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QLoRA: 4-bit finetuning of LLMs is here! With it comes Guanaco, a chatbot on a single GPU, achieving 99% ChatGPT performance on the Vicuna benchmark | 291 | 2023-05-24T17:08:30 | https://twitter.com/Tim_Dettmers/status/1661379354507476994 | dondochaka | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 13qrdj6 | false | {'oembed': {'author_name': 'Tim Dettmers', 'author_url': 'https://twitter.com/Tim_Dettmers', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">QLoRA: 4-bit finetuning of LLMs is here! With it comes Guanaco, a chatbot on a single GPU, achieving 99% ChatGPT perform... | t3_13qrdj6 | /r/LocalLLaMA/comments/13qrdj6/qlora_4bit_finetuning_of_llms_is_here_with_it/ | false | false | 291 | {'enabled': False, 'images': [{'id': 'o7agSeX3ZkMjEjsxVRrvjlUK4bfnbkfpOkISXNJZ51c', 'resolutions': [{'height': 119, 'url': 'https://external-preview.redd.it/RNk7fQ5q3aMFjZuWs3yLqRMirLJAW4S4RL9oc7CZHH8.jpg?width=108&crop=smart&auto=webp&s=dfcb37f7fe25da2eb15d491101af4ea80dc46019', 'width': 108}, {'height': 238, 'url': '... | ||
Testing out 13B models | 24 | So, I was quite bored so I tested many 13B models with a prompt of my own.
**Prompt**: You're an AI assistant. Here's the user's prompt: 'create a python dictionary with the planets of the solar system and their most important moons, if they have any'. Reply to it:
Tested on the base 4.0 GGMLv3 model (less RAM consum... | 2023-05-24T16:32:43 | https://www.reddit.com/r/LocalLLaMA/comments/13qqfrj/testing_out_13b_models/ | Hopeful_Donut4790 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13qqfrj | false | null | t3_13qqfrj | /r/LocalLLaMA/comments/13qqfrj/testing_out_13b_models/ | false | false | self | 24 | null |
How do I enable GPU acceleration for ggml models? | 1 | [removed] | 2023-05-24T16:22:36 | https://www.reddit.com/r/LocalLLaMA/comments/13qq6f5/how_do_i_enable_gpu_acceleration_for_ggml_models/ | Famberlight | self.LocalLLaMA | 2023-05-24T16:26:47 | 0 | {} | 13qq6f5 | false | null | t3_13qq6f5 | /r/LocalLLaMA/comments/13qq6f5/how_do_i_enable_gpu_acceleration_for_ggml_models/ | false | false | default | 1 | null |
Llama glitch tokens? | 7 | Has anyone found any?
Inspired by this https://www.lesswrong.com/posts/kmWrwtGE9B9hpbgRT/a-search-for-more-chatgpt-gpt-3-5-gpt-4-unspeakable-glitch I just randomly took a token that looked like a glitchy one from list of Llama tokens https://docs.google.com/spreadsheets/d/1-7-bP78cQ9DqXRPV6h078lVEbR4ojQ7bv7VWobX1nKc/e... | 2023-05-24T15:19:20 | https://www.reddit.com/r/LocalLLaMA/comments/13qoktf/llama_glitch_tokens/ | reduserGf | self.LocalLLaMA | 2023-05-24T21:08:04 | 0 | {} | 13qoktf | false | null | t3_13qoktf | /r/LocalLLaMA/comments/13qoktf/llama_glitch_tokens/ | false | false | self | 7 | {'enabled': False, 'images': [{'id': 'IvzD4iQYy_c-HtzJKSGBiKBstEDX4S90HkKv_2bf5Zc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/tArGV6dbgbSgFEfe3WPxZ6fqtWs9KAUo9-emHoo4Fm8.jpg?width=108&crop=smart&auto=webp&s=79dc132c93224b5b02f24bf2afd5e4e37939bf89', 'width': 108}, {'height': 116, 'url': 'h... |
What a time to be alive! Tell the AI to generate a webpage and it works in line! | 18 | 2023-05-24T15:03:51 | muchCode | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 13qo6xt | false | null | t3_13qo6xt | /r/LocalLLaMA/comments/13qo6xt/what_a_time_to_be_alive_tell_the_ai_to_generate_a/ | false | false | 18 | {'enabled': True, 'images': [{'id': 'j6YE-B-JEDNaCrfY5HTeEJq5WyhhllxNMj5tRTX1qmI', 'resolutions': [{'height': 80, 'url': 'https://preview.redd.it/zy08a1yzns1b1.png?width=108&crop=smart&auto=webp&s=e1fe56e9ce62e20427f393c953a0253b4f8bcc1a', 'width': 108}, {'height': 161, 'url': 'https://preview.redd.it/zy08a1yzns1b1.png... | |||
How to increase privateGPT performance by up to 2x | 76 | [Speed boost for privateGPT](https://preview.redd.it/4og9cvashs1b1.jpg?width=2432&format=pjpg&auto=webp&s=c4048229d813b3a64fbb951ec776e42bf00b4e28)
I want to share some settings that I changed to improve the performance of the privateGPT by up to 2x.
👉 Update 1 (25 May 2023)
Thanks to u/Tom_Neverwinter for bringin... | 2023-05-24T15:02:08 | https://www.reddit.com/r/LocalLLaMA/comments/13qo59f/how_to_increase_privategpt_performance_by_up_to_2x/ | JumpingQuickBrownFox | self.LocalLLaMA | 2023-06-11T22:36:54 | 0 | {} | 13qo59f | false | null | t3_13qo59f | /r/LocalLLaMA/comments/13qo59f/how_to_increase_privategpt_performance_by_up_to_2x/ | false | false | 76 | {'enabled': False, 'images': [{'id': 'tWLxL6ibeMKE3n4RExZG-2dQruS8sIu1PTIk6XjJiqM', 'resolutions': [{'height': 35, 'url': 'https://external-preview.redd.it/4WE5A_uvsQuxzGhLAmABdg7iPO301FFfSeE1WZNqzlo.jpg?width=108&crop=smart&auto=webp&s=37506b090892f0bdd3ceac769269b961d70f4481', 'width': 108}, {'height': 70, 'url': 'ht... | |
"About Community" wording change suggestion | 2 | [removed] | 2023-05-24T15:00:27 | https://www.reddit.com/r/LocalLLaMA/comments/13qo3e2/about_community_wording_change_suggestion/ | ozzeruk82 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13qo3e2 | false | null | t3_13qo3e2 | /r/LocalLLaMA/comments/13qo3e2/about_community_wording_change_suggestion/ | false | false | default | 2 | null |
Multiscale Transformers paper published (1 million+ tokens now possible) | 95 | 2023-05-24T14:41:59 | https://arxiv.org/abs/2305.07185 | ptitrainvaloin | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 13qnmyt | false | null | t3_13qnmyt | /r/LocalLLaMA/comments/13qnmyt/multiscale_transformers_paper_published_1_million/ | false | false | 95 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/0HhwdU6MKIAKjL9Y8-B_iH374a3NiPTy0ib8lmloRzA.jpg?width=108&crop=smart&auto=webp&s=2711d572cfc6c713893cf24e8c4a7344d5ad8a4c', 'width': 108}, {'height': 126, 'url': 'h... | ||
"Meet BLOOMChat: An Open-Source 176-Billion-Parameter Multilingual Chat Large Language Model (LLM) Built on Top of the BLOOM Model" | 69 |
Article linked
From the article...
"The BLOOM model has the ability to generate text in 46 natural languages and 13 programming languages. For languages such as Spanish, French, and Arabic, BLOOM represents the first language model ever created with over 100 billion parameters. BLOOM was developed by the BigScience ... | 2023-05-24T14:01:19 | https://www.marktechpost.com/2023/05/22/meet-bloomchat-an-open-source-176-billion-parameter-multilingual-chat-large-language-model-llm-built-on-top-of-the-bloom-model/?amp | KaihogyoMeditations | marktechpost.com | 1970-01-01T00:00:00 | 0 | {} | 13qmlg5 | false | null | t3_13qmlg5 | /r/LocalLLaMA/comments/13qmlg5/meet_bloomchat_an_opensource_176billionparameter/ | false | false | 69 | {'enabled': False, 'images': [{'id': 'wXqgfI3AEwOalftJJW_ty6Ee2L_QwitoKrRG6Vd6GQY', 'resolutions': [{'height': 112, 'url': 'https://external-preview.redd.it/kr_b5Kgcle0EvhBvjNBnOww_nict8xVkh6yOGajf0Hw.jpg?width=108&crop=smart&auto=webp&s=0bcc1045ea1a01da4480d7833cac3c8356182c37', 'width': 108}, {'height': 225, 'url': '... | |
QLoRA - finetune a 65B model on a single 48GB GPU, 7B on a 6GB GPU | 52 | [removed] | 2023-05-24T12:34:38 | https://www.reddit.com/r/LocalLLaMA/comments/13qkdr0/qlora_finetune_a_65b_model_on_a_single_48gb_gpu/ | PookaMacPhellimen | self.LocalLLaMA | 2023-05-24T14:48:17 | 0 | {} | 13qkdr0 | false | null | t3_13qkdr0 | /r/LocalLLaMA/comments/13qkdr0/qlora_finetune_a_65b_model_on_a_single_48gb_gpu/ | false | false | default | 52 | null |
Seeking advice on fine-tuning MPT-7B for semantic search in a non-English language | 12 | Hey, everyone!
I am working on a start-up and require a local, offline Large Language Model that can ideally be quantized to 8 bits and has a commercially viable license (Apache 2.0 / MIT / etc.). One might assume such a model already exists. However, I need it to support a language other than English, spoken by aroun... | 2023-05-24T12:26:27 | https://www.reddit.com/r/LocalLLaMA/comments/13qk631/seeking_advice_on_finetuning_mpt7b_for_semantic/ | fictioninquire | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13qk631 | false | null | t3_13qk631 | /r/LocalLLaMA/comments/13qk631/seeking_advice_on_finetuning_mpt7b_for_semantic/ | false | false | self | 12 | {'enabled': False, 'images': [{'id': 'KiWphxd9bS2yRtNjZ0zpxXu1aWJSEVs3xt9PJGA93mY', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/dfC0Ybyf-RybVsuU8wdIvj5okUv2aDxBHZZxGquwIAM.jpg?width=108&crop=smart&auto=webp&s=b7de4a11d8aa930cab7bcfab456a15cb1e4ac7f5', 'width': 108}, {'height': 112, 'url': 'h... |
Sharing my comparison methodology for LLM models | 16 | There's a lot of benchmarks used to compare LLMs, yet none of them seem to be used as a standard and it can get unclear which models are strong overall and which models are weak overall, because the known metrics might be completely disjoint between the two models you want to compare.
I end up having a hard time under... | 2023-05-24T11:36:50 | https://www.reddit.com/r/LocalLLaMA/comments/13qj07n/sharing_my_comparison_methodology_for_llm_models/ | jubilantjerry | self.LocalLLaMA | 2023-05-24T18:49:15 | 0 | {} | 13qj07n | false | null | t3_13qj07n | /r/LocalLLaMA/comments/13qj07n/sharing_my_comparison_methodology_for_llm_models/ | false | false | self | 16 | {'enabled': False, 'images': [{'id': 'uD7w87RxJjXgqr43pHXrYCli60XLOKUPqU3SKiX_5NU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/H29ajyQiJ3Zau0WBpx6IwQivZpAlgfPLPVpC-8qMGOA.jpg?width=108&crop=smart&auto=webp&s=9d5f63fdbbc69bd603cfe41e9e280f87bd567c36', 'width': 108}, {'height': 108, 'url': 'h... |
I want to train a pre-trained model for a translation task. | 2 | [deleted] | 2023-05-24T10:05:58 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 13qhapy | false | null | t3_13qhapy | /r/LocalLLaMA/comments/13qhapy/i_want_to_train_a_pretrained_model_for_a/ | false | false | default | 2 | null | ||
NovelAI has finished developing their new model from scratch, Clio, rivaling Llama 7b despite only being a 3B parameter model. Also has ~8200 tokens of context. Larger models are being trained now. | 1 | [removed] | 2023-05-24T09:58:44 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 13qh60l | false | null | t3_13qh60l | /r/LocalLLaMA/comments/13qh60l/novelai_has_finished_developing_their_new_model/ | false | false | default | 1 | null | ||
I'm trying to create a recommendation engine. What's the current best way to fine-tune these models? | 3 | I'm trying to have a LLM output some sort of structured data such as JSON that contains recommendations based on the prompt. As far as I understand I could generate a massive collection of simple prompts, desired outputs and then tune the model to handle more complex prompts to generate useful outputs. Does that sound ... | 2023-05-24T08:25:19 | https://www.reddit.com/r/LocalLLaMA/comments/13qfks1/im_trying_to_create_a_recommendation_engine_whats/ | Dogeboja | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13qfks1 | false | null | t3_13qfks1 | /r/LocalLLaMA/comments/13qfks1/im_trying_to_create_a_recommendation_engine_whats/ | false | false | self | 3 | null |
With limited hardware (laptop), what kind of local AI would be most viable? | 5 |
Is it a model with less parameters, and super specific?
For my specific use case I'm looking to create a generative coding local AI (to generate JavaScript code), and have around 4Gb ram, 120Gb ssd, on a i5 intel with 4 cores.
Any help to avoid downloading tons of Gbs and frying my laptop would be highly appreciated... | 2023-05-24T07:58:55 | https://www.reddit.com/r/LocalLLaMA/comments/13qf4l3/with_limited_hardware_laptop_what_kind_of_local/ | neilyogacrypto | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13qf4l3 | false | null | t3_13qf4l3 | /r/LocalLLaMA/comments/13qf4l3/with_limited_hardware_laptop_what_kind_of_local/ | false | false | self | 5 | null |
RecurrentGPT: Interactive Generation of (Arbitrarily) Long Text | 35 | 2023-05-24T07:26:39 | https://github.com/aiwaves-cn/RecurrentGPT/tree/main | ninjasaid13 | github.com | 1970-01-01T00:00:00 | 0 | {} | 13qekna | false | null | t3_13qekna | /r/LocalLLaMA/comments/13qekna/recurrentgpt_interactive_generation_of/ | false | false | 35 | {'enabled': False, 'images': [{'id': 'jomdYge7wRVxv7mq4YEIekVi418yhAAWB12HmV_6r1I', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/DGJHtUq7yIN0OCiqgGLSNX8KD-HhmdRd_4WlGKw_-E0.jpg?width=108&crop=smart&auto=webp&s=5d08c335440809ce08a34e2ecdc6bc26fa5e9578', 'width': 108}, {'height': 108, 'url': 'h... | ||
Make a Lora for 30B on CPU+10GB VRAM? | 3 | Is that plausible? I know you can generate text like that (slow but works).. but can I make a LORA? I have a few thousand text examples I’d like to train it on. | 2023-05-24T06:00:13 | https://www.reddit.com/r/LocalLLaMA/comments/13qd0n4/make_a_lora_for_30b_on_cpu10gb_vram/ | maxiedaniels | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13qd0n4 | false | null | t3_13qd0n4 | /r/LocalLLaMA/comments/13qd0n4/make_a_lora_for_30b_on_cpu10gb_vram/ | false | false | self | 3 | null |
GitHub - artidoro/qlora: QLORA: Efficient Finetuning of Quantized LLMs | 148 | 2023-05-24T05:37:30 | https://github.com/artidoro/qlora | ninjasaid13 | github.com | 1970-01-01T00:00:00 | 0 | {} | 13qclld | false | null | t3_13qclld | /r/LocalLLaMA/comments/13qclld/github_artidoroqlora_qlora_efficient_finetuning/ | false | false | 148 | {'enabled': False, 'images': [{'id': '6KSYn1OpiNmAhSf2yx1kkb0ibgiMfcU3UE91pJt36_w', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/uV7hsaBV-goZWI1cKZFqEtNzwy7MmDkTBQAUopanpAY.jpg?width=108&crop=smart&auto=webp&s=ef25d30e9cae1029ecfa6f9dcb6854866a8c6598', 'width': 108}, {'height': 108, 'url': 'h... | ||
Research on business cases | 1 | Hey all - I was wondering if there were any guides for business related use cases. I understand llama isn’t commercial and I don’t plan on operationalizing. I just wanted to experiment and see what the capabilities of 65B and 30B models were compared to GPT4 when fine tuned to a use case.
Think building process docum... | 2023-05-24T04:29:52 | https://www.reddit.com/r/LocalLLaMA/comments/13qazzc/research_on_business_cases/ | sshan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13qazzc | false | null | t3_13qazzc | /r/LocalLLaMA/comments/13qazzc/research_on_business_cases/ | false | false | self | 1 | null |
If I have 24GB VRAM at this point what's the best option to go with on Windows? | 3 | To get going quickly. My head is spinning with all these models and the 4090 is p dec so I figure I could get away with a slightly beefier one | 2023-05-24T04:10:00 | https://www.reddit.com/r/LocalLLaMA/comments/13qalqf/if_i_have_24gb_vram_at_this_point_whats_the_best/ | EarthquakeBass | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13qalqf | false | null | t3_13qalqf | /r/LocalLLaMA/comments/13qalqf/if_i_have_24gb_vram_at_this_point_whats_the_best/ | false | false | self | 3 | null |
What are my best options right now for models/setups if I have a 3060, a 5600x, and 32 GB of ram? | 10 | I've been browsing this subreddit daily but it's a lot. I just want a model i can talk to like chatgpt that can help me write stories and answer a few random questions here and there at decent speeds. If I need more ram/Vram I understand. | 2023-05-24T03:28:39 | https://www.reddit.com/r/LocalLLaMA/comments/13q9rdf/what_are_my_best_options_right_now_for/ | sephy009 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13q9rdf | false | null | t3_13q9rdf | /r/LocalLLaMA/comments/13q9rdf/what_are_my_best_options_right_now_for/ | false | false | self | 10 | null |
Looking for reccomendations | 6 | I was wanting to find the best local LLM in terms of output quality and dont care that much if its slow. I tried snoozy from GPT4all and its alright but im trying to find one thats almost as good as ChatGPT | 2023-05-24T03:02:45 | https://www.reddit.com/r/LocalLLaMA/comments/13q97ub/looking_for_reccomendations/ | Top_Culture_9625 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13q97ub | false | null | t3_13q97ub | /r/LocalLLaMA/comments/13q97ub/looking_for_reccomendations/ | false | false | self | 6 | null |
How much / why does quantization negatively affect LoRA training on LLaMA? | 3 | I haven't trained LoRAs myself but I have a lot of interest in the technology. One thing I'm really curious about is how quantization affects the LoRA training that everyone's doing with LLaMA or its derivatives. Basically, I'm wondering if I can get a big model optimized well enough to run inference on my machine, wou... | 2023-05-24T02:51:59 | https://www.reddit.com/r/LocalLLaMA/comments/13q8zjc/how_much_why_does_quantization_negatively_affect/ | jubilantjerry | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13q8zjc | false | null | t3_13q8zjc | /r/LocalLLaMA/comments/13q8zjc/how_much_why_does_quantization_negatively_affect/ | false | false | self | 3 | null |
Trying to run WizardLM-30B uncensored-GPTQ but I'm running out of VRAM on my 3090? | 2 | [removed] | 2023-05-24T02:09:50 | https://www.reddit.com/r/LocalLLaMA/comments/13q82yk/trying_to_run_wizardlm30b_uncensoredgptq_but_im/ | BallJoints420 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13q82yk | false | null | t3_13q82yk | /r/LocalLLaMA/comments/13q82yk/trying_to_run_wizardlm30b_uncensoredgptq_but_im/ | false | false | default | 2 | null |
This is major news, Meta AI released a paper on how to build next-gen transformers (multiscale transformers enabling 1M+ token LLMs) | 8 | [removed] | 2023-05-24T01:17:46 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 13q6ya9 | false | null | t3_13q6ya9 | /r/LocalLLaMA/comments/13q6ya9/this_is_major_news_meta_ai_released_a_paper_on/ | false | false | default | 8 | null | ||
Koboldcpp linux with gpu guide | 21 | **Opencl installation**
Fedora: sudo dnf in clblast clblast-devel mesa-libOpenCL-devel
Arch: sudo pacman -S cblas clblast
Debian: libclblast-dev
Amd proprietary drivers are not needed
**Koboldcpp linux with gpu guide**
git clone https://github.com/LostRuins/koboldcpp && cd koboldcpp && LLAMA_CLBLAST... | 2023-05-24T01:12:37 | https://www.reddit.com/r/LocalLLaMA/comments/13q6u9e/koboldcpp_linux_with_gpu_guide/ | amdgptq | self.LocalLLaMA | 2023-06-27T12:12:23 | 0 | {} | 13q6u9e | false | null | t3_13q6u9e | /r/LocalLLaMA/comments/13q6u9e/koboldcpp_linux_with_gpu_guide/ | false | false | self | 21 | {'enabled': False, 'images': [{'id': '_rEX1xvwdv17x6NFAWQpYFNONQ0BKA5Qw0Eo0JX0zWU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/PUH10BjM5sFuvroA3mzy6AwPeP3T-kvtFLWUoE6Dho8.jpg?width=108&crop=smart&auto=webp&s=17279fa911dbea17f2a87e187f47ad903120ba87', 'width': 108}, {'height': 116, 'url': 'h... |
Baize v2! This is the best 7B chatbot! Fast & lightweight! | 34 | From the [founder](https://twitter.com/XuCanwen/status/1661099080746143745):
🐲 We are releasing Baize v2! This is the best 7B chatbot! Fast & lightweight!
🍺Baize v2 features Self-Distillation with Feedback (SDF) using ChatGPT's feedback to replace RLHF.
🤗Demo: huggingface.co/spaces/project-baize/chat-with-baize
�... | 2023-05-24T01:09:46 | Xhehab_ | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 13q6rw1 | false | null | t3_13q6rw1 | /r/LocalLLaMA/comments/13q6rw1/baize_v2_this_is_the_best_7b_chatbot_fast/ | false | false | 34 | {'enabled': True, 'images': [{'id': 'fJMd19zLcBUN-S2GkbJYmpN0lyV4D1CA7Cr3Y3m0O1w', 'resolutions': [{'height': 61, 'url': 'https://preview.redd.it/zetgh0er0q1b1.jpg?width=108&crop=smart&auto=webp&s=f9e1bdb5d0fbcfeda0da536285bc24ab90c9ad8b', 'width': 108}, {'height': 123, 'url': 'https://preview.redd.it/zetgh0er0q1b1.jpg... | ||
7B performance on a 15 year old potato | 27 | [deleted] | 2023-05-24T00:57:32 | [deleted] | 2023-06-12T19:53:32 | 0 | {} | 13q6hu8 | false | null | t3_13q6hu8 | /r/LocalLLaMA/comments/13q6hu8/7b_performance_on_a_15_year_old_potato/ | false | false | default | 27 | null | ||
4x 8GB RAM modules in dual channel VS 2x 16GB RAM modules in dual channel for Llama.cpp | 2 | I want to run GPT4 x Alpaca, I have two options for upgrading my PC.
4x 8GB RAM modules in dual channel: affordable but I will not have space for more RAM in the future.
2x 16GB RAM modules in dual channel: expensive but I could upgrade to 64GB in the future.
Would having 64GB of RAM in the future provide a signifi... | 2023-05-24T00:53:14 | https://www.reddit.com/r/LocalLLaMA/comments/13q6ejz/4x_8gb_ram_modules_in_dual_channel_vs_2x_16gb_ram/ | Nazuna_Vampi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13q6ejz | false | null | t3_13q6ejz | /r/LocalLLaMA/comments/13q6ejz/4x_8gb_ram_modules_in_dual_channel_vs_2x_16gb_ram/ | false | false | self | 2 | null |
AlpacaFarm makes the RLHF process accessible to everyone by providing a simulator that replicates the RLHF process quickly (24h) and cheaply ($200) | 30 | Incredible how fast the open source langauge model space is moving. | 2023-05-24T00:48:28 | https://crfm.stanford.edu/2023/05/22/alpaca-farm.html | kryptkpr | crfm.stanford.edu | 1970-01-01T00:00:00 | 0 | {} | 13q6ato | false | null | t3_13q6ato | /r/LocalLLaMA/comments/13q6ato/alpacafarm_makes_the_rlhf_process_accessible_to/ | false | false | default | 30 | null |
4090 wont run wizard 30b, people have same issue on community page | 1 | [removed] | 2023-05-24T00:48:10 | https://www.reddit.com/r/LocalLLaMA/comments/13q6akx/4090_wont_run_wizard_30b_people_have_same_issue/ | Efficient-Sherbet-15 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13q6akx | false | null | t3_13q6akx | /r/LocalLLaMA/comments/13q6akx/4090_wont_run_wizard_30b_people_have_same_issue/ | false | false | default | 1 | null |
How many tokens of storage can I get using Llama models? | 3 | I am trying to write a story and want to run some checks through a chat bot. GPT does okay, but forgets after a fairly short period of time technical details that are critical to continuing the discussion for longer than a few exchanges.
What am I looking at for some of these? I have a few models already, and am wonde... | 2023-05-24T00:46:32 | https://www.reddit.com/r/LocalLLaMA/comments/13q69bj/how_many_tokens_of_storage_can_i_get_using_llama/ | Siigari | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13q69bj | false | null | t3_13q69bj | /r/LocalLLaMA/comments/13q69bj/how_many_tokens_of_storage_can_i_get_using_llama/ | false | false | self | 3 | null |
4090 issue with Wizard 30B | 1 | [removed] | 2023-05-24T00:46:14 | https://www.reddit.com/r/LocalLLaMA/comments/13q692i/4090_issue_with_wizard_30b/ | Efficient-Sherbet-15 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13q692i | false | null | t3_13q692i | /r/LocalLLaMA/comments/13q692i/4090_issue_with_wizard_30b/ | false | false | default | 1 | null |
What is an budget level PC for running basic LLaMa models? | 3 | I sort of adhere to learning to swim by jumping in.
I am looking to understand locally hosted llamas without breaking the bank. Would 16GB RAM and a 24GB RTX 3090 be enough to start? | 2023-05-24T00:29:32 | https://www.reddit.com/r/LocalLLaMA/comments/13q5vh4/what_is_an_budget_level_pc_for_running_basic/ | iChinguChing | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13q5vh4 | false | null | t3_13q5vh4 | /r/LocalLLaMA/comments/13q5vh4/what_is_an_budget_level_pc_for_running_basic/ | false | false | self | 3 | null |
CLI LLM | 1 | [removed] | 2023-05-24T00:11:13 | https://www.reddit.com/r/LocalLLaMA/comments/13q5gjk/cli_llm/ | 5c077_fr33 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13q5gjk | false | null | t3_13q5gjk | /r/LocalLLaMA/comments/13q5gjk/cli_llm/ | false | false | default | 1 | null |
OpenAccess AI Collective's Manticore 13B Chat (Manticore - Pygmalion) | 83 | # Manticore 13B Chat
Manticore 13B Chat builds on Manticore with new datasets, including a de-duped subset of the Pygmalion dataset. It also removes all Alpaca style prompts using
###
in favor of chat only style prompts using
USER:
ASSISTANT:
as well as [**pygmalion/metharme prompting**](https://hugg... | 2023-05-23T23:48:22 | https://www.reddit.com/r/LocalLLaMA/comments/13q4xgh/openaccess_ai_collectives_manticore_13b_chat/ | The-Bloke | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13q4xgh | false | null | t3_13q4xgh | /r/LocalLLaMA/comments/13q4xgh/openaccess_ai_collectives_manticore_13b_chat/ | false | false | self | 83 | {'enabled': False, 'images': [{'id': '0yX6Osaz2Y363-dUccZuszUzp2yGUjbZHiLjr57wZ88', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/E_xRo1yw5rmmykhNYCrOR2yBjvzBDlomFZv20GSdNeg.jpg?width=108&crop=smart&auto=webp&s=fc6e7eb7da486c3d445b45b1c25f6cd1d33d2ad5', 'width': 108}, {'height': 116, 'url': 'h... |
Make models answer in the language of the instruction | 1 | Models like WizardVicuna13B are good at understanding non-English (in my case German) instructions, but they are responding in English, that I have to explicitely write that it should answer it in German.
What would be a method to auto-detect the language and respond in that, too?
For ChatGPT it is the case. Or does th... | 2023-05-23T22:16:36 | https://www.reddit.com/r/LocalLLaMA/comments/13q2ob1/make_models_answer_in_the_language_of_the/ | Koliham | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13q2ob1 | false | null | t3_13q2ob1 | /r/LocalLLaMA/comments/13q2ob1/make_models_answer_in_the_language_of_the/ | false | false | self | 1 | null |
7B Wizard model speed | 3 | How fast are 7B models supposed to run? I have a middle of the road cpu for my laptop(Ryzen 5 5500U) and I'm using WizardLM-7B-uncensored with llama.cpp. I'm getting a prompt eval time of 77.60ms per token and a regular eval time of 174.67ms per token. I don't know if this is up to par so I'm thinking of using gpu acce... | 2023-05-23T21:40:28 | https://www.reddit.com/r/LocalLLaMA/comments/13q1psd/7b_wizard_model_speed/ | Jamalmail | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13q1psd | false | null | t3_13q1psd | /r/LocalLLaMA/comments/13q1psd/7b_wizard_model_speed/ | false | false | self | 3 | null |
Proof-of-concept with fine-tuning on local data? | 4 | Hi,
What do you all recommend for implementing a Q&A chat similar to ChatGPT, but with fine-tuning on some local documents (bunch of html and pdf files)? I would prefer an API approach offered by OpenAI, but they require the use of json in the question-answer format. I'd like to point to a bunch of files, fine tune,... | 2023-05-23T20:23:20 | https://www.reddit.com/r/LocalLLaMA/comments/13pzlsy/proofofconcept_with_finetuning_on_local_data/ | vinhdizzo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13pzlsy | false | null | t3_13pzlsy | /r/LocalLLaMA/comments/13pzlsy/proofofconcept_with_finetuning_on_local_data/ | false | false | self | 4 | null |
What kind of hardware do you need to run LLaMA locally? | 9 | Somehow I don't think my RTX 3070 is enough. | 2023-05-23T18:21:57 | https://www.reddit.com/r/LocalLLaMA/comments/13pwcu6/what_kind_of_hardware_do_you_need_to_run_llama/ | Darkhog | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13pwcu6 | false | null | t3_13pwcu6 | /r/LocalLLaMA/comments/13pwcu6/what_kind_of_hardware_do_you_need_to_run_llama/ | false | false | self | 9 | null |
OpenLLaMA Releases 7B/3B Checkpoints with 700B/600B Tokens | 90 | [Update 05/22/2023](https://github.com/openlm-research/open_llama/tree/main#update-05222023)
>We are happy to release our [700B token checkpoint for the OpenLLaMA 7B model](https://huggingface.co/openlm-research/open_llama_7b_700bt_preview) and [600B token checkpoint for the 3B model](https://huggingface.co/openlm-res... | 2023-05-23T17:27:09 | https://www.reddit.com/r/LocalLLaMA/comments/13puy2j/openllama_releases_7b3b_checkpoints_with_700b600b/ | friedrichvonschiller | self.LocalLLaMA | 2023-05-23T20:28:59 | 0 | {} | 13puy2j | false | null | t3_13puy2j | /r/LocalLLaMA/comments/13puy2j/openllama_releases_7b3b_checkpoints_with_700b600b/ | false | false | 90 | {'enabled': False, 'images': [{'id': 'O8tRU_f2R-b_kBe3Ct1V4f07ncMfAYdYRE7TLhOCXBI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Q6Tih_Q9kUjBS5zeHnjVvpVu2ccC2wHdYiBY5oZ5svs.jpg?width=108&crop=smart&auto=webp&s=690b3adda60e0cec765ac71023f16c613e76dc35', 'width': 108}, {'height': 108, 'url': 'h... | |
Watching the Microsoft Build Keynote and this post was made with the help of Dolly. | 0 | [removed] | 2023-05-23T17:25:36 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 13puwml | false | null | t3_13puwml | /r/LocalLLaMA/comments/13puwml/watching_the_microsoft_build_keynote_and_this/ | false | false | default | 0 | null | ||
Best 7b models list? | 3 | I have seen a lot of lists comparing best open source models. Those are great but they often don't list 7b models as they are not good compare to higher parameter models, especially the uncensored ones. I am unable to run higher models on 8GB vram so 7b are best fit for me.
Which are the best ones so far? If a list... | 2023-05-23T17:18:02 | https://www.reddit.com/r/LocalLLaMA/comments/13pupe6/best_7b_models_list/ | Suimeileo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13pupe6 | false | null | t3_13pupe6 | /r/LocalLLaMA/comments/13pupe6/best_7b_models_list/ | false | false | self | 3 | null |
Can I run a local LLM with only 4GB VRAM? | 0 | [removed] | 2023-05-23T17:03:42 | https://www.reddit.com/r/LocalLLaMA/comments/13puc8t/can_i_run_a_local_llm_with_only_4gb_vram/ | mrmczebra | self.LocalLLaMA | 2023-05-23T17:37:17 | 0 | {} | 13puc8t | false | null | t3_13puc8t | /r/LocalLLaMA/comments/13puc8t/can_i_run_a_local_llm_with_only_4gb_vram/ | false | false | default | 0 | null |
Official MPS Support Thread | 12 | For those on M1 or M2 macs, let's create a centralized post for all resources related to MPS and how to get models to run faster on macs.
Currently on my M1 Max 32GB Memory machine I can handle 5 tokens/sec with 13B models. However 30B is crawling.
Have you guys been able to get faster speeds, and if so how?
​... | 2023-05-23T16:29:39 | https://www.reddit.com/r/LocalLLaMA/comments/13ptew5/official_mps_support_thread/ | IWantToBeAWebDev | self.LocalLLaMA | 2023-05-26T00:31:45 | 0 | {} | 13ptew5 | false | null | t3_13ptew5 | /r/LocalLLaMA/comments/13ptew5/official_mps_support_thread/ | false | false | self | 12 | {'enabled': False, 'images': [{'id': 'gaBsUPsMPCc9S_ThXyuPcwjHz0CJUu6iz8201w3BGxs', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/oZpD5pP_uA43M5wuiN815vr-MW9cWu1jz5G5-g3OuLw.jpg?width=108&crop=smart&auto=webp&s=06a03436c65d40168a8118c576a419a3190031de', 'width': 108}, {'height': 108, 'url': 'h... |
Is local LLM cheaper than ChatGPT API? | 32 | ChatGPT api only costs 0.002 dollar for 1k token. I found that LLMs like llama output only 10-20 tokens per second, which is very slow. And such machines costs over 1 dollar per hour. It seems that using api is much cheaper. Based on these observations, it seems that utilizing the ChatGPT API might be a more affordable... | 2023-05-23T16:19:57 | https://www.reddit.com/r/LocalLLaMA/comments/13pt5f3/is_local_llm_cheaper_than_chatgpt_api/ | Financial_Stranger52 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13pt5f3 | false | null | t3_13pt5f3 | /r/LocalLLaMA/comments/13pt5f3/is_local_llm_cheaper_than_chatgpt_api/ | false | false | self | 32 | null |
Are sole individuals or are teams creating all these new models? | 8 | Just wondering : Are driven individuals or are teams creating all these new models?
If teams, what size are they typically? | 2023-05-23T15:58:23 | https://www.reddit.com/r/LocalLLaMA/comments/13pskc2/are_sole_individuals_or_are_teams_creating_all/ | MrEloi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13pskc2 | false | null | t3_13pskc2 | /r/LocalLLaMA/comments/13pskc2/are_sole_individuals_or_are_teams_creating_all/ | false | false | self | 8 | null |
GPT4 x Alpaca 13B vs Vicuna 13B | 2 | [removed] | 2023-05-23T15:07:57 | https://www.reddit.com/r/LocalLLaMA/comments/13pr7l0/gpt4_x_alpaca_13b_vs_vicuna_13b/ | One-Relationship4205 | self.LocalLLaMA | 2023-05-23T15:34:37 | 0 | {} | 13pr7l0 | false | null | t3_13pr7l0 | /r/LocalLLaMA/comments/13pr7l0/gpt4_x_alpaca_13b_vs_vicuna_13b/ | false | false | default | 2 | null |
Instruct-guided novel writing using WizardLM-30B-Uncensored (with SillyTavern) | 130 | Hello everyone!
To preface this, I've been playing around with AI-assisted novel writing for a while, having used [HoloAI](https://writeholo.com/) and [NovelAI](https://novelai.net/) quite extensively, and playing around with KoboldAI and the [Nerys](https://huggingface.co/KoboldAI/fairseq-dense-13B-Nerys) and [Erebus... | 2023-05-23T15:03:25 | https://www.reddit.com/r/LocalLLaMA/comments/13pr3bh/instructguided_novel_writing_using/ | bilwis | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13pr3bh | false | null | t3_13pr3bh | /r/LocalLLaMA/comments/13pr3bh/instructguided_novel_writing_using/ | false | false | 130 | null | |
Can a llm demand more memory than is physically available? | 0 | [removed] | 2023-05-23T15:00:22 | https://www.reddit.com/r/LocalLLaMA/comments/13pr05z/can_a_llm_demand_more_memory_than_is_physically/ | MrEloi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13pr05z | false | null | t3_13pr05z | /r/LocalLLaMA/comments/13pr05z/can_a_llm_demand_more_memory_than_is_physically/ | false | false | default | 0 | null |
Meanwhile here at LocalLLaMA.. | 716 | 2023-05-23T14:42:21 | MoneroBee | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 13pqj3j | false | null | t3_13pqj3j | /r/LocalLLaMA/comments/13pqj3j/meanwhile_here_at_localllama/ | false | false | 716 | {'enabled': True, 'images': [{'id': 'ROIALCegwgm_E2XHpaA-DA29woATZKxLTPj8YOtsnCE', 'resolutions': [{'height': 156, 'url': 'https://preview.redd.it/jr463ta7fl1b1.png?width=108&crop=smart&auto=webp&s=e81e8cdcad02bc05d1f5cfa401c7db4e48493087', 'width': 108}, {'height': 312, 'url': 'https://preview.redd.it/jr463ta7fl1b1.pn... | |||
How can I run the TinyStories model on llama.cpp for conversation instead of completion? | 1 | [removed] | 2023-05-23T13:27:35 | https://www.reddit.com/r/LocalLLaMA/comments/13pojdd/how_can_i_run_the_tinystories_model_on_llamacpp/ | su3su2u1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13pojdd | false | null | t3_13pojdd | /r/LocalLLaMA/comments/13pojdd/how_can_i_run_the_tinystories_model_on_llamacpp/ | false | false | default | 1 | null |
What's the story behind Hugging Face? | 14 | What's the story behind Hugging Face?
I have just found their website, and don't know what to make of it.
Is there an article somewhere which describes their history, aims and products/services? | 2023-05-23T12:26:11 | https://www.reddit.com/r/LocalLLaMA/comments/13pn1a7/whats_the_story_behind_hugging_face/ | MrEloi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13pn1a7 | false | null | t3_13pn1a7 | /r/LocalLLaMA/comments/13pn1a7/whats_the_story_behind_hugging_face/ | false | false | self | 14 | null |
Desktop connected to the RunPod cloud Oobabooga, running TheBloke_vicuna-13B-1.1-GPTQ-4bit-128g. These local models have so much potential! | 24 | 2023-05-23T12:25:43 | https://v.redd.it/8cogzmvrpk1b1 | No_Wheel_9336 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 13pn0v6 | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/8cogzmvrpk1b1/DASHPlaylist.mpd?a=1694951465%2CODQxMGQxNjBjZTY0NzY5ODFiMjgyZjA0Mzg3NjNhYzkwM2Y4YTYzMWRiNTgyMzQzMjNkMmYyMGM2YjI2ZDRlMA%3D%3D&v=1&f=sd', 'duration': 41, 'fallback_url': 'https://v.redd.it/8cogzmvrpk1b1/DASH_720.mp4?source=fallback', 'he... | t3_13pn0v6 | /r/LocalLLaMA/comments/13pn0v6/desktop_connected_to_the_runpod_cloud_oobabooga/ | false | false | 24 | {'enabled': False, 'images': [{'id': 'SleJWLSZhwK3tcsK1ghjR6he76HoDxjqiluCNhjl3i0', 'resolutions': [{'height': 98, 'url': 'https://external-preview.redd.it/mY1XW6t196vQHamUE6hrkGM_ErtcK5WW31XzFRHPocc.png?width=108&crop=smart&format=pjpg&auto=webp&s=90bb8fccde9b7da3a379f22e27f5d0cb9e8de49d', 'width': 108}, {'height': 19... | ||
(oobabooga) Is there any way to chat with more than one character at once? | 2 | [removed] | 2023-05-23T10:38:13 | https://www.reddit.com/r/LocalLLaMA/comments/13pkr0e/oobabooga_is_there_any_way_to_chat_with_more_than/ | OobaboogaHelp | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13pkr0e | false | null | t3_13pkr0e | /r/LocalLLaMA/comments/13pkr0e/oobabooga_is_there_any_way_to_chat_with_more_than/ | false | false | default | 2 | null |
Is it possible to run the model wizard 7B GGLM 4 bit with my computer? | 2 | I'm totally new to the domain and trying to run the model wizard 7B GGLM 4 bit on my computer. I can't make it work but because I don't have good config, I'm thinking that's it maybe comes from that.
​
I have 8GB of RAM, an AMD Ryzen 7 3700U and a. AMD Radeon Vega mobile Gfx graphics.
​
I try to run t... | 2023-05-23T09:35:15 | https://www.reddit.com/r/LocalLLaMA/comments/13pjk09/is_it_possible_to_run_the_model_wizard_7b_gglm_4/ | superanki | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13pjk09 | false | null | t3_13pjk09 | /r/LocalLLaMA/comments/13pjk09/is_it_possible_to_run_the_model_wizard_7b_gglm_4/ | false | false | self | 2 | null |
Whats currently the best model for scientific paper writing? | 9 | I had good results writing papers with ChatGPT. Just summarizing the main points I was trying to make for a particular section, then letting ChatGPT generating the final text.
Basically I supply the technical input, and the model supplies the language. I'm not a native speaker, so this is obviously helpful for me.
I... | 2023-05-23T09:26:18 | https://www.reddit.com/r/LocalLLaMA/comments/13pje5m/whats_currently_the_best_model_for_scientific/ | IlIllIlllIlllIllll | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13pje5m | false | null | t3_13pje5m | /r/LocalLLaMA/comments/13pje5m/whats_currently_the_best_model_for_scientific/ | false | false | self | 9 | null |
Local LLMs that pass this test? | 10 | "I have 2 apples. I ate 1 banana. How many apples do I have now?"
I was trying Wizard 33B GPTQ 4bit last night and I was disappointed to see this answer. No matter how many times I clicked "regenerate", it is consistently giving wrong answers. Can you guys try your favorite local LLMs and see if they pass?
However, I... | 2023-05-23T08:57:29 | https://www.reddit.com/r/LocalLLaMA/comments/13pivzv/local_llms_that_pass_this_test/ | Saren-WTAKO | self.LocalLLaMA | 2023-05-23T09:13:55 | 0 | {} | 13pivzv | false | null | t3_13pivzv | /r/LocalLLaMA/comments/13pivzv/local_llms_that_pass_this_test/ | false | false | 10 | null | |
How to fine tune / train an open source model? | 27 | [deleted] | 2023-05-23T08:20:53 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 13pi9h8 | false | null | t3_13pi9h8 | /r/LocalLLaMA/comments/13pi9h8/how_to_fine_tune_train_an_open_source_model/ | false | false | default | 27 | null | ||
[ Removed by Reddit ] | 166 | [removed] | 2023-05-23T07:45:10 | https://www.reddit.com/r/LocalLLaMA/comments/13phmy0/removed_by_reddit/ | Creative-Rest-2112 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13phmy0 | false | null | t3_13phmy0 | /r/LocalLLaMA/comments/13phmy0/removed_by_reddit/ | false | false | default | 166 | null |
Keeping an LLM on subject | 1 | I am using private Gpt with llamacpp, if it gets a positive hit in the chroma vector store its great and is accurate.
If it doesn't then it falls back to its trained knowledge, are there any techniques to get it to just say it doesn't know?
I have been looking at nvidia nemo guardrails but that seems more like an NL... | 2023-05-23T05:40:18 | https://www.reddit.com/r/LocalLLaMA/comments/13pfbk1/keeping_an_llm_on_subject/ | megadonkeyx | self.LocalLLaMA | 2023-05-23T06:00:01 | 0 | {} | 13pfbk1 | false | null | t3_13pfbk1 | /r/LocalLLaMA/comments/13pfbk1/keeping_an_llm_on_subject/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'jWD991VzfuV_zlwEbdfXj9xZHb0GTG64p-F7C6HDdZU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/YhcCBLjDxkS9_nkFlbBY2j5NH2OmQeJyT_82ojkRsWY.jpg?width=108&crop=smart&auto=webp&s=3325e379ae9469740b0f6be622454b8611e4ae4e', 'width': 108}, {'height': 108, 'url': 'h... |
Meta AI announces Massive Multilingual Speech code, models for 1000+ languages | 85 | 2023-05-23T05:34:02 | https://github.com/facebookresearch/fairseq/tree/main/examples/mms | dagerdev | github.com | 1970-01-01T00:00:00 | 0 | {} | 13pf7cm | false | null | t3_13pf7cm | /r/LocalLLaMA/comments/13pf7cm/meta_ai_announces_massive_multilingual_speech/ | false | false | 85 | {'enabled': False, 'images': [{'id': 'bWWjT8_ksza2jJ4nJ9S2yWMnlqwSuvgQKoig4BcjaoU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/A-GefEE77ReZxZf8OJKa-VZUdj2YJL41mj6sIgjn4Tg.jpg?width=108&crop=smart&auto=webp&s=3e4c74bcd50f1599ca51b7a786f2663240e23b2e', 'width': 108}, {'height': 108, 'url': 'h... | ||
cannot for the life of me compile libllama.dll | 1 | I searched through GitHub and nothing comes up that is new. I wanted to run the model through the C# wrapper linked on [LLaMASharp](https://github.com/SciSharp/LLamaSharp) which requires compiling llama.cpp and extracting the libllama dll into the C# project files. When I build llama.cpp with OpenBLAS, everything shows... | 2023-05-23T02:58:11 | https://www.reddit.com/r/LocalLLaMA/comments/13pbzcl/cannot_for_the_life_of_me_compile_libllamadll/ | EmbarrassedSleep6981 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13pbzcl | false | null | t3_13pbzcl | /r/LocalLLaMA/comments/13pbzcl/cannot_for_the_life_of_me_compile_libllamadll/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'HnmhCr9KpOY1JpoxPu0QbKiqBD659HvHAf1UUmqWpMM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/NieqA5dnYPqR2uedma1aNz1xCJ2Yy7g-yHYaW8d5wDY.jpg?width=108&crop=smart&auto=webp&s=8fe5981522c1551224da419a3ae2356d37d3d7ce', 'width': 108}, {'height': 108, 'url': 'h... |
30b running slowly on 4090 | 8 | I’m not sure what I’m doing wrong. I have a 4090 and 32Gib of memory running on Ubuntu server with an 11700K.
Is it not enough memory? How much memory would I need.
Could it be something else? I see other people say they can get about 15 tokens per second with a 4090. | 2023-05-23T01:42:31 | https://www.reddit.com/r/LocalLLaMA/comments/13paao9/30b_running_slowly_on_4090/ | OldLostGod | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13paao9 | false | null | t3_13paao9 | /r/LocalLLaMA/comments/13paao9/30b_running_slowly_on_4090/ | false | false | self | 8 | null |
Update: OpenCL is merged! AMD GPUs now work with llama.cpp | 168 | Compile with `LLAMA_CLBLAST=1 make`. Make sure you have OpenCL drivers installed.
More info on original post: https://www.reddit.com/r/LocalLLaMA/comments/13m8li2/finally_got_a_model_running_on_my_xtx_using/
Edit: Some speed benchmarks I did on my XTX with `WizardLM-30B-Uncensored.ggmlv3.q4_1`
All 60 layers offloade... | 2023-05-23T00:47:36 | https://www.reddit.com/r/LocalLLaMA/comments/13p8zq2/update_opencl_is_merged_amd_gpus_now_work_with/ | TeakTop | self.LocalLLaMA | 2023-05-25T07:41:47 | 0 | {} | 13p8zq2 | false | null | t3_13p8zq2 | /r/LocalLLaMA/comments/13p8zq2/update_opencl_is_merged_amd_gpus_now_work_with/ | false | false | self | 168 | null |
llama.cpp has a long warmup time in the beginning | 1 | [removed] | 2023-05-23T00:37:18 | https://www.reddit.com/r/LocalLLaMA/comments/13p8r7e/llamacpp_has_a_long_warmup_time_in_the_beginning/ | nderstand2grow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13p8r7e | false | null | t3_13p8r7e | /r/LocalLLaMA/comments/13p8r7e/llamacpp_has_a_long_warmup_time_in_the_beginning/ | false | false | default | 1 | null |
Running RedPajama and other open LLMs on phones, browsers and AMD/NV/Intel GPUs | 43 | MLC LLM enables universal deployment of RedPajama-3B and other LLMs (Dolly, Vicuna, etc) across different platforms with hardware acceleration. It uses ~2.2GB memory, which most of the GPUs, macbooks and phones can afford. Check it out: https://mlc.ai/blog/2023/05/22/bringing-open-large-language-models-to-consumer-devi... | 2023-05-23T00:30:22 | https://www.reddit.com/r/LocalLLaMA/comments/13p8lba/running_redpajama_and_other_open_llms_on_phones/ | yzgysjr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13p8lba | false | null | t3_13p8lba | /r/LocalLLaMA/comments/13p8lba/running_redpajama_and_other_open_llms_on_phones/ | false | false | self | 43 | null |
How to test if a model is truly UNCENSORED? | 27 | I downloaded the latest WizardLM-30B-Uncensored models (ggml) and wanted to check whether they're actually uncensored. But I still get "I'm sorry, as an AI model..." for certain prompts (e.g., the model refuses to write racist jokes, etc.)
Is that what people mean by "uncensored"? | 2023-05-23T00:29:18 | https://www.reddit.com/r/LocalLLaMA/comments/13p8kfe/how_to_test_if_a_model_is_truly_uncensored/ | nderstand2grow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13p8kfe | false | null | t3_13p8kfe | /r/LocalLLaMA/comments/13p8kfe/how_to_test_if_a_model_is_truly_uncensored/ | false | false | self | 27 | null |
Could someone help me figure out what I'm doing wrong with recent models? | 1 | [removed] | 2023-05-22T23:43:15 | https://www.reddit.com/r/LocalLLaMA/comments/13p7h73/could_someone_help_me_figure_out_what_im_doing/ | banzai_420 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13p7h73 | false | null | t3_13p7h73 | /r/LocalLLaMA/comments/13p7h73/could_someone_help_me_figure_out_what_im_doing/ | false | false | default | 1 | null |
New to this community, most models I download fail and end up in a core dump | 1 | Hi all,
Aside from a few models, when I load most models with llama.cpp (updated and compiled from master) I get an error such as the following:
➜ llama.cpp git:(master) ./main -m ./models/ggml-gpt4all-j-v1.3-groovy.bin -c 512 -b 1024 -n 256 --keep 48 \
--repeat_penalty 1.0 --color -i \ ... | 2023-05-22T22:17:14 | https://www.reddit.com/r/LocalLLaMA/comments/13p5b18/new_to_this_community_most_models_i_download_fail/ | evert | self.LocalLLaMA | 2023-05-22T22:36:29 | 0 | {} | 13p5b18 | false | null | t3_13p5b18 | /r/LocalLLaMA/comments/13p5b18/new_to_this_community_most_models_i_download_fail/ | false | false | self | 1 | null |
I Want Speed Reccomendations | 1 | Which ggml model gives you the smartest fastest results? I'm talking 7B or lower. It doesn't have to be great, I'm looking for an oracle to spitball ideas. Normally I use story dice or Magic cards, but I thought a very fast AI could work great as well.
Thanks for your suggestions in advance | 2023-05-22T21:54:57 | https://www.reddit.com/r/LocalLLaMA/comments/13p4phb/i_want_speed_reccomendations/ | shamaalpacadingdong | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13p4phb | false | null | t3_13p4phb | /r/LocalLLaMA/comments/13p4phb/i_want_speed_reccomendations/ | false | false | self | 1 | null |
Anything using palm-2 in the open world? | 1 | [removed] | 2023-05-22T20:32:57 | https://www.reddit.com/r/LocalLLaMA/comments/13p2dce/anything_using_palm2_in_the_open_world/ | suoko | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13p2dce | false | null | t3_13p2dce | /r/LocalLLaMA/comments/13p2dce/anything_using_palm2_in_the_open_world/ | false | false | default | 1 | null |
Small Uncensored LLM model to train cheaply for a specific task. | 14 | I’m looking for a small LLM model that I can train on my local machine with a basic gpu. I want to use it to create very specific type of content. I have access to large amount of training data for this type of content but I’m not sure how to approach this whole problem. I am very new to fine tuning and LLaMAs in gener... | 2023-05-22T20:25:44 | https://www.reddit.com/r/LocalLLaMA/comments/13p25qy/small_uncensored_llm_model_to_train_cheaply_for_a/ | ImpressiveFault42069 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13p25qy | false | null | t3_13p25qy | /r/LocalLLaMA/comments/13p25qy/small_uncensored_llm_model_to_train_cheaply_for_a/ | false | false | self | 14 | null |
zero-shot / few-shot / fine-tuning classification with Llama? | 5 | I'm trying to perform some zero shot / few-shot classification with Llama. I tried with \`decapoda-research/llama-7b-hf\` and a basic prompt. For example:
Below is an instruction that describes a task, paired with an input that provides further context. Write a response that appropriately completes the request. # ... | 2023-05-22T20:23:25 | https://www.reddit.com/r/LocalLLaMA/comments/13p23ew/zeroshot_fewshot_finetuning_classification_with/ | furciferX | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13p23ew | false | null | t3_13p23ew | /r/LocalLLaMA/comments/13p23ew/zeroshot_fewshot_finetuning_classification_with/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': '_rEX1xvwdv17x6NFAWQpYFNONQ0BKA5Qw0Eo0JX0zWU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/PUH10BjM5sFuvroA3mzy6AwPeP3T-kvtFLWUoE6Dho8.jpg?width=108&crop=smart&auto=webp&s=17279fa911dbea17f2a87e187f47ad903120ba87', 'width': 108}, {'height': 116, 'url': 'h... |
Can't get 30B models to work properly in oobabooga | 8 | I have 24GB VRAM and 64GB RAM, even with nothing else running, the 30B models will typically freeze after a couple of prompts. I am using 4bit quantized models and llama model type. Have tried cycling through different groupsizes. Resource monitor shows 100% GPU usage. I thought my specs should be enough to run 30B qua... | 2023-05-22T19:42:15 | https://www.reddit.com/r/LocalLLaMA/comments/13p0y4m/cant_get_30b_models_to_work_properly_in_oobabooga/ | Commercial_Way_8217 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13p0y4m | false | null | t3_13p0y4m | /r/LocalLLaMA/comments/13p0y4m/cant_get_30b_models_to_work_properly_in_oobabooga/ | false | false | self | 8 | null |
Ideal Laptop | 7 | Hello r/LocalLLaMA I'm shopping for a new laptop, my current one being a 16gb ram macbook pro.
The ideal use case would be to run Local LLM's on my laptop. Ideally I don't want to have to buy a GPU so I'm thinking a lot of ram will probably be what I need.
Are the new macbooks with 96GB\~ ram something I shou... | 2023-05-22T19:00:49 | https://www.reddit.com/r/LocalLLaMA/comments/13oztjn/ideal_laptop/ | aldarisbm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13oztjn | false | null | t3_13oztjn | /r/LocalLLaMA/comments/13oztjn/ideal_laptop/ | false | false | self | 7 | null |
🚨 How to deploy local models to Google Colab/Azure/etc. | 6 | I can run some models on M1 Mac, but I'd like to use the 65B models. As a student, I have free access to Azure. Is it possible to use that infrastructure to run such large models? How about Colab? | 2023-05-22T18:47:13 | https://www.reddit.com/r/LocalLLaMA/comments/13ozgej/how_to_deploy_local_models_to_google_colabazureetc/ | nderstand2grow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13ozgej | false | null | t3_13ozgej | /r/LocalLLaMA/comments/13ozgej/how_to_deploy_local_models_to_google_colabazureetc/ | false | false | self | 6 | null |
airoboros-7b | 85 | Pick your poison:
- https://huggingface.co/jondurbin/airoboros-7b
- https://huggingface.co/jondurbin/airoboros-7b-ggml-f32
- https://huggingface.co/jondurbin/airoboros-7b-ggml-f16
- https://huggingface.co/jondurbin/airoboros-7b-ggml-q8_0
- https://huggingface.co/jondurbin/airoboros-7b-ggml-q5_1
- https://huggingface.c... | 2023-05-22T17:46:32 | https://www.reddit.com/r/LocalLLaMA/comments/13oxr6z/airoboros7b/ | JonDurbin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13oxr6z | false | null | t3_13oxr6z | /r/LocalLLaMA/comments/13oxr6z/airoboros7b/ | false | false | self | 85 | {'enabled': False, 'images': [{'id': '3dEWqzEOS8nFBfNpUZ3gTC5On3cSB4SQNDtsmSxToCY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/8v6sq83tpN4pCzqsv9bWIjAbbi3PextETaN4yIMZL7w.jpg?width=108&crop=smart&auto=webp&s=d5932439417948fdd15bc8c62102ac2efea23371', 'width': 108}, {'height': 116, 'url': 'h... |
Newbie here. Need help with choosing a llm model for pdf ingestion and summarization locally | 6 | I have a gaming laptop with 16gb ram, Amd ryzen 7 cpu & 6700M 10GB gpu. I'm looking to install a llm on my local and keep it offline if possible too, to ingest pdfs (mostly code documentations, tutorial books, e.t.c) and then summarize concepts, ask what & how to questions on concepts.. Also ingest story books and help... | 2023-05-22T17:25:25 | https://www.reddit.com/r/LocalLLaMA/comments/13ox6r3/newbie_here_need_help_with_choosing_a_llm_model/ | MexicanJalebi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13ox6r3 | false | null | t3_13ox6r3 | /r/LocalLLaMA/comments/13ox6r3/newbie_here_need_help_with_choosing_a_llm_model/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': '118B2cshwj2mSijBF-qtIF58AaM7gAvK7glTehl6X_k', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/iD7CF2pJcVP1kASZRTCLBRpfR4pKDt4N8Q_ECfgrwGk.jpg?width=108&crop=smart&auto=webp&s=b7cec692ca08e6fcf11b5de302973fa544fd5938', 'width': 108}, {'height': 162, 'url': 'h... |
Train Large Language Models (LLM) using LoRA | 36 | 2023-05-22T15:30:59 | https://github.com/rhulha/lora | paranoidray | github.com | 1970-01-01T00:00:00 | 0 | {} | 13ou59l | false | null | t3_13ou59l | /r/LocalLLaMA/comments/13ou59l/train_large_language_models_llm_using_lora/ | false | false | default | 36 | null | |
WizardLM-30B-Uncensored | 686 | Today I released WizardLM-30B-Uncensored.
[https://huggingface.co/ehartford/WizardLM-30B-Uncensored](https://huggingface.co/ehartford/WizardLM-30B-Uncensored)
Standard disclaimer - just like a knife, lighter, or car, you are responsible for what you do with it.
Read my blog [article](https://erichartford.com/uncenso... | 2023-05-22T12:07:50 | https://www.reddit.com/r/LocalLLaMA/comments/13op1sd/wizardlm30buncensored/ | faldore | self.LocalLLaMA | 2023-05-22T12:43:39 | 1 | {'gid_2': 1} | 13op1sd | false | null | t3_13op1sd | /r/LocalLLaMA/comments/13op1sd/wizardlm30buncensored/ | false | false | self | 686 | {'enabled': False, 'images': [{'id': 'ywT2smm0IqTqqbq4_29s6rsXmM0IP5bSJvdaC-klH0w', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/EBu3CTilEwaqYRfKGJPUsfyB9UpRM9MNP4v-uNN9WTY.jpg?width=108&crop=smart&auto=webp&s=60dcf7fd7ae53c3690cdd8124a8a8eb419955f4b', 'width': 108}, {'height': 116, 'url': 'h... |
llama-30b-supercot surpassed 65b models on HF leaderboard | 42 | [https://huggingface.co/spaces/HuggingFaceH4/open\_llm\_leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
You may have to push the Resfresh-button to see the updated list.
There are not much information about the Supercot? And not any GGML-version yet! And it's already one month old mode... | 2023-05-22T12:00:47 | https://www.reddit.com/r/LocalLLaMA/comments/13oovzt/llama30bsupercot_surpassed_65b_models_on_hf/ | MustBeSomethingThere | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13oovzt | false | null | t3_13oovzt | /r/LocalLLaMA/comments/13oovzt/llama30bsupercot_surpassed_65b_models_on_hf/ | false | false | self | 42 | {'enabled': False, 'images': [{'id': '2yXkO2nXyv2ynd0Gc85xzzHWd7q-pzJRTeM5uxEBdoE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/7zqcw9mAS-PYpZk8_Tl2OVpnWH8wLITangIHhIInYos.jpg?width=108&crop=smart&auto=webp&s=7c3bb0e464c062e6518a90b686b3544dad39673d', 'width': 108}, {'height': 116, 'url': 'h... |
TinyStories: The Smallest GPT with Coherent English (by Microsoft) | 137 | Turns out, even 2.5M (yep, not B) parameters are enough to generate coherent text.
The main obstacle to full language understanding for transformers is the huge number of rare words (the long tail of the distribution). But if you compile a training dataset from the 1.5k most frequent roots (the vocabulary of a ~5-year... | 2023-05-22T11:34:26 | https://www.reddit.com/r/LocalLLaMA/comments/13ooc3o/tinystories_the_smallest_gpt_with_coherent/ | Shir_man | self.LocalLLaMA | 2023-05-22T17:27:17 | 0 | {} | 13ooc3o | false | null | t3_13ooc3o | /r/LocalLLaMA/comments/13ooc3o/tinystories_the_smallest_gpt_with_coherent/ | false | false | self | 137 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/0HhwdU6MKIAKjL9Y8-B_iH374a3NiPTy0ib8lmloRzA.jpg?width=108&crop=smart&auto=webp&s=2711d572cfc6c713893cf24e8c4a7344d5ad8a4c', 'width': 108}, {'height': 126, 'url': 'h... |
Using an LLM to predict Instagram video performance? | 3 | I have an instagram channel with about a 1000 videos up. The audience is not interested in the videos because of the visuals, they are interested in what is being spoken.
I was wondering if there's a way to train a model from the Llama zoo to predict the performance of a video if I feed it the transcript.
My idea is ... | 2023-05-22T11:20:22 | https://www.reddit.com/r/LocalLLaMA/comments/13oo20b/using_an_llm_to_predict_instagram_video/ | regstuff | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13oo20b | false | null | t3_13oo20b | /r/LocalLLaMA/comments/13oo20b/using_an_llm_to_predict_instagram_video/ | false | false | self | 3 | null |
Zicklein - a German 🇩🇪 finetuned LlaMA-7b base model (OS) | 34 | Zicklein is a German version of Alpaca 7b fine-tuned using LoRA, trained using a German translated version of the cleaned Alpaca instruct dataset.
Github: [https://github.com/avocardio/zicklein](https://github.com/avocardio/zicklein)
HuggingFace: [https://huggingface.co/avocardio/alpaca-lora-7b-german-base-52k](https... | 2023-05-22T11:15:03 | https://www.reddit.com/r/LocalLLaMA/comments/13onyco/zicklein_a_german_finetuned_llama7b_base_model_os/ | capital-man | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13onyco | false | null | t3_13onyco | /r/LocalLLaMA/comments/13onyco/zicklein_a_german_finetuned_llama7b_base_model_os/ | false | false | self | 34 | {'enabled': False, 'images': [{'id': 'QZJ6rDS2xcs16sJyKUjWzrJnYKUlC5nssuE8knyORAQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/BPwA3OmSMWmfKbtNVsnJ6-woG3JlvDU8i1XGGZqTGCk.jpg?width=108&crop=smart&auto=webp&s=0223d3b56f68a94324092e5cf98a219c8bccb8b8', 'width': 108}, {'height': 108, 'url': 'h... |
Zicklein - a German 🇩🇪 fine-tuned LlaMA-7b base model (OS) | 1 | [deleted] | 2023-05-22T11:10:22 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 13onv0c | false | null | t3_13onv0c | /r/LocalLLaMA/comments/13onv0c/zicklein_a_german_finetuned_llama7b_base_model_os/ | false | false | default | 1 | null | ||
Llama.cpp binary for OLD computer with GPU? | 5 | I'd like to try the GPU splitting option, and I have a NVIDIA GPU, however my computer is very old so I'm currently using the bin-win-avx-x64.zip release of llama.cpp.
Is there a compiled llama.cpp exe that supports the --gpu-layers option, but doesn't require an AVX2 capable CPU?
Or would I have to compile my own? | 2023-05-22T10:59:02 | https://www.reddit.com/r/LocalLLaMA/comments/13onm7n/llamacpp_binary_for_old_computer_with_gpu/ | Robot_Graffiti | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13onm7n | false | null | t3_13onm7n | /r/LocalLLaMA/comments/13onm7n/llamacpp_binary_for_old_computer_with_gpu/ | false | false | self | 5 | null |
Local GPT (completely offline and no OpenAI!) | 26 | For those of you who are into downloading and playing with hugging face models and the like, check out my project that allows you to chat with PDFs, or use the normal chatbot style conversation with the llm of your choice (ggml/llama-cpp compatible) completely offline! Drop a star if you like it. | 2023-05-22T10:23:58 | https://github.com/jlonge4/local_llama | Jl_btdipsbro | github.com | 1970-01-01T00:00:00 | 0 | {} | 13omy9c | false | null | t3_13omy9c | /r/LocalLLaMA/comments/13omy9c/local_gpt_completely_offline_and_no_openai/ | false | false | 26 | {'enabled': False, 'images': [{'id': 'UFi4l0MOE2C0JSggO1LtPttSGlhXgc31SeEVFPFndvU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/s4Oqk3Qv77cwakEzVpGXM9WAljCyAHNWyWmU6ZIinX8.jpg?width=108&crop=smart&auto=webp&s=cddd2a19507e78766c2b75e3574ffd5c82d84f05', 'width': 108}, {'height': 108, 'url': 'h... | |
Nvidia Tesla M40 vs P40. | 7 | I'm considering starting as a hobbyist.
Thing is I´d like to run the bigger models, so I´d need at least 2, if not 3 or 4, 24 GB cards. I read the P40 is slower, but I'm not terribly concerned by speed of the response. I'd rather get a good reply slower than a fast less accurate one due to running a smaller model.
My... | 2023-05-22T09:57:55 | https://www.reddit.com/r/LocalLLaMA/comments/13omfzw/nvidia_tesla_m40_vs_p40/ | SirLordTheThird | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13omfzw | false | null | t3_13omfzw | /r/LocalLLaMA/comments/13omfzw/nvidia_tesla_m40_vs_p40/ | false | false | self | 7 | null |
Introducing Kobold-Assistant | 1 | [removed] | 2023-05-22T08:46:43 | https://www.reddit.com/r/LocalLLaMA/comments/13ol4mz/introducing_koboldassistant/ | _Lee_B_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13ol4mz | false | null | t3_13ol4mz | /r/LocalLLaMA/comments/13ol4mz/introducing_koboldassistant/ | false | false | default | 1 | null |
airoboros uncensored dataset (98% chatGPT3.5) released (thanks jondurbin) | 65 | 2023-05-22T08:25:52 | https://huggingface.co/datasets/jondurbin/airoboros-uncensored | _underlines_ | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 13oksgq | false | null | t3_13oksgq | /r/LocalLLaMA/comments/13oksgq/airoboros_uncensored_dataset_98_chatgpt35/ | false | false | 65 | {'enabled': False, 'images': [{'id': 'l2t25VWYBLjqCy2iWN4UskcCQqQfq1kt7D8Dloe2MhY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/oHkSdZ2XY7WE76cHz3qygt88JmI9Oels34ji0d6fK9A.jpg?width=108&crop=smart&auto=webp&s=31d2300ef7152a8b2cebab69493c4b277d70bb0a', 'width': 108}, {'height': 116, 'url': 'h... | ||
airoboros dataset (98% chatGPT3.5) released its uncensored dataset (thanks jondurbin) | 1 | [deleted] | 2023-05-22T08:24:55 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 13okruj | false | null | t3_13okruj | /r/LocalLLaMA/comments/13okruj/airoboros_dataset_98_chatgpt35_released_its/ | false | false | default | 1 | null | ||
Deploying LLM on Cloud | 4 | I want to create a product which uses open source LLM as its backend.
How do I deploy that LLM to Google Cloud or AWS?
Is there any tutorial for that? | 2023-05-22T08:12:35 | https://www.reddit.com/r/LocalLLaMA/comments/13okjzz/deploying_llm_on_cloud/ | Proof_Mouse9105 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13okjzz | false | null | t3_13okjzz | /r/LocalLLaMA/comments/13okjzz/deploying_llm_on_cloud/ | false | false | self | 4 | null |
With a single 3090, which model is finetune-able and decent reasoning ability | 18 | Hello guys,
a 3090 is what I can get, and if I what to make my own model, which model I should choose? hopefully it has decent reasoning ability, by using langchain wish I can solve the accuracy problem. | 2023-05-22T07:40:27 | https://www.reddit.com/r/LocalLLaMA/comments/13ojysf/with_a_single_3090_which_model_is_finetuneable/ | JohnSmith004 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13ojysf | false | null | t3_13ojysf | /r/LocalLLaMA/comments/13ojysf/with_a_single_3090_which_model_is_finetuneable/ | false | false | self | 18 | null |
Using a local LLM for large-scale text analysis | 9 | Hi all,
I'm looking to run a local LLM for large-scale text analysis. I work in a law enforcement related environment, and we have a ton of data (think chat-logs, phone transcripts) that I would like to query. The data is so vast that we don't have the manpower to search this and would like to make use of an LLM. For... | 2023-05-22T07:36:11 | https://www.reddit.com/r/LocalLLaMA/comments/13ojvzo/using_a_local_llm_for_largescale_text_analysis/ | panthaduprince | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13ojvzo | false | null | t3_13ojvzo | /r/LocalLLaMA/comments/13ojvzo/using_a_local_llm_for_largescale_text_analysis/ | false | false | self | 9 | null |
PSA: There is no 30B LLaMA model; it was a typo. The actual model has 33B parameters; please stop referring to it as "LLaMA-30B." | 29 | [https://github.com/facebookresearch/llama/issues/49](https://github.com/facebookresearch/llama/issues/49)
​
It seems like the majority of people here believe that Meta AI's second-largest LLaMA model has 30 billion parameters, which is incorrect, and I felt the need to correct that.
​
Another mistake... | 2023-05-22T07:27:18 | https://www.reddit.com/r/LocalLLaMA/comments/13ojqaj/psa_there_is_no_30b_llama_model_it_was_a_typo_the/ | Adventurous_Jelly276 | self.LocalLLaMA | 2023-05-22T11:30:36 | 0 | {} | 13ojqaj | false | null | t3_13ojqaj | /r/LocalLLaMA/comments/13ojqaj/psa_there_is_no_30b_llama_model_it_was_a_typo_the/ | false | false | self | 29 | {'enabled': False, 'images': [{'id': 'OuBKEiVtkvFhX7rAH6Id3Gj5fkda21RfNlBuukX3nMw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/LuB1rMdj006cCfN61pJ42e-vbgY2l5j_z7h8i4s7Nvw.jpg?width=108&crop=smart&auto=webp&s=69a988ff03e69e5ba364d8e7548101e93c3077c6', 'width': 108}, {'height': 108, 'url': 'h... |
LIMA: Less Is More for Alignment | 45 | 2023-05-22T06:23:01 | https://arxiv.org/abs/2305.11206 | ambient_temp_xeno | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 13oijm0 | false | null | t3_13oijm0 | /r/LocalLLaMA/comments/13oijm0/lima_less_is_more_for_alignment/ | false | false | 45 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/0HhwdU6MKIAKjL9Y8-B_iH374a3NiPTy0ib8lmloRzA.jpg?width=108&crop=smart&auto=webp&s=2711d572cfc6c713893cf24e8c4a7344d5ad8a4c', 'width': 108}, {'height': 126, 'url': 'h... | ||
Manticore 13B (formerly Wizard Mega 13B) is now the top of the pack of 13B models | 92 | See [Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard) on HF. You'll need to click the "Refresh" button near the bottom as HF heavily caches stale data for that page. We probably haven't even pushed the limits of what's possible with 13B either. But we're still hoping to scale [Man... | 2023-05-22T05:18:28 | https://www.reddit.com/r/LocalLLaMA/comments/13ohbvp/manticore_13b_formerly_wizard_mega_13b_is_now_the/ | winglian | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13ohbvp | false | null | t3_13ohbvp | /r/LocalLLaMA/comments/13ohbvp/manticore_13b_formerly_wizard_mega_13b_is_now_the/ | false | false | 92 | {'enabled': False, 'images': [{'id': '2yXkO2nXyv2ynd0Gc85xzzHWd7q-pzJRTeM5uxEBdoE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/7zqcw9mAS-PYpZk8_Tl2OVpnWH8wLITangIHhIInYos.jpg?width=108&crop=smart&auto=webp&s=7c3bb0e464c062e6518a90b686b3544dad39673d', 'width': 108}, {'height': 116, 'url': 'h... | |
Training Large Language Models: Fluctuating Training Loss But Smooth Eval Loss, What's Happening? | 3 | Hey folks,
I've been training a llama-7b recently and have run into a bit of an issue I hope someone might be able to shed some light on. While my evaluation loss is decreasing smoothly (as expected), my training loss seems to be oscillating on a regular cycle while also trending downwards.
I used datasets as dolly, ... | 2023-05-22T05:04:34 | https://www.reddit.com/r/LocalLLaMA/comments/13oh26g/training_large_language_models_fluctuating/ | Traditional-Gain-593 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13oh26g | false | null | t3_13oh26g | /r/LocalLLaMA/comments/13oh26g/training_large_language_models_fluctuating/ | false | false | 3 | null |
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