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Merging Models | 1 | I’ve been thinking about fine tuning a host of smaller models (say 1-3b) on proprietary datasets to create niche specific models, and then merging those models to create a model covering an entire domain.
Aside from the Slerp and Ties papers… are there any other mentions in the literature? Is there a generally advisa... | 2024-01-19T01:31:36 | https://www.reddit.com/r/LocalLLaMA/comments/19a6zho/merging_models/ | LoadingALIAS | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a6zho | false | null | t3_19a6zho | /r/LocalLLaMA/comments/19a6zho/merging_models/ | false | false | self | 1 | null |
Compare LLMs and hosting providers - quality, price, throughput and latency. Supports all major models (e.g. GPT-4, Mixtral 8x7B and Llama 2), and API hosting providers (e.g. Azure, Together.ai, Deepinfra). | 1 | [removed] | 2024-01-19T01:22:39 | https://artificialanalysis.ai/ | _micah_h | artificialanalysis.ai | 1970-01-01T00:00:00 | 0 | {} | 19a6sfz | false | null | t3_19a6sfz | /r/LocalLLaMA/comments/19a6sfz/compare_llms_and_hosting_providers_quality_price/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'RVufpUx3tddh_BCVq7ZzBCU7nLRDZ_d0EprIuvN6J-E', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/DCdYO6jNgcn_GSlWqH68WjiuCVZVwk4zFJeJ-j8Ikbg.jpg?width=108&crop=smart&auto=webp&s=ff8c322202cb0f1a1f82f87a2c77754ddc0b9e61', 'width': 108}, {'height': 120, 'url': 'h... | |
Current Recommendations? | 1 | I just started. I tried ollama and lm studio, dolphin mixtral and mistral , and Phi 2 on my local machine with a p40 . Don't understand the settings much yet. But I don't want to tie up this machine full time, however I do have a cloud server with plenty of spare cycles and ram and want to know what the best model wou... | 2024-01-19T01:16:30 | https://www.reddit.com/r/LocalLLaMA/comments/19a6nnq/current_recommendations/ | opUserZero | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a6nnq | false | null | t3_19a6nnq | /r/LocalLLaMA/comments/19a6nnq/current_recommendations/ | false | false | self | 1 | null |
Output hall of fame (shame?) | 1 | Would love to see what are some outputs you’ve gotten from playing around with models that made you straight up pause what you’re doing or gave you a good laugh.
Prompt:
Output:
**Model**
^ or in a similar format.
Just thought I’d make this post since I saw the double hotdog shenanigans over in ChatGPT. | 2024-01-19T00:33:07 | https://www.reddit.com/r/LocalLLaMA/comments/19a5qop/output_hall_of_fame_shame/ | GeeBrain | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a5qop | false | null | t3_19a5qop | /r/LocalLLaMA/comments/19a5qop/output_hall_of_fame_shame/ | false | false | self | 1 | null |
Rabbit R1: Will Interfaces Disappear In The Coming Years? | 2 | After CES24, all platforms started talking about a possible replacement for smartphones. In the article, I discuss the Rabbit R1, which has sparked numerous discussions. I delve into why it might fail and why interfaces still matter. Excited to share my latest article. Would love to hear your thoughts. | 2024-01-19T00:23:34 | https://bootcamp.uxdesign.cc/rabbit-r1-revolution-should-designers-worry-a68c36753600 | Key-Frosting-4966 | bootcamp.uxdesign.cc | 1970-01-01T00:00:00 | 0 | {} | 19a5j6k | false | null | t3_19a5j6k | /r/LocalLLaMA/comments/19a5j6k/rabbit_r1_will_interfaces_disappear_in_the_coming/ | false | false | 2 | {'enabled': False, 'images': [{'id': 'YxIw2qw7t95uD8qfJ7vPQ45nNMabvylRIi7xGG21J08', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/eBKz2ZQJtFPK2NNq-OKxgFEmjspnrGF1IMxylIAXoHk.jpg?width=108&crop=smart&auto=webp&s=c8026a4102790a9afe455beebe0066c3e8dbaed8', 'width': 108}, {'height': 216, 'url': '... | |
MoreHuman, Mistral 7B fine tuned to sound more human | 29 | This is a follow up post to the OpenPirate model I shared yesterday.
[https://www.reddit.com/r/LocalLLaMA/comments/198x01d/openpirate\_mistral\_7b\_finetuned\_to\_talk\_like\_a/](https://www.reddit.com/r/LocalLLaMA/comments/198x01d/openpirate_mistral_7b_finetuned_to_talk_like_a/)
I got a request in my OpenPirate thr... | 2024-01-19T00:21:23 | https://www.reddit.com/r/LocalLLaMA/comments/19a5hdx/morehuman_mistral_7b_fine_tuned_to_sound_more/ | frownGuy12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a5hdx | false | null | t3_19a5hdx | /r/LocalLLaMA/comments/19a5hdx/morehuman_mistral_7b_fine_tuned_to_sound_more/ | false | false | self | 29 | {'enabled': False, 'images': [{'id': 's5hz6glA1QfJO_Oz42n12tzM9bJaTiJnhntt-J--Los', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/_UHIwN82D8UpesWyLJ_Mr4ZCvHLz1foCB4uQ9hd95Uw.jpg?width=108&crop=smart&auto=webp&s=b2683166ee5fc7c5062205f7c246b8dd6f73d775', 'width': 108}, {'height': 116, 'url': 'h... |
Sydney Pirate - cranking up OpenPirate to 11 | 17 | Yea verily, through cunning plotting and a dash of luck, I've cranked up the fun factor of [OpenPirate](https://huggingface.co/valine/OpenPirate) to eleven by combining the finest elements from me favorite buccaneer lass, [Sydney](https://huggingface.co/FPHam/Free_Sydney_13b_HF), and subtractin' any unwanted scallywag... | 2024-01-19T00:03:30 | https://www.reddit.com/r/LocalLLaMA/comments/19a52z6/sydney_pirate_cranking_up_openpirate_to_11/ | FPham | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a52z6 | false | null | t3_19a52z6 | /r/LocalLLaMA/comments/19a52z6/sydney_pirate_cranking_up_openpirate_to_11/ | false | false | 17 | {'enabled': False, 'images': [{'id': 'cgxUqI-37fY-GTc3oD6NEwz1hArAgCGXYN8Q6hGjp4c', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/6Wn4OalraxZgvdtJRrGFvKY04bCKbXL_y5mZgB9Pg0k.jpg?width=108&crop=smart&auto=webp&s=2f81576c0a0395f42954004bced85fcdf0a1df1e', 'width': 108}, {'height': 116, 'url': 'h... | |
The Samsung Galaxy S24+ Ultra came out this week. It includes a Snapdragon 8 Gen 3 mobile platform. Will we be able to run small LLMs Natively on this phone? | 1 | [removed] | 2024-01-18T23:54:07 | https://www.reddit.com/r/LocalLLaMA/comments/19a4v57/the_samsung_galaxy_s24_ultra_came_out_this_week/ | swagonflyyyy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a4v57 | false | null | t3_19a4v57 | /r/LocalLLaMA/comments/19a4v57/the_samsung_galaxy_s24_ultra_came_out_this_week/ | false | false | self | 1 | null |
Mark Zuckerberg on the importance of code in training LLMs. Looks like Llama-3 is going to be a really good at logical reasoning and coding. | 153 | 2024-01-18T23:32:55 | jd_3d | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 19a4dtk | false | null | t3_19a4dtk | /r/LocalLLaMA/comments/19a4dtk/mark_zuckerberg_on_the_importance_of_code_in/ | false | false | 153 | {'enabled': True, 'images': [{'id': 'mYbSStvI4hjHJs3839EqDOuj97kjSJ1T3sOy93ADjB4', 'resolutions': [{'height': 43, 'url': 'https://preview.redd.it/y5oh5doz8adc1.png?width=108&crop=smart&auto=webp&s=7a98c4e3ab252d041e9db98a4b022261a19dfa51', 'width': 108}, {'height': 87, 'url': 'https://preview.redd.it/y5oh5doz8adc1.png?... | |||
Best practices for text classification? | 5 | I'm currently using RoBERTa and Longformer for multi-label and multi-class text classification and I've been looking into trying LLMs. I'm using it to classify activities happening in a document. My primary motivations for the switch are for a few edge cases:
1) When the model correctly predicts the right class, but... | 2024-01-18T23:25:05 | https://www.reddit.com/r/LocalLLaMA/comments/19a47b5/best_practices_for_text_classification/ | Shensmobile | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a47b5 | false | null | t3_19a47b5 | /r/LocalLLaMA/comments/19a47b5/best_practices_for_text_classification/ | false | false | self | 5 | null |
Is there a way to replicate CharacterAI on LocalLLaMa | 1 | Could I hack it and ask for the pre generated prompt? | 2024-01-18T23:07:58 | https://www.reddit.com/r/LocalLLaMA/comments/19a3sv4/is_there_a_way_to_replicate_characterai_on/ | 3DLaserPrint | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a3sv4 | false | null | t3_19a3sv4 | /r/LocalLLaMA/comments/19a3sv4/is_there_a_way_to_replicate_characterai_on/ | false | false | self | 1 | null |
Best way to use an Nvidia Ada 4000 and 4500 in the same machine? | 1 | I have an NVIDIA Ada 4000 (20gb VRAM) that I've been using for QLora and other quantization research. I've broken down and ordered an Ada 4500 to get that extra 4gb VRAM. In hindsight I should have held off and bought the 32gb or even 48gb versions, but I got some great learnings out of the 4000. Two cards have diffe... | 2024-01-18T23:03:59 | https://www.reddit.com/r/LocalLLaMA/comments/19a3pht/best_way_to_use_an_nvidia_ada_4000_and_4500_in/ | christopheraburns | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a3pht | false | null | t3_19a3pht | /r/LocalLLaMA/comments/19a3pht/best_way_to_use_an_nvidia_ada_4000_and_4500_in/ | false | false | default | 1 | null |
Any existing open source GPU sharing service? | 2 | [https://excalidraw.com/#json=6QT8RKAKCvW1tTtEPCKiB,4\_2qK1YBRowHeJjJ\_GKiOw](https://excalidraw.com/#json=6QT8RKAKCvW1tTtEPCKiB,4_2qK1YBRowHeJjJ_GKiOw)
Looking for some tool I can use to create this. | 2024-01-18T22:31:17 | https://www.reddit.com/r/LocalLLaMA/comments/19a2x7o/any_existing_open_source_gpu_sharing_service/ | yareyaredaze10 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a2x7o | false | null | t3_19a2x7o | /r/LocalLLaMA/comments/19a2x7o/any_existing_open_source_gpu_sharing_service/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'aa-XZhKE27lYqJMWh5xNUNRLt7KbNiBIjHeSKDLs37o', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/rY3pRjpRuCLgQ90fYO6g-O_-KGRlyShM69AuptvKT5w.jpg?width=108&crop=smart&auto=webp&s=78b5d7a8f8c8baa74809c2dac74ddad73d29d6dc', 'width': 108}, {'height': 121, 'url': 'h... |
Multiple GPU scaling | 6 | So I'm relatively new to this and have a couple of P40's on the way from Ebay.
I've been playing in runpod to get an idea how multi smaller cards scale vs one larger card so I have something to compare the P40's to and then I can decide to stick or twist on the P40's.
I've been using the A2000 6GB cluster in runpod a... | 2024-01-18T22:10:01 | https://www.reddit.com/r/LocalLLaMA/comments/19a2ero/multiple_gpu_scaling/ | Your_weird_neighbour | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a2ero | false | null | t3_19a2ero | /r/LocalLLaMA/comments/19a2ero/multiple_gpu_scaling/ | false | false | self | 6 | null |
I am starting a mental health app, what is a model you would recommend for this usage? | 1 | Title | 2024-01-18T22:05:09 | https://www.reddit.com/r/LocalLLaMA/comments/19a2alm/i_am_starting_a_mental_health_app_what_is_a_model/ | ducc777 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a2alm | false | null | t3_19a2alm | /r/LocalLLaMA/comments/19a2alm/i_am_starting_a_mental_health_app_what_is_a_model/ | false | false | self | 1 | null |
WaveCoder-Ultra-6.7B claims to be the 2nd best model after GPT4 | 133 | I hope TheBloke will make a GGUF version of it. The claim is very promising.
Twitt of the announcement:
Introduce WaveCoder-Ultra-6.7B with the closest capabilities to GPT-4 so far.
Arxiv:arxiv.org/abs/2312.14187
WaveCoder-Ultra-6.7B is the newest SOTA open-source Code LLM on mutiple tasks.
Source on [X](https://tw... | 2024-01-18T21:44:21 | https://www.reddit.com/gallery/19a1scy | No_Palpitation7740 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 19a1scy | false | null | t3_19a1scy | /r/LocalLLaMA/comments/19a1scy/wavecoderultra67b_claims_to_be_the_2nd_best_model/ | false | false | 133 | null | |
RunPod Template Question | 1 | [removed] | 2024-01-18T21:35:14 | https://www.reddit.com/r/LocalLLaMA/comments/19a1kiu/runpod_template_question/ | aallsbury | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a1kiu | false | null | t3_19a1kiu | /r/LocalLLaMA/comments/19a1kiu/runpod_template_question/ | false | false | self | 1 | null |
Is it possible to adjust LoRA alpha at merge phase? | 3 | I know that rank and alpha are defined when setting up the training config.
It would be just handy to be able to try different scaling factors for given adapter without retraining it. | 2024-01-18T21:29:53 | https://www.reddit.com/r/LocalLLaMA/comments/19a1fub/is_it_possible_to_adjust_lora_alpha_at_merge_phase/ | bassoway | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a1fub | false | null | t3_19a1fub | /r/LocalLLaMA/comments/19a1fub/is_it_possible_to_adjust_lora_alpha_at_merge_phase/ | false | false | self | 3 | null |
Mamba sure is impressive | 35 | I tried Colab version of Mamba chat: [https://colab.research.google.com/drive/1dUlEYnRbgJYg4\_kofNpsCddLCh6vltNK?usp=sharing](https://colab.research.google.com/drive/1dUlEYnRbgJYg4_kofNpsCddLCh6vltNK?usp=sharing#scrollTo=4cMzClx-qN1x) and for what it is (base model of 2.8B params trained on 600B tokens and fine-tuned o... | 2024-01-18T21:25:13 | https://www.reddit.com/r/LocalLLaMA/comments/19a1bqa/mamba_sure_is_impressive/ | ouxjshsz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a1bqa | false | null | t3_19a1bqa | /r/LocalLLaMA/comments/19a1bqa/mamba_sure_is_impressive/ | false | false | self | 35 | {'enabled': False, 'images': [{'id': 'nkhh65ujo5BznFJFojoMPaKjGuLSpPj6KGhRov-ykOg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/0-fRWqjlLadVXj5pfYp4_Oe3xgBWE-_rdjVSn7hlohI.jpg?width=108&crop=smart&auto=webp&s=f34d2dfdbbfa7de0f1956f186fd8430ee96a1a55', 'width': 108}, {'height': 216, 'url': '... |
[Community Suggestion] Central Platform for LLM Frontend-Settings | 1 | [removed] | 2024-01-18T20:57:29 | https://www.reddit.com/r/LocalLLaMA/comments/19a0mik/community_suggestion_central_platform_for_llm/ | Firepin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a0mik | false | null | t3_19a0mik | /r/LocalLLaMA/comments/19a0mik/community_suggestion_central_platform_for_llm/ | false | false | self | 1 | null |
Which GPT 4 API Endpoint is the best? | 1 | [removed] | 2024-01-18T20:57:09 | https://www.reddit.com/r/LocalLLaMA/comments/19a0m7u/which_gpt_4_api_endpoint_is_the_best/ | ashisht1122 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a0m7u | false | null | t3_19a0m7u | /r/LocalLLaMA/comments/19a0m7u/which_gpt_4_api_endpoint_is_the_best/ | false | false | self | 1 | null |
What is a Telsa p40 good for apart from inference? | 1 | [removed] | 2024-01-18T20:54:52 | https://www.reddit.com/r/LocalLLaMA/comments/19a0k6f/what_is_a_telsa_p40_good_for_apart_from_inference/ | TopRecognition9302 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a0k6f | false | null | t3_19a0k6f | /r/LocalLLaMA/comments/19a0k6f/what_is_a_telsa_p40_good_for_apart_from_inference/ | false | false | self | 1 | null |
InternLM2 converted to Llama Format | 38 | Thanks to [Charles](https://huggingface.co/chargoddard) for the conversion scripts, I've converted several of the new internLM2 models into Llama format. I've also made them into ExLlamaV2 while I was at it.
You can find them here:
https://huggingface.co/bartowski?search_models=internlm2
Note, the chat models seem t... | 2024-01-18T20:43:51 | https://www.reddit.com/r/LocalLLaMA/comments/19a0ad7/internlm2_converted_to_llama_format/ | noneabove1182 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19a0ad7 | false | null | t3_19a0ad7 | /r/LocalLLaMA/comments/19a0ad7/internlm2_converted_to_llama_format/ | false | false | self | 38 | {'enabled': False, 'images': [{'id': 'mkJT5ExuEk2jBTqTL_7MFSZkkwFn9a32GZmredDV69I', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/u484jap8DrrELpeUbcMLCv4AFbC9d8A-3Bo-YZyPAtg.jpg?width=108&crop=smart&auto=webp&s=b6eaf4c0f3038e0e3de9a860f82bcb89408a8db4', 'width': 108}, {'height': 116, 'url': 'h... |
LLaMa2Lang v0.4 | 5 | 2024-01-18T20:38:01 | https://github.com/UnderstandLingBV/LLaMa2lang | UnderstandLingAI | github.com | 1970-01-01T00:00:00 | 0 | {} | 19a0598 | false | null | t3_19a0598 | /r/LocalLLaMA/comments/19a0598/llama2lang_v04/ | false | false | 5 | {'enabled': False, 'images': [{'id': '4nLtv3DwKVgs9sSlvieBGAoAoqjQSrtJNoQNiVfahS8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/djEOIoRbD0duTwm7s40071GlA9_LR4kbZbQekeCDYd4.jpg?width=108&crop=smart&auto=webp&s=3ecf855b5b80497838fabfea622fe5e27df775aa', 'width': 108}, {'height': 108, 'url': 'h... | ||
How will be the future of LLM models? | 1 | I have had this question in my mind for a while and I would like to hear from people who know more about it. My start in this world was with davinci-002, an extremely intelligent model for that almost primitive time of AI (literally a year ago), to think of having something like that running in local was impossible, no... | 2024-01-18T20:16:04 | https://www.reddit.com/r/LocalLLaMA/comments/199zlwg/how_will_be_the_future_of_llm_models/ | N9_m | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199zlwg | false | null | t3_199zlwg | /r/LocalLLaMA/comments/199zlwg/how_will_be_the_future_of_llm_models/ | false | false | self | 1 | null |
Has anyone tried the AI models API service from together.ai | 4 | If anyone does, then how reliable and performant are their APIs? | 2024-01-18T20:10:21 | https://www.reddit.com/r/LocalLLaMA/comments/199zgu2/has_anyone_tried_the_ai_models_api_service_from/ | kernel348 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199zgu2 | false | null | t3_199zgu2 | /r/LocalLLaMA/comments/199zgu2/has_anyone_tried_the_ai_models_api_service_from/ | false | false | self | 4 | null |
How to transcribe a video and summarize it? | 2 | Hi!
I’m looking for a tool to locally summarize a video. It doesn’t really need to be a video, just the audio portion is fine. As the topic of the videos would be meetings, what’s going on in the visual part doesn’t really matter.
I guess the best way would be to first transcribe the audio to text. And then ask an L... | 2024-01-18T19:27:31 | https://www.reddit.com/r/LocalLLaMA/comments/199yeue/how_to_transcribe_a_video_and_summarize_it/ | bullerwins | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199yeue | false | null | t3_199yeue | /r/LocalLLaMA/comments/199yeue/how_to_transcribe_a_video_and_summarize_it/ | false | false | self | 2 | null |
Mixture of Tokens: Efficient LLMs through Cross-Example Aggregation | 1 | [removed] | 2024-01-18T19:25:47 | https://www.reddit.com/r/LocalLLaMA/comments/199ydcv/mixture_of_tokens_efficient_llms_through/ | APaperADay | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199ydcv | false | null | t3_199ydcv | /r/LocalLLaMA/comments/199ydcv/mixture_of_tokens_efficient_llms_through/ | false | false | self | 1 | null |
What model would you choose if you wanted to fine tune a customer service agent model for a small business? | 1 | I'm working with the Mistral-7B dolphin lasered model quantized to about 6 GB with Q6_K.
It's taking about 7 seconds to answer questions
with a 3090 and I only have it answering with RAG and have not fine tuned at all. It's hallucinating about half the time without any fine tuning.
How would you speed it up and tune i... | 2024-01-18T19:21:36 | https://www.reddit.com/r/LocalLLaMA/comments/199y9s0/what_model_would_you_choose_if_you_wanted_to_fine/ | user_00000000000001 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199y9s0 | false | null | t3_199y9s0 | /r/LocalLLaMA/comments/199y9s0/what_model_would_you_choose_if_you_wanted_to_fine/ | false | false | self | 1 | null |
Are MoMo models any good? | 1 | For example, this one: [https://huggingface.co/moreh/MoMo-70B-lora-1.8.6-DPO](https://huggingface.co/moreh/MoMo-70B-lora-1.8.6-DPO) is currently #1 ranking on Huggingface leaderboard. Is it contaminated? It seems good deal better on TruthfulQA and GSM8K metrics compared to QWEN it's based on. | 2024-01-18T19:17:02 | https://www.reddit.com/r/LocalLLaMA/comments/199y5ue/are_momo_models_any_good/ | ouxjshsz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199y5ue | false | null | t3_199y5ue | /r/LocalLLaMA/comments/199y5ue/are_momo_models_any_good/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'pqKFjxokHCv3HjQSPzP9x-dC-Lr6KJrxpunyVgZ18hE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/VJVwatxM_wJ67IEb_iAPhtdoUHGEdsmfAqrL3cy6GyM.jpg?width=108&crop=smart&auto=webp&s=6ea5146e6463d163bdbb469799d0d88e51286d65', 'width': 108}, {'height': 116, 'url': 'h... |
Zuckerberg says they are training LLaMa 3 on 600,000 H100s.. mind blown! | 1,075 | 2024-01-18T19:10:27 | https://v.redd.it/pzlvuoncz8dc1 | kocahmet1 | /r/LocalLLaMA/comments/199y05e/zuckerberg_says_they_are_training_llama_3_on/ | 1970-01-01T00:00:00 | 0 | {} | 199y05e | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/pzlvuoncz8dc1/DASHPlaylist.mpd?a=1708326634%2CZDFiNjllOTAyZjM5MWM4YzNiMGJiMmU1MTIxZDlkN2NjMzA1MTkzMWVjZGZjMWQ3ZWU1ODA5Y2U2MThlNTYyNQ%3D%3D&v=1&f=sd', 'duration': 101, 'fallback_url': 'https://v.redd.it/pzlvuoncz8dc1/DASH_1080.mp4?source=fallback', '... | t3_199y05e | /r/LocalLLaMA/comments/199y05e/zuckerberg_says_they_are_training_llama_3_on/ | false | false | 1,075 | {'enabled': False, 'images': [{'id': 'eHNudnNjaWV6OGRjMXFouKJz_VEUpQ1h0CSkUlgEfkZ5aaXcsrHdAgDDHdlC', 'resolutions': [{'height': 192, 'url': 'https://external-preview.redd.it/eHNudnNjaWV6OGRjMXFouKJz_VEUpQ1h0CSkUlgEfkZ5aaXcsrHdAgDDHdlC.png?width=108&crop=smart&format=pjpg&auto=webp&s=d7c0f898adafe97f04158f15ba4804b405b9... | ||
Any suggestion on the best model for chat and RP for M2 chip Mac? | 3 | I have just recently turned to running local models and tried just a few models like noromaid and nous capybara at Q5\_K\_S Quant. the 20B ran pretty well with a bit of heat, but the speed isn't unbearable. The xwin70B didn't run at all.
I mean, the text they generate aren't bad, but sometimes they are not getting ... | 2024-01-18T18:49:17 | https://www.reddit.com/r/LocalLLaMA/comments/199xhac/any_suggestion_on_the_best_model_for_chat_and_rp/ | Poletry | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199xhac | false | null | t3_199xhac | /r/LocalLLaMA/comments/199xhac/any_suggestion_on_the_best_model_for_chat_and_rp/ | false | false | self | 3 | null |
Mark Zuckerberg’s new goal is creating artificial general intelligence | 168 | Alex Heath on Threads
I talked with @zuck about Meta's new goal to create artificial general intelligence, or AGI.
He's also moving the company's AI research group into the bigger product org today. And he's ready to flex about the immense amount of compute he's collecting to build super intelligence: "We have built... | 2024-01-18T18:20:52 | https://www.theverge.com/2024/1/18/24042354/mark-zuckerberg-meta-agi-reorg-interview | noiseinvacuum | theverge.com | 1970-01-01T00:00:00 | 0 | {} | 199ws9d | false | null | t3_199ws9d | /r/LocalLLaMA/comments/199ws9d/mark_zuckerbergs_new_goal_is_creating_artificial/ | false | false | 168 | {'enabled': False, 'images': [{'id': 'SN73KfEvrx7OCD1iRzfw-ZMHgPWNmj4kpy9UDSGhtV0', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/jdhfViCGE7we3Zp29s8FTYp0d6_PVt-EIynDnpJXQj0.jpg?width=108&crop=smart&auto=webp&s=9f580d0ca3a32d10a24f82085e45dfe781adb7c4', 'width': 108}, {'height': 113, 'url': 'h... | |
Running the new 2-bit quants | 10 | My GPU has 12 GB VRAM, so when I heard there was a new quantization method that could fit Mixtral 8x7B on my card, I jumped at the opportunity. My only problems are this:
- Can only llama.cpp run the new quants? And if so, how do I even inference with llama.cpp on my GPU?
- How much am I losing by using a 2-bit quant... | 2024-01-18T18:17:55 | https://www.reddit.com/r/LocalLLaMA/comments/199wpnt/running_the_new_2bit_quants/ | Aptare | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199wpnt | false | null | t3_199wpnt | /r/LocalLLaMA/comments/199wpnt/running_the_new_2bit_quants/ | false | false | self | 10 | null |
Euryale 70B vs Nous Capybara 34B for chatting? | 6 | I am wondering which one would be better for chatting. And the memory and hardware needed to run Nous capybara at max context length? | 2024-01-18T18:15:29 | https://www.reddit.com/r/LocalLLaMA/comments/199wnhg/euryale_70b_vs_nous_capybara_34b_for_chatting/ | ll_Teto_ll | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199wnhg | false | null | t3_199wnhg | /r/LocalLLaMA/comments/199wnhg/euryale_70b_vs_nous_capybara_34b_for_chatting/ | false | false | self | 6 | null |
Fine-tuning or training a small conversational model | 6 | Hello I want to fine-tune (train) a small model for conversation for children to interact with. While companionship is the larger goal I would love to add in help for homework, details about fun kid things. I have found some datasets on Kaggle and made my own but I have no clue how to get started and what small model w... | 2024-01-18T17:39:39 | https://www.reddit.com/r/LocalLLaMA/comments/199vrvl/finetuning_or_training_a_small_conversational/ | L0-LA | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199vrvl | false | null | t3_199vrvl | /r/LocalLLaMA/comments/199vrvl/finetuning_or_training_a_small_conversational/ | false | false | self | 6 | null |
Identify code blocks and their programming language in document | 1 | I have a manual with code snippets in different languages (JavaScript, Python, etc.). I want to identify the code blocks and also indentify which language they are in. Then I want to take some actions based on this input - for example, I want to give a title *Python snippet* to the Python sample code. What's the best w... | 2024-01-18T17:30:58 | https://www.reddit.com/r/LocalLLaMA/comments/199vkf8/identify_code_blocks_and_their_programming/ | datashri | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199vkf8 | false | null | t3_199vkf8 | /r/LocalLLaMA/comments/199vkf8/identify_code_blocks_and_their_programming/ | false | false | self | 1 | null |
So who wants to open-source mini AGI? | 19 | https://x.com/divgarg9/status/1747683043446579416?s=46
This is insane, and far ahead of any open source autonomous agents we've got right now. We need to open source this. | 2024-01-18T17:24:05 | https://www.reddit.com/r/LocalLLaMA/comments/199vepk/so_who_wants_to_opensource_mini_agi/ | Leadership_Upper | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199vepk | false | null | t3_199vepk | /r/LocalLLaMA/comments/199vepk/so_who_wants_to_opensource_mini_agi/ | false | false | self | 19 | {'enabled': False, 'images': [{'id': 'oeUh-GMDNp1wAvbNNUjVcVUeGhGJQVAv66CmVnY441g', 'resolutions': [{'height': 67, 'url': 'https://external-preview.redd.it/VIGpVTT3xK5MXW3QnXsffd15GtkgxixbdDtaAPmpz9s.jpg?width=108&crop=smart&auto=webp&s=b4ac10c2da642d8c4231e6035bc9566b9292f42b', 'width': 108}, {'height': 135, 'url': 'h... |
Group for ethical and philosophical discussions. | 1 | [removed] | 2024-01-18T17:17:16 | https://www.reddit.com/r/LocalLLaMA/comments/199v8yk/group_for_ethical_and_philosophical_discussions/ | Elegant_Course2372 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199v8yk | false | null | t3_199v8yk | /r/LocalLLaMA/comments/199v8yk/group_for_ethical_and_philosophical_discussions/ | false | false | self | 1 | null |
Regarding LLAMA-7 or 13b | 1 | [removed] | 2024-01-18T17:03:51 | https://www.reddit.com/r/LocalLLaMA/comments/199ux8y/regarding_llama7_or_13b/ | Optimal_Original_815 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199ux8y | false | null | t3_199ux8y | /r/LocalLLaMA/comments/199ux8y/regarding_llama7_or_13b/ | false | false | self | 1 | null |
I love writing tutorials. What are you most interested in? | 40 | I've got a cool job where I get to go out and learn about stuff so that I can write about it.
There's a gap in my schedule, enough for a decently in-depth blog. I wanted to see what the community was most interested in so that help out.
Hope this doesn't come off as selfish promo, but here's a few examples of stuff ... | 2024-01-18T16:59:41 | https://www.reddit.com/r/LocalLLaMA/comments/199ut0n/i_love_writing_tutorials_what_are_you_most/ | datascienceharp | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199ut0n | false | null | t3_199ut0n | /r/LocalLLaMA/comments/199ut0n/i_love_writing_tutorials_what_are_you_most/ | false | false | self | 40 | {'enabled': False, 'images': [{'id': 'nkhh65ujo5BznFJFojoMPaKjGuLSpPj6KGhRov-ykOg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/0-fRWqjlLadVXj5pfYp4_Oe3xgBWE-_rdjVSn7hlohI.jpg?width=108&crop=smart&auto=webp&s=f34d2dfdbbfa7de0f1956f186fd8430ee96a1a55', 'width': 108}, {'height': 216, 'url': '... |
Are you smarter than an LLM? | 30 | 2024-01-18T16:57:47 | https://d.erenrich.net/are-you-smarter-than-an-llm/index.html | winkler1 | d.erenrich.net | 1970-01-01T00:00:00 | 0 | {} | 199ure2 | false | null | t3_199ure2 | /r/LocalLLaMA/comments/199ure2/are_you_smarter_than_an_llm/ | false | false | default | 30 | null | |
I downloaded all 64 default(Q4_0) models that were available on ollama.ai and did a speed test for each one | 20 | ## Setup
* CPU: AMD Ryzen 7 5800X at 4.2 GHz,
* RAM: 128Gb 3200 MHz,
* VGA: RTX 3080 w/ 10GB VRAM
## Results
|name|token per second|seconds per token|size|parameter size|quantization level|
|:-|:-|:-|:-|:-|:-|
|tinyllama:latest|102,60||0.64 GB|1B|Q4\_0|
|dolphin-phi:latest|88,50||1.60 GB|3B|Q4\_0|
|dolphin-mistral:l... | 2024-01-18T16:25:45 | https://www.reddit.com/r/LocalLLaMA/comments/199tzxx/i_downloaded_all_64_defaultq4_0_models_that_were/ | RandomPrints | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199tzxx | false | null | t3_199tzxx | /r/LocalLLaMA/comments/199tzxx/i_downloaded_all_64_defaultq4_0_models_that_were/ | false | false | self | 20 | null |
How to get the most out of Apple ARM chips | 1 | [removed] | 2024-01-18T16:17:12 | https://www.reddit.com/r/LocalLLaMA/comments/199tsqj/how_to_get_the_most_out_of_apple_arm_chips/ | Eliiasv | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199tsqj | false | null | t3_199tsqj | /r/LocalLLaMA/comments/199tsqj/how_to_get_the_most_out_of_apple_arm_chips/ | false | false | self | 1 | null |
Running an LLM on 2013 trashcan MacPro? | 3 | I ordered a used 2013 MacPro with
\- Intel Xeon 6 core processor
\- 64GB DDR3 RAM
\- dual AMD D300 Graphics Card
I'm wondering if I can run a model like dolphin-mixtral on it. Has anyone tried it before? | 2024-01-18T15:55:55 | https://www.reddit.com/r/LocalLLaMA/comments/199tb2h/running_an_llm_on_2013_trashcan_macpro/ | clean_pegasus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199tb2h | false | null | t3_199tb2h | /r/LocalLLaMA/comments/199tb2h/running_an_llm_on_2013_trashcan_macpro/ | false | false | self | 3 | null |
Is Shared memory on a laptop better than regular desktop DDR5. The 4090 has 64GB of "total" memory? | 45 | 2024-01-18T15:44:42 | Future-Freedom-4631 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 199t24x | false | null | t3_199t24x | /r/LocalLLaMA/comments/199t24x/is_shared_memory_on_a_laptop_better_than_regular/ | false | false | 45 | {'enabled': True, 'images': [{'id': 'VIdGVms2eMcRulMUqM5tIQCP2FAWq_MvBhu9DLp9FfI', 'resolutions': [{'height': 96, 'url': 'https://preview.redd.it/25p9aflhy7dc1.png?width=108&crop=smart&auto=webp&s=c74d7714b6fa72cc48dab8f9b2523834cff62541', 'width': 108}, {'height': 193, 'url': 'https://preview.redd.it/25p9aflhy7dc1.png... | |||
Trying to set context to 100k on model Yi-34B-200K-DARE-megamerge-v8 and I wanted to see if copilot's answer matches up with what you guys here think | 2 | I just downloaded TheBloke's quant (Thanks!) of Yi-34B-200K-DARE-megamerge-v8 and I wanted to try and see how much context I could get away with running on my mac Studio M2 Ultra 128gb ram. I asked Microsoft Copilot (GPT-4) for an answer and below is its response. I haven't tried it yet, but what do you guys think?
... | 2024-01-18T15:37:14 | https://www.reddit.com/r/LocalLLaMA/comments/199sw6w/trying_to_set_context_to_100k_on_model/ | spanielrassler | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199sw6w | false | null | t3_199sw6w | /r/LocalLLaMA/comments/199sw6w/trying_to_set_context_to_100k_on_model/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'DJPqvteONpGwVVw6LzaG6b8vlDa2rv2hETCaqe0z57s', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/wyCM1fHzTa-IIqHgS1QTxdSYNXn668elDj0WmYMPf_k.jpg?width=108&crop=smart&auto=webp&s=d6fa197328d583bcae7a764b40fd1214265b6852', 'width': 108}, {'height': 108, 'url': 'h... |
Best LLM courses out there | 1 | Hey guys,
I want to dive deeper into LLMs and my company may have budget for training.
What would you say are some of the best courses out there? Generally speaking the focus should be on communication, e.g bots for corporations | 2024-01-18T15:37:08 | https://www.reddit.com/r/LocalLLaMA/comments/199sw3t/best_llm_courses_out_there/ | Visible_Guest_2986 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199sw3t | false | null | t3_199sw3t | /r/LocalLLaMA/comments/199sw3t/best_llm_courses_out_there/ | false | false | self | 1 | null |
Base model or MoE for personalities? | 5 | Can someone explain if a base model like mistral 7b is better than a 8x7b to be fine tuned for characters and personalities?
My intuition tells me the mixture of experts (moe) is better at handling a wide array of tasks like math, logic and reasoning, but that a language base model would be easier to tune to a persona... | 2024-01-18T14:23:34 | https://www.reddit.com/r/LocalLLaMA/comments/199r9q5/base_model_or_moe_for_personalities/ | Adventurous-Ad-3637 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199r9q5 | false | null | t3_199r9q5 | /r/LocalLLaMA/comments/199r9q5/base_model_or_moe_for_personalities/ | false | false | self | 5 | null |
AIlice: AI agent that performs tasks through an interactive agents calling tree | 1 | [removed] | 2024-01-18T14:10:48 | https://www.reddit.com/r/LocalLLaMA/comments/199r02j/ailice_ai_agent_that_performs_tasks_through_an/ | Steven_Lu_137 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199r02j | false | null | t3_199r02j | /r/LocalLLaMA/comments/199r02j/ailice_ai_agent_that_performs_tasks_through_an/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '7fB_VjWuxcIVI5rz-Blz0HLUzajDaDE1NzZ3_Wz61g4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/2SlMXuT6USOE-qiqB3qAem3VDItwwu1JErAKvKKY1NM.jpg?width=108&crop=smart&auto=webp&s=a7f32de738bc39a09da1691ebaabc0a85705d559', 'width': 108}, {'height': 108, 'url': 'h... |
Are there any boilerplate RAG/embedding programs? (python) | 13 | Seeing how we have seemingly regular inputs:
>User string
>Large File string
>Desired Output string
>standard set of parameters?
You'd think the would be less tutorials and more Libraries/examples. Heck using oobabooga they have some system in place(and I suppose I could dig into it, but I really want copypaste)
... | 2024-01-18T14:04:01 | https://www.reddit.com/r/LocalLLaMA/comments/199qv0l/are_there_any_boilerplate_ragembedding_programs/ | pr1vacyn0eb | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199qv0l | false | null | t3_199qv0l | /r/LocalLLaMA/comments/199qv0l/are_there_any_boilerplate_ragembedding_programs/ | false | false | self | 13 | null |
What are you opinions on Poe's UI? | 1 | [removed] | 2024-01-18T13:38:18 | https://www.reddit.com/r/LocalLLaMA/comments/199qcd4/what_are_you_opinions_on_poes_ui/ | TheTwelveYearOld | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199qcd4 | false | null | t3_199qcd4 | /r/LocalLLaMA/comments/199qcd4/what_are_you_opinions_on_poes_ui/ | false | false | self | 1 | null |
Wrong output with the llama-cpp-python tutorial and chat completion | 1 | [removed] | 2024-01-18T13:20:48 | https://www.reddit.com/r/LocalLLaMA/comments/199pzye/wrong_output_with_the_llamacpppython_tutorial_and/ | Jacques_Martins | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199pzye | false | null | t3_199pzye | /r/LocalLLaMA/comments/199pzye/wrong_output_with_the_llamacpppython_tutorial_and/ | false | false | self | 1 | null |
Very slow response with mixtral 8x7B instruct with llama-cpp-python and llama-index framework in google colab for RAG framework. | 3 | Hi, there . I had been trying to run mixtral `8x7B quantized` model together with `llama-index` and `llama-cpp-python` for simple RAG applications. I have noticed that the responses are very slow. They take around 10 to 20 mins to do simple querying. I am wondering if others are also facing similar issues and if they h... | 2024-01-18T12:58:34 | https://www.reddit.com/r/LocalLLaMA/comments/199pl4o/very_slow_response_with_mixtral_8x7b_instruct/ | Fluid-Beyond3878 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199pl4o | false | null | t3_199pl4o | /r/LocalLLaMA/comments/199pl4o/very_slow_response_with_mixtral_8x7b_instruct/ | false | false | self | 3 | null |
Projecte AINA's FLOR-6.3B in GGUF format and quantized weights. | 1 | [removed] | 2024-01-18T12:36:02 | https://www.reddit.com/r/LocalLLaMA/comments/199p6tw/projecte_ainas_flor63b_in_gguf_format_and/ | Christ0ph_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199p6tw | false | null | t3_199p6tw | /r/LocalLLaMA/comments/199p6tw/projecte_ainas_flor63b_in_gguf_format_and/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'yCIBL6mHMEQrWpds7vZZpg91LPeG2B5FMrUAvWZUDGc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/nxHHFCiJsABAk9U6rRVy-LtMFvRtWa7ZVy1tbTQBi4g.jpg?width=108&crop=smart&auto=webp&s=e42e6b05c380609ad8dcc0036beaa1979b9568a5', 'width': 108}, {'height': 116, 'url': 'h... |
Need help improving performance | 2 | I learned about local LLMs last month, and since then I have been trying it, testing, and looking up as much as I can about it.
Currently, I'm trying to find ways to improve the performance for the LLMs, so I can either run bigger models or use longer context lengths.
I tried looking up throughout this subreddit for th... | 2024-01-18T12:24:42 | https://www.reddit.com/r/LocalLLaMA/comments/199ozjz/need_help_improving_performance/ | rzdel | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199ozjz | false | null | t3_199ozjz | /r/LocalLLaMA/comments/199ozjz/need_help_improving_performance/ | false | false | self | 2 | null |
Need advice (chatgpt + functions subtitute) | 2 | Hello,
We currently have a custom gpt4 client that uses the api to send prompts to the chat gpt model and retrieve the responses, and we also have a bunch of functions defined, which the model can use to query our data. We are very happy with how it works, except 1 major annoyance, the response time, which can take 2-... | 2024-01-18T12:15:14 | https://www.reddit.com/r/LocalLLaMA/comments/199otos/need_advice_chatgpt_functions_subtitute/ | pisskidney | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199otos | false | null | t3_199otos | /r/LocalLLaMA/comments/199otos/need_advice_chatgpt_functions_subtitute/ | false | false | self | 2 | null |
Which are the best tools to create a Chat App that can use multiple models? | 3 | Hello,
I want to make a chat app that can run multiple models but I am not sure if I should start with LangChain + Ollama, based on what I understand LangChain can make some complex tasks and Ollama can answer api calls that can load different models.
Unfortunately this combo is not perfect because the visualization ... | 2024-01-18T12:08:22 | https://www.reddit.com/r/LocalLLaMA/comments/199opgz/which_are_the_best_tools_to_create_a_chat_app/ | jumperabg | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199opgz | false | null | t3_199opgz | /r/LocalLLaMA/comments/199opgz/which_are_the_best_tools_to_create_a_chat_app/ | false | false | self | 3 | null |
Got an M2 Ultra 192GB RAM & 76 GPU cores, AMA | 1 | [removed] | 2024-01-18T12:07:51 | https://www.reddit.com/r/LocalLLaMA/comments/199op5n/got_an_m2_ultra_192gb_ram_76_gpu_cores_ama/ | macstudiouser | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199op5n | false | null | t3_199op5n | /r/LocalLLaMA/comments/199op5n/got_an_m2_ultra_192gb_ram_76_gpu_cores_ama/ | false | false | self | 1 | null |
AlphaGeometry: Deepmind's Open (re) Source Geometry Solver | 28 | Blog post: [https://deepmind.google/discover/blog/alphageometry-an-olympiad-level-ai-system-for-geometry/](https://deepmind.google/discover/blog/alphageometry-an-olympiad-level-ai-system-for-geometry/)
Paper: [https://www.nature.com/articles/s41586-023-06747-5](https://www.nature.com/articles/s41586-023-06747-5)
Gith... | 2024-01-18T11:41:14 | https://www.reddit.com/r/LocalLLaMA/comments/199o8wi/alphageometry_deepminds_open_re_source_geometry/ | WaterdanceAC | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199o8wi | false | null | t3_199o8wi | /r/LocalLLaMA/comments/199o8wi/alphageometry_deepminds_open_re_source_geometry/ | false | false | self | 28 | {'enabled': False, 'images': [{'id': 'slPErzXJ7Yh1ntoQRGLc4NveOGZ7jTcimKx5mgeXK1I', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/UJPkr3evNcMxf2F_ED6KT4jQ2AHaBnHNE3NEAVD9OAU.jpg?width=108&crop=smart&auto=webp&s=83c3c3b225d44498724ecc753db30c0229f7335d', 'width': 108}, {'height': 113, 'url': 'h... |
How to shorten the prompt to fit the context of the model? | 1 | I put my chat history into the prompt and instructed model to analyse the talk.
It works but I need to manually limit size of the history to match the context size. For example context size of model can be set to 4096. But I can't just truncate log to 4096 bytes, because it's number of tokens, not characters.
I use... | 2024-01-18T10:25:25 | https://www.reddit.com/r/LocalLLaMA/comments/199n2n5/how_to_shorten_the_prompt_to_fit_the_context_of/ | jacek2023 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199n2n5 | false | null | t3_199n2n5 | /r/LocalLLaMA/comments/199n2n5/how_to_shorten_the_prompt_to_fit_the_context_of/ | false | false | self | 1 | null |
How to Reduce the response time of a RAG chatbot? | 7 |
I've developed a CPU-based retrieval augmented generation chatbot using LangChain, featuring the Zephyr7Bbeta 4-bit quantized model (Q4\_K\_M) with a size of 4.37GB. The chatbot currently takes approximately 130 seconds to generate a response using the retrieval QA chain on a quad-core CPU with 16GB of RAM. Given th... | 2024-01-18T09:33:50 | https://www.reddit.com/r/LocalLLaMA/comments/199mbz6/how_to_reduce_the_response_time_of_a_rag_chatbot/ | HV4U2001 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199mbz6 | false | null | t3_199mbz6 | /r/LocalLLaMA/comments/199mbz6/how_to_reduce_the_response_time_of_a_rag_chatbot/ | false | false | self | 7 | null |
Embeddings and LocalAI | 2 | I am doing different projects in Flowise to start learning AI, so far none of them have been a problem, it is also true that I have only used gguf models that are easy to install. The thing is that I want to start more advanced projects and what is giving me more problems are the embeddings, I can't get them to work. W... | 2024-01-18T09:28:22 | https://www.reddit.com/r/LocalLLaMA/comments/199m93r/embeddings_and_localai/ | Porrei | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199m93r | false | null | t3_199m93r | /r/LocalLLaMA/comments/199m93r/embeddings_and_localai/ | false | false | self | 2 | null |
how to use Openvino for cpu optimization ? | 7 |
I've developed a CPU-based retrieval augmented generation chatbot using LangChain, featuring the Zephyr7Bbeta 4-bit quantized model (Q4\_K\_M) with a size of 4.37GB. The chatbot currently takes approximately 130 seconds to generate a response using the retrieval QA chain on a quad-core CPU with 16GB of RAM. Given th... | 2024-01-18T09:15:42 | https://www.reddit.com/r/LocalLLaMA/comments/199m2v0/how_to_use_openvino_for_cpu_optimization/ | HV4U2001 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199m2v0 | false | null | t3_199m2v0 | /r/LocalLLaMA/comments/199m2v0/how_to_use_openvino_for_cpu_optimization/ | false | false | self | 7 | null |
Analysis of non-english documents, suggestion to workflow and models | 2 | Hi,
for purpose of scientific research and quality management, our psychiatric hospital has conducted interviews with patients (semi structured, open questions) over the years. This, plus our digital documentation, leaves us with a huge amouth of data.
In order to conduct analysis, we thought of using AI and the not ... | 2024-01-18T08:46:35 | https://www.reddit.com/r/LocalLLaMA/comments/199lonl/analysis_of_nonenglish_documents_suggestion_to/ | Ryselle | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199lonl | false | null | t3_199lonl | /r/LocalLLaMA/comments/199lonl/analysis_of_nonenglish_documents_suggestion_to/ | false | false | self | 2 | null |
Coding model suggestions? | 1 | Right now I’m using paperspace since my laptop is pretty bad — most machine instances available are 16gb vRAM & 30gb RAM. Sometimes have access to a 45 gb RAM one.
What’s the best model I can run for coding/data wrangling queries. I spent a couple hours with Microsoft copilot today and it was rough. Unless there’s no... | 2024-01-18T07:22:44 | https://www.reddit.com/r/LocalLLaMA/comments/199khd0/coding_model_suggestions/ | GeeBrain | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199khd0 | false | null | t3_199khd0 | /r/LocalLLaMA/comments/199khd0/coding_model_suggestions/ | false | false | self | 1 | null |
Can I use my old Tesla M40 24GB for inference? | 4 | I have an M40 24GB in my PC, that I used a few years ago to train neural networks with Pytorch. The nice thing about the card is the big VRAM, but unfortunately it's really old.
In the forum, I've seen many people being advised not to buy an M40. But what, if you already have one? Is there any program or guide I can u... | 2024-01-18T07:18:40 | https://www.reddit.com/r/LocalLLaMA/comments/199kf86/can_i_use_my_old_tesla_m40_24gb_for_inference/ | theyseemestackin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199kf86 | false | null | t3_199kf86 | /r/LocalLLaMA/comments/199kf86/can_i_use_my_old_tesla_m40_24gb_for_inference/ | false | false | self | 4 | null |
Euryale 1.4 thoughts | 2 | Has anyone tried our Euryale 1.4 ? If so how does it compare to other 70B models and Euryale 1.3? | 2024-01-18T07:01:04 | https://www.reddit.com/r/LocalLLaMA/comments/199k5ri/euryale_14_thoughts/ | ll_Teto_ll | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199k5ri | false | null | t3_199k5ri | /r/LocalLLaMA/comments/199k5ri/euryale_14_thoughts/ | false | false | self | 2 | null |
OPENSOURCE FROM GOOGLE: AlphaGeometry: An Olympiad-level AI system for geometry. “AlphaGeometry solved 25 problems within the standard Olympiad time limit. For comparison, the previous SOTA solved 10, and the average human gold medalist solved 25.9.” Trained only on synethic data. | 1 | 2024-01-18T05:55:48 | https://deepmind.google/discover/blog/alphageometry-an-olympiad-level-ai-system-for-geometry/?utm_source=twitter&utm_medium=social | AliVit24 | deepmind.google | 1970-01-01T00:00:00 | 0 | {} | 199j38v | false | null | t3_199j38v | /r/LocalLLaMA/comments/199j38v/opensource_from_google_alphageometry_an/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'slPErzXJ7Yh1ntoQRGLc4NveOGZ7jTcimKx5mgeXK1I', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/UJPkr3evNcMxf2F_ED6KT4jQ2AHaBnHNE3NEAVD9OAU.jpg?width=108&crop=smart&auto=webp&s=83c3c3b225d44498724ecc753db30c0229f7335d', 'width': 108}, {'height': 113, 'url': 'h... | ||
Project Launch: GatoGPT - Local LLM inference & management server with built-in OpenAI API | 28 | Hi everyone, I'm excited to launch my project today. It's an LLM management server allowing you to configure and define models and then access them via an OpenAI-compatible API. A lot of information is contained in the project readme in the github repo: [https://github.com/elgatopanzon/gatogpt](https://github.com/elgat... | 2024-01-18T05:40:58 | https://www.reddit.com/r/LocalLLaMA/comments/199iu4s/project_launch_gatogpt_local_llm_inference/ | ElGatoPanzon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199iu4s | false | null | t3_199iu4s | /r/LocalLLaMA/comments/199iu4s/project_launch_gatogpt_local_llm_inference/ | false | false | self | 28 | {'enabled': False, 'images': [{'id': '6DDYT_-OswVPD-3quTc1cG63AMcDhQfcHvuOm1SYtcA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/e1bI3XJ9X8f1jlPqkG-f7JNrokcFE6W0pfrDofr4EX4.jpg?width=108&crop=smart&auto=webp&s=11a53e39909a64ab246eaa331469a315f8768521', 'width': 108}, {'height': 108, 'url': 'h... |
[D] How can I make LLM plot graphs/figures on my database with RAG? | 1 | [removed] | 2024-01-18T05:21:10 | https://www.reddit.com/r/LocalLLaMA/comments/199ihbz/d_how_can_i_make_llm_plot_graphsfigures_on_my/ | HappyDataGuy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199ihbz | false | null | t3_199ihbz | /r/LocalLLaMA/comments/199ihbz/d_how_can_i_make_llm_plot_graphsfigures_on_my/ | false | false | self | 1 | null |
How can I make LLM plot graphs/figures on my database with RAG? | 1 | [removed] | 2024-01-18T05:17:33 | https://www.reddit.com/r/LocalLLaMA/comments/199ieyc/how_can_i_make_llm_plot_graphsfigures_on_my/ | HappyDataGuy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199ieyc | false | null | t3_199ieyc | /r/LocalLLaMA/comments/199ieyc/how_can_i_make_llm_plot_graphsfigures_on_my/ | false | false | self | 1 | null |
Mac Config vs Dual Machines | 4 | Right now I mostly use cloud services - just Google Colab Pro, or ChatGPT, or whatever. It's fine for most of what I do, although having to spin up a Colab GPU can be a pain sometimes, and obviously lacks privacy. So I lurk here a bit.
I have to buy a new Mac for other reasons, and I'm a bit torn if I should consider ... | 2024-01-18T05:13:01 | https://www.reddit.com/r/LocalLLaMA/comments/199ic1s/mac_config_vs_dual_machines/ | justgetoffmylawn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199ic1s | false | null | t3_199ic1s | /r/LocalLLaMA/comments/199ic1s/mac_config_vs_dual_machines/ | false | false | self | 4 | null |
Be careful about the new gguf quants. | 117 | A week ago, a new gguf quant method arrived and this is what we're using now.
[https://github.com/ggerganov/llama.cpp/pull/4930](https://github.com/ggerganov/llama.cpp/pull/4930)
This method uses a calibration dataset to improve the perplexity, but the problem with this method is overfitting to the dataset, and it co... | 2024-01-18T05:11:08 | https://www.reddit.com/r/LocalLLaMA/comments/199iatn/be_careful_about_the_new_gguf_quants/ | Wonderful_Ad_5134 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199iatn | false | null | t3_199iatn | /r/LocalLLaMA/comments/199iatn/be_careful_about_the_new_gguf_quants/ | false | false | self | 117 | {'enabled': False, 'images': [{'id': 'tmMr0QJqdFXxRzPMUtmSKyHay-nmHzq0xBFgo1B-7UQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/iNdQL1GLMgw18yjWxoU1oQIVsZM3HTK0S7v6qMcVlNU.jpg?width=108&crop=smart&auto=webp&s=9b8f5ac7f03cb0425c725fdf6222d3ff9d7bd2b0', 'width': 108}, {'height': 108, 'url': 'h... |
stabilityai/stable-code-3b · 3B coding model | 1 | 2024-01-18T04:37:28 | https://huggingface.co/stabilityai/stable-code-3b | StewArtMedia_Nick | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 199hopt | false | null | t3_199hopt | /r/LocalLLaMA/comments/199hopt/stabilityaistablecode3b_3b_coding_model/ | false | false | 1 | {'enabled': False, 'images': [{'id': '4cdg6FSIPxzB4OsuBs2TrlkcDoe9d62xstpoBNX67VY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/GrXDltBFgoromTI6Zroe3XgL1HbMnHZs6Nnh88NVD0M.jpg?width=108&crop=smart&auto=webp&s=10221bfc76d0fc4ed439888515bc353fe3add9d7', 'width': 108}, {'height': 116, 'url': 'h... | ||
GPU Usage Increase Over Time with Llama-2 Model | 1 | [removed] | 2024-01-18T04:28:27 | https://www.reddit.com/r/LocalLLaMA/comments/199himo/gpu_usage_increase_over_time_with_llama2_model/ | scientific_yogi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199himo | false | null | t3_199himo | /r/LocalLLaMA/comments/199himo/gpu_usage_increase_over_time_with_llama2_model/ | false | false | self | 1 | null |
Saofiq WinterGoddess 1.4x 32k mysterious quant on HF | 3 | I spotted this GGUF Q4\_K\_S quant of Saofiq's (Sao10K) WinterGoddess 70b model with.. Limarpv3 and.. 32k ctx (linear rope 8, apparently) on HF, and despite not having the hardware to run it smoothly (36GB of VRAM "only"), I downloaded it to test it.
[https://huggingface.co/mishima/WinterGoddess-1.4x-limarpv3-70B-L2-3... | 2024-01-18T04:26:08 | https://www.reddit.com/r/LocalLLaMA/comments/199hh4u/saofiq_wintergoddess_14x_32k_mysterious_quant_on/ | Nexesenex | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199hh4u | false | null | t3_199hh4u | /r/LocalLLaMA/comments/199hh4u/saofiq_wintergoddess_14x_32k_mysterious_quant_on/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'RzQdhZYQ8vToDM7vG720RojxXwECmoBjD3QsunIwkIY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/AsE3t7Gum-nokXqM6Al8ogwP8AI72mVKOGllDKwZD9s.jpg?width=108&crop=smart&auto=webp&s=eb8e190a78ad7556a2b83abf30d36ab2c8f11fd9', 'width': 108}, {'height': 116, 'url': 'h... |
Open-Source AI Is Uniquely Dangerous | I don't think this guy intended to be funny, but this is funny | 98 | 2024-01-18T04:12:57 | https://spectrum.ieee.org/open-source-ai-2666932122 | ttkciar | spectrum.ieee.org | 1970-01-01T00:00:00 | 0 | {} | 199h8bh | false | null | t3_199h8bh | /r/LocalLLaMA/comments/199h8bh/opensource_ai_is_uniquely_dangerous_i_dont_think/ | false | false | 98 | {'enabled': False, 'images': [{'id': 'tFv5fKc3Pbz1SDdkBA8ukmnoXFdalBMfSICf00KZ8_I', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/tzFMlvtr2r41BydxfKr585T9DjnsfhVhqY4Ket8o0pc.jpg?width=108&crop=smart&auto=webp&s=ff8c625f47e228be21f5197e28f36cab3141aabb', 'width': 108}, {'height': 108, 'url': 'h... | ||
[2401.08671] DeepSpeed-FastGen: High-throughput Text Generation for LLMs via MII and DeepSpeed-Inference | 13 | 2024-01-18T03:24:43 | https://arxiv.org/abs/2401.08671 | ninjasaid13 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 199ga8d | false | null | t3_199ga8d | /r/LocalLLaMA/comments/199ga8d/240108671_deepspeedfastgen_highthroughput_text/ | false | false | default | 13 | null | |
Triton vs TGI vs vLLM vs others | 6 | I am hoping to run various LLMs of different sizes (7b-70b) sizes and am curious as to what are the benefits of each of these methods of hosting. I will be using EC2 instances to host if that makes a difference. I don't have a good idea of which is the fastest or other advantages these might have of they are used as a ... | 2024-01-18T01:54:58 | https://www.reddit.com/r/LocalLLaMA/comments/199efri/triton_vs_tgi_vs_vllm_vs_others/ | cinnamonKnight | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199efri | false | null | t3_199efri | /r/LocalLLaMA/comments/199efri/triton_vs_tgi_vs_vllm_vs_others/ | false | false | self | 6 | null |
When building a GPU cluster, how relevant is the choice of CPU? Pre-training + finetuning. | 1 | [removed] | 2024-01-18T01:52:17 | https://www.reddit.com/r/LocalLLaMA/comments/199ednr/when_building_a_gpu_cluster_how_relevant_is_the/ | DegenerateDegenning | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199ednr | false | null | t3_199ednr | /r/LocalLLaMA/comments/199ednr/when_building_a_gpu_cluster_how_relevant_is_the/ | false | false | self | 1 | null |
Another open-source implementation of Flamingo | 11 | InfiMM: Advancing Multimodal Understanding from Flamingo's Legacy through Diverse LLM Integration
[Infi-MM/infimm-zephyr · Hugging Face](https://huggingface.co/Infi-MM/infimm-zephyr)
This claims to be the best open-sourced model on MMMU Testing split. | 2024-01-18T01:45:06 | https://www.reddit.com/r/LocalLLaMA/comments/199e886/another_opensource_implementation_of_flamingo/ | Inevitable-Aha | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199e886 | false | null | t3_199e886 | /r/LocalLLaMA/comments/199e886/another_opensource_implementation_of_flamingo/ | false | false | self | 11 | {'enabled': False, 'images': [{'id': 'AJqKGlwqkUVXdixfwZtgkPKF56cCUudSAoP6KcZV0hQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/dA702-9X13Cwpi8efPPUD336Hb7TH1C6izwyA_TNuiQ.jpg?width=108&crop=smart&auto=webp&s=027f868c2efed594bbe44349b6d2d94595d7e038', 'width': 108}, {'height': 116, 'url': 'h... |
Full finetuning using 4090s? | 1 | [removed] | 2024-01-18T01:43:22 | https://www.reddit.com/r/LocalLLaMA/comments/199e6x3/full_finetuning_using_4090s/ | lets_finetune | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199e6x3 | false | null | t3_199e6x3 | /r/LocalLLaMA/comments/199e6x3/full_finetuning_using_4090s/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'QWz9XjZzVDZ7lTXtt-qTVs6nzNMeXdirmv4o-K5MEeQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/lknZzU4Mr_jpnRavxwuKSiEFx7dK6WQcsU0PBbB0G-w.jpg?width=108&crop=smart&auto=webp&s=463e40a329bd574bd4cf37600e0d229ce92cc44b', 'width': 108}, {'height': 108, 'url': 'h... |
Trying a soulver / numi UI with a local LLM | 44 | 2024-01-18T01:40:11 | https://v.redd.it/fm4a087ur3dc1 | sleeper-2 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 199e4g8 | false | {'reddit_video': {'bitrate_kbps': 800, 'dash_url': 'https://v.redd.it/fm4a087ur3dc1/DASHPlaylist.mpd?a=1708134024%2CMWFjYjc5YjJiYjBlOTI1OGZmYmNhMTc0ZjEzNzZiNTUwZjZkNWM1OGZkM2JhYjViOTY1ZmEyNjJmYTUzMmI1Mg%3D%3D&v=1&f=sd', 'duration': 28, 'fallback_url': 'https://v.redd.it/fm4a087ur3dc1/DASH_360.mp4?source=fallback', 'has... | t3_199e4g8 | /r/LocalLLaMA/comments/199e4g8/trying_a_soulver_numi_ui_with_a_local_llm/ | false | false | 44 | {'enabled': False, 'images': [{'id': 'dWFndnE4eTFzM2RjMZdaBQGD2bC6WMNL_oWrrgyHHirZCcvP7TehDptiIaNb', 'resolutions': [{'height': 55, 'url': 'https://external-preview.redd.it/dWFndnE4eTFzM2RjMZdaBQGD2bC6WMNL_oWrrgyHHirZCcvP7TehDptiIaNb.png?width=108&crop=smart&format=pjpg&auto=webp&s=7ae5ce7f2c88ce93f953f7a7318392f22dbfa... | ||
Is there any model that's even wilder than mythomax? (Any size) | 57 | I've played with about 20 plus different models people have recommended as being completely uncensored and absolutely wild, but in reality I found that the usual suspects tend to simply be repeating information that's freely available on the internet.
What I'm talking about specifically are LLMs that will be breachin... | 2024-01-18T00:34:03 | https://www.reddit.com/r/LocalLLaMA/comments/199cpp6/is_there_any_model_thats_even_wilder_than/ | RadioSailor | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199cpp6 | false | null | t3_199cpp6 | /r/LocalLLaMA/comments/199cpp6/is_there_any_model_thats_even_wilder_than/ | false | false | nsfw | 57 | null |
Vllm vs aphrodite engine and other alternatives | 4 | Hello sages of my favorite subreddit:D
I am working on a project that will need as high throughput as possible. Individual response times dont matter but I need to process around 2million prompts as efficiently as possible (part of a dr thesis). Do any of you guys know which backends allow for the highest throughput ... | 2024-01-17T23:51:45 | https://www.reddit.com/r/LocalLLaMA/comments/199bq25/vllm_vs_aphrodite_engine_and_other_alternatives/ | Noxusequal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199bq25 | false | null | t3_199bq25 | /r/LocalLLaMA/comments/199bq25/vllm_vs_aphrodite_engine_and_other_alternatives/ | false | false | self | 4 | null |
Mixtral 8x7B instruct v0.1 available now | 1 | [removed] | 2024-01-17T22:56:40 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 199ag02 | false | null | t3_199ag02 | /r/LocalLLaMA/comments/199ag02/mixtral_8x7b_instruct_v01_available_now/ | false | false | default | 1 | null | ||
TIL Some tokens can be multiple words | 102 | This is just a small post informing the uninformed that tokens may not always be single symbols, words or parts of words - as I realized only today. They can be multiple words and symbols and words together. I think that's good to know if you build anything related to tokens.
(You probably already know that a token us... | 2024-01-17T22:47:37 | https://www.reddit.com/r/LocalLLaMA/comments/199a8cm/til_some_tokens_can_be_multiple_words/ | psi-love | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 199a8cm | false | null | t3_199a8cm | /r/LocalLLaMA/comments/199a8cm/til_some_tokens_can_be_multiple_words/ | false | false | self | 102 | null |
"VeRA makes LoRA ~10x more parameter efficient while retaining the same performance & also works for vision!" | 137 | 2024-01-17T21:17:13 | https://x.com/y_m_asano/status/1747543521035186641?s=20 | phoneixAdi | x.com | 1970-01-01T00:00:00 | 0 | {} | 19980x8 | false | null | t3_19980x8 | /r/LocalLLaMA/comments/19980x8/vera_makes_lora_10x_more_parameter_efficient/ | false | false | default | 137 | null | |
Best Memory Extension for Oogabooga | 11 | Currently looking through extensions for the oogabooga web ui, and there seems to be 2 different options for long term memory. Does anyone have any experience using either and which one is better or does something different?
[https://github.com/jason-brian-anderson/long\_term\_memory\_with\_qdrant](https://github.com... | 2024-01-17T21:03:15 | https://www.reddit.com/r/LocalLLaMA/comments/1997omm/best_memory_extension_for_oogabooga/ | rubychoco99 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1997omm | false | null | t3_1997omm | /r/LocalLLaMA/comments/1997omm/best_memory_extension_for_oogabooga/ | false | false | self | 11 | {'enabled': False, 'images': [{'id': 'Gub58iA-wsMnV9Yw0iqw0j_vGomc-duLhAi5KYc-gEA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/8-9FhQYNrzTXLGB7L9HyG_gfP5hsHE_p_MADoUCiK4o.jpg?width=108&crop=smart&auto=webp&s=b349d130afcf7432670ebaeb554b27c49e7eb4c1', 'width': 108}, {'height': 108, 'url': 'h... |
Ollama Shell Helper (osh) : English to Unix-like Shell Commands translation using Local LLMs with Ollama | 10 | 2024-01-17T20:45:11 | https://github.com/charyan/osh | UdeaAenigmatica | github.com | 1970-01-01T00:00:00 | 0 | {} | 19977vo | false | null | t3_19977vo | /r/LocalLLaMA/comments/19977vo/ollama_shell_helper_osh_english_to_unixlike_shell/ | false | false | 10 | {'enabled': False, 'images': [{'id': 'QLn6gRoQjU7I82ZFGEyCV1sDGKaB2nJq0w0LmIYZMfs', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/RrS02qWQRzInm3v5yy3tprdvwpaJcEK9vaZ9vRFQHHg.jpg?width=108&crop=smart&auto=webp&s=2cdbc31dd983ee6a0724b77530d4492d21e2af90', 'width': 108}, {'height': 108, 'url': 'h... | ||
Unpopular Opinion: All these small open-source foundational models coming out are not moving us forward. To truly rival closed-source, we need models with 100+ billion parameters. | 1 | There have been so many small open-source models released over the past few weeks (TinyLlama, Phi-2, StableCode, Deci-Coder-6B) but all of these perform quite poor when compared to SOTA models. They seem more like a way for companies to get attention/funding rather than actually giving us a model that competes with clo... | 2024-01-17T20:19:19 | https://www.reddit.com/r/LocalLLaMA/comments/1996kos/unpopular_opinion_all_these_small_opensource/ | DangerousBenefit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1996kos | false | null | t3_1996kos | /r/LocalLLaMA/comments/1996kos/unpopular_opinion_all_these_small_opensource/ | false | false | self | 1 | null |
Struggling to understand the format expected for fine tuning mistral | 5 | I'm trying to format my dataset that I previously used to fine tune on GPT 3.5 to work with Mistral. The documentation seems barely existent.
My input and output should both be JSON. How would I correctly format this example:
Input:
{ Question:"what is the weather in London tomorrow?",current_date:"Jan 01,2024" }
Ou... | 2024-01-17T20:04:22 | https://www.reddit.com/r/LocalLLaMA/comments/1996715/struggling_to_understand_the_format_expected_for/ | MiniSNES | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1996715 | false | null | t3_1996715 | /r/LocalLLaMA/comments/1996715/struggling_to_understand_the_format_expected_for/ | false | false | self | 5 | null |
My thoughts on 2024 AI capabilities. What are you looking forward to this year? | 29 | [https://twitter.com/jtokash/status/1747694227600138616](https://twitter.com/jtokash/status/1747694227600138616)
For as long as I can remember in tech, the Gates law has been the standard: “Most people overestimate what they can achieve in a year and underestimate what they can achieve in ten years.”
That isn’t goi... | 2024-01-17T19:19:02 | https://www.reddit.com/r/LocalLLaMA/comments/19951i7/my_thoughts_on_2024_ai_capabilities_what_are_you/ | inyourfaceplate | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19951i7 | false | null | t3_19951i7 | /r/LocalLLaMA/comments/19951i7/my_thoughts_on_2024_ai_capabilities_what_are_you/ | false | false | self | 29 | {'enabled': False, 'images': [{'id': 'NxKTkQPtbdiojxQMpL-_vlPLyBTSSoUjSLT6hhqcUpY', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/0RUfoaSJiz37vHGueB3KQCMsD9exnIUIc9SJo98d_9k.jpg?width=108&crop=smart&auto=webp&s=09f7cf89f2b02336653ed8e8dc0337a93c12508c', 'width': 108}], 'source': {'height': 14... |
7900XT deals | 7 | Looks like there are new lows on the 20GB 7900XT, now $709 US, making two of them potentially a better deal than trying to get a 4090, ending up at 40GB vs. 24GB. I know the software support is historically bad. Maybe it's getting better enough recently to justify the card? | 2024-01-17T18:42:14 | https://www.reddit.com/r/LocalLLaMA/comments/1994426/7900xt_deals/ | cjbprime | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1994426 | false | null | t3_1994426 | /r/LocalLLaMA/comments/1994426/7900xt_deals/ | false | false | self | 7 | null |
How were the parameter numbers originally established? | 1 | [removed] | 2024-01-17T18:25:45 | https://www.reddit.com/r/LocalLLaMA/comments/1993p8l/how_were_the_parameter_numbers_originally/ | Arcturus17 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1993p8l | false | null | t3_1993p8l | /r/LocalLLaMA/comments/1993p8l/how_were_the_parameter_numbers_originally/ | false | false | self | 1 | null |
How where the parameter numbers originally established? I feel like the base should have been 120B (highly composite numbers FTW) so that we could have a 60B, 40B, 30B, 24B, 20B, 15B, 12B, 10B, 8B, 6B, 5B, 4B, 3B, 2B, and 1B, nice and tidy, and one could choose amongst many more p | 1 | [removed] | 2024-01-17T18:24:33 | https://www.reddit.com/r/LocalLLaMA/comments/1993o49/how_where_the_parameter_numbers_originally/ | Arcturus17 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1993o49 | false | null | t3_1993o49 | /r/LocalLLaMA/comments/1993o49/how_where_the_parameter_numbers_originally/ | false | false | self | 1 | null |
GGUFs quants can punch above their weights now | 216 | A llama.cpp improvement that integrates an optional *importance matrix* was recently added. This was originally done to make really tiny quants useful, yet it can also be applied to the existing larger quantization types. The results get way better in general when using it to quantize models.
For example: In my tests ... | 2024-01-17T18:18:41 | https://www.reddit.com/r/LocalLLaMA/comments/1993iro/ggufs_quants_can_punch_above_their_weights_now/ | Chromix_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1993iro | false | null | t3_1993iro | /r/LocalLLaMA/comments/1993iro/ggufs_quants_can_punch_above_their_weights_now/ | false | false | 216 | {'enabled': False, 'images': [{'id': 'oN89DCTlpN4ILjsqZ-eqHHBHOsMqFEAApHQdMqxL2uo', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/sIemo2ZRTyfh8F28nwbT2_1K-FdX21f6h4iIinp0cts.jpg?width=108&crop=smart&auto=webp&s=86489a0d0a5efa5573fd0a7a1a298a1f686ca3fc', 'width': 108}, {'height': 116, 'url': 'h... | |
SGLang: new LLM inference runtime by @lmsysorg (2-5x faster than vLLM!) | 98 | >We are thrilled to introduce **SGLang, our next-generation interface and runtime for LLM inference!** It greatly improves the execution and programming efficiency of complex LLM programs by co-designing the front-end language and back-end runtime.
>
>On the backend, we propose **RadixAttention**, a novel techniq... | 2024-01-17T18:03:21 | https://www.reddit.com/r/LocalLLaMA/comments/19934kd/sglang_new_llm_inference_runtime_by_lmsysorg_25x/ | galambalazs | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 19934kd | false | null | t3_19934kd | /r/LocalLLaMA/comments/19934kd/sglang_new_llm_inference_runtime_by_lmsysorg_25x/ | false | false | self | 98 | {'enabled': False, 'images': [{'id': 'oHqTLlrNYSm6QstrFltgUh1cbK_N-UBMqCZUhSu3WAY', 'resolutions': [{'height': 27, 'url': 'https://external-preview.redd.it/7aJiK4jf7YxHQSpxajg_rER_nZhIQB6WRHePc38lUKk.jpg?width=108&crop=smart&auto=webp&s=b5b60e67c01a973de6247c22056191c10e4b923a', 'width': 108}], 'source': {'height': 35,... |
DeciCoder-6B was released today! | 49 | 2024-01-17T17:47:55 | https://v.redd.it/4lav3xppf1dc1 | datascienceharp | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1992q79 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/4lav3xppf1dc1/DASHPlaylist.mpd?a=1708105690%2CZjRhODUyOGQ1ZDAyMzAxNTY2NjQ0ZGJkNDhjZTVhZjJiZTkxMWE1OWY5NWUzYjdkZDMzYzVmYmVjMGJjMTU3Nw%3D%3D&v=1&f=sd', 'duration': 95, 'fallback_url': 'https://v.redd.it/4lav3xppf1dc1/DASH_1080.mp4?source=fallback', 'h... | t3_1992q79 | /r/LocalLLaMA/comments/1992q79/decicoder6b_was_released_today/ | false | false | 49 | {'enabled': False, 'images': [{'id': 'b2FyeTFkbXNmMWRjMTiAqUQjvvQSv-Rsx63Qj70oP7cHfeFveQAIBl1IycwM', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/b2FyeTFkbXNmMWRjMTiAqUQjvvQSv-Rsx63Qj70oP7cHfeFveQAIBl1IycwM.png?width=108&crop=smart&format=pjpg&auto=webp&s=2f03761a309c1a58b097601b59e0f7af22d2c... |
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