | false | null | t3_1bg09jq | /r/LocalLLaMA/comments/1bg09jq/counting_tokens_with_the_wrong_tokenizer/ | false | false | self | 1 | null |
He's has a lot of bugs atm but my droid finally runs his own unfiltered model 😂😂 | 369 | 2024-03-16T06:15:45 | https://v.redd.it/1swtbr232noc1 | MrRandom93 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1bfzlim | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/1swtbr232noc1/DASHPlaylist.mpd?a=1713161756%2CNjhlYzE0NmM1MDJjMjIxOWUyM2VhNzc0Mzc3NjIyNDc0ZTdmYzllZWJiM2ZkMTA2YzU4NDJlNTkyY2U1NTgyNw%3D%3D&v=1&f=sd', 'duration': 36, 'fallback_url': 'https://v.redd.it/1swtbr232noc1/DASH_720.mp4?source=fallback', 'ha... | t3_1bfzlim | /r/LocalLLaMA/comments/1bfzlim/hes_has_a_lot_of_bugs_atm_but_my_droid_finally/ | false | false | 369 | {'enabled': False, 'images': [{'id': 'NjFzOWJlejIybm9jMUvtOY40x4fFAEC2OhKP0Dagcs_FMVczQNCTEjGhXDPQ', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/NjFzOWJlejIybm9jMUvtOY40x4fFAEC2OhKP0Dagcs_FMVczQNCTEjGhXDPQ.png?width=108&crop=smart&format=pjpg&auto=webp&s=0ee2791f3ccfc103b404f541a6be091feacf4... | ||
Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cpu! | 1 | [removed] | 2024-03-16T05:32:19 | https://www.reddit.com/r/LocalLLaMA/comments/1bfyxj0/expected_all_tensors_to_be_on_the_same_device_but/ | PomegranateCute843 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfyxj0 | false | null | t3_1bfyxj0 | /r/LocalLLaMA/comments/1bfyxj0/expected_all_tensors_to_be_on_the_same_device_but/ | false | false | self | 1 | null |
What are recommended news article summarisation models? | 1 | Hi folks,
I’m seeking model recommendations that work well with news article summarisation.
For example, I have clean text from html for ABC, the guardian etc. I’d like to do the contextual/abstractive summarisation of this text. Say 100-150 words would be good.
I guess that gen ai models will add the hallucinations... | 2024-03-16T05:25:44 | https://www.reddit.com/r/LocalLLaMA/comments/1bfytsb/what_are_recommended_news_article_summarisation/ | widejcn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfytsb | false | null | t3_1bfytsb | /r/LocalLLaMA/comments/1bfytsb/what_are_recommended_news_article_summarisation/ | false | false | self | 1 | null |
Quiz to tell if an LLM is AGI | 1 | [removed] | 2024-03-16T04:36:53 | https://www.reddit.com/r/LocalLLaMA/comments/1bfy091/quiz_to_tell_if_an_llm_is_agi/ | Zelenskyobama2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfy091 | false | null | t3_1bfy091 | /r/LocalLLaMA/comments/1bfy091/quiz_to_tell_if_an_llm_is_agi/ | false | false | default | 1 | null |
Making an offline ai chatbot | 1 | So I’m fairly new to the scene and still learning about ai development and deep learning, how would one go about making an offline ai model, say an app to be used without wifi locally on a phone and also not take up too much storage?
For example, a history bot which gives information on historical events and is run on... | 2024-03-16T04:27:45 | https://www.reddit.com/r/LocalLLaMA/comments/1bfxui1/making_an_offline_ai_chatbot/ | johnjohn10240525 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfxui1 | false | null | t3_1bfxui1 | /r/LocalLLaMA/comments/1bfxui1/making_an_offline_ai_chatbot/ | false | false | self | 1 | null |
I am trying to fine tune Gemini, but it seems difficult. May I ask if my tuning parameters are correct? | 1 | Fine-tuning Gemini is very painful.
The Gemini parameters are too large.
I used the following parameters for fine-tuning: `"batch_size": 64, "learning_rate": 0.001, "epoch_count": 45.`
I used this dataset: [freedom-rp](https://huggingface.co/datasets/openerotica/freedom-rp).
The loss curve fluctuates significantly.... | 2024-03-16T03:55:33 | https://www.reddit.com/r/LocalLLaMA/comments/1bfx93p/i_am_trying_to_fine_tune_gemini_but_it_seems/ | Da_iaji | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfx93p | false | null | t3_1bfx93p | /r/LocalLLaMA/comments/1bfx93p/i_am_trying_to_fine_tune_gemini_but_it_seems/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'J1rH_LEpRjDw0Nao9HAKF8IRu6RduCJLMrw0Z-mmWak', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/jh-yJyX0OVPZ0UdPrroVgB3N-BKk2iEP_aApwbZBsHM.jpg?width=108&crop=smart&auto=webp&s=140e0b135203466ce6b377f629acbda71e6dfa91', 'width': 108}, {'height': 116, 'url': 'h... | |
I am trying to fine tune Gemini, but it seems difficult. May I ask if my tuning parameters are correct? | 1 | Fine-tuning Gemini is very painful.
The Gemini parameters are too large.
I used the following parameters for fine-tuning: `"batch_size": 64, "learning_rate": 0.001, "epoch_count": 45.`
I used this dataset: [freedom-rp](https://huggingface.co/datasets/openerotica/freedom-rp).
The loss curve fluctuates significantly.... | 2024-03-16T03:53:22 | https://www.reddit.com/r/LocalLLaMA/comments/1bfx7ks/i_am_trying_to_fine_tune_gemini_but_it_seems/ | Da_iaji | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfx7ks | false | null | t3_1bfx7ks | /r/LocalLLaMA/comments/1bfx7ks/i_am_trying_to_fine_tune_gemini_but_it_seems/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'J1rH_LEpRjDw0Nao9HAKF8IRu6RduCJLMrw0Z-mmWak', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/jh-yJyX0OVPZ0UdPrroVgB3N-BKk2iEP_aApwbZBsHM.jpg?width=108&crop=smart&auto=webp&s=140e0b135203466ce6b377f629acbda71e6dfa91', 'width': 108}, {'height': 116, 'url': 'h... |
Stealing Part of a Production Language Model [paper] | 1 | [removed] | 2024-03-16T03:51:22 | https://www.reddit.com/r/LocalLLaMA/comments/1bfx65y/stealing_part_of_a_production_language_model_paper/ | Community-leasts | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfx65y | false | null | t3_1bfx65y | /r/LocalLLaMA/comments/1bfx65y/stealing_part_of_a_production_language_model_paper/ | false | false | self | 1 | null |
I am trying to fine tune Gemini, but it seems difficult. May I ask if my tuning parameters are correct? | 1 | Fine-tuning Gemini is very painful.
The Gemini parameters are too large.
I used the following parameters for fine-tuning: "batch_size": 64, "learning_rate": 0.001, "epoch_count": 45.
I used this dataset: [freedom-rp](https://huggingface.co/datasets/openerotica/freedom-rp).
The loss curve fluctuates significantly.
.
The loss curve fluctuates significantly.
![IMG... | 2024-03-16T03:49:44 | https://www.reddit.com/r/LocalLLaMA/comments/1bfx50v/i_am_trying_to_fine_tune_gemini_but_it_seems/ | Da_iaji | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfx50v | false | null | t3_1bfx50v | /r/LocalLLaMA/comments/1bfx50v/i_am_trying_to_fine_tune_gemini_but_it_seems/ | false | false | nsfw | 1 | {'enabled': False, 'images': [{'id': 'J1rH_LEpRjDw0Nao9HAKF8IRu6RduCJLMrw0Z-mmWak', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/jh-yJyX0OVPZ0UdPrroVgB3N-BKk2iEP_aApwbZBsHM.jpg?width=108&crop=smart&auto=webp&s=140e0b135203466ce6b377f629acbda71e6dfa91', 'width': 108}, {'height': 116, 'url': 'h... |
Forgive the ignorance, but what do I need to download? | 2 | I have noticed that some models that people recommend to run locally, even on 8 GB GPU's have files totaling over 100 GB on huggingface.. And the only guide I have found to tell me how to download a model using Text generation web UI is to paste the location of the LLM into the "Download model or LORA" section under ... | 2024-03-16T02:54:04 | https://www.reddit.com/r/LocalLLaMA/comments/1bfw2hw/forgive_the_ignorance_but_what_do_i_need_to/ | ShadowWizard1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfw2hw | false | null | t3_1bfw2hw | /r/LocalLLaMA/comments/1bfw2hw/forgive_the_ignorance_but_what_do_i_need_to/ | false | false | self | 2 | null |
Ai made this title | 1 | [removed] | 2024-03-16T02:37:34 | https://www.reddit.com/r/LocalLLaMA/comments/1bfvqxe/ai_made_this_title/ | Fly-Hiklnf-6193 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfvqxe | false | null | t3_1bfvqxe | /r/LocalLLaMA/comments/1bfvqxe/ai_made_this_title/ | false | false | self | 1 | null |
Video commentator | 3 | I want to use an LLM to generate video commentary that I can feed into a text-to-speech model / API. Ideally trying to generate commentary from the perspective of a sports commentator / someone doing a reaction video.
Right now I'm looking at [Video-LLaMA](https://github.com/DAMO-NLP-SG/Video-LLaMA) and [LaViLA](ht... | 2024-03-16T01:23:12 | https://www.reddit.com/r/LocalLLaMA/comments/1bfu9e4/video_commentator/ | MobyTheMadCow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfu9e4 | false | null | t3_1bfu9e4 | /r/LocalLLaMA/comments/1bfu9e4/video_commentator/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'dYHLeuzK9WU5upBAci8OhZbfXWQubBgvgVqwtTgv83o', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/q07yTiOoRNsza_Z9R18BAAGMYakqudNX1Go269V4D8A.jpg?width=108&crop=smart&auto=webp&s=3ae0b24aaa3ce8395daa4fb28dae5acc25f6db91', 'width': 108}, {'height': 108, 'url': 'h... |
Command-R, 35B open weights model has .gguf/llama.cpp support now | 79 | This model was announced on this subreddit a few days ago: https://old.reddit.com/r/LocalLLaMA/comments/1bcdfth/commandr_35b_open_weights_model_by_cohereforai/
This is an exceptional model. It answers questions in a very different style than most other open models I've tried.
If you are tired of "ChatGPTisms" then yo... | 2024-03-16T00:30:43 | https://www.reddit.com/r/LocalLLaMA/comments/1bft5qd/commandr_35b_open_weights_model_has_ggufllamacpp/ | noeda | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bft5qd | false | null | t3_1bft5qd | /r/LocalLLaMA/comments/1bft5qd/commandr_35b_open_weights_model_has_ggufllamacpp/ | false | false | self | 79 | {'enabled': False, 'images': [{'id': 'IKSEzq0kHuHlv_38P3MMCXAhyQsO0WKMbhiFQK89K8E', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/1pMRYcty-9RELEghk25rjCqlnPE6vUWa2G1_743sxsU.jpg?width=108&crop=smart&auto=webp&s=016e3594e6192b027fce3ec9a454f769057a9fb6', 'width': 108}, {'height': 108, 'url': 'h... |
Local LLM matters: AI services can arbitrarily block my access | 224 | 2024-03-16T00:15:37 | https://www.reddit.com/gallery/1bfstvn | shibe5 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1bfstvn | false | null | t3_1bfstvn | /r/LocalLLaMA/comments/1bfstvn/local_llm_matters_ai_services_can_arbitrarily/ | false | false | 224 | null | ||
Security concerns: I need to poison a language model. Demonstrate that it is broken, then the reverse... impliment good security practices. Where to start? | 1 | If you've had your models messed with and fixed the problem or at least minimized the issue by upping security, then this request is for you.
So I have a small task revolving around LLMs where I need to break a model (maybe by poisoning or making it freak out and repeat, or hallucinate) just a few common concerns. Af... | 2024-03-16T00:04:02 | https://www.reddit.com/r/LocalLLaMA/comments/1bfsknv/security_concerns_i_need_to_poison_a_language/ | LaszloTheGargoyle | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfsknv | false | null | t3_1bfsknv | /r/LocalLLaMA/comments/1bfsknv/security_concerns_i_need_to_poison_a_language/ | false | false | self | 1 | null |
has there been any LLM that has developed the ability to access the internet? | 1 | I feel like the biggest gap in terms of accessibility and feature i've had with chatgpt and bard vs local LLM's like lama is the fact that its completely offline etc | 2024-03-15T22:07:21 | https://www.reddit.com/r/LocalLLaMA/comments/1bfpxkv/has_there_been_any_llm_that_has_developed_the/ | Just-Contribution834 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfpxkv | false | null | t3_1bfpxkv | /r/LocalLLaMA/comments/1bfpxkv/has_there_been_any_llm_that_has_developed_the/ | false | false | self | 1 | null |
Why fine-tune 'backwards' | 13 | I was reading this page about LORA fine-tuning and they give it the response and ask it for the instruction that would lead to that response. Why do they do it 'backwards' instead of giving the question and asking for the response?
[https://blog.paperspace.com/mistral-7b-fine-tuning/](https://blog.paperspace.com/mistr... | 2024-03-15T21:59:25 | https://www.reddit.com/r/LocalLLaMA/comments/1bfpqqs/why_finetune_backwards/ | DeltaSqueezer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfpqqs | false | null | t3_1bfpqqs | /r/LocalLLaMA/comments/1bfpqqs/why_finetune_backwards/ | false | false | self | 13 | {'enabled': False, 'images': [{'id': 'c-NpDhACCskuEavj1LsMsXQnJa1wFQGjvVzZQYBNRgM', 'resolutions': [{'height': 64, 'url': 'https://external-preview.redd.it/rOyjmslnzt3rQlOFTB_dt0SUWxuvIqTju1FXhYWAb4Q.jpg?width=108&crop=smart&auto=webp&s=bf6801f25dbcace0a0322531ec73b8d3d118aafb', 'width': 108}, {'height': 128, 'url': 'h... |
All You Need is Confidence | 1 | 2024-03-15T21:55:08 | https://www.reddit.com/media?url=https%3A%2F%2Fpreview.redd.it%2F37qyyiawmfoc1.png%3Fwidth%3D1521%26format%3Dpng%26auto%3Dwebp%26s%3D1a0ca238961df1e309d217d23e167541fa69279c | confused_boner | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1bfpn5l | false | null | t3_1bfpn5l | /r/LocalLLaMA/comments/1bfpn5l/all_you_need_is_confidence/ | false | false | default | 1 | null | |
Best LLM that I can finetune on a 3090 with fast interference? | 1 | [removed] | 2024-03-15T21:39:35 | https://www.reddit.com/r/LocalLLaMA/comments/1bfpabf/best_llm_that_i_can_finetune_on_a_3090_with_fast/ | No-Assignment-8354 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfpabf | false | null | t3_1bfpabf | /r/LocalLLaMA/comments/1bfpabf/best_llm_that_i_can_finetune_on_a_3090_with_fast/ | false | false | self | 1 | null |
AutoDev: Automated AI-Driven Development - Microsoft 2024 | 59 | Paper: [https://arxiv.org/abs/2403.08299](https://arxiv.org/abs/2403.08299)
Github includes Code + AutoDev Coder Model: [https://github.com/unit-mesh/auto-dev](https://github.com/unit-mesh/auto-dev)
Abstract:
>The landscape of software development has witnessed a paradigm shift with the advent of AI-powered assist... | 2024-03-15T21:09:31 | https://www.reddit.com/r/LocalLLaMA/comments/1bfold5/autodev_automated_aidriven_development_microsoft/ | Singularian2501 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfold5 | false | null | t3_1bfold5 | /r/LocalLLaMA/comments/1bfold5/autodev_automated_aidriven_development_microsoft/ | false | false | 59 | null | |
Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference | 44 | 2024-03-15T21:07:04 | https://arxiv.org/abs/2403.09636 | ninjasaid13 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1bfojdj | false | null | t3_1bfojdj | /r/LocalLLaMA/comments/1bfojdj/dynamic_memory_compression_retrofitting_llms_for/ | false | false | default | 44 | null | |
Is this real? Llama 60x6b MOE running WhatsApp AI from meta? (Disclosed by Meta chatbot) | 11 | 2024-03-15T21:00:14 | Mr_Finious | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1bfodg9 | false | null | t3_1bfodg9 | /r/LocalLLaMA/comments/1bfodg9/is_this_real_llama_60x6b_moe_running_whatsapp_ai/ | false | false | 11 | {'enabled': True, 'images': [{'id': 'TZNjRLEBuVEDRZrSjOTZbnNgE0_3TFkOd0yyJYdmF-o', 'resolutions': [{'height': 95, 'url': 'https://preview.redd.it/t5my5ay89koc1.png?width=108&crop=smart&auto=webp&s=785d318aa8c2af2d5eb67c531c6d3d44069e15a7', 'width': 108}, {'height': 191, 'url': 'https://preview.redd.it/t5my5ay89koc1.png... | |||
Genuinely asking!!! Where is the data for Sora training coming from? | 1 | [removed] | 2024-03-15T20:59:04 | https://youtu.be/W_N6glQPX6s?si=5n39CaknYknfa2zC | bishalsaha99 | youtu.be | 1970-01-01T00:00:00 | 0 | {} | 1bfocj8 | false | {'oembed': {'author_name': 'voidzilla', 'author_url': 'https://www.youtube.com/@coffeezillaextras', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/W_N6glQPX6s?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyro... | t3_1bfocj8 | /r/LocalLLaMA/comments/1bfocj8/genuinely_asking_where_is_the_data_for_sora/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'RS4sUsRr_nGyT-HHQ3dMo70fxu12ZyEhXVDxz6QKLpU', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/Kd-FX4kMZmgSdh5H8SB6PEGNqlzdFWFODXzT29d-D7c.jpg?width=108&crop=smart&auto=webp&s=7cdef606e77c99cb298bec12844cc9f6b42bd99b', 'width': 108}, {'height': 162, 'url': 'h... | |
How to accelerate the overall speed of privateGPT on Apple Silicon ? | 1 | [removed] | 2024-03-15T20:54:05 | https://www.reddit.com/r/LocalLLaMA/comments/1bfo8dp/how_to_accelerate_the_overall_speed_of_privategpt/ | Icy_Ad3604 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfo8dp | false | null | t3_1bfo8dp | /r/LocalLLaMA/comments/1bfo8dp/how_to_accelerate_the_overall_speed_of_privategpt/ | false | false | self | 1 | null |
Local And Open Source Character.AI Alternative (In Development, Not Yet Available) | 7 | Hey, just sharing something myself and a friend have been working on.
I hope this doesn't come off as too self-promotion-y.
I tried to make the title as accurate as possible.
////////////////////////////////////////////////////////////////////////////////////////
Anyways, as I see it.
There are c... | 2024-03-15T20:44:38 | https://www.reddit.com/r/LocalLLaMA/comments/1bfo0k6/local_and_open_source_characterai_alternative_in/ | D4RX_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfo0k6 | false | null | t3_1bfo0k6 | /r/LocalLLaMA/comments/1bfo0k6/local_and_open_source_characterai_alternative_in/ | false | false | self | 7 | {'enabled': False, 'images': [{'id': '9843Jv8RcQNxjsBKS9fJKefUdNpLhvb6JCaR4xJgmD8', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/5Uodqyr9fzjLhDT5nWhNNa6gv34lqJLvggtvH6t_nB0.jpg?width=108&crop=smart&auto=webp&s=fe82691edd98973c6671d1583bdf3200e2443820', 'width': 108}, {'height': 162, 'url': 'h... |
Ollama AMD support just vastly improved | 237 |
Various 6-7 series Radeon cards + Instinct GPUs now have out of the box support in Ollama.
Further discussion here https://news.ycombinator.com/item?id=39718558 | 2024-03-15T20:42:10 | https://ollama.com/blog/amd-preview | CasimirsBlake | ollama.com | 1970-01-01T00:00:00 | 0 | {} | 1bfnyhz | false | null | t3_1bfnyhz | /r/LocalLLaMA/comments/1bfnyhz/ollama_amd_support_just_vastly_improved/ | false | false | 237 | {'enabled': False, 'images': [{'id': 'krjt_5uhqcaDfYjfO7lkezThehav9cAIRJgcK-OKAmM', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/s0D7i4Rco0trWh9Bu1uEkgnoJJLA3UNKUA9vs57seII.jpg?width=108&crop=smart&auto=webp&s=53486800d92d75b19d59502534fa9ba2785c14b0', 'width': 108}, {'height': 113, 'url': 'h... | |
Open Source Implementation of "Self-Rewarding Language Models" paper | 1 | [removed] | 2024-03-15T20:41:22 | https://www.reddit.com/r/LocalLLaMA/comments/1bfnxsa/open_source_implementation_of_selfrewarding/ | FallMindless3563 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfnxsa | false | null | t3_1bfnxsa | /r/LocalLLaMA/comments/1bfnxsa/open_source_implementation_of_selfrewarding/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'RU-hdE2IYWs1ZZn9VFHTU_Bg6tOYN9HRy28RKYTAx0Q', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/_vBqihzaF1Sd00KGLTTYGJ5BMZ-vw9zIeoMwyXdb4Rg.jpg?width=108&crop=smart&auto=webp&s=05ec62cc2156dc6db12bc82d27e60a0c31fed110', 'width': 108}, {'height': 108, 'url': 'h... |
6bpw exl2 with 8bit cache vs 4bpw | 10 | which would be better? i don't really know what 8bit cache does but i just heard it saves space on vram, im assuming theres somekind of trade off. so is 6bpw exl2 with 8 bit cache better than just 4bpw? | 2024-03-15T20:08:09 | https://www.reddit.com/r/LocalLLaMA/comments/1bfn6bk/6bpw_exl2_with_8bit_cache_vs_4bpw/ | Leather-Ad-2691 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfn6bk | false | null | t3_1bfn6bk | /r/LocalLLaMA/comments/1bfn6bk/6bpw_exl2_with_8bit_cache_vs_4bpw/ | false | false | self | 10 | null |
ChatGPT system prompt. Do you think this is real or is it hallucination? | 1 | It's an older video, dunno if it was posted here already but I would like to hear your opinion on it.
[https://www.youtube.com/watch?v=iSksfyMCtUA](https://www.youtube.com/watch?v=iSksfyMCtUA) | 2024-03-15T19:21:08 | https://www.reddit.com/r/LocalLLaMA/comments/1bfm2iw/chatgpt_system_prompt_do_you_think_this_is_real/ | dreamyrhodes | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfm2iw | false | null | t3_1bfm2iw | /r/LocalLLaMA/comments/1bfm2iw/chatgpt_system_prompt_do_you_think_this_is_real/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'jYPps0f-X7f4-cvU8vrSrOVkhE4LhXSRQ2ZPPQMAF7g', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/RQ0dzruih3ojTBXKhQ7HLUsGSJBK2bAuWatRUlB8qWA.jpg?width=108&crop=smart&auto=webp&s=9281756dba3592d6acf3cec89b39a5b3b9211728', 'width': 108}, {'height': 162, 'url': 'h... |
whats the best "current" LLM for news summarisation | 5 | So I'm pretty new to ML but have been using LLMs for a while. I am trying to make a news summary app where an LLM would summarise daily trending news and send a summary as a notification. I mainly want to learn how to connect and make language model pipelines. I'm using Phi2 right now with llama.cpp but its hallucinati... | 2024-03-15T18:53:49 | https://www.reddit.com/r/LocalLLaMA/comments/1bflfj6/whats_the_best_current_llm_for_news_summarisation/ | mehulmao | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bflfj6 | false | null | t3_1bflfj6 | /r/LocalLLaMA/comments/1bflfj6/whats_the_best_current_llm_for_news_summarisation/ | false | false | self | 5 | null |
Hello all devs of LocalLLaMA! Am I correct in assuming most of us here are working on chat engines, thinking we're innovating by perfecting them? | 1 | [removed] | 2024-03-15T18:42:26 | https://www.reddit.com/r/LocalLLaMA/comments/1bfl63s/hello_all_devs_of_localllama_am_i_correct_in/ | Severin_Suveren | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfl63s | false | null | t3_1bfl63s | /r/LocalLLaMA/comments/1bfl63s/hello_all_devs_of_localllama_am_i_correct_in/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'qIChQhKbiiJpDEo4N0s23RQmwc9L6sXSMsMwO04ANUQ', 'resolutions': [{'height': 51, 'url': 'https://external-preview.redd.it/AtzixQoQ_oku8VgTjmEdcPyFzdifP21RQna9bLXQZSA.png?width=108&crop=smart&auto=webp&s=ed55f3c0a98b0f12df4fb347da4c1787605a1f04', 'width': 108}, {'height': 103, 'url': 'h... |
Logits of API-Protected LLMs Leak Proprietary Information [paper] | 12 | Paper: [https://arxiv.org/abs/2403.09539](https://arxiv.org/abs/2403.09539)
There was a similar paper submitted recently: [https://arxiv.org/abs/2403.06634](https://arxiv.org/abs/2403.06634)
Unfortunately these techniques are quikcly patched by the API providers, so the window to learn more abour these proprietary mo... | 2024-03-15T18:27:36 | https://www.reddit.com/r/LocalLLaMA/comments/1bfktf4/logits_of_apiprotected_llms_leak_proprietary/ | DreamGenAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfktf4 | false | null | t3_1bfktf4 | /r/LocalLLaMA/comments/1bfktf4/logits_of_apiprotected_llms_leak_proprietary/ | false | false | self | 12 | null |
Mac studio inference | 1 | Hi everyone
I've happily been running vLLM as an inference server for a while now. I'm looking to buy a smaller server an was wondering what inference software I could use on a Mac. Ideally it can follow the OpenAI API schema and optionally also handle multiple LoRAs.
Any suggestions? | 2024-03-15T18:18:22 | https://www.reddit.com/r/LocalLLaMA/comments/1bfkll4/mac_studio_inference/ | iamMess | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfkll4 | false | null | t3_1bfkll4 | /r/LocalLLaMA/comments/1bfkll4/mac_studio_inference/ | false | false | self | 1 | null |
Is there any model up to 13B parameters which can great describe dynamic battles? | 1 | [removed] | 2024-03-15T17:47:16 | https://www.reddit.com/r/LocalLLaMA/comments/1bfjv5t/is_there_any_model_up_to_13b_parameters_which_can/ | Working-Flatworm-531 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfjv5t | false | null | t3_1bfjv5t | /r/LocalLLaMA/comments/1bfjv5t/is_there_any_model_up_to_13b_parameters_which_can/ | false | false | self | 1 | null |
KoboldCPP not using GPU. Is it because of this message? "OpenCL cannot use regular GPU offloading for this model architecture." (AMD GPU) | 1 | [removed] | 2024-03-15T17:33:14 | https://www.reddit.com/r/LocalLLaMA/comments/1bfjja4/koboldcpp_not_using_gpu_is_it_because_of_this/ | HellkiteDrifter | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfjja4 | false | null | t3_1bfjja4 | /r/LocalLLaMA/comments/1bfjja4/koboldcpp_not_using_gpu_is_it_because_of_this/ | false | false | self | 1 | null |
Guide: How to create synthetic data and use community feedback to create preference datasets | 14 | tl;dr wrote a [guide](https://github.com/huggingface/data-is-better-together/tree/main/kto-preference) on creating synthetic data and gathering human preferences to create a preference dataset that can be used for training preference models using KTO
Longer explanation...
Hugging Face and Argilla have recently been w... | 2024-03-15T17:32:51 | https://www.reddit.com/r/LocalLLaMA/comments/1bfjixa/guide_how_to_create_synthetic_data_and_use/ | dvanstrien | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfjixa | false | null | t3_1bfjixa | /r/LocalLLaMA/comments/1bfjixa/guide_how_to_create_synthetic_data_and_use/ | false | false | self | 14 | {'enabled': False, 'images': [{'id': '2Yi4EO6mraGmuN-flZrUWy07XzCmgUgIK9OUB4nq0P0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/7i_oc5f9pmT8S8z_XmQHBmJbtm_O1_bv7YOSdGisJkE.jpg?width=108&crop=smart&auto=webp&s=7d3c90f47f571e797b904a94294a4152074b3332', 'width': 108}, {'height': 108, 'url': 'h... |
ELI5 50pt alot or na | 1 | ELI5 50pt alot or na | 2024-03-15T17:26:05 | https://www.reddit.com/r/LocalLLaMA/comments/1bfjd2x/eli5_50pt_alot_or_na/ | Fly-Hiklnf-6193 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfjd2x | false | null | t3_1bfjd2x | /r/LocalLLaMA/comments/1bfjd2x/eli5_50pt_alot_or_na/ | false | false | self | 1 | null |
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking | 150 | Finally some follow up work on the "Think before you speak paper" - aka Pause Tokens Paper.([2310.02226.pdf (arxiv.org)](https://arxiv.org/pdf/2310.02226.pdf))
In this paper ([2403.09629.pdf (arxiv.org)](https://arxiv.org/pdf/2403.09629.pdf) ) they use <|startofthought|> and <|endofthought|> tokens to generate multipl... | 2024-03-15T16:46:26 | https://www.reddit.com/r/LocalLLaMA/comments/1bfifi2/quietstar_language_models_can_teach_themselves_to/ | StraightChemistry629 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfifi2 | false | null | t3_1bfifi2 | /r/LocalLLaMA/comments/1bfifi2/quietstar_language_models_can_teach_themselves_to/ | false | false | 150 | null | |
How to make a text classifier that classifies text based on how a personality type might react to it. | 4 | So I am new to ML and AI and has been recently learning a lot of new concepts but I have been using LLMs for a while as of now. Recently i was using this text classifier (emotion english distilled roberta) that does sentiment analysis of a given text and outputs its emotion. So I was wondering if it was possible to cre... | 2024-03-15T16:08:37 | https://www.reddit.com/r/LocalLLaMA/comments/1bfhjz0/how_to_make_a_text_classifier_that_classifies/ | RebouncedCat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfhjz0 | false | null | t3_1bfhjz0 | /r/LocalLLaMA/comments/1bfhjz0/how_to_make_a_text_classifier_that_classifies/ | false | false | self | 4 | null |
Want help in creating my own transformer | 2 | As the title says, I want to develop my own transformer model for educational purposes. Currently, I think so I will try to develop a Machine Translation model. I have a dataset ready.
Any ideas on how I should proceed?
Also is there a Python Wrapper available using transformers for the case where I can store in my ... | 2024-03-15T16:08:24 | https://www.reddit.com/r/LocalLLaMA/comments/1bfhjtl/want_help_in_creating_my_own_transformer/ | Sheamus-Firehead | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfhjtl | false | null | t3_1bfhjtl | /r/LocalLLaMA/comments/1bfhjtl/want_help_in_creating_my_own_transformer/ | false | false | self | 2 | null |
How to run guanaco-7b? | 2 | I came across this Large Language Model (LLM): [https://huggingface.co/timdettmers/guanaco-7b](https://huggingface.co/timdettmers/guanaco-7b) and was hoping to run it on my Mac Mini (M1) with 16 GB RAM.
However, when I attempt to run it:,
```
import torch
from peft import PeftModel
from transformers import Aut... | 2024-03-15T16:03:41 | https://www.reddit.com/r/LocalLLaMA/comments/1bfhfxz/how_to_run_guanaco7b/ | houmie | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfhfxz | false | null | t3_1bfhfxz | /r/LocalLLaMA/comments/1bfhfxz/how_to_run_guanaco7b/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'A0Tv0zcfFlRC9cBivNNOOvnPXvlFpKvqfMx5tkx_QU4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/KTpOO_hpZ-bdY4nDxkIFdKXKcnSXMH3rWO64LUuiFIk.jpg?width=108&crop=smart&auto=webp&s=078df1f7c13e58d0e0e456d0dd88a27be14e1aaf', 'width': 108}, {'height': 116, 'url': 'h... |
From UI screenshots to functional HTML code - WebSight v0.2 dataset | 1 | [removed] | 2024-03-15T16:03:38 | https://www.reddit.com/r/LocalLLaMA/comments/1bfhfwn/from_ui_screenshots_to_functional_html_code/ | VictorSanh | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfhfwn | false | null | t3_1bfhfwn | /r/LocalLLaMA/comments/1bfhfwn/from_ui_screenshots_to_functional_html_code/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'ioSzsJJX5Zewyfu8hhIBAgEyOfdJNWY80Zti01dgOwk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/zCENhWRhXdcVTH7x9tV-1dJ0ivhK3PdmTDD8jc1p3Nc.jpg?width=108&crop=smart&auto=webp&s=03e57bd0525121796d5eebf966ea21f6ce329fda', 'width': 108}, {'height': 108, 'url': 'h... |
QLoRA on MLX just got way more RAM efficient (again) | 62 | Hey all, three days ago I posted about how you can QLoRA a 70b on an M2 Ultra. Here was the benchmark I mentioned in that post, showing it was possible with just 92GB of RAM:
​
https://preview.redd.it/nrzcocnuoioc1.png?width=2472&format=png&auto=webp&s=c31631eb20d66acbf3519e67b879536afc7be215
And now with an ... | 2024-03-15T15:42:13 | https://www.reddit.com/r/LocalLLaMA/comments/1bfgy35/qlora_on_mlx_just_got_way_more_ram_efficient_again/ | mark-lord | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfgy35 | false | null | t3_1bfgy35 | /r/LocalLLaMA/comments/1bfgy35/qlora_on_mlx_just_got_way_more_ram_efficient_again/ | false | false | 62 | null | |
Need a favor: help me test my AI app? | 1 | [removed] | 2024-03-15T15:37:06 | https://www.reddit.com/r/LocalLLaMA/comments/1bfgtzp/need_a_favor_help_me_test_my_ai_app/ | Dry-Letterhead1411 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfgtzp | false | null | t3_1bfgtzp | /r/LocalLLaMA/comments/1bfgtzp/need_a_favor_help_me_test_my_ai_app/ | false | false | self | 1 | null |
SOTA Weight Quantization | 14 | What are the SOTA weight quantization schemes for 4, 3 and 2 bits?
I have been using GPTQ 4 bit which gives \~5% relative degradation on HuggingFace Open LLM Leaderboard for Llama 7B, which I have deemed acceptable, but is there something better?
I tested GPTQ 3 bit but this gave \~13% relative degradation for 7B. 13... | 2024-03-15T15:35:41 | https://www.reddit.com/r/LocalLLaMA/comments/1bfgsvn/sota_weight_quantization/ | OogaBoogha | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfgsvn | false | null | t3_1bfgsvn | /r/LocalLLaMA/comments/1bfgsvn/sota_weight_quantization/ | false | false | self | 14 | {'enabled': False, 'images': [{'id': 'JFyXlp_lp88efD6hQ12G8lYqVA4za2kUq7jjRBSAKi0', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/RqX1kSwzD3j1PvY8xDSyQPz5mHJK86EXlGgDXiWzAZc.jpg?width=108&crop=smart&auto=webp&s=6d921d56620fece02585481e7ad79dbdca58949f', 'width': 108}, {'height': 116, 'url': 'h... |
Anyone Running Miqu or a Finetuned Version on Single Card with 24GB or VRAM? | 3 | Hi all,
​
I want to test the Finetuned Miqu (Senku-70B) locally, and I was wondering if I can run it using an RTX3090 and 32GB of DDR4. I don't want to download it and then get frustrated :D
Could share your experience? | 2024-03-15T15:34:32 | https://www.reddit.com/r/LocalLLaMA/comments/1bfgrwk/anyone_running_miqu_or_a_finetuned_version_on/ | Iory1998 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfgrwk | false | null | t3_1bfgrwk | /r/LocalLLaMA/comments/1bfgrwk/anyone_running_miqu_or_a_finetuned_version_on/ | false | false | self | 3 | null |
Is this an example of a bad dataset format? | 1 | [removed] | 2024-03-15T15:24:39 | https://www.reddit.com/r/LocalLLaMA/comments/1bfgjmv/is_this_an_example_of_a_bad_dataset_format/ | Smeetilus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfgjmv | false | null | t3_1bfgjmv | /r/LocalLLaMA/comments/1bfgjmv/is_this_an_example_of_a_bad_dataset_format/ | false | false | self | 1 | null |
Noobie question | 1 | Noobie question | 2024-03-15T15:21:10 | https://www.reddit.com/r/LocalLLaMA/comments/1bfggrh/noobie_question/ | Fly-Hiklnf-6193 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfggrh | false | null | t3_1bfggrh | /r/LocalLLaMA/comments/1bfggrh/noobie_question/ | false | false | self | 1 | null |
Personality change - training | 4 | Hey All - I love the using LLama and excited to deploy new LLMs.
I’m working on changing the personality of an LLM (the grammar, attitude, and way it chats etc.) The training data I have is text conversations (of course with permission!).
What is the most cost effective way to transplant a personality? Links would be... | 2024-03-15T14:50:48 | https://www.reddit.com/r/LocalLLaMA/comments/1bffr0w/personality_change_training/ | arnabing | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bffr0w | false | null | t3_1bffr0w | /r/LocalLLaMA/comments/1bffr0w/personality_change_training/ | false | false | self | 4 | null |
How to do cost estimation for Amazon Sagemaker | 1 | [removed] | 2024-03-15T14:46:28 | https://www.reddit.com/r/LocalLLaMA/comments/1bffn7w/how_to_do_cost_estimation_for_amazon_sagemaker/ | lc19- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bffn7w | false | null | t3_1bffn7w | /r/LocalLLaMA/comments/1bffn7w/how_to_do_cost_estimation_for_amazon_sagemaker/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'rkCcDxDnoPYY3PzVopm0_ZPYo8-dvdXRXyxJCb2O86U', 'resolutions': [{'height': 24, 'url': 'https://external-preview.redd.it/2e1H1-bqNuCPRulNwzUqDuPueixVrCo7nEawwFaQCVU.jpg?width=108&crop=smart&auto=webp&s=f1195ef93fcbb41c49379d30aed1ec09095ee0a2', 'width': 108}, {'height': 49, 'url': 'ht... |
Intel Arc for LLMs? | 3 | I'm pondering whether to stick with Nvidia or try going Intel for my next build. The general vibe has always been to stick to Nvidia but they have gotten so pricey and I heard Arc's software support has gotten better.
Opinions/experiences? | 2024-03-15T14:39:07 | https://www.reddit.com/r/LocalLLaMA/comments/1bffh19/intel_arc_for_llms/ | charlesrwest | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bffh19 | false | null | t3_1bffh19 | /r/LocalLLaMA/comments/1bffh19/intel_arc_for_llms/ | false | false | self | 3 | null |
Thoughts on Yann Lecun's recent Lex Friedman critical LLM talk? | 1 | [removed] | 2024-03-15T14:26:10 | https://www.reddit.com/r/LocalLLaMA/comments/1bff6nc/thoughts_on_yann_lecuns_recent_lex_friedman/ | designhelp123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bff6nc | false | null | t3_1bff6nc | /r/LocalLLaMA/comments/1bff6nc/thoughts_on_yann_lecuns_recent_lex_friedman/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'waz7fFhKImXlHZupYwCnn_m0uRtoX_e0sgb9qxHSpG8', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/ULXqsD4qQ116_eDjh-DdN_EGxO5sI8v0wY7awnayhso.jpg?width=108&crop=smart&auto=webp&s=ecd74252508962b6cad2e281276fd39df07a82ee', 'width': 108}, {'height': 162, 'url': 'h... |
Are any of the 2x7b and 4x7b MoE any good? | 22 | I like the Mistral models a lot. But the 7b, no matter how good it is, it's still a 7b model. I can run Mixtral 8x7b on my RTX 3090 but I use EXl2 3.5bpw, which has a higher rate loss. So, I was thinking that if I can use something in between with 6 or 8bpw, it could easily fit on my Vram and be more performing than a ... | 2024-03-15T14:19:29 | https://www.reddit.com/r/LocalLLaMA/comments/1bff1bf/are_any_of_the_2x7b_and_4x7b_moe_any_good/ | Iory1998 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bff1bf | false | null | t3_1bff1bf | /r/LocalLLaMA/comments/1bff1bf/are_any_of_the_2x7b_and_4x7b_moe_any_good/ | false | false | self | 22 | null |
Grok Open-Source - Another Vaporware "Release" from Elon? | 128 | [https://twitter.com/elonmusk/status/1767108624038449405](https://twitter.com/elonmusk/status/1767108624038449405)
Time's almost up, Elon. Hopefully this isn't more vaporware.
That said, given what I've been hearing from people with early access to the online model, it's nothing to write home about. But it may have p... | 2024-03-15T14:17:07 | https://www.reddit.com/r/LocalLLaMA/comments/1bfezho/grok_opensource_another_vaporware_release_from/ | Longjumping-City-461 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfezho | false | null | t3_1bfezho | /r/LocalLLaMA/comments/1bfezho/grok_opensource_another_vaporware_release_from/ | false | false | self | 128 | {'enabled': False, 'images': [{'id': 'VD41x2eTwf3090Mdeh6MnypEdYddNddxU8tZSp4axIk', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/QwIuc-i2CZlUKzlzECcPZ9KRYdiwIT5WG2uIwn783yw.jpg?width=108&crop=smart&auto=webp&s=e2204deec2bbf12d97226afbe4d1e359f28baf90', 'width': 108}], 'source': {'height': 14... |
Structured Generation Improves LLM performance: GSM8K Benchmark | 40 | 2024-03-15T13:57:01 | https://blog.dottxt.co/performance-gsm8k.html | CountBayesie | blog.dottxt.co | 1970-01-01T00:00:00 | 0 | {} | 1bfejm4 | false | null | t3_1bfejm4 | /r/LocalLLaMA/comments/1bfejm4/structured_generation_improves_llm_performance/ | false | false | default | 40 | null | |
Chomsky vs Shannon approaches to NLP and AI - Chris Manning Stanford OpenNLP creator | 1 | 2024-03-15T13:56:09 | https://youtu.be/9PqOWu2_0MA?si=hCkx0-v8hRlelZpy | danipudani | youtu.be | 1970-01-01T00:00:00 | 0 | {} | 1bfej0c | false | {'oembed': {'author_name': 'The Data Science Channel', 'author_url': 'https://www.youtube.com/@TheDataScienceChannel', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/9PqOWu2_0MA?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; en... | t3_1bfej0c | /r/LocalLLaMA/comments/1bfej0c/chomsky_vs_shannon_approaches_to_nlp_and_ai_chris/ | false | false | 1 | {'enabled': False, 'images': [{'id': '5NndqVu4Xk_vb5P9OeKsqVdtDrCGJBC3aXOe3tPpIPk', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/imqh4WJkkuk7nM24-TElTHcRbuOshFr34JgZf-Lfh5k.jpg?width=108&crop=smart&auto=webp&s=4a0049c08fb64702daf8ac245ce97c4cf8144c83', 'width': 108}, {'height': 162, 'url': 'h... | ||
The most lightweight models? | 3 | Hi. I am running an experiment to try and see just how many instances of a model can I have running locally. I am looking for the absolutely most lightweight model out there, which still has some basic conversation capabilities. Have any of you here maybe tried this already and can chime in what kind of numbers on what... | 2024-03-15T13:54:58 | https://www.reddit.com/r/LocalLLaMA/comments/1bfei4b/the_most_lightweight_models/ | randomseller | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfei4b | false | null | t3_1bfei4b | /r/LocalLLaMA/comments/1bfei4b/the_most_lightweight_models/ | false | false | self | 3 | null |
Hardware mods to increase VRAM | 1 | [removed] | 2024-03-15T13:48:27 | https://www.reddit.com/r/LocalLLaMA/comments/1bfed8y/hardware_mods_to_increase_vram/ | Schmandli | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfed8y | false | null | t3_1bfed8y | /r/LocalLLaMA/comments/1bfed8y/hardware_mods_to_increase_vram/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '1NMMGOcEn3xpL4h-UC8StBO64Ox5nTgGZCcwt2SX0Hg', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/-K490tglTQgxgvV0wtVjLZU7zmtDhLfUdu8rhqcepXA.jpg?width=108&crop=smart&auto=webp&s=dfca944f7afeba98f6f3262b145baefae8ac36c5', 'width': 108}, {'height': 121, 'url': 'h... |
Anybody wants my OpenAI credits? | 1 | I got $2,500 worth of OpenAI credits that I no longer need. The thing is that they expire in September, so I can't just let them sit there until I need them, and I'd hate for them to go to waste.
If anybody wants them, I can transfer to you the entire account at a heavily discounted price. Just keep in mind that they ... | 2024-03-15T13:45:39 | https://www.reddit.com/r/LocalLLaMA/comments/1bfeb5q/anybody_wants_my_openai_credits/ | Blancoo21 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfeb5q | false | null | t3_1bfeb5q | /r/LocalLLaMA/comments/1bfeb5q/anybody_wants_my_openai_credits/ | false | false | self | 1 | null |
Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cpu! | 1 | [removed] | 2024-03-15T12:51:47 | https://www.reddit.com/r/LocalLLaMA/comments/1bfd8el/expected_all_tensors_to_be_on_the_same_device_but/ | PomegranateCute843 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfd8el | false | null | t3_1bfd8el | /r/LocalLLaMA/comments/1bfd8el/expected_all_tensors_to_be_on_the_same_device_but/ | false | false | self | 1 | null |
Still didn't found a better small German LLM - Anyone? | 25 | DiscoLM 7B:
https://preview.redd.it/f5azof9elhoc1.png?width=1560&format=png&auto=webp&s=877972743d0e4f360d51272d792926fede51884d
Someone said SauerkrautLM Una SOLAR Instruct (10,7B?) is a good German model... Reading this text only gives me a headache:
https://preview.redd.it/6zcg2orjlhoc1.png?width=1544&format=png&... | 2024-03-15T12:06:35 | https://www.reddit.com/r/LocalLLaMA/comments/1bfce18/still_didnt_found_a_better_small_german_llm_anyone/ | Blizado | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfce18 | false | null | t3_1bfce18 | /r/LocalLLaMA/comments/1bfce18/still_didnt_found_a_better_small_german_llm_anyone/ | false | false | 25 | null | |
Multi-LLM-Chat | 2 | Hi everyone, I made a dead simple app to play with the idea of talking to multiple LLMs in the same chat.
I had to put conversation history in the user prompt since as far as I can tell only OpenAI API supports differentiating multiple parties with the same role. However I might be wrong and if you know any other way ... | 2024-03-15T11:52:18 | https://huggingface.co/spaces/Metin/Multi-LLM-Chat | MetinUsta | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1bfc51g | false | null | t3_1bfc51g | /r/LocalLLaMA/comments/1bfc51g/multillmchat/ | false | false | 2 | {'enabled': False, 'images': [{'id': 'v4C4lJztY017Scx0n8Xqnkp4NRLQWMuSFwKGscd7qRc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/mqWl0MBbkKVjyBVZSFozw_h4J4Q1Fl0JZ5VQVaEScno.jpg?width=108&crop=smart&auto=webp&s=1a56f9ef8d06a6f40948520f93a3ba8824aecd3a', 'width': 108}, {'height': 116, 'url': 'h... | |
Multi-LLM-Chat | 1 | Hi everyone, I made a dead simple app to play with the idea of talking to multiple LLMs in the same chat.
I had to put conversation history in the user prompt since as far as I can tell only OpenAI API supports differentiating multiple parties with the same role. However I might be wrong and if you know any other way ... | 2024-03-15T11:52:12 | https://huggingface.co/spaces/Metin/Multi-LLM-Chat | MetinUsta | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1bfc4zp | false | null | t3_1bfc4zp | /r/LocalLLaMA/comments/1bfc4zp/multillmchat/ | false | false | default | 1 | null |
Model recommendation for RAG chatbot | 3 | I'm currently using GPT 4 for a RAG-based chatbot. It is getting too slow. I'm thinking of hosting an open-source LLM on par with GPT4. I'm not too familiar with the world of open source LLMs. I'm not abreast of the latest trend. Which model would have a good response time and accuracy on par with GPT4?
Requirements... | 2024-03-15T11:45:23 | https://www.reddit.com/r/LocalLLaMA/comments/1bfc0v0/model_recommendation_for_rag_chatbot/ | Individual_Swim_120 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfc0v0 | false | null | t3_1bfc0v0 | /r/LocalLLaMA/comments/1bfc0v0/model_recommendation_for_rag_chatbot/ | false | false | self | 3 | null |
The Real Open AI | 1 | [removed] | 2024-03-15T11:33:23 | https://www.reddit.com/r/LocalLLaMA/comments/1bfbtph/the_real_open_ai/ | nickvidal_opensource | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfbtph | false | null | t3_1bfbtph | /r/LocalLLaMA/comments/1bfbtph/the_real_open_ai/ | false | false | self | 1 | null |
Advanced course on LLM | 6 | I've been looking for a while on this topic, but I don't feel confident and the time to keep reading over all the texts required to get a full picture of this. The problem with YT channels is that there is a ton of fluff (because most guys adjust their videos to the YT algo), and texts are not really comprehensive and ... | 2024-03-15T11:30:25 | https://www.reddit.com/r/LocalLLaMA/comments/1bfbrv7/advanced_course_on_llm/ | SirLouen | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfbrv7 | false | null | t3_1bfbrv7 | /r/LocalLLaMA/comments/1bfbrv7/advanced_course_on_llm/ | false | false | self | 6 | null |
Estimating Vector Queries per Month in serverless vector db solutions | 1 | Hi everyone!
I'm working on a chatbot application that uses a RAG (Retrieval-Augmented Generation) model, and I'm evaluating which vector database solutions can be cost-effective for my case. Initially, I was thinking about deploying an open-source database on an EC2 instance, but then I thought it was too expensive c... | 2024-03-15T11:28:27 | https://www.reddit.com/r/LocalLLaMA/comments/1bfbqo4/estimating_vector_queries_per_month_in_serverless/ | Edmon__Dantes | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfbqo4 | false | null | t3_1bfbqo4 | /r/LocalLLaMA/comments/1bfbqo4/estimating_vector_queries_per_month_in_serverless/ | false | false | 1 | null | |
Hi! I want make a comparasion of different Vector Database solutions, | 1 | Hi everyone!
I'm working on a chatbot application that uses a RAG (Retrieval-Augmented Generation) model, and I'm evaluating which vector database solutions can be cost-effective for my case. Initially, I was thinking about deploying an open-source database on an EC2 instance, but then I thought it was too expensive ... | 2024-03-15T11:26:19 | https://www.reddit.com/r/LocalLLaMA/comments/1bfbpgs/hi_i_want_make_a_comparasion_of_different_vector/ | Edmon__Dantes | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfbpgs | false | null | t3_1bfbpgs | /r/LocalLLaMA/comments/1bfbpgs/hi_i_want_make_a_comparasion_of_different_vector/ | false | false | 1 | null | |
Hi how do I run the oobabooga webui in Paperspace notebook? Sorry I'm a total noob at this. | 1 | Well before I posted this I cloned the [repository](https://github.com/oobabooga/text-generation-webui) through the terminal line in jupyter notebook after launching the paperspace notebook from scratch. Soon, I coded in "bash start\_linux.sh" (the os that my paperspace notebook container is running on is linux ubuntu)... | 2024-03-15T11:24:49 | https://www.reddit.com/r/LocalLLaMA/comments/1bfbolh/hi_how_do_i_run_the_oobabooga_webui_in_paperspace/ | OracleNemesis | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfbolh | false | null | t3_1bfbolh | /r/LocalLLaMA/comments/1bfbolh/hi_how_do_i_run_the_oobabooga_webui_in_paperspace/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'oXCfMVcwwpJIGEDVRqvLKxfL-t_cOBDpbqEQtVFic40', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/HnwoREMVu1b413w8DAshgAhPDFf_nMIMCEloNvC1g78.jpg?width=108&crop=smart&auto=webp&s=77e3d799b5caea81317e73d6e74c9a030e975015', 'width': 108}, {'height': 108, 'url': 'h... |
best feature in Claude 3: being edgy (asking about traveling) | 34 | **user prompt:**
Explain to me whats the purpose for humans to travel and "see other countries"? What are they expecting to gain? They wont be university teachers to teach what they saw? Also there are plenty of pictures and videos about other countries and cities with day and night life also Interviews with lo... | 2024-03-15T11:22:41 | https://www.reddit.com/r/LocalLLaMA/comments/1bfbnb0/best_feature_in_claude_3_being_edgy_asking_about/ | TwoIndependent5710 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfbnb0 | false | null | t3_1bfbnb0 | /r/LocalLLaMA/comments/1bfbnb0/best_feature_in_claude_3_being_edgy_asking_about/ | false | false | self | 34 | null |
Raven-v0.1 Fine-Tuned Gemma-2B on GPT4 and MoD dataset | 1 | [removed] | 2024-03-15T10:37:06 | https://www.reddit.com/r/LocalLLaMA/comments/1bfax1d/ravenv01_finetuned_gemma2b_on_gpt4_and_mod_dataset/ | Erfanzar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfax1d | false | null | t3_1bfax1d | /r/LocalLLaMA/comments/1bfax1d/ravenv01_finetuned_gemma2b_on_gpt4_and_mod_dataset/ | false | false | self | 1 | {'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... |
How does LLM load into GPU memory? | 5 | I am trying to understand the process better, and after asking chatgpt/claude, it seems that it always go through CPU before being transferred to GPU?
Why doesn't it use like DMA? | 2024-03-15T10:05:51 | https://www.reddit.com/r/LocalLLaMA/comments/1bfafu9/how_does_llm_load_into_gpu_memory/ | Interesting_Net_9628 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfafu9 | false | null | t3_1bfafu9 | /r/LocalLLaMA/comments/1bfafu9/how_does_llm_load_into_gpu_memory/ | false | false | self | 5 | null |
Best way to finetune TTS model of a single specific voice. XTTSv2 vs VITS vs RVC v2 combinations | 1 | [removed] | 2024-03-15T09:44:53 | https://www.reddit.com/r/LocalLLaMA/comments/1bfa4u0/best_way_to_finetune_tts_model_of_a_single/ | SignificanceFlashy50 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bfa4u0 | false | null | t3_1bfa4u0 | /r/LocalLLaMA/comments/1bfa4u0/best_way_to_finetune_tts_model_of_a_single/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'QbbENK225FTodueqPGiUXYb-846fXydbG2equh2xiw8', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/caa8ootWMT9pbxrrjfmESqwppn7n5AP4rORDSzLrIWI.jpg?width=108&crop=smart&auto=webp&s=608cb8cf58c829fda39b98707de2233e45167a0b', 'width': 108}, {'height': 162, 'url': 'h... |
Fine Tuning | 1 | [removed] | 2024-03-15T09:31:47 | https://www.reddit.com/r/LocalLLaMA/comments/1bf9ygq/fine_tuning/ | OkVegetable2512 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bf9ygq | false | null | t3_1bf9ygq | /r/LocalLLaMA/comments/1bf9ygq/fine_tuning/ | false | false | self | 1 | null |
Is there an inference framework that support multiple instances of model on different gpu as workers? | 15 | Based on my understanding, inference framework like vllm can do batch processing when a lot of requests come in but the actual calculation still only happen on 1 gpu so the throughput is still limited on speed of 1 gpu processing. I wish there is a framework that allow me to deploy the same model on multiple gpus and d... | 2024-03-15T09:11:25 | https://www.reddit.com/r/LocalLLaMA/comments/1bf9ojf/is_there_an_inference_framework_that_support/ | keeywc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bf9ojf | false | null | t3_1bf9ojf | /r/LocalLLaMA/comments/1bf9ojf/is_there_an_inference_framework_that_support/ | false | false | self | 15 | null |
What Software to use for an AMD GPU in Windows 11? | 1 | [removed] | 2024-03-15T08:48:42 | https://www.reddit.com/r/LocalLLaMA/comments/1bf9dk8/what_software_to_use_for_an_amd_gpu_in_windows_11/ | Notum1o1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bf9dk8 | false | null | t3_1bf9dk8 | /r/LocalLLaMA/comments/1bf9dk8/what_software_to_use_for_an_amd_gpu_in_windows_11/ | false | false | self | 1 | null |
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