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llama.cpp clblast is broken for mixtral any good alternatives ? | 2 | clblast is broken and i dont see any fixes in the near future (and it looks like they even want to remove blas and its variants) and hip/rocm is also not an alternative and because i am on rx7900xt cuda is also of the list
but i am short on both vram and ram so i cant run it on the cpu or gpu alone
| 2023-12-19T22:54:42 | https://www.reddit.com/r/LocalLLaMA/comments/18mf0vl/llamacpp_clblast_is_broken_for_mixtral_any_good/ | Zealousideal_Nail288 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18mf0vl | false | null | t3_18mf0vl | /r/LocalLLaMA/comments/18mf0vl/llamacpp_clblast_is_broken_for_mixtral_any_good/ | false | false | self | 2 | null |
Looking for a llm which is fine tuned specifically for Java | 11 | Hey guys, I am looking for a llm which is fine tuned completely on java projects, specifically for java spring boot. But maybe no one has curated a large enough dataset out of them to create an llm and the web search capabilities of these models are highly limited due to the limited context window.
There is an infinit... | 2023-12-19T22:33:32 | https://www.reddit.com/r/LocalLLaMA/comments/18meji3/looking_for_a_llm_which_is_fine_tuned/ | anonymous_abc99 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18meji3 | false | null | t3_18meji3 | /r/LocalLLaMA/comments/18meji3/looking_for_a_llm_which_is_fine_tuned/ | false | false | self | 11 | null |
Any ready to use evaluation colabs/notebooks with GPT4? | 2 | Beloved sub, has anyone heard about ready-to-use colab, which will feed the results to GPT4 and score them? I want to make a creative writing comparison between Mixtral 8x7b and Yi34b for a new post here and look for ways to expedite the process. | 2023-12-19T22:10:09 | https://www.reddit.com/r/LocalLLaMA/comments/18me0tk/any_ready_to_use_evaluation_colabsnotebooks_with/ | Shir_man | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18me0tk | false | null | t3_18me0tk | /r/LocalLLaMA/comments/18me0tk/any_ready_to_use_evaluation_colabsnotebooks_with/ | false | false | self | 2 | null |
Simple, hackable and pythonic LLM agent framework. I am just tired of bloated overengineered stuff. I figured that this community might appreciate it. | 138 | 2023-12-19T22:01:41 | https://github.com/galatolofederico/microchain | poppear | github.com | 1970-01-01T00:00:00 | 0 | {} | 18mdtzn | false | null | t3_18mdtzn | /r/LocalLLaMA/comments/18mdtzn/simple_hackable_and_pythonic_llm_agent_framework/ | false | false | 138 | {'enabled': False, 'images': [{'id': 'xSv__Ul8hVOi8S3qoIAL2N0UQmxU_vddWr_i1VS6zXs', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/MLQHxQYMPytK-DEBTKxBj1HPHx28LtdtS-7KkpAyLnQ.jpg?width=108&crop=smart&auto=webp&s=d86974f2b51061ee774c127b8a56ad424eb08bf5', 'width': 108}, {'height': 108, 'url': 'h... | ||
What language model would you recommend for running on 16GB RAM + 8GB VRAM 3060 Ti? | 1 | Especially for conversation/chatbot models and text generation.
| 2023-12-19T22:00:56 | https://www.reddit.com/r/LocalLLaMA/comments/18mdtba/what_language_model_would_you_recommend_for/ | Avner011 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18mdtba | false | null | t3_18mdtba | /r/LocalLLaMA/comments/18mdtba/what_language_model_would_you_recommend_for/ | false | false | self | 1 | null |
Does anyone use Azure for training? If so... how? | 1 | Hi all,
I'm working on trying to finetune different LLMs and have access to a fair amount of Azure credits. Has anyone had success with Azure? Clearly MSFT/OpenAI use it somehow, but I'm losing my freaking mind trying to figure it out.
Currently trying to quite literally just run a single a100 node (NC24ads A100 v... | 2023-12-19T21:41:38 | https://www.reddit.com/r/LocalLLaMA/comments/18mddb6/does_anyone_use_azure_for_training_if_so_how/ | chulpichochos | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18mddb6 | false | null | t3_18mddb6 | /r/LocalLLaMA/comments/18mddb6/does_anyone_use_azure_for_training_if_so_how/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'kzAXhn9-CI7mfBkKNWwt-0DnnL-SON5g9deRQ_fv2s8', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/5bfDzNofZZp0uosrHnnvJHdpKPDkRpryqLpSIaDaOKc.jpg?width=108&crop=smart&auto=webp&s=a0dd2a3e026a42ec5d044c183777487703bddb75', 'width': 108}, {'height': 113, 'url': 'h... |
How can I run a local llm on my pc? What software do I need? | 2 | I have an rtx3060 and 32gb ram. | 2023-12-19T21:39:47 | https://www.reddit.com/r/LocalLLaMA/comments/18mdbk2/how_can_i_run_a_local_llm_on_my_pc_what_software/ | panic_in_the_galaxy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18mdbk2 | false | null | t3_18mdbk2 | /r/LocalLLaMA/comments/18mdbk2/how_can_i_run_a_local_llm_on_my_pc_what_software/ | false | false | self | 2 | null |
Beginner havin setup-questions | 1 | [removed] | 2023-12-19T21:20:11 | https://www.reddit.com/r/LocalLLaMA/comments/18mcuwu/beginner_havin_setupquestions/ | Deus_Judex | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18mcuwu | false | null | t3_18mcuwu | /r/LocalLLaMA/comments/18mcuwu/beginner_havin_setupquestions/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 't_-23hSd3QvNb8eT3BzF9XxyLFoyIO5tMJHhJB7ALXs', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/5_wKWLsB9Ba-BkzGLa_KEtf7-Yfc2zfIAocqdqe2LY4.jpg?width=108&crop=smart&auto=webp&s=24ff658ac56a7caa517baacad2919798e3c676ae', 'width': 108}, {'height': 162, 'url': 'h... |
Beginner do_sample Problems and Running with GPU | 1 | [removed] | 2023-12-19T21:14:57 | https://www.reddit.com/r/LocalLLaMA/comments/18mcqg4/beginner_do_sample_problems_and_running_with_gpu/ | mrsalvadordali | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18mcqg4 | false | null | t3_18mcqg4 | /r/LocalLLaMA/comments/18mcqg4/beginner_do_sample_problems_and_running_with_gpu/ | false | false | self | 1 | null |
Higher quantization vs larger models - how do they compare today? Does it vary as we increase scale? | 8 | Basically wondering how performance between a high quantization of a smaller model like a 13b q6 or q8 fares vs a lower quantization of a larger model like a 30b q2? does this change as we go up in scale (e.g. 30b q6 vs 70b q2 instead of 13 vs 30)
I haven't been able to find much info about the topic that isn't 6+ mon... | 2023-12-19T21:03:05 | https://www.reddit.com/r/LocalLLaMA/comments/18mcgdl/higher_quantization_vs_larger_models_how_do_they/ | TopRecognition9302 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18mcgdl | false | null | t3_18mcgdl | /r/LocalLLaMA/comments/18mcgdl/higher_quantization_vs_larger_models_how_do_they/ | false | false | self | 8 | null |
Looking for AI Playground that doesn't store the data/prompts or use it to train models | 2 | I'm looking for something like openAI playground for their API, but for Mixtral. There are many out there but most are unclear about how they use my prompts and data. Here is what I need
1. Doesn't use my data to train models and only stores it to display it in my UI
2. Supports Mixtral Full (no 4 bits etc..)
3. Ab... | 2023-12-19T21:02:33 | https://www.reddit.com/r/LocalLLaMA/comments/18mcfvp/looking_for_ai_playground_that_doesnt_store_the/ | bootstrapper-919 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18mcfvp | false | null | t3_18mcfvp | /r/LocalLLaMA/comments/18mcfvp/looking_for_ai_playground_that_doesnt_store_the/ | false | false | self | 2 | null |
Does someone know which text generation model I can fine-tune with the HF Transformers library for a documentation Q&A model that will work on my laptop's Nvidia RTX 2060 with 6GB of VRAM? | 4 | When it comes to running models on my laptop, a lot of 7b models surprisingly do manage to run but with obviously slow runtimes. I have managed to run Microsoft's phi-2 model which is trending on HF right now and it does respond to my query after around 20 seconds on average.
Even though I was able to run the model a... | 2023-12-19T20:50:40 | https://www.reddit.com/r/LocalLLaMA/comments/18mc5is/does_someone_know_which_text_generation_model_i/ | Ruinous_Calamity | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18mc5is | false | null | t3_18mc5is | /r/LocalLLaMA/comments/18mc5is/does_someone_know_which_text_generation_model_i/ | false | false | self | 4 | null |
Wizard is so back -- SOTA WizardMath-7B-V1.1 outperforms Mixtral | 1 | 2023-12-19T20:50:21 | https://twitter.com/WizardLM_AI/status/1737124383175664120 | airtwink | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 18mc59a | false | {'oembed': {'author_name': 'WizardLM', 'author_url': 'https://twitter.com/WizardLM_AI', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">🔥 Excited to release the SOTA WizardMath-7B-V1.1 model, the best 7B math LLM powered by RLEIF.<br><br>🥇 83.2% pass@1 on GSM... | t3_18mc59a | /r/LocalLLaMA/comments/18mc59a/wizard_is_so_back_sota_wizardmath7bv11/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'AyVE2L3slUkv1HATYYysXJEWv4UY8yJs45w2q_cPA5U', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/OoEFsjFKDjX90DLyQC1hGIbV8grSQILVatBqcGF2kf0.jpg?width=108&crop=smart&auto=webp&s=05c5d2576c3483f5cae4984efff26510591c5f08', 'width': 108}, {'height': 216, 'url': '... | ||
Anyone using dual 4060 16gb? Recommendations? | 5 | I wonder how it works for you, considering that nv-link is for more expensive models and memory bandwidth is lowers than in 3060.
I was interested in buying 4016, with later being able to buy second one. There has been scepticism from people here caused by mentioned memory speed limit and the fact that gain in memory ... | 2023-12-19T20:47:14 | https://www.reddit.com/r/LocalLLaMA/comments/18mc2ln/anyone_using_dual_4060_16gb_recommendations/ | Accomplished_Bet_127 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18mc2ln | false | null | t3_18mc2ln | /r/LocalLLaMA/comments/18mc2ln/anyone_using_dual_4060_16gb_recommendations/ | false | false | self | 5 | null |
How to interact with a character via REST API on Ooba | 1 | [removed] | 2023-12-19T20:36:05 | https://www.reddit.com/r/LocalLLaMA/comments/18mbt0q/how_to_interact_with_a_character_via_rest_api_on/ | phas0ruk1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18mbt0q | false | null | t3_18mbt0q | /r/LocalLLaMA/comments/18mbt0q/how_to_interact_with_a_character_via_rest_api_on/ | false | false | self | 1 | null |
Simple question: how to get my PDFs inside LLAMA without rag. | 2 | Confused between fine tuning & training. And what are best tools to get working on my rtx4050 laptop 4vram:/ | 2023-12-19T20:26:42 | https://www.reddit.com/r/LocalLLaMA/comments/18mbl4e/simple_question_how_to_get_my_pdfs_inside_llama/ | Hot-Acanthisitta-950 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18mbl4e | false | null | t3_18mbl4e | /r/LocalLLaMA/comments/18mbl4e/simple_question_how_to_get_my_pdfs_inside_llama/ | false | false | self | 2 | null |
For cards that need EPS power: what do we do if the wider clips on consumer psu's means the connector doesn't fit? can we force it in? | 2 | Not sure if this is the right place to ask but for cards like the Nvidia Tesla P40 - cards that need EPS power - if I have a 4+4 cpu power connector but the card is shaped for a single 8 pin eps connector with a single clip rather than the 2 a 4+4 connector has - can I just cut off the extra bit of plastic preventing i... | 2023-12-19T20:26:04 | https://www.reddit.com/r/LocalLLaMA/comments/18mbklr/for_cards_that_need_eps_power_what_do_we_do_if/ | TopRecognition9302 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18mbklr | false | null | t3_18mbklr | /r/LocalLLaMA/comments/18mbklr/for_cards_that_need_eps_power_what_do_we_do_if/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'mRMcv7W9VCLrtVZ1wk-EgzMG_maVqo3sNojeXltWYH4', 'resolutions': [{'height': 47, 'url': 'https://external-preview.redd.it/WzA2WVc6CZ_w0jU3lZHlj9u14Ql-Vb98dIFw2kEisFg.jpg?width=108&crop=smart&auto=webp&s=fbd9105a74002d1892fb015d67660a2c4f1f85ac', 'width': 108}, {'height': 94, 'url': 'ht... |
AI Assistant Desktop for everything | 9 | Is there a desktop application similar to an AI assistant? I've been thinking about an idea for days, and in a similar way to the fact that there are many assistants in IDEs like VSC, having a customizable assistant running in the background (like Amazon Code Whispered in VSC), that can work with open AI models source... | 2023-12-19T19:54:19 | https://www.reddit.com/r/LocalLLaMA/comments/18matfq/ai_assistant_desktop_for_everything/ | RiskRain303 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18matfq | false | null | t3_18matfq | /r/LocalLLaMA/comments/18matfq/ai_assistant_desktop_for_everything/ | false | false | self | 9 | null |
llama.cpp import | 1 | `from llama_cpp import Llama` won't work on my M1 mac even after installing llama-cpp-python. i even tried installing older versions of llama-cpp-python but it still doesn't work. anyone got ideas on how to fix this ? | 2023-12-19T18:51:04 | https://www.reddit.com/r/LocalLLaMA/comments/18m9awx/llamacpp_import/ | marmik_ch19 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18m9awx | false | null | t3_18m9awx | /r/LocalLLaMA/comments/18m9awx/llamacpp_import/ | false | false | self | 1 | null |
Fine-tune Mistral-7B or Starling | 6 | I am trying to solve the ARC or ConceptARC tasks using the LLMs. On the benchmarks, Straling-7B seemed to be the second-best model after GPT-4. Therefore we started conducting our experiments using Starling however, it performed poorly and now we are considering fine-tuning this model. We have a limited dataset of arou... | 2023-12-19T18:43:17 | https://www.reddit.com/r/LocalLLaMA/comments/18m94ah/finetune_mistral7b_or_starling/ | judgeofthenight | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18m94ah | false | null | t3_18m94ah | /r/LocalLLaMA/comments/18m94ah/finetune_mistral7b_or_starling/ | false | false | self | 6 | null |
What is the best model I can currently run with an RTX 3080? | 7 | Hello everyone! what is currently the best model I can run with an RTX3080 and around 32 GB of ddr4 ram. I really wanted to try out the mistralai but I realized you need around 100 GB of Vram which unfortunately I don't have.
My use case is history, learning new things, coding, and language learning (specifically G... | 2023-12-19T18:31:03 | https://www.reddit.com/r/LocalLLaMA/comments/18m8ts9/what_is_the_best_model_i_can_currently_run_with/ | EfficientDivide1572 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18m8ts9 | false | null | t3_18m8ts9 | /r/LocalLLaMA/comments/18m8ts9/what_is_the_best_model_i_can_currently_run_with/ | false | false | self | 7 | null |
Which one shoud I download? Can someone explain their differences and filesizes? | 5 | 2023-12-19T18:12:42 | CloudStrx | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18m8dof | false | null | t3_18m8dof | /r/LocalLLaMA/comments/18m8dof/which_one_shoud_i_download_can_someone_explain/ | false | false | 5 | {'enabled': True, 'images': [{'id': '7YL6v7VDTSYOOuoZGDz51_bcJo8yLU9buZe0ePX1XFs', 'resolutions': [{'height': 55, 'url': 'https://preview.redd.it/6z5jl2qjla7c1.png?width=108&crop=smart&auto=webp&s=904359d3b0c2038772307c9e1484c85fc3db0c98', 'width': 108}, {'height': 111, 'url': 'https://preview.redd.it/6z5jl2qjla7c1.png... | |||
How to run Mixtral in Oobabooga? | 9 | Hi there guys, I hope you're doing fine and getting ready for Christmas :)
Sorry in advance for my English, I'm not a native speaker.
Here's my question: I have a Legion laptop with a 4070 (8GB), a 13900H and 32GB DDR5. I am very pleased with Mixtral, but I find my tokens/sec pretty low compared to people with si... | 2023-12-19T17:51:08 | https://www.reddit.com/r/LocalLLaMA/comments/18m7vnq/how_to_run_mixtral_in_oobabooga/ | Tomorrow_Previous | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18m7vnq | false | null | t3_18m7vnq | /r/LocalLLaMA/comments/18m7vnq/how_to_run_mixtral_in_oobabooga/ | false | false | self | 9 | null |
Deci/DeciLM-7B-instruct-GGUF | 26 | 2023-12-19T17:47:43 | https://huggingface.co/Deci/DeciLM-7B-instruct-GGUF/tree/main | cov_id19 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 18m7sss | false | null | t3_18m7sss | /r/LocalLLaMA/comments/18m7sss/decidecilm7binstructgguf/ | false | false | 26 | {'enabled': False, 'images': [{'id': '0N0Eqme-zi01gfEYgPyrn7ebnPRj2JGXYsxbPLVE85w', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Ff9A9Z-v55UTx0tc6cqlBluEQIZaVaWuCAo6jC14-fw.jpg?width=108&crop=smart&auto=webp&s=73b5e017e9f820778b6e498e0e743f75b892af46', 'width': 108}, {'height': 116, 'url': 'h... | ||
Recently i buy Asus RTX 3060 12 GB VRAM, and run Mistral 7B highest quantized model 7.7GB now the answer comes in seconds like chatgpt.😋😊 | 1 | [removed] | 2023-12-19T17:44:39 | TalhaZubair147 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18m7q6g | false | null | t3_18m7q6g | /r/LocalLLaMA/comments/18m7q6g/recently_i_buy_asus_rtx_3060_12_gb_vram_and_run/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'FhYHrCvgq-h1MGHx9KbDYcEk4fpQenNyodO9f4Jq9Ag', 'resolutions': [{'height': 144, 'url': 'https://preview.redd.it/g9em3kmrga7c1.jpeg?width=108&crop=smart&auto=webp&s=3c267fb2904f0597f641d1cce6ae8a8735396db3', 'width': 108}, {'height': 288, 'url': 'https://preview.redd.it/g9em3kmrga7c1.j... | ||
Google AI Introduces PixelLLM | 1 | [removed] | 2023-12-19T17:39:35 | https://www.reddit.com/r/LocalLLaMA/comments/18m7lw1/google_ai_introduces_pixelllm/ | Data_Nerd1979 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18m7lw1 | false | null | t3_18m7lw1 | /r/LocalLLaMA/comments/18m7lw1/google_ai_introduces_pixelllm/ | false | false | self | 1 | null |
Testing Mixtral 8x7b vs. GPT-4 for boolean classification | 112 | 2023-12-19T17:39:21 | JShelbyJ | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18m7lpk | false | null | t3_18m7lpk | /r/LocalLLaMA/comments/18m7lpk/testing_mixtral_8x7b_vs_gpt4_for_boolean/ | false | false | 112 | {'enabled': True, 'images': [{'id': '4RcOAbo6BM0r0ki8zHcF5XXi0ZUNjYyRElK73xqypJM', 'resolutions': [{'height': 59, 'url': 'https://preview.redd.it/6o0g8rypfa7c1.png?width=108&crop=smart&auto=webp&s=f2f7f1f84074d4f7e4350e17a8a04c0958f19137', 'width': 108}, {'height': 119, 'url': 'https://preview.redd.it/6o0g8rypfa7c1.png... | |||
People with 3090s what is your set up and how many t/s do you get when running the yi 34b model? | 4 | I am upgrading soon and want to get the most out of my card. But there a lot of other variables such as user interface, quantization, interpreter, even CPU and ram! | 2023-12-19T17:37:43 | https://www.reddit.com/r/LocalLLaMA/comments/18m7kbx/people_with_3090s_what_is_your_set_up_and_how/ | BackyardAnarchist | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18m7kbx | false | null | t3_18m7kbx | /r/LocalLLaMA/comments/18m7kbx/people_with_3090s_what_is_your_set_up_and_how/ | false | false | self | 4 | null |
Do I need a GPU for running LLMs on my machine? I just want to run it. Not train it or finetune it | 1 | Basically the title. I just want to run models. I don't want to train it or fine-tune it. Just run it. Will it work without a GPU? | 2023-12-19T17:32:29 | https://www.reddit.com/r/LocalLLaMA/comments/18m7fu7/do_i_need_a_gpu_for_running_llms_on_my_machine_i/ | Both-Mongoose1211 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18m7fu7 | false | null | t3_18m7fu7 | /r/LocalLLaMA/comments/18m7fu7/do_i_need_a_gpu_for_running_llms_on_my_machine_i/ | false | false | self | 1 | null |
Quantization explained with PyTorch - Post-Training Quantization, Quantization-Aware Training | 1 | [removed] | 2023-12-19T17:23:37 | https://www.reddit.com/r/LocalLLaMA/comments/18m7886/quantization_explained_with_pytorch_posttraining/ | APaperADay | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18m7886 | false | null | t3_18m7886 | /r/LocalLLaMA/comments/18m7886/quantization_explained_with_pytorch_posttraining/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'OVAjBU6FcN6AVohzmOeS1gHarNIdee8uAUAIONerctk', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/km0gf62jmo0Q34vp6OLQxGofBIo2kKlrFvWM47lXX9A.jpg?width=108&crop=smart&auto=webp&s=1106652addb6976efbff7edf9fab70b8458290d6', 'width': 108}, {'height': 162, 'url': 'h... |
For Exllamav2, how many Mixtral experts are optimal and at what bits-per-weight? | 42 | Ran some perplexity measurements with the Mixtral 8x7B base model at varying bpw:
* Used ThePile file 0100.parquet as the calibration data
* Used exl2 quantizations in 2.4, 3.0, 3.5, 4.0, 5.0, and 6.0 bpw sizes
Take-aways:
* Perplexity seems to lowest at 2-3 experts
* Surprisingly, even at 3.0 bpw, the perplexity is... | 2023-12-19T17:13:17 | https://www.reddit.com/r/LocalLLaMA/comments/18m6zjz/for_exllamav2_how_many_mixtral_experts_are/ | lone_striker | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18m6zjz | false | null | t3_18m6zjz | /r/LocalLLaMA/comments/18m6zjz/for_exllamav2_how_many_mixtral_experts_are/ | false | false | 42 | {'enabled': False, 'images': [{'id': 'An0iJLapq-5CUQQlm3lWegevVWf7wlANjmn1iOwCTqk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/BOaSYNg6lhlngBhuDS68WpIBibLf88Q_KzjZVrFpgEc.jpg?width=108&crop=smart&auto=webp&s=2c0b032bdc9d0820b318f57def3af620afe60ee8', 'width': 108}, {'height': 116, 'url': 'h... | |
Mine crypto when idle? | 1 | Hey!
Considering to set up my own local LLaMA setup, but just wondering what to do with the cards when they are idle.
Idea would be to mine crypto when LLM is not in use, and stop mining when in use - to utilize the card 100% of the time instead of just idling a cluster of cards. Would make the investment also easie... | 2023-12-19T17:04:40 | https://www.reddit.com/r/LocalLLaMA/comments/18m6s7t/mine_crypto_when_idle/ | Rabus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18m6s7t | false | null | t3_18m6s7t | /r/LocalLLaMA/comments/18m6s7t/mine_crypto_when_idle/ | false | false | self | 1 | null |
GCP credits to train YOUR model | 1 | Hello all,
As stated in the post [here](https://www.reddit.com/r/LocalLLaMA/comments/18m0fdr/llm_dev_give_back_program/) we are giving away a bunch of credits to train your models.
DM me if you need credits to train your model. | 2023-12-19T16:44:38 | https://www.reddit.com/r/LocalLLaMA/comments/18m6azy/gcp_credits_to_train_your_model/ | ArtZab | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18m6azy | false | null | t3_18m6azy | /r/LocalLLaMA/comments/18m6azy/gcp_credits_to_train_your_model/ | false | false | self | 1 | null |
2023, year of open LLMs | 275 | Hi folks!
clefourrier from 🤗 here! As this year has been super eventful in terms of open releases and work around LLMs, I made a summary, which could be interesting to people here
[https://huggingface.co/blog/2023-in-llms](https://huggingface.co/blog/2023-in-llms)
Takeaways:
\- This year has seen a rise o... | 2023-12-19T16:42:30 | https://www.reddit.com/r/LocalLLaMA/comments/18m697w/2023_year_of_open_llms/ | clefourrier | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18m697w | false | null | t3_18m697w | /r/LocalLLaMA/comments/18m697w/2023_year_of_open_llms/ | false | false | self | 275 | {'enabled': False, 'images': [{'id': 'Yue9xbnpLv0EneyMvakFROMl9fzkRU3f1wm2uOK5lKo', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/fWq1lSMateVVW6MvBsoS2JmUcF_vK87rUNRi2-KzD4s.jpg?width=108&crop=smart&auto=webp&s=517a388de21deb61e414e0bfd44afc80573c829f', 'width': 108}, {'height': 108, 'url': 'h... |
For brevity, I'm going to refer to AI Natural Language as AINL | 1 | [removed] | 2023-12-19T16:29:09 | https://www.reddit.com/r/LocalLLaMA/comments/18m5y0g/for_brevity_im_going_to_refer_to_ai_natural/ | Future_Might_8194 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18m5y0g | false | null | t3_18m5y0g | /r/LocalLLaMA/comments/18m5y0g/for_brevity_im_going_to_refer_to_ai_natural/ | false | false | self | 1 | null |
Inference for m2m100 | 1 | [removed] | 2023-12-19T15:59:51 | https://www.reddit.com/r/LocalLLaMA/comments/18m5967/inference_for_m2m100/ | Torkoslav | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18m5967 | false | null | t3_18m5967 | /r/LocalLLaMA/comments/18m5967/inference_for_m2m100/ | false | false | self | 1 | null |
Real world multi step reasoning software benchmark results | 73 | ​
https://preview.redd.it/z4m8jobwv97c1.jpg?width=2690&format=pjpg&auto=webp&s=c20f5192a9760a5c832ef692071a50e2e9191611
We've all seen dozens of models that claim "GPT-4 performance from a 7B model!" and been disappointed by their real world performance. Don't get me wrong, they are excellent for a 7B model, b... | 2023-12-19T15:54:48 | https://www.reddit.com/r/LocalLLaMA/comments/18m54tw/real_world_multi_step_reasoning_software/ | seraine | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18m54tw | false | null | t3_18m54tw | /r/LocalLLaMA/comments/18m54tw/real_world_multi_step_reasoning_software/ | false | false | 73 | {'enabled': False, 'images': [{'id': '8uQluopAdOX83PmbDNzYDUWK-ZY6NYR7AvtFtRi1fCM', 'resolutions': [{'height': 61, 'url': 'https://external-preview.redd.it/6u4On80BCZjF7r2Z3N4VDQ8cpzGe0M75dzlBdSCXXno.jpg?width=108&crop=smart&auto=webp&s=803a028decda1d2de6f924869f431dceaa3166ff', 'width': 108}, {'height': 123, 'url': 'h... | |
4bit quantized vs GPTQ finetuning | 6 | Hi everyone,
I'm currently finetuning Zephyr-7b and i noticed that both the 4-bit quantized version and the GPTQ use around 5 GB of memory, but I also notice that the speed of GPTQ is \~20% better.
So my question is, which is the difference in terms of quality of results if I use the GPTQ as base model instead of the... | 2023-12-19T15:27:16 | https://www.reddit.com/r/LocalLLaMA/comments/18m4hor/4bit_quantized_vs_gptq_finetuning/ | Infopz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18m4hor | false | null | t3_18m4hor | /r/LocalLLaMA/comments/18m4hor/4bit_quantized_vs_gptq_finetuning/ | false | false | self | 6 | null |
Deducing Mistral Medium size from pricing: Is it a 195b parameter - 8x30b MoE model? | 23 | What is this Mistral mystery 'Medium' model that easily beats GPT-3.5? My \*very speculative\* calculations show that it could be a \~195b total parameter model, structured as 8x30b mixture of experts (see my thinking & link to spreadsheet below).
'Medium' is a mystery model that we know nothing about (Medium benchma... | 2023-12-19T14:12:15 | https://www.reddit.com/r/LocalLLaMA/comments/18m2t0z/deducing_mistral_medium_size_from_pricing_is_it_a/ | Time-Winter-4319 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18m2t0z | false | null | t3_18m2t0z | /r/LocalLLaMA/comments/18m2t0z/deducing_mistral_medium_size_from_pricing_is_it_a/ | false | false | 23 | null | |
Recommended resources to learn? | 1 | Hi everyone! I'm trying to help to train an LLM for a specific purpose for a startup (budget around 5$ Million). I have a heavy background in Mathematics & CS.
I understand that fine-tuning a Llama2 based model(/GPT4?) will be more cost-effective than making one from scratch.
What resources would you recommend with t... | 2023-12-19T14:11:06 | https://www.reddit.com/r/LocalLLaMA/comments/18m2s6b/recommended_resources_to_learn/ | ErikDz11 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18m2s6b | false | null | t3_18m2s6b | /r/LocalLLaMA/comments/18m2s6b/recommended_resources_to_learn/ | false | false | self | 1 | null |
Recommendation for a local server - budget 100k | 35 | I am planning to build a GPU server with a budget of $100k and I would appreciate your help with the *initial* setup.
My aim is to run and train (mutliple) local models, starting with 13B Mistral and, depeding on use-case very likely expanding to larger models (100B+) in the future (1 year from now). The hardware... | 2023-12-19T14:02:50 | https://www.reddit.com/r/LocalLLaMA/comments/18m2ll8/recommendation_for_a_local_server_budget_100k/ | Ok_Wishbone9505 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18m2ll8 | false | null | t3_18m2ll8 | /r/LocalLLaMA/comments/18m2ll8/recommendation_for_a_local_server_budget_100k/ | false | false | self | 35 | null |
Why is there no prompt template convergence? | 62 | They all seem fulfill the same approximate task and using the wrong one messes up quality.
Was kinda expecting this to converge towards some sort of consensus given how useful that would be for ease of use and also merges.
Why do people keep coming up with new ones? | 2023-12-19T13:35:03 | https://www.reddit.com/r/LocalLLaMA/comments/18m20s9/why_is_there_no_prompt_template_convergence/ | AnomalyNexus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18m20s9 | false | null | t3_18m20s9 | /r/LocalLLaMA/comments/18m20s9/why_is_there_no_prompt_template_convergence/ | false | false | self | 62 | null |
Easily implement parallel training. | 2 | 2023-12-19T13:33:17 | https://github.com/NoteDancing/Note | NoteDancing | github.com | 1970-01-01T00:00:00 | 0 | {} | 18m1zia | false | null | t3_18m1zia | /r/LocalLLaMA/comments/18m1zia/easily_implement_parallel_training/ | false | false | 2 | {'enabled': False, 'images': [{'id': 'PYslgFqe5m12uNk9I4vP2CFL-FKjlRvsN19LzaU2GrU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/J9nDn2nc_7elxm1LgBHrs5u08wjq_dwL1vgUfJvGyd0.jpg?width=108&crop=smart&auto=webp&s=8c8202299eeaaaac86d2cffc052b39b61177ca3d', 'width': 108}, {'height': 108, 'url': 'h... | ||
[Video] LocalAI: a drop-in, open-source replacement for the OpenAI API | 22 | 2023-12-19T13:16:00 | https://semaphoreci.com/blog/localai | tomasfern | semaphoreci.com | 1970-01-01T00:00:00 | 0 | {} | 18m1n6v | false | null | t3_18m1n6v | /r/LocalLLaMA/comments/18m1n6v/video_localai_a_dropin_opensource_replacement_for/ | false | false | 22 | {'enabled': False, 'images': [{'id': '_kqH8_ynsob4nZkChl0V3usFEaGrUBFZSjwYo5zfkpY', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/U7fA-sf9qhjccmR1N8UZ5tphlhUrfClslvrenBRGCm4.jpg?width=108&crop=smart&auto=webp&s=0830121ca3f461e702a558a7727513df197c6ab8', 'width': 108}, {'height': 121, 'url': 'h... | ||
LLM Dev Give Back Program | 5 | We have 10 good people who signed up for credits here to help train LLMs: https://join.slack.com/t/halyai/shared_invite/zt-23euqlj0i-kM68jyXT_o__cx_1DkLYpA
Join the #gcp channel.
We have 10 board members (all LLM devs). I am not on the board so don't get a say in what gets funded but am supplying the credits. I perso... | 2023-12-19T12:10:42 | https://www.reddit.com/r/LocalLLaMA/comments/18m0fdr/llm_dev_give_back_program/ | navrajchohan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18m0fdr | false | null | t3_18m0fdr | /r/LocalLLaMA/comments/18m0fdr/llm_dev_give_back_program/ | false | false | self | 5 | null |
What will it take to train a 124M Param LLM with 2.48B tokens? | 12 | There have been lot of progress in making pretraining efficient it used to take $6k to train smaller models but now I'm assuming this should only take <$1k.
I'm planning to train a model with following things:
Parameter: 124M
Dataset: 520M tokens
Epochs: 4.7
Total training tokens: 2.48B
I'm wondering how much will it... | 2023-12-19T11:57:20 | https://www.reddit.com/r/LocalLLaMA/comments/18m06x5/what_will_it_take_to_train_a_124m_param_llm_with/ | Independent_Key1940 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18m06x5 | false | null | t3_18m06x5 | /r/LocalLLaMA/comments/18m06x5/what_will_it_take_to_train_a_124m_param_llm_with/ | false | false | self | 12 | null |
Telling mixtral that it is "ChatGPT developed by OpenAI" boosts humaneval score by 6% | 242 | 2023-12-19T11:12:10 | https://twitter.com/abacaj/status/1736819789841281372 | DragonfruitNeat8979 | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 18lzh4t | false | {'oembed': {'author_name': 'anton', 'author_url': 'https://twitter.com/abacaj', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Telling mixtral that it is "ChatGPT developed by OpenAI" boosts humaneval score by 6% <a href="https://t.co/XdNMsoMbN7">pic... | t3_18lzh4t | /r/LocalLLaMA/comments/18lzh4t/telling_mixtral_that_it_is_chatgpt_developed_by/ | false | false | 242 | {'enabled': False, 'images': [{'id': 'OyThV-dHvKyE3X3ClAYIXT1aY8UOLuNnxV4rdzebsIw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/IjgMrc-7cjb7orIahx9JWma3cPnufMFZfJlZq5BDi6c.jpg?width=108&crop=smart&auto=webp&s=59fa2662b9f21d887ce2f5989e7dc49b7fd542f6', 'width': 108}], 'source': {'height': 70,... | ||
gpt4 api data leak | 1 | i think we found somehow a dataleak now in gpt4 api: [https://www.reddit.com/r/OpenAI/comments/18ly1wo/possible\_gpt40613\_data\_leak](https://www.reddit.com/r/OpenAI/comments/18ly1wo/possible_gpt40613_data_leak) | 2023-12-19T10:29:12 | https://www.reddit.com/r/LocalLLaMA/comments/18lytng/gpt4_api_data_leak/ | kontostamas | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lytng | false | null | t3_18lytng | /r/LocalLLaMA/comments/18lytng/gpt4_api_data_leak/ | false | false | self | 1 | null |
How to parallellize GPTQ Models? | 2 | [removed] | 2023-12-19T10:07:26 | https://www.reddit.com/r/LocalLLaMA/comments/18lyi8t/how_to_parallellize_gptq_models/ | Special_Crew_401 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lyi8t | false | null | t3_18lyi8t | /r/LocalLLaMA/comments/18lyi8t/how_to_parallellize_gptq_models/ | false | false | self | 2 | null |
How does resize_token_embeddings() refactor embeddings for newly added tokens? | 2 | I am new to Natural Language Processing and currently working on machine translation using ALMA-7B model from Hugging Face. I wanted to create custom tokenizer based on the tokens that I have in my Word2Vec Embeddings and I also have their corresponding Embeddings (weights) with me. I am adding the tokens to tokenizers... | 2023-12-19T10:06:20 | https://www.reddit.com/r/LocalLLaMA/comments/18lyhp3/how_does_resize_token_embeddings_refactor/ | Sheamus-Firehead | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lyhp3 | false | null | t3_18lyhp3 | /r/LocalLLaMA/comments/18lyhp3/how_does_resize_token_embeddings_refactor/ | false | false | self | 2 | null |
Best Model for RAG | 1 | [removed] | 2023-12-19T09:28:16 | https://www.reddit.com/r/LocalLLaMA/comments/18lxxkn/best_model_for_rag/ | Simple-Praline-7170 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lxxkn | false | null | t3_18lxxkn | /r/LocalLLaMA/comments/18lxxkn/best_model_for_rag/ | false | false | self | 1 | null |
llama.cpp slow on wsl | 3 | '''bash
./main -m models/llama2-7b-chat.gguf -p "Building a website can be done in 10 simple steps:\\nStep 1:" -n 400 -e
'''
'''bash
\+---------------------------------------------------------------------------------------+
| NVIDIA-SMI 535.54.06 Driver Version: 536.40 CUDA Version: 12.2 |
... | 2023-12-19T08:37:14 | https://www.reddit.com/r/LocalLLaMA/comments/18lx7ot/llamacpp_slow_on_wsl/ | seansept | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lx7ot | false | null | t3_18lx7ot | /r/LocalLLaMA/comments/18lx7ot/llamacpp_slow_on_wsl/ | false | false | self | 3 | null |
Best tools to you deploy my model (serverless, fully managed) ? | 9 | Hi ! I am searching at different solutions to help me deploy an open source hugging face model. Would love to find something that is serverless with good management options (version control, policy management...). If it's open source it's even better. Thanks! | 2023-12-19T08:35:41 | https://www.reddit.com/r/LocalLLaMA/comments/18lx6xt/best_tools_to_you_deploy_my_model_serverless/ | New_Detective_1363 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lx6xt | false | null | t3_18lx6xt | /r/LocalLLaMA/comments/18lx6xt/best_tools_to_you_deploy_my_model_serverless/ | false | false | self | 9 | null |
Did Mixtral 8x7B Really Beat GPT 3.5 Turbo? | 1 | [removed] | 2023-12-19T08:23:57 | https://www.reddit.com/r/LocalLLaMA/comments/18lx0qi/did_mixtral_8x7b_really_beat_gpt_35_turbo/ | Optimal-Resist-5416 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lx0qi | false | null | t3_18lx0qi | /r/LocalLLaMA/comments/18lx0qi/did_mixtral_8x7b_really_beat_gpt_35_turbo/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'avD1ulGYeHad7YTN5OkV14TWm4ZYS_2i9H7DuRRlMLg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/5ugtpt-lGRzAFmpgIDTs6C-jm3EHQiOsliG9TrLTupk.jpg?width=108&crop=smart&auto=webp&s=879a063c37b768bbec8be1767df36c093b8edada', 'width': 108}, {'height': 116, 'url': 'h... |
Unable to test a model on Runpod | 2 | Hi there,
I used runpod to test a few LLMs in the past and it always worked well.
I am now trying to test [https://huggingface.co/BlinkDL/rwkv-5-world/tree/main](https://huggingface.co/BlinkDL/rwkv-5-world/tree/main) but after downloading and refreshing the models list, when I click on the LOAD button on the TextUI i... | 2023-12-19T08:19:13 | https://www.reddit.com/r/LocalLLaMA/comments/18lwy98/unable_to_test_a_model_on_runpod/ | olddoglearnsnewtrick | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lwy98 | false | null | t3_18lwy98 | /r/LocalLLaMA/comments/18lwy98/unable_to_test_a_model_on_runpod/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'thSkhsfiqu6vQbi9xbhR2KKJPKcVCrECTapP4MceGgo', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/oWYfyQp4NFau22g20tQ0g_RfRaZSI6Ip-9V4NsyA6Ik.jpg?width=108&crop=smart&auto=webp&s=e15ee1bbbab9b7efe9cde8190f6f4fa3a7d9c45c', 'width': 108}, {'height': 116, 'url': 'h... |
AMD compability? | 4 | With the AMD MI3000X / MX3000A on the rise I'm curious if the compability will be a problem, especially regarding the fast development in the field and the open source movement, that likely mainly concentrate to get things working quickly for the market leader rather than focusing on compability for each card/manufactu... | 2023-12-19T08:13:18 | https://www.reddit.com/r/LocalLLaMA/comments/18lwv8i/amd_compability/ | No-Dot-6573 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lwv8i | false | null | t3_18lwv8i | /r/LocalLLaMA/comments/18lwv8i/amd_compability/ | false | false | self | 4 | null |
Best host/VPS for GGML models | 3 | I'm currently building a project where I need to host a GGML llama-2 version in a VPS in order to access it from everywhere.
Since these models need so much RAM and CPU resources (as far as I know), I was wondering if anyone knew a cheap enough VPS for this kind of projects.
The version of llama that I'm using is the... | 2023-12-19T08:12:30 | https://www.reddit.com/r/LocalLLaMA/comments/18lwuvc/best_hostvps_for_ggml_models/ | Responsible-Sky8889 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lwuvc | false | null | t3_18lwuvc | /r/LocalLLaMA/comments/18lwuvc/best_hostvps_for_ggml_models/ | false | false | self | 3 | null |
Settings for LMStudio to keep CPU temps low | 2 | Hello everyone,
as the title says, im running models with LMStudio and if i want to run prompts in batch (using the API and a python script), my CPU temperatures hit +90C.. with an average of 89C CPU package. im looking for reccomendations how to address it.
My PC Settings, i9 13000k, 4090 and 96GB 5600 DDR5, asus p... | 2023-12-19T08:09:09 | https://www.reddit.com/r/LocalLLaMA/comments/18lwt55/settings_for_lmstudio_to_keep_cpu_temps_low/ | Ecstatic_Sale1739 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lwt55 | false | null | t3_18lwt55 | /r/LocalLLaMA/comments/18lwt55/settings_for_lmstudio_to_keep_cpu_temps_low/ | false | false | self | 2 | null |
System requirement for Mixtral 8x7B? | 2 | Hi
* OS: Debian 12.4
* CPU: Intel i3-8130U (4) @ 3.400GHz
* RAM: 32 Gb (DDR4-2400) RAM
* iGPU: Intel UHD Graphics 620
is that enough?
What other model I can use with this specs? | 2023-12-19T07:51:56 | https://www.reddit.com/r/LocalLLaMA/comments/18lwk8b/system_requirement_for_mixtral_8x7b/ | shashankx86 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lwk8b | false | null | t3_18lwk8b | /r/LocalLLaMA/comments/18lwk8b/system_requirement_for_mixtral_8x7b/ | false | false | default | 2 | null |
Cascade Speculative Drafting for up to 72 percent additional speedup over speculative decoding. Put another way: 3-4x faster inference vs traditional decoding! | 30 | 2023-12-19T07:42:26 | https://huggingface.co/papers/2312.11462 | jd_3d | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 18lwfdl | false | null | t3_18lwfdl | /r/LocalLLaMA/comments/18lwfdl/cascade_speculative_drafting_for_up_to_72_percent/ | false | false | 30 | {'enabled': False, 'images': [{'id': 'Y7a-epNbnJvvuATdGiZSgqsVFE8Si0G-MuBhbVIMHuk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/jsBoy36N7LJ43RGmXSD4JBxorZC1HCHdXicDPtADGAc.jpg?width=108&crop=smart&auto=webp&s=af9c5e254c9a40a62a9b46b74191aaa4e77c0e52', 'width': 108}, {'height': 116, 'url': 'h... | ||
Alternative tool like llmsherpa that can run locally | 3 | Hi folks, I needed some tools for better pdf parsing(ability to parse tables properly) for an RAG application.
Currently I am using pypdf to dump the text and chunking them manually. I stumbled across [llmsherpa](https://github.com/nlmatics/llmsherpa) today, which is something I am looking for my application.
The Iss... | 2023-12-19T07:32:18 | https://www.reddit.com/r/LocalLLaMA/comments/18lwa5c/alternative_tool_like_llmsherpa_that_can_run/ | comical_cow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lwa5c | false | null | t3_18lwa5c | /r/LocalLLaMA/comments/18lwa5c/alternative_tool_like_llmsherpa_that_can_run/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'jL3QHCNKezRI4_TFc0nsFeHIUcXbHoWJj7UnL5S0wVo', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/UDoj9Q3MBr5QBN4BjhwoNlIoJvWKl-YyvH1rgYM6h3I.jpg?width=108&crop=smart&auto=webp&s=455783e70fffee35265a900e5c59349d3edfb030', 'width': 108}, {'height': 108, 'url': 'h... |
what's the difference between koboldcpp, sillytavern and oogabooga? | 4 | quite new to all of this, hope someone can give me a rundown of these tools | 2023-12-19T06:33:16 | https://www.reddit.com/r/LocalLLaMA/comments/18lve2x/whats_the_difference_between_koboldcpp/ | Caffdy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lve2x | false | null | t3_18lve2x | /r/LocalLLaMA/comments/18lve2x/whats_the_difference_between_koboldcpp/ | false | false | self | 4 | null |
Text Gen WebUI doesn't work the same way it did before. | 2 | As the stated in the title, any models at all(GGUF), GPU uses the shared memory instead of fully utilizing its dedicated memory. It used to have 23.1/24.0GB instead, of running 18.9 dedicated memory and 5.3 shared gpu memory. It used to run 20b Noromaid at 10-20secs with 200 tokens, now its taking forever to for the fi... | 2023-12-19T05:55:56 | https://www.reddit.com/r/LocalLLaMA/comments/18lurle/text_gen_webui_doesnt_work_the_same_way_it_did/ | Kuryuzzaky | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lurle | false | null | t3_18lurle | /r/LocalLLaMA/comments/18lurle/text_gen_webui_doesnt_work_the_same_way_it_did/ | false | false | self | 2 | null |
Silkie: Preference Distillation for Large Visual Language Models | 7 | 2023-12-19T05:50:09 | https://vlf-silkie.github.io/ | ninjasaid13 | vlf-silkie.github.io | 1970-01-01T00:00:00 | 0 | {} | 18lunws | false | null | t3_18lunws | /r/LocalLLaMA/comments/18lunws/silkie_preference_distillation_for_large_visual/ | false | false | default | 7 | null | |
What services do you guys use for hosting models? | 1 | I have used jupyter based hosting services and ran APIs and stuff that way, but I know huggingface has their own hosting service for it and there are dozens of others that I see, but what do you guys like and why? Some considerations I have had when using services in the past are the hardware renting price, hardware op... | 2023-12-19T05:47:53 | https://www.reddit.com/r/LocalLLaMA/comments/18lumj0/what_services_do_you_guys_use_for_hosting_models/ | Sixhaunt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lumj0 | false | null | t3_18lumj0 | /r/LocalLLaMA/comments/18lumj0/what_services_do_you_guys_use_for_hosting_models/ | false | false | self | 1 | null |
Wait, Llama and Falcon are also MoE? | 167 | Sparse computation is increasingly recognized as an important direction in enhancing the computational efficiency of large language models (LLMs). Among various approaches, the mixture-of-experts (MoE) method, exemplified by models like Mixtral, has shown particular promise.
However, an interesting observation that LL... | 2023-12-19T05:43:53 | https://www.reddit.com/r/LocalLLaMA/comments/18luk10/wait_llama_and_falcon_are_also_moe/ | Zealousideal_Bad_52 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18luk10 | false | null | t3_18luk10 | /r/LocalLLaMA/comments/18luk10/wait_llama_and_falcon_are_also_moe/ | false | false | 167 | {'enabled': False, 'images': [{'id': '_dnVeX2oKfA8bD3ogwAZe-X8kEwzI_8SInT311XpCpk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/F5E64m8Sn9VpGp5w6QQ66v0FcX3L-HsnEsFLT07Ehaw.jpg?width=108&crop=smart&auto=webp&s=45a6c36936174d0880d24dcf429be2e3df15e5a7', 'width': 108}, {'height': 116, 'url': 'h... | |
Best Frontend with Document analysis feature | 8 | Hi all, long time lurker.
I have tried out H2ogpt, LM Studio and GPT4ALL, with limtied success for both the chat feature, and chatting with/summarizing my own documents. H2OGPT seemed the most promising, however, whenever I tried to upload my documents in windows, they are not saved in teh db, i.e., the number of d... | 2023-12-19T05:40:21 | https://www.reddit.com/r/LocalLLaMA/comments/18luhrn/best_frontend_with_document_analysis_feature/ | JPYCrypto | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18luhrn | false | null | t3_18luhrn | /r/LocalLLaMA/comments/18luhrn/best_frontend_with_document_analysis_feature/ | false | false | self | 8 | null |
open source LLM suggestions for BingAI alternative | 7 | Hi there,
Is there an open source LLM that comes close to GPT3.5 or GPT4 like conversation performance AND it also has access to Internet to search for stuff?
I am looking for a BingAi alternative, such an LLM that answers question based on user's queries, it first looks for answers in it's own data, if it can't fin... | 2023-12-19T05:30:50 | https://www.reddit.com/r/LocalLLaMA/comments/18luboi/open_source_llm_suggestions_for_bingai_alternative/ | STORMFIRE7 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18luboi | false | null | t3_18luboi | /r/LocalLLaMA/comments/18luboi/open_source_llm_suggestions_for_bingai_alternative/ | false | false | self | 7 | null |
Finetuning LLM on reviews of multiple hotels | 2 | I need to create a LLM which has the ability to respond to an inquiry about a hotel based on their hotel reviews. I have reviews of multiple hotels and finetuned llama-2-7b-chat-hf using SFT. But the issue is model can't identify the information of different hotels. For example if one hotel has a unique service than o... | 2023-12-19T05:29:12 | https://www.reddit.com/r/LocalLLaMA/comments/18luaiv/finetuning_llm_on_reviews_of_multiple_hotels/ | Desperate-Tip-650 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18luaiv | false | null | t3_18luaiv | /r/LocalLLaMA/comments/18luaiv/finetuning_llm_on_reviews_of_multiple_hotels/ | false | false | self | 2 | null |
Fine Tuning LLM on hotel reviews | 1 | I need to create a LLM which has the ability to respond to an inquiry about a hotel based on their hotel reviews. I have reviews of multiple hotels and finetuned llama-2-7b-chat-hf using SFT. But the issue is model can't identify the information of different hotels. For example if one hotel has a unique service than o... | 2023-12-19T05:26:11 | https://www.reddit.com/r/LocalLLaMA/comments/18lu8mv/fine_tuning_llm_on_hotel_reviews/ | Desperate-Tip-650 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lu8mv | false | null | t3_18lu8mv | /r/LocalLLaMA/comments/18lu8mv/fine_tuning_llm_on_hotel_reviews/ | false | false | self | 1 | null |
NEW BENCHMARK: BCDSP | 1 | [removed] | 2023-12-19T04:27:55 | https://www.reddit.com/r/LocalLLaMA/comments/18lt607/new_benchmark_bcdsp/ | RedditMoreLikeSoydit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lt607 | false | null | t3_18lt607 | /r/LocalLLaMA/comments/18lt607/new_benchmark_bcdsp/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'u92lNeVUnGC3oscCoxLHWsbKTEfnwHs3KD-gUshbmmI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/hjCHKy7CH30RzAnyHTmtNmG0XdJBqs-cyy5lBhwvHLA.jpg?width=108&crop=smart&auto=webp&s=bed24c06ac1bdc5aacc85f388a3bdc8a7fd7bb59', 'width': 108}, {'height': 116, 'url': 'h... |
Fine-tuning help (multi-lingual) | 3 | I want to fine-tune one of the mistral models on a japanese language dataset (partially proprietary, partially i want to use outputs from WebLab-10b (japanese LLM from Tokyo University).
Any quick tips or tutorials you guys can point me at? | 2023-12-19T04:04:45 | https://www.reddit.com/r/LocalLLaMA/comments/18lspnr/finetuning_help_multilingual/ | Alive-Age-3034 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lspnr | false | null | t3_18lspnr | /r/LocalLLaMA/comments/18lspnr/finetuning_help_multilingual/ | false | false | self | 3 | null |
"New 7B LLM on the top of the leaderboard!!!" | 179 | 2023-12-19T04:02:42 | bot-333 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18lso8u | false | null | t3_18lso8u | /r/LocalLLaMA/comments/18lso8u/new_7b_llm_on_the_top_of_the_leaderboard/ | false | false | 179 | {'enabled': True, 'images': [{'id': 'kR1IunBrQ41fTE16w4jzcq4fx92dXGOTSmyo29789do', 'resolutions': [{'height': 41, 'url': 'https://preview.redd.it/yfivmowvd67c1.png?width=108&crop=smart&auto=webp&s=fb447dbb44b03019b7cefb7838a11f8c4782d51a', 'width': 108}, {'height': 82, 'url': 'https://preview.redd.it/yfivmowvd67c1.png?... | |||
A Brief Critical Review of Tinygrad's Market Thesis | 3 | While learning about tinygrad this week, I wrote this draft blog post about for some of my programmer friends in Vancouver. I aim to persuade a few of them to spend a day with me exploring tinygrad. Entertainment and discussion purposes only.
# __A Brief Critical Review of Tinygrad's Market Thesis__
I've been searchi... | 2023-12-19T03:58:53 | https://www.reddit.com/r/LocalLLaMA/comments/18lsle6/a_brief_critical_review_of_tinygrads_market_thesis/ | kyjk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lsle6 | false | null | t3_18lsle6 | /r/LocalLLaMA/comments/18lsle6/a_brief_critical_review_of_tinygrads_market_thesis/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'JfSjUa9JwqLqMvB6IDC7Zb5kL9KU2I6tcjYNOZsEQZQ', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/n7UYyzqSzUYiE5ZYYq3x7R2U3P60d-9cHAe8brmpJwg.jpg?width=108&crop=smart&auto=webp&s=fc3a9ab13051a4d0c2d8055cf392d7d1b23fba4f', 'width': 108}, {'height': 162, 'url': 'h... |
Llama.CPP/CustomPrompts/UI Makeover | 1 | [removed] | 2023-12-19T03:07:21 | https://www.reddit.com/r/LocalLLaMA/comments/18lrl6v/llamacppcustompromptsui_makeover/ | xydac | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lrl6v | false | null | t3_18lrl6v | /r/LocalLLaMA/comments/18lrl6v/llamacppcustompromptsui_makeover/ | false | false | 1 | null | |
For some reason, it won't let me type? | 2 | 2023-12-19T02:41:14 | NicolajNielsen | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18lr26e | false | null | t3_18lr26e | /r/LocalLLaMA/comments/18lr26e/for_some_reason_it_wont_let_me_type/ | false | false | 2 | {'enabled': True, 'images': [{'id': 'WuseJD1IHH-vWlxa3HdYte80xstgEPRxUSsru8Qbpsg', 'resolutions': [{'height': 53, 'url': 'https://preview.redd.it/riznyy9kz57c1.png?width=108&crop=smart&auto=webp&s=ca0bc4d7c0338e343ff02e2eb4124b5c532c333b', 'width': 108}, {'height': 107, 'url': 'https://preview.redd.it/riznyy9kz57c1.png... | |||
For some reason, it won't let me type? | 2 | 2023-12-19T02:41:14 | NicolajNielsen | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18lr269 | false | null | t3_18lr269 | /r/LocalLLaMA/comments/18lr269/for_some_reason_it_wont_let_me_type/ | false | false | 2 | {'enabled': True, 'images': [{'id': 'WuseJD1IHH-vWlxa3HdYte80xstgEPRxUSsru8Qbpsg', 'resolutions': [{'height': 53, 'url': 'https://preview.redd.it/riznyy9kz57c1.png?width=108&crop=smart&auto=webp&s=ca0bc4d7c0338e343ff02e2eb4124b5c532c333b', 'width': 108}, {'height': 107, 'url': 'https://preview.redd.it/riznyy9kz57c1.png... | |||
Repository requirements on google collab | 2 | This code apparently uses Llama as a base model and its kinda hard to understand how-
I was wondering if there can be a google collab script that would enable us to run this repo's code
I was wondering if there could be a google collab script that would enable us to run this repo's code | 2023-12-19T01:58:01 | https://www.reddit.com/r/LocalLLaMA/comments/18lq65n/repository_requirements_on_google_collab/ | legenditya | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lq65n | false | null | t3_18lq65n | /r/LocalLLaMA/comments/18lq65n/repository_requirements_on_google_collab/ | false | false | self | 2 | null |
LLMs are the perfect use case for distributed computing. The open source community could achieve so much if training could happen on people's idle GPUs. | 1 | [removed] | 2023-12-19T01:27:10 | https://www.reddit.com/r/LocalLLaMA/comments/18lpizw/llms_are_the_perfect_use_case_for_distributed/ | hanoian | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lpizw | false | null | t3_18lpizw | /r/LocalLLaMA/comments/18lpizw/llms_are_the_perfect_use_case_for_distributed/ | false | false | self | 1 | null |
How would I fine tune an llm? | 5 | I have oobabooga installed and a CSV containing all of my reddit comment history and am trying to use this to train my model, just to see what happens.
How would I go about this? | 2023-12-19T01:23:25 | https://www.reddit.com/r/LocalLLaMA/comments/18lpg5g/how_would_i_fine_tune_an_llm/ | Monochrome21 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lpg5g | false | null | t3_18lpg5g | /r/LocalLLaMA/comments/18lpg5g/how_would_i_fine_tune_an_llm/ | false | false | self | 5 | null |
keep getting this error with kobol rocm. Anyone encounter something like this? Running an rx6600 ryzen 5500 | 1 | 2023-12-19T01:12:52 | Quick_Zone_4570 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18lp89w | false | null | t3_18lp89w | /r/LocalLLaMA/comments/18lp89w/keep_getting_this_error_with_kobol_rocm_anyone/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'lNRZGAJeJ9K4gGX90Wv4wjPyXjw11_4BtcqJA4VLuGc', 'resolutions': [{'height': 9, 'url': 'https://preview.redd.it/6zz77x5qj57c1.png?width=108&crop=smart&auto=webp&s=d3fe4f4e44e37559f7098b3a7a3458b7573d30cd', 'width': 108}, {'height': 18, 'url': 'https://preview.redd.it/6zz77x5qj57c1.png?w... | |||
Hugging Face Chat Templates, now available in Transformers.js | 30 | Hi all, Xenova from Hugging Face here. I'm excited to announce that [Transformers.js](https://huggingface.co/docs/transformers.js) (the JS version of the [transformers](https://huggingface.co/docs/transformers) library) now supports Chat Templating! This means you can generate LLM inputs for almost any model on the Hug... | 2023-12-19T00:55:55 | https://www.reddit.com/r/LocalLLaMA/comments/18lov8a/hugging_face_chat_templates_now_available_in/ | xenovatech | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lov8a | false | null | t3_18lov8a | /r/LocalLLaMA/comments/18lov8a/hugging_face_chat_templates_now_available_in/ | false | false | self | 30 | {'enabled': False, 'images': [{'id': 'AX4llt7hMbwyUA30SSMnwQhe8bEYQ1aeE6sVopJ8qEs', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/BxkJNUfRgSxEuiQnFxcdlqUEQDsvk8bJe96H_TbysHU.jpg?width=108&crop=smart&auto=webp&s=287c98ed2a0456a18f328200021b63bf246a41ea', 'width': 108}, {'height': 116, 'url': 'h... |
Mistral-Spellbound: Mistral Finetuned for CoT roleplay | 1 | [removed] | 2023-12-18T23:48:55 | https://www.reddit.com/r/LocalLLaMA/comments/18lnf9k/mistralspellbound_mistral_finetuned_for_cot/ | spellbound_app | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lnf9k | false | null | t3_18lnf9k | /r/LocalLLaMA/comments/18lnf9k/mistralspellbound_mistral_finetuned_for_cot/ | false | false | self | 1 | null |
LLMs on AMD, worth using Linux over Windows? Here are a few quick benchmarks | 22 | I just finished setting up dual boot on my PC since I needed a few linux only specific things, but decided to try inference on the linux side of things to see if my AMD gpu would benefit from it.
System Specs:
* AMD Ryzen 9 5900X
* 32 GB DDR4 3600 Mhz CL16 RAM
* 2TB SN850 NVME
* AMD 6900 XT 16GB (Reference Model + Ba... | 2023-12-18T23:19:33 | https://www.reddit.com/r/LocalLLaMA/comments/18lmqoi/llms_on_amd_worth_using_linux_over_windows_here/ | lemon07r | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lmqoi | false | null | t3_18lmqoi | /r/LocalLLaMA/comments/18lmqoi/llms_on_amd_worth_using_linux_over_windows_here/ | false | false | self | 22 | null |
OpenChat 3.5-1210 Released. Claims 15 pts improvement in HumanEval (rising above GPT-4 march) | 104 | 2023-12-18T22:52:59 | https://twitter.com/openchatdev/status/1736840031266918616 | galambalazs | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 18lm43k | false | {'oembed': {'author_name': 'OpenChat', 'author_url': 'https://twitter.com/openchatdev', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Introducing the 𝗪𝗼𝗿𝗹𝗱’𝘀 𝗕𝗲𝘀𝘁 𝗢𝗽𝗲𝗻 𝗦𝗼𝘂𝗿𝗰𝗲 𝟳𝗕 𝗟𝗟𝗠 - OpenChat-3.5-1210, further surpassing ChatGPT and ... | t3_18lm43k | /r/LocalLLaMA/comments/18lm43k/openchat_351210_released_claims_15_pts/ | false | false | 104 | {'enabled': False, 'images': [{'id': 'z4AWBx1wK0b-Aw2VYbMm2kTzU_nwigXaW8GLErzAiIM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/4j3JO1XJv0AOp95yZO-NnsLSzZ_QuZviOXY1WJMbuTg.jpg?width=108&crop=smart&auto=webp&s=76f95575ce6d3c822ba52ffc7b71de10dded8826', 'width': 108}], 'source': {'height': 70,... | ||
How to run quantized mixtral with Lollms? | 1 | I generally use LoLLMs for my local models. Mixtral-8x7B will consume all available GPU memory (12GB) and then a bunch of CPU memory besides. At inference time, it produces a lowly 0.15 tokens per second, while my fans attempt to make a round trip to Jupiter.
​
I've had great luck with quantized models like SO... | 2023-12-18T22:50:15 | https://www.reddit.com/r/LocalLLaMA/comments/18lm1s4/how_to_run_quantized_mixtral_with_lollms/ | KahlessAndMolor | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lm1s4 | false | null | t3_18lm1s4 | /r/LocalLLaMA/comments/18lm1s4/how_to_run_quantized_mixtral_with_lollms/ | false | false | self | 1 | null |
Trying to run dolphin-2.5-mixtral-8x7b.Q4_K_M.gguf in LM Studio but getting out of memory errors. | 3 | I have 32gb of RAM and a 3080 with 8gb of VRAM. Together these should be more than the 29GB it estimates for the model, but it seems to try to load a little over 32GB into RAM and then craps out with no mention of VRAM usage.
https://huggingface.co/TheBloke/dolphin-2.5-mixtral-8x7b-GGUF
I have checked GPU Offload in ... | 2023-12-18T22:44:17 | https://www.reddit.com/r/LocalLLaMA/comments/18llwrw/trying_to_run_dolphin25mixtral8x7bq4_k_mgguf_in/ | VR_Raccoonteur | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18llwrw | false | null | t3_18llwrw | /r/LocalLLaMA/comments/18llwrw/trying_to_run_dolphin25mixtral8x7bq4_k_mgguf_in/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'Bfy8S1MwmvHWyvq3x1bCEzeTfWTZ5f6ChredIZbGrJk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/RCCYnWs6XiK7XvhWQVyugz8VLphXcECiWnO7WnySlWg.jpg?width=108&crop=smart&auto=webp&s=75a2ddbf4733f0554ee5ed67020a63bb8dfb8783', 'width': 108}, {'height': 116, 'url': 'h... |
Training models on documents, whats the best format? | 4 | Let's say I'm training Mistral or Zephyr model to gain domain knowledge about a certain topic, what is the best format to feed this data to these models during fine-tuning?
The examples I see online are mostly related to question/answer format. But I just want these models to ingest a vast amount of documents that I w... | 2023-12-18T22:28:54 | https://www.reddit.com/r/LocalLLaMA/comments/18lljk1/training_models_on_documents_whats_the_best_format/ | blackstonewine | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lljk1 | false | null | t3_18lljk1 | /r/LocalLLaMA/comments/18lljk1/training_models_on_documents_whats_the_best_format/ | false | false | self | 4 | null |
Mixtral repeats prompt before output | 6 | Hello,
I may sound like a total noob here but I've been playing around with Mixtral instruct 0.1 gptq and every output spits back the prompt. Is there a way to prevent it from doing so?
Here are my settings:
output = model.generate(inputs=input\_ids, temperature=0.7, do\_sample=True, top\_p=0.95, top\_k=40, max\_new... | 2023-12-18T22:11:22 | https://www.reddit.com/r/LocalLLaMA/comments/18ll4vg/mixtral_repeats_prompt_before_output/ | MuffinB0y | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ll4vg | false | null | t3_18ll4vg | /r/LocalLLaMA/comments/18ll4vg/mixtral_repeats_prompt_before_output/ | false | false | self | 6 | null |
Wow Seraph-7B first 7b that answered right(time to time) for me on this question. | 1 | [removed] | 2023-12-18T22:04:43 | https://www.reddit.com/r/LocalLLaMA/comments/18lkz9g/wow_seraph7b_first_7b_that_answered_righttime_to/ | Pristine_Income9554 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lkz9g | false | null | t3_18lkz9g | /r/LocalLLaMA/comments/18lkz9g/wow_seraph7b_first_7b_that_answered_righttime_to/ | false | false | 1 | null | |
new Mistral variant "Mistral 7B Fine-Tune Optimized" beat gpt-4 | 1 | 2023-12-18T21:56:30 | https://openpipe.ai/blog/mistral-7b-fine-tune-optimized | balianone | openpipe.ai | 1970-01-01T00:00:00 | 0 | {} | 18lks01 | false | null | t3_18lks01 | /r/LocalLLaMA/comments/18lks01/new_mistral_variant_mistral_7b_finetune_optimized/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'J4DgURlSpfuA2MW-ft5Zc63DOoo8QihEpKK3v1GsXCk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/KcGVocZiPjSuyLkFZ_d1WPd_6R9KLcGFq7ioUprT990.jpg?width=108&crop=smart&auto=webp&s=80144a2387615e620dee421df127713c022972e2', 'width': 108}, {'height': 117, 'url': 'h... | ||
🐺🐦⬛ LLM Prompt Format Comparison/Test: Mixtral 8x7B Instruct with **17** different instruct templates | 219 | Hello again! Instead of another LLM comparison/test, this time I'll test and compare something very different...
On the model card for [Mixtral-8x7B-Instruct-v0.1](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1#instruction-format), MistralAI writes regarding instruction format:
> This format must be stri... | 2023-12-18T21:19:28 | https://www.reddit.com/r/LocalLLaMA/comments/18ljvxb/llm_prompt_format_comparisontest_mixtral_8x7b/ | WolframRavenwolf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ljvxb | false | null | t3_18ljvxb | /r/LocalLLaMA/comments/18ljvxb/llm_prompt_format_comparisontest_mixtral_8x7b/ | false | false | self | 219 | {'enabled': False, 'images': [{'id': 'xU07sACUhuScPaN8BIMV0USMZkFwSMGcorjhvoKF4K0', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/FRlvpc5SALNi_rYIzAsFALIzMXE1oc-Gkb2Yh1ZWGMM.jpg?width=108&crop=smart&auto=webp&s=9ad9ea4d991fae47edd6a09b5feb6d60eca474de', 'width': 108}, {'height': 116, 'url': 'h... |
This AI Paper Introduces Perseus: A Trailblazing Framework for Slashing Energy Bloat in Large-Scale Machine Learning and AI Model Training by Up to 30% | 10 | **News article**: [https://www.marktechpost.com/2023/12/16/this-ai-paper-introduces-perseus-a-trailblazing-framework-for-slashing-energy-bloat-in-large-scale-machine-learning-and-ai-model-training-by-up-to-30/](https://www.marktechpost.com/2023/12/16/this-ai-paper-introduces-perseus-a-trailblazing-framework-for-slashin... | 2023-12-18T21:03:43 | https://www.reddit.com/r/LocalLLaMA/comments/18lji9j/this_ai_paper_introduces_perseus_a_trailblazing/ | APaperADay | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lji9j | false | null | t3_18lji9j | /r/LocalLLaMA/comments/18lji9j/this_ai_paper_introduces_perseus_a_trailblazing/ | false | false | self | 10 | {'enabled': False, 'images': [{'id': '3TN4-VB9N8EN7av5sULii2P-5OBWotkEOsVzdAuShW8', 'resolutions': [{'height': 100, 'url': 'https://external-preview.redd.it/EWeENPeLr0hAgCC_UUR_Msb0VCFAOpYTaNuB7KjGrYo.jpg?width=108&crop=smart&auto=webp&s=d57eab4211d4a65468409f48d71e9495bbef5d05', 'width': 108}, {'height': 200, 'url': '... |
Openchat new model claims to beat gptgpt march on humanEval | 1 | [removed] | 2023-12-18T21:01:32 | https://www.reddit.com/r/LocalLLaMA/comments/18ljgee/openchat_new_model_claims_to_beat_gptgpt_march_on/ | Puzzleheaded_Acadia1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ljgee | false | null | t3_18ljgee | /r/LocalLLaMA/comments/18ljgee/openchat_new_model_claims_to_beat_gptgpt_march_on/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'jLeWJjHCrMJhwLA5mQmK7bEMqsRNt2Oj-PFLQCNdEms', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/dB-V1FmP3gXz7M5lLGlb1_DK_oOiALeqrM6XtMyeHr0.jpg?width=108&crop=smart&auto=webp&s=c8646f12625c232b0fb21b1b09ee1c325917a150', 'width': 108}, {'height': 116, 'url': 'h... |
Over fitting issues with TinyLLAMA when finetuning the model. | 2 | Fine tune dataset: 1.5 mil tokens
Learning rate: 5e-5
Weight Decay: .1
Batchsize: 1 with 32 acum steps for grad acum
​
Should I maybe freeze earlier layers or something? Val loss never falls below 2.08 while train loss falls all the way to 1.5
​ | 2023-12-18T20:46:56 | https://www.reddit.com/r/LocalLLaMA/comments/18lj3ft/over_fitting_issues_with_tinyllama_when/ | GibonFrog | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lj3ft | false | null | t3_18lj3ft | /r/LocalLLaMA/comments/18lj3ft/over_fitting_issues_with_tinyllama_when/ | false | false | self | 2 | null |
Best way to fine-tune a Mistral-7B model on an Alpaca-like dataset? | 3 | I'm a beginner in LLMs but I want to learn and I already have a project in mind.
I want to fine-tune this model https://huggingface.co/Weyaxi/OpenOrca-Zephyr-7B on this dataset https://ia904606.us.archive.org/26/items/alpaca_format/alpaca_format.json and generate a GGUF file.
I already did a test run with the oobaboo... | 2023-12-18T20:29:16 | https://www.reddit.com/r/LocalLLaMA/comments/18liofy/best_way_to_finetune_a_mistral7b_model_on_an/ | SCP_radiantpoison | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18liofy | false | null | t3_18liofy | /r/LocalLLaMA/comments/18liofy/best_way_to_finetune_a_mistral7b_model_on_an/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'eu1HMx_iRaBl42z38krhn6Qbb-8Zpqh3KVjXYRMRm9I', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/ejlZHWcqwVF3Ppfa0dQsajkYQcEpxOM875ZnGYZUUZA.jpg?width=108&crop=smart&auto=webp&s=c2d3027e7316511a2433e8d9f1247a1881b7c15c', 'width': 108}, {'height': 116, 'url': 'h... |
Can i run a local LLM on an RX7900XT? | 1 | I was thinking about running something like 13B-HyperMantis-GGML or similar in a local enviroment. The thing is that I am using an AMD Radeon graphicscard and from all I have seen, AMD is pretty much garbage in all thing AI. Will I have any problems running a model like this on a PC spect with the RX7900XT, i12700k an... | 2023-12-18T20:27:18 | https://www.reddit.com/r/LocalLLaMA/comments/18limqo/can_i_run_a_local_llm_on_an_rx7900xt/ | ioNriot | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18limqo | false | null | t3_18limqo | /r/LocalLLaMA/comments/18limqo/can_i_run_a_local_llm_on_an_rx7900xt/ | false | false | self | 1 | null |
bellman-7b-mistral-instruct-v0.2 - third iteration of Swedish lora finetune | 16 | Beats GPT-4 on all benchmarks. No, wait, that must have been my other model..
[18th century bard, wig, lyre, blue coat, riding on a llama, digital art, carl michael bellman, masterpiece](https://preview.redd.it/nqi33h78147c1.png?width=400&format=png&auto=webp&s=5a3d7d4e378c6cb9036597b0d2795d588869f35c)
This is a hobb... | 2023-12-18T20:25:46 | https://www.reddit.com/r/LocalLLaMA/comments/18liley/bellman7bmistralinstructv02_third_iteration_of/ | neph1010 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18liley | false | null | t3_18liley | /r/LocalLLaMA/comments/18liley/bellman7bmistralinstructv02_third_iteration_of/ | false | false | 16 | {'enabled': False, 'images': [{'id': 'lDJjZ66MmOgRIUYEqrc4-NzW0JOPuz8yEfR-a__GY2I', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/XoxXycmhHXv7r3jLfFvupC6SAeD_ahbfA5t9hcebX98.jpg?width=108&crop=smart&auto=webp&s=57d705a6f80b5ca99c190c9503ac8b950c3a3cdd', 'width': 108}, {'height': 116, 'url': 'h... | |
OpenAI's Prompt Engineering Guide | 2 | 2023-12-18T19:58:07 | https://platform.openai.com/docs/guides/prompt-engineering | StewArtMedia_Nick | platform.openai.com | 1970-01-01T00:00:00 | 0 | {} | 18lhwsq | false | null | t3_18lhwsq | /r/LocalLLaMA/comments/18lhwsq/openais_prompt_engineering_guide/ | false | false | default | 2 | null | |
0.1 T/s on 3070 + 13700k + 32GB DDR5 | 5 | Hey hope it's ok to ask a beginner question, I wasn't able to find any info anywhere on what I'm doing wrong. I'm running Oobabooga with mixtral-8x7b-instruct-v0.1.Q6\_K.gguf and generation is super slow. I set n-gpu-layers to 7, which made it a tiny bit faster, but no setting seems to help. Could anyone point me in th... | 2023-12-18T19:44:56 | https://www.reddit.com/r/LocalLLaMA/comments/18lhld5/01_ts_on_3070_13700k_32gb_ddr5/ | Schmackofatzke | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18lhld5 | false | null | t3_18lhld5 | /r/LocalLLaMA/comments/18lhld5/01_ts_on_3070_13700k_32gb_ddr5/ | false | false | self | 5 | null |
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