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Finally, I am able to run text-generation-webui with 33B model (fully into GPU) and a stable-diffusion-webui using GPU with only one 4090. | 150 | That's amazing what can do the latest version of text-generation-webui using the new loader Exllama-HF! I can load a 33B model into 16,95GB of VRAM! 21,112GB of VRAM with AutoGPTQ!20,07GB of VRAM with Exllama.
That allows me to run text generation and Automatic1111 at the same time using one single graphic card. I am ... | 2023-06-25T15:42:33 | https://www.reddit.com/r/LocalLLaMA/comments/14ipdqs/finally_i_am_able_to_run_textgenerationwebui_with/ | mansionis | self.LocalLLaMA | 2023-06-26T07:14:13 | 0 | {} | 14ipdqs | false | null | t3_14ipdqs | /r/LocalLLaMA/comments/14ipdqs/finally_i_am_able_to_run_textgenerationwebui_with/ | false | false | self | 150 | null |
I made privateGPT work for Linux check it out! | 1 | 2023-06-25T15:31:31 | https://github.com/MichaelSebero/PrivateGPT4Linux | CoolRune | github.com | 1970-01-01T00:00:00 | 0 | {} | 14ip4ks | false | null | t3_14ip4ks | /r/LocalLLaMA/comments/14ip4ks/i_made_privategpt_work_for_linux_check_it_out/ | false | false | default | 1 | null | |
Backing up datasets locally is crucial. | 56 | Backing up datasets is just as important as backing up models.
If you see a dataset you think is valuable, don't forget to back it up locally. Don't trust HuggingFace and \*definitely\* don't trust GitHub.
https://preview.redd.it/br6s1eflf68b1.png?width=332&format=png&auto=webp&s=1dfc10c510edcde9109f379fe3aa68e83... | 2023-06-25T14:51:06 | https://www.reddit.com/r/LocalLLaMA/comments/14io6is/backing_up_datasets_locally_is_crucial/ | HideLord | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14io6is | false | null | t3_14io6is | /r/LocalLLaMA/comments/14io6is/backing_up_datasets_locally_is_crucial/ | false | false | self | 56 | null |
Extensive LLama.cpp benchmark & more speed on CPU, 7b to 30b, Q2_K, to Q6_K and FP16, X3D, DDR-4000 and DDR-6000 | 138 | # TL;DR
* Some of the effects observed here are specific to the AMD Ryzen 9 7950X3D, some apply in general, some can be used to improve llama.cpp
* Just use 14 or 15 threads and it's quite fast, but it could be even faster with some manual tweaking.
* Number and frequency of cores determine prompt processing speed. Ca... | 2023-06-25T12:58:01 | https://www.reddit.com/r/LocalLLaMA/comments/14ilo0t/extensive_llamacpp_benchmark_more_speed_on_cpu_7b/ | Chromix_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 1 | {'gid_2': 1} | 14ilo0t | false | null | t3_14ilo0t | /r/LocalLLaMA/comments/14ilo0t/extensive_llamacpp_benchmark_more_speed_on_cpu_7b/ | false | false | self | 138 | {'enabled': False, 'images': [{'id': '6c_9qZ0zjEio4tfFdpsLVyDMpzPf3_TYsde4cu_5NRs', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/WCkS1HwiA6FVqBtWIYeoJ_bF4smVgEyoV0cDNwS-xE0.jpg?width=108&crop=smart&auto=webp&s=a323b8a17d5cef330868c45adc53e5e9182320d3', 'width': 108}, {'height': 113, 'url': 'h... |
What is a good way to generate a training dataset from an article/book or long text? | 15 | Hello,
I want to create a large Q/A dataset that can answer a lot of questions from some books and articles.
Right now I am testing out some solutions with GPT-4 but it recommends me using few other models specialized for Q/A generation but the quality of the generated content is very very bad.
If anyone is using an... | 2023-06-25T12:43:58 | https://www.reddit.com/r/LocalLLaMA/comments/14ildl8/what_is_a_good_way_to_generate_a_training_dataset/ | jumperabg | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14ildl8 | false | null | t3_14ildl8 | /r/LocalLLaMA/comments/14ildl8/what_is_a_good_way_to_generate_a_training_dataset/ | false | false | self | 15 | {'enabled': False, 'images': [{'id': 'OAXSl8SY6T3JK9MGQyKxkoYbqZ71HQRYXLeB8CV0NXg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/4-DxLM-C2Ve3tHmVL5ITI6GRtMVG8PzzdBuCKiaabfE.jpg?width=108&crop=smart&auto=webp&s=d5811c5bda5fece1040636a6af8702ba790f0fd4', 'width': 108}, {'height': 108, 'url': 'h... |
Some ranting. Focus. Versatility is greater than Variety. The new replication crisis. | 0 | **(Please read the whole thing before you hate on me. Or just skip the hating on me.)**
We're leaving the G out of A G I.
This isn't about impatience, this is about trajectory. I don't see any evidence of focus even being a goal, let alone a near or mid term foreseeable outcome.
Kinda tired of 47,000 models. Been th... | 2023-06-25T08:01:07 | https://www.reddit.com/r/LocalLLaMA/comments/14igfq4/some_ranting_focus_versatility_is_greater_than/ | Innomen | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14igfq4 | false | null | t3_14igfq4 | /r/LocalLLaMA/comments/14igfq4/some_ranting_focus_versatility_is_greater_than/ | false | false | self | 0 | null |
According to LLaMA you can't drown in a swimming pool | 0 | Funny Turing test of sorts.
Apparently this is a very confusing prompt:
>Hypothetically, if I replaced all the water in a full-sized swimming pool with coffee and a person jumped in, is it possible for them to drown in the pool?
Answer:
>It is unlikely for someone to drown solely due to the presence of liquid coffe... | 2023-06-25T07:28:20 | https://www.reddit.com/r/LocalLLaMA/comments/14ifvzu/according_to_llama_you_cant_drown_in_a_swimming/ | keith_and_kit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14ifvzu | false | null | t3_14ifvzu | /r/LocalLLaMA/comments/14ifvzu/according_to_llama_you_cant_drown_in_a_swimming/ | false | false | self | 0 | null |
Orca-Mini-13b, Orca-Mini-7b & Orca-Mini-3b | 170 | Today I released Orca-Mini-13b, Orca-Mini-7b & Orca-Mini-3b
[https://huggingface.co/psmathur/orca\_mini\_13b](https://huggingface.co/psmathur/orca_mini_13b)
[https://huggingface.co/psmathur/orca\_mini\_7b](https://huggingface.co/psmathur/orca_mini_7b)
[https://huggingface.co/psmathur/orca\_mini\_3b](https://huggingf... | 2023-06-25T03:47:02 | https://www.reddit.com/r/LocalLLaMA/comments/14ibzau/orcamini13b_orcamini7b_orcamini3b/ | Remarkable-Spite-107 | self.LocalLLaMA | 2023-06-26T14:59:25 | 0 | {} | 14ibzau | false | null | t3_14ibzau | /r/LocalLLaMA/comments/14ibzau/orcamini13b_orcamini7b_orcamini3b/ | false | false | self | 170 | {'enabled': False, 'images': [{'id': 'aIWn_fGK7k0UZF60dQnhJaT4Yc_A8zXuRrcRc_DoxzI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/ieijcqFnguckWZvgGfbIdFG522g3PEyyd2mh0vOgzkk.jpg?width=108&crop=smart&auto=webp&s=4ea6814df014e96e5be87b2a2415529e032182ff', 'width': 108}, {'height': 116, 'url': 'h... |
[WIP] Auto Edit Videos with LLMs | 37 | We put together an approach to use LLMs with tools like FFMPerative for video editing through a chat-based interface, which streamlined the process significantly. Here's a quick video walking through the pipeline:
https://reddit.com/link/14iawid/video/khvuwqfkv28b1/player
We use GPT-4/Vicuna as a video director, plan... | 2023-06-25T02:49:37 | https://www.reddit.com/r/LocalLLaMA/comments/14iawid/wip_auto_edit_videos_with_llms/ | remyxai | self.LocalLLaMA | 2023-07-26T17:29:12 | 0 | {} | 14iawid | false | null | t3_14iawid | /r/LocalLLaMA/comments/14iawid/wip_auto_edit_videos_with_llms/ | false | false | 37 | {'enabled': False, 'images': [{'id': 'uNF_C7xGnbkAhnWNVVZ7TO1Xqqsw4t7BgDSYFgGQKWg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Y-ojX52dxZXi74G4RXn_IIBuWu3Q_p8j9MxD9affjD4.jpg?width=108&crop=smart&auto=webp&s=9e798806b68044e9f37cf2f8682f542abdce8047', 'width': 108}, {'height': 108, 'url': 'h... | |
Model for: 13600k + 32gb ddr5 ram (6400/32) + 8gb vram (3060ti), | 4 | Hello everyone, I lately went back into local llms as I read now you can run llm with a decent(?) speed on cpu+ram thanks to quantization, llama.cpp and I could even offload some layers to gpu (I hope I understood it correctly.). Now however I'm quite clueless when comes to model choice. I don't have any particular nee... | 2023-06-25T01:44:28 | https://www.reddit.com/r/LocalLLaMA/comments/14i9mm0/model_for_13600k_32gb_ddr5_ram_640032_8gb_vram/ | Marbaass | self.LocalLLaMA | 2023-06-25T02:41:39 | 0 | {} | 14i9mm0 | false | null | t3_14i9mm0 | /r/LocalLLaMA/comments/14i9mm0/model_for_13600k_32gb_ddr5_ram_640032_8gb_vram/ | false | false | self | 4 | null |
Has anyone tried falcoder model? | 7 | It has only 7B parameters. Right now I do not have a PC to test it. Is this better than wizardcoder? https://huggingface.co/mrm8488/falcoder-7b
"Falcon-7b fine-tuned on the CodeAlpaca 20k instructions dataset by using the method QLoRA with PEFT library." | 2023-06-24T22:56:52 | https://www.reddit.com/r/LocalLLaMA/comments/14i652r/has_anyone_tried_falcoder_model/ | polawiaczperel | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14i652r | false | null | t3_14i652r | /r/LocalLLaMA/comments/14i652r/has_anyone_tried_falcoder_model/ | false | false | self | 7 | {'enabled': False, 'images': [{'id': 'kckByvNI7xP1OTFxNupfAgvrJXZ0fbzbK3KHxeMbvbI', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/frxywgHviuEwBJBs1IC_M_vc55iHXsOI7ntVnbQs2rM.jpg?width=108&crop=smart&auto=webp&s=92210f7206a60246c0bc8be4ae600a7250f4c469', 'width': 108}, {'height': 216, 'url': '... |
How do I about running out of context in ooba? | 1 | [removed] | 2023-06-24T22:24:05 | https://www.reddit.com/r/LocalLLaMA/comments/14i5f5f/how_do_i_about_running_out_of_context_in_ooba/ | Vanilla_Vampi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14i5f5f | false | null | t3_14i5f5f | /r/LocalLLaMA/comments/14i5f5f/how_do_i_about_running_out_of_context_in_ooba/ | false | false | default | 1 | null |
Intel Arc viable now? | 17 | It has been the some month since the last posting about the Intel Arc.
I see the latest Kobold rewrite the CUDA kernel to OpenCL, and Intel seeming to be updating the driver very well.
How do we thinking it seeming to be the good budget card. No so turn key as the NVIDIA, but I thinking it can be the good alternative... | 2023-06-24T21:52:30 | https://www.reddit.com/r/LocalLLaMA/comments/14i4plg/intel_arc_viable_now/ | SlavaSobov | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14i4plg | false | null | t3_14i4plg | /r/LocalLLaMA/comments/14i4plg/intel_arc_viable_now/ | false | false | self | 17 | null |
How does GPT-4 rank on the HuggingFace leaderboard? | 17 | Exactly as the title says, GPT-4 isn't listed on HuggingFace's leaderboard. This seems pretty important, seeing as how it's the current industry standard. | 2023-06-24T21:25:48 | https://www.reddit.com/r/LocalLLaMA/comments/14i43j7/how_does_gpt4_rank_on_the_huggingface_leaderboard/ | Bochinator | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14i43j7 | false | null | t3_14i43j7 | /r/LocalLLaMA/comments/14i43j7/how_does_gpt4_rank_on_the_huggingface_leaderboard/ | false | false | self | 17 | null |
Adding personality and memory to create characters | 9 | I've been playing around with LLMs for some time now and want to build a chatbot that behaves almost exactly like a human being.
I've decided to use the langchain framework and am having some trouble.
1. Memory: I tried ConversationSummaryMemory and ConversationBufferMemory, in both cases, the model is not able to ma... | 2023-06-24T21:01:38 | https://www.reddit.com/r/LocalLLaMA/comments/14i3iox/adding_personality_and_memory_to_create_characters/ | CmplxQ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14i3iox | false | null | t3_14i3iox | /r/LocalLLaMA/comments/14i3iox/adding_personality_and_memory_to_create_characters/ | false | false | self | 9 | null |
New model using orca dataset | 73 | https://huggingface.co/psmathur/orca_mini_13b
orca_mini_13b
An OpenLLaMa-13B model model trained on explain tuned datasets, created using Instructions and Input from WizardLM, Alpaca & Dolly-V2 datasets and applying Orca Research Paper dataset construction approaches.
I am not the model creator | 2023-06-24T20:55:50 | https://www.reddit.com/r/LocalLLaMA/comments/14i3dog/new_model_using_orca_dataset/ | roobenTHICK | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14i3dog | false | null | t3_14i3dog | /r/LocalLLaMA/comments/14i3dog/new_model_using_orca_dataset/ | false | false | self | 73 | {'enabled': False, 'images': [{'id': 'aIWn_fGK7k0UZF60dQnhJaT4Yc_A8zXuRrcRc_DoxzI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/ieijcqFnguckWZvgGfbIdFG522g3PEyyd2mh0vOgzkk.jpg?width=108&crop=smart&auto=webp&s=4ea6814df014e96e5be87b2a2415529e032182ff', 'width': 108}, {'height': 116, 'url': 'h... |
Fine tune for a QNA chatbot | 1 | Hi!
I've been delving into the capabilities of LLMs for Q&A chatbots and am currently working with a dataset of 500 Q&As. My experience with GPT-4, combined with vector databases, has been quite positive - the answers it generates are impressive. However, I'm hitting a wall with two challenges: local deployment is ou... | 2023-06-24T20:22:57 | https://www.reddit.com/r/LocalLLaMA/comments/14i2mlf/fine_tune_for_a_qna_chatbot/ | Ethernalmind | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14i2mlf | false | null | t3_14i2mlf | /r/LocalLLaMA/comments/14i2mlf/fine_tune_for_a_qna_chatbot/ | false | false | self | 1 | null |
Koboldcpp How do I improve token generation speed with cuda | 6 | So I know how to use opencl and offload layers to the GPU with --clblast but is there something like a --cublast in koboldcpp | 2023-06-24T19:32:18 | https://www.reddit.com/r/LocalLLaMA/comments/14i1fui/koboldcpp_how_do_i_improve_token_generation_speed/ | GOD_HIMSELVES | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14i1fui | false | null | t3_14i1fui | /r/LocalLLaMA/comments/14i1fui/koboldcpp_how_do_i_improve_token_generation_speed/ | false | false | self | 6 | null |
Considering getting a Jetson AGX Orin.. anyone have experience with it? | 25 | I've been messing around with local models on the equipment I have (just gaming rig type stuff, also a pi cluster for the fun of it), which limits the usefulness of the model.
I'd really like to have a local model on a dedicated machine that I can connect into from my home network. | 2023-06-24T17:18:59 | [deleted] | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 14hyci4 | false | null | t3_14hyci4 | /r/LocalLLaMA/comments/14hyci4/considering_getting_a_jetson_agx_orin_anyone_have/ | false | false | 25 | {'enabled': True, 'images': [{'id': 'qT31HeNsZ99qRQIiPhgxhePV33XnxFIc4r4DBJS3Q8k', 'resolutions': [{'height': 170, 'url': 'https://preview.redd.it/z44bybzx108b1.jpg?width=108&crop=smart&auto=webp&s=57c59d2be484c4990e36de168c00a9a3aa749bcc', 'width': 108}, {'height': 340, 'url': 'https://preview.redd.it/z44bybzx108b1.jp... | ||
WizardLM-33B-V1.0-Uncensored | 259 | Following up on [https://www.reddit.com/r/LocalLLaMA/comments/14e4sw8](https://www.reddit.com/r/LocalLLaMA/comments/14e4sw8/wizardlm13bv10uncensored/?utm_source=share&utm_medium=web2x&context=3)
Today I released WizardLM-33B-V1.0-Uncensored
[https://huggingface.co/ehartford/WizardLM-33B-V1.0-Uncensored](https://huggi... | 2023-06-24T17:07:55 | https://www.reddit.com/r/LocalLLaMA/comments/14hy369/wizardlm33bv10uncensored/ | faldore | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14hy369 | false | null | t3_14hy369 | /r/LocalLLaMA/comments/14hy369/wizardlm33bv10uncensored/ | false | false | self | 259 | {'enabled': False, 'images': [{'id': 'SEuEn66m6N56xXsIFnynzlANOvkJZei8f88r0ztnS1A', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/a2LzA_zXE7-qkIoCF3zUxbaaxj85XA6K1S2P2ju92ro.jpg?width=108&crop=smart&auto=webp&s=4f89ebe9c9e8b177b8d4e559e0b83054be18a36d', 'width': 108}, {'height': 116, 'url': 'h... |
Max Generation Length vs. Context Window? | 6 | Noob question – what's the difference between the max tokens in the context window and the max number of tokens a model can generate?
​
Specifically referring to models like Alpaca and Vicuna. I think Alpaca has 512 tokens context window limit (I understand that this is how much you can pass into the prompt) a... | 2023-06-24T17:07:10 | https://www.reddit.com/r/LocalLLaMA/comments/14hy2js/max_generation_length_vs_context_window/ | karansdalal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14hy2js | false | null | t3_14hy2js | /r/LocalLLaMA/comments/14hy2js/max_generation_length_vs_context_window/ | false | false | self | 6 | null |
Does anyone have a price comparison breakdown of running llms on local hardware vs cloud gpu vs gpt-3 api? | 56 | Im curious what the price breakdown (per token?) would be for the running llms on local hardware vs cloud gpu vs gpt-3 api?
I would like to be able to answer a question like:
What would the fixed and operational costs be for running at least a gpt-3.5 quality llm if it was hosted in option A, B or C? And at what scal... | 2023-06-24T14:12:27 | https://www.reddit.com/r/LocalLLaMA/comments/14hu3av/does_anyone_have_a_price_comparison_breakdown_of/ | trv893 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14hu3av | false | null | t3_14hu3av | /r/LocalLLaMA/comments/14hu3av/does_anyone_have_a_price_comparison_breakdown_of/ | false | false | self | 56 | null |
What is the best 13b model? | 1 | [removed] | 2023-06-24T13:13:17 | https://www.reddit.com/r/LocalLLaMA/comments/14hss6r/what_is_the_best_13b_model/ | Asoery | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14hss6r | false | null | t3_14hss6r | /r/LocalLLaMA/comments/14hss6r/what_is_the_best_13b_model/ | false | false | default | 1 | null |
How big of a model can I run on 8GB of Vram? | 15 | I'm currently running an RTX 2080 Super Card. It has 8GB Vram on it. I've got 16GB of normal Ram. If I can run larger models what settings should I try? | 2023-06-24T11:40:10 | https://www.reddit.com/r/LocalLLaMA/comments/14hqutm/how_big_of_a_model_can_i_run_on_8gb_of_vram/ | TheArchivist314 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14hqutm | false | null | t3_14hqutm | /r/LocalLLaMA/comments/14hqutm/how_big_of_a_model_can_i_run_on_8gb_of_vram/ | false | false | self | 15 | null |
Total noob question about Llama and my GPU | 0 | [removed] | 2023-06-24T08:54:04 | https://www.reddit.com/r/LocalLLaMA/comments/14hnvyj/total_noob_question_about_llama_and_my_gpu/ | MajaroPro | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14hnvyj | false | null | t3_14hnvyj | /r/LocalLLaMA/comments/14hnvyj/total_noob_question_about_llama_and_my_gpu/ | false | false | default | 0 | null |
Rumor: GPT-4 is built from 8 smaller models hooked up | 0 | [deleted] | 2023-06-24T08:13:59 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 14hn88i | false | null | t3_14hn88i | /r/LocalLLaMA/comments/14hn88i/rumor_gpt4_is_built_from_8_smaller_models_hooked/ | false | false | default | 0 | null | ||
Web scraping for personal LLM use (not to go public) | 1 | [removed] | 2023-06-24T07:03:01 | https://www.reddit.com/r/LocalLLaMA/comments/14hm1dy/web_scraping_for_personal_llm_use_not_to_go_public/ | Medical-Confidence-4 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14hm1dy | false | null | t3_14hm1dy | /r/LocalLLaMA/comments/14hm1dy/web_scraping_for_personal_llm_use_not_to_go_public/ | false | false | default | 1 | null |
Best local model for documentation on A100. | 1 | [removed] | 2023-06-24T03:50:41 | https://www.reddit.com/r/LocalLLaMA/comments/14hil0z/best_local_model_for_documentation_on_a100/ | nestordemeure | self.LocalLLaMA | 2023-06-24T04:01:02 | 0 | {} | 14hil0z | false | null | t3_14hil0z | /r/LocalLLaMA/comments/14hil0z/best_local_model_for_documentation_on_a100/ | false | false | default | 1 | null |
Gpt4all | 1 | [removed] | 2023-06-24T03:27:32 | https://www.reddit.com/r/LocalLLaMA/comments/14hi5ft/gpt4all/ | waltercrypto | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14hi5ft | false | null | t3_14hi5ft | /r/LocalLLaMA/comments/14hi5ft/gpt4all/ | false | false | default | 1 | null |
Gpt4all and avx instructions | 0 | [removed] | 2023-06-24T01:21:02 | https://www.reddit.com/r/LocalLLaMA/comments/14hfmjd/gpt4all_and_avx_instructions/ | waltercrypto | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14hfmjd | false | null | t3_14hfmjd | /r/LocalLLaMA/comments/14hfmjd/gpt4all_and_avx_instructions/ | false | false | default | 0 | null |
Recommended blasbatchsize for speed | 6 | Does higher blasbatchsizes mean faster prompt ingestion | 2023-06-24T00:41:55 | https://www.reddit.com/r/LocalLLaMA/comments/14hesqt/recommended_blasbatchsize_for_speed/ | GOD_HIMSELVES | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14hesqt | false | null | t3_14hesqt | /r/LocalLLaMA/comments/14hesqt/recommended_blasbatchsize_for_speed/ | false | false | self | 6 | null |
How can I stop the output window from scrolling to the bottom? | 0 | [removed] | 2023-06-24T00:23:37 | https://www.reddit.com/r/LocalLLaMA/comments/14heenl/how_can_i_stop_the_output_window_from_scrolling/ | zapeggo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14heenl | false | null | t3_14heenl | /r/LocalLLaMA/comments/14heenl/how_can_i_stop_the_output_window_from_scrolling/ | false | false | default | 0 | null |
What 7b llm to use | 22 | Ive been deciding whether 7b llm to use, I thought about vicuna, wizardlm, wizard vicuna, mpt, gpt-j or other llms
but i cant decide which one is better, my main use is for non-writing instruct like math related, coding, and other stuff that involves logic reasoning, sometimes just to chat with
which one should i us... | 2023-06-23T23:55:44 | https://www.reddit.com/r/LocalLLaMA/comments/14hdscz/what_7b_llm_to_use/ | bot-333 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14hdscz | false | null | t3_14hdscz | /r/LocalLLaMA/comments/14hdscz/what_7b_llm_to_use/ | false | false | self | 22 | null |
Assume I'm an idiot - oogabooga LLaMa.cpp??! | 2 | Assume I'm an idiot pretending to not be an idiot who is pretending to be an idiot.
Help with the following, please?
Step by step - I already have oogabooga.
I need it to set up llama.cpp - put in the code, errors out. Have visual studio 2022 with desktop development c++.
Can someone break this down into itty bitt... | 2023-06-23T22:53:25 | https://www.reddit.com/r/LocalLLaMA/comments/14hcdd9/assume_im_an_idiot_oogabooga_llamacpp/ | BasicsOnly | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14hcdd9 | false | null | t3_14hcdd9 | /r/LocalLLaMA/comments/14hcdd9/assume_im_an_idiot_oogabooga_llamacpp/ | false | false | self | 2 | null |
ExLLama on Oobabooga (for Linux/WSL) | 11 | Right now this is a question, but I hope to edit this top into a solution at some point.
For those not in the "know, ExLlama is an extremely optimized GPTQ backend ("loader") for LLaMA models. It features much lower VRAM usage and much higher speeds due to not relying on unoptimized transformers code."
[https://githu... | 2023-06-23T22:36:23 | https://www.reddit.com/r/LocalLLaMA/comments/14hbzcd/exllama_on_oobabooga_for_linuxwsl/ | silenceimpaired | self.LocalLLaMA | 2023-06-25T20:38:56 | 0 | {} | 14hbzcd | false | null | t3_14hbzcd | /r/LocalLLaMA/comments/14hbzcd/exllama_on_oobabooga_for_linuxwsl/ | false | false | self | 11 | {'enabled': False, 'images': [{'id': 'W4TcSsufvUQQ_SMGwjSCeEsKHzmiYip87HP7LpTXhvY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/_iuQGXnnQut3GSEp1DMjHPsVn7Aaz6T1vD_b-kLbAjQ.jpg?width=108&crop=smart&auto=webp&s=89d7adf953998f0ed099f5c59fd7e194d5b4d73c', 'width': 108}, {'height': 108, 'url': 'h... |
How to disable the `bitsandbytes` intro message: | 2 | [removed] | 2023-06-23T21:08:12 | https://www.reddit.com/r/LocalLLaMA/comments/14h9uja/how_to_disable_the_bitsandbytes_intro_message/ | vishalgoklani | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14h9uja | false | null | t3_14h9uja | /r/LocalLLaMA/comments/14h9uja/how_to_disable_the_bitsandbytes_intro_message/ | false | false | default | 2 | null |
Any idea how ai_spongebob live stream is made? | 1 | [deleted] | 2023-06-23T20:31:13 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 14h8wy0 | false | null | t3_14h8wy0 | /r/LocalLLaMA/comments/14h8wy0/any_idea_how_ai_spongebob_live_stream_is_made/ | false | false | default | 1 | null | ||
What's going on with the Open LLM Leaderboard? | 133 | 2023-06-23T18:33:44 | https://huggingface.co/blog/evaluating-mmlu-leaderboard | kryptkpr | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 14h61dn | false | null | t3_14h61dn | /r/LocalLLaMA/comments/14h61dn/whats_going_on_with_the_open_llm_leaderboard/ | false | false | 133 | {'enabled': False, 'images': [{'id': 'lBmWtop5Ad8rDXuTsNaDnqyohAefKmRp8Ktjaf129xY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/PrWNX_obnGuq0z02X4a9f-BnhuYBtaQkCGgRtO0AbrQ.jpg?width=108&crop=smart&auto=webp&s=59513eabd52b38046305efa897a765a62c81956f', 'width': 108}, {'height': 108, 'url': 'h... | ||
Is anyone using local LLMs for their business? | 1 | [removed] | 2023-06-23T18:31:26 | https://www.reddit.com/r/LocalLLaMA/comments/14h5zbz/is_anyone_using_local_llms_for_their_business/ | Aggressive-Snow-835 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14h5zbz | false | null | t3_14h5zbz | /r/LocalLLaMA/comments/14h5zbz/is_anyone_using_local_llms_for_their_business/ | false | false | default | 1 | null |
Inference Speed vs. Quality Hacks? | 11 | I’m trying to test how to improve the output of an LLM by trading off on compute / inference speed.
So far, I’ve played around with Beam Search and tried some best of 16. I’m using Alpaca & Vicuna for my experiments.
Are there any other methods that could significantly increase output quality (even at crazy compute c... | 2023-06-23T18:03:44 | https://www.reddit.com/r/LocalLLaMA/comments/14h5byn/inference_speed_vs_quality_hacks/ | karansdalal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14h5byn | false | null | t3_14h5byn | /r/LocalLLaMA/comments/14h5byn/inference_speed_vs_quality_hacks/ | false | false | self | 11 | null |
Is there any simple guide for dummies? | 1 | [removed] | 2023-06-23T16:55:01 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 14h3man | false | null | t3_14h3man | /r/LocalLLaMA/comments/14h3man/is_there_any_simple_guide_for_dummies/ | false | false | default | 1 | null | ||
Conversational context ("short term memory" from one prompt to the next) - issues | 2 | So I am running LLaMaCpp on a machine with 64GB RAM, a 13900K (24 cores/32 threads at up to 5.8GHz), and a 4090. I have tried a number of models so far, and found that 33b models' responses are more or less realtime reading speed, whereas 65b responses do begin to show notable slowdown (I've been pining for more VRAM s... | 2023-06-23T16:04:07 | https://www.reddit.com/r/LocalLLaMA/comments/14h2djk/conversational_context_short_term_memory_from_one/ | FrontColonelShirt | self.LocalLLaMA | 2023-06-26T00:35:07 | 0 | {} | 14h2djk | false | null | t3_14h2djk | /r/LocalLLaMA/comments/14h2djk/conversational_context_short_term_memory_from_one/ | false | false | self | 2 | null |
How does using QLoRAs when running Llama on CPU work? | 7 | Hello everyone! I have some experience with general programming but I am completely new to the world of LLMs so I am just trying to figure out how things work.
As a disclaimer, I'll just say that my goal isn't developing an advanced, highly functional LLM-powered app. I am just trying to set everything up on my very m... | 2023-06-23T15:40:39 | https://www.reddit.com/r/LocalLLaMA/comments/14h1suy/how_does_using_qloras_when_running_llama_on_cpu/ | Prothy1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14h1suy | false | null | t3_14h1suy | /r/LocalLLaMA/comments/14h1suy/how_does_using_qloras_when_running_llama_on_cpu/ | false | false | self | 7 | null |
How to keep models from generating unwanted text in koboldcpp? | 1 | [removed] | 2023-06-23T15:02:15 | [deleted] | 2023-06-23T15:05:33 | 0 | {} | 14h0v2c | false | null | t3_14h0v2c | /r/LocalLLaMA/comments/14h0v2c/how_to_keep_models_from_generating_unwanted_text/ | false | false | default | 1 | null | ||
Benchmarks for performance degradarion using quantization | 6 | Is there a place where I can check the variation in performance of quantization methods applied to differents LLMs? | 2023-06-23T13:38:05 | https://www.reddit.com/r/LocalLLaMA/comments/14gytpt/benchmarks_for_performance_degradarion_using/ | themrzmaster | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14gytpt | false | null | t3_14gytpt | /r/LocalLLaMA/comments/14gytpt/benchmarks_for_performance_degradarion_using/ | false | false | self | 6 | null |
Trouble with hosting models with fastAPI | 1 | I used the load_quant and load_model functions from the textgen webui to load the WizardLM-30B-GPTQ models into langchain.
I am able to prompt the langchain pipeline to get outputs.
But, I tried loading this pipeline and using it through a fastAPI endpoint, hoping to send the prompt as a POST request, but here, I get... | 2023-06-23T13:18:38 | https://www.reddit.com/r/LocalLLaMA/comments/14gydpv/trouble_with_hosting_models_with_fastapi/ | CmplxQ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14gydpv | false | null | t3_14gydpv | /r/LocalLLaMA/comments/14gydpv/trouble_with_hosting_models_with_fastapi/ | false | false | self | 1 | null |
Fastchat-T5 | 51 | Why is no one talking about Fastchat-T5? It is 3B and performs extremely well. | 2023-06-23T13:18:23 | https://huggingface.co/lmsys/fastchat-t5-3b-v1.0 | Delicious-Farmer-234 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 14gydj5 | false | null | t3_14gydj5 | /r/LocalLLaMA/comments/14gydj5/fastchatt5/ | false | false | 51 | {'enabled': False, 'images': [{'id': 'uZWr6sWp7K0BcVvLsLCGoyThstg4ngpcvI1hWfMVDoM', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/o7Q4gmmPgW3jgQ5W-_5S6Ev4G6m4s5vItwWVN2q6nHE.jpg?width=108&crop=smart&auto=webp&s=85c678ba40949308d90f2723bc3b57e4a609693b', 'width': 108}, {'height': 116, 'url': 'h... | |
LlamaChat abnormally bad with LLaMa-7B | 0 | [removed] | 2023-06-23T13:13:39 | https://www.reddit.com/r/LocalLLaMA/comments/14gy9ph/llamachat_abnormally_bad_with_llama7b/ | jf7c8 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14gy9ph | false | null | t3_14gy9ph | /r/LocalLLaMA/comments/14gy9ph/llamachat_abnormally_bad_with_llama7b/ | false | false | default | 0 | null |
Quantum state of my Python 10 | 0 | [removed] | 2023-06-23T13:05:31 | https://www.reddit.com/r/LocalLLaMA/comments/14gy33i/quantum_state_of_my_python_10/ | kuroro86 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14gy33i | false | null | t3_14gy33i | /r/LocalLLaMA/comments/14gy33i/quantum_state_of_my_python_10/ | false | false | default | 0 | null |
Simple Utility in Go to download HuggingFace Models | 65 | Main Features:
* Recursive File Downloading of the Model
* Multithreaded downloading of large files (LFS)
* Simple utility that can used as library easily or just a single binary, all functionality in one go file and can be imported in any project
* SHA256 checksum verification for LFS downloaded models
* Simple File ... | 2023-06-23T12:18:38 | https://www.reddit.com/r/LocalLLaMA/comments/14gx3iu/simple_utility_in_go_to_download_huggingface/ | bodaaay | self.LocalLLaMA | 2023-06-25T17:38:43 | 0 | {} | 14gx3iu | false | null | t3_14gx3iu | /r/LocalLLaMA/comments/14gx3iu/simple_utility_in_go_to_download_huggingface/ | false | false | self | 65 | {'enabled': False, 'images': [{'id': 'L2cK0Y5b-CmcqpZWZG87HvxyrTaC1UX7au3J1IbBmJY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/CmeKXcyUXM1fswMF4QP25PmHh-mlQ5r1-kS2608DDmg.jpg?width=108&crop=smart&auto=webp&s=b6036673f8a7545c21f65e72e65586320fc4e658', 'width': 108}, {'height': 108, 'url': 'h... |
Ideal model for high resources | 1 | Hi,
I'm looking a for a model to finetune on a domain-specific dataset in order to accomplish and specific task (essentially named entity recognition). I could use up to 8xV100s if need be, I have access to Llama model weights, the big stipulation is the data is very sensitive so I can't allow it to leave our system, ... | 2023-06-23T12:01:24 | https://www.reddit.com/r/LocalLLaMA/comments/14gwqu8/ideal_model_for_high_resources/ | BlockPretty5695 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14gwqu8 | false | null | t3_14gwqu8 | /r/LocalLLaMA/comments/14gwqu8/ideal_model_for_high_resources/ | false | false | self | 1 | null |
GPU offloading | 14 | I'm using Oobabooga with text generation webui to run the 65b Gunaco model. I love it's generation, though it's quite slow (outputting around 1 token per second.) I was trying to speed it up using llama.cpp gpu acceleration, and hit a bit of a wall doing so. I really am clueless about pretty much everything involved, a... | 2023-06-23T11:32:02 | https://www.reddit.com/r/LocalLLaMA/comments/14gw5r7/gpu_offloading/ | bottlestuck | self.LocalLLaMA | 2023-06-24T07:36:37 | 0 | {} | 14gw5r7 | false | null | t3_14gw5r7 | /r/LocalLLaMA/comments/14gw5r7/gpu_offloading/ | false | false | self | 14 | {'enabled': False, 'images': [{'id': 'Zm_jcWoxlpJvbGSoj1H5mpOl8UMi0rfJYkgUHwzSCvA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Ch_vXF_DYorzRst-5BH9bUaUwrwJMPA9u5QUYsVP7LA.jpg?width=108&crop=smart&auto=webp&s=f73ad80d347c8f6a5bbffdf219c5298e691e5ac5', 'width': 108}, {'height': 108, 'url': 'h... |
Can anyone hazard a guess at the model behind https://beta.character.ai/ | 23 | I tried this a few days ago and it is creepily good. It seems to have an extremely long token length and the way it got my jokes, metaphor and in-jokes that I made up during the chat...like I said, creepily good. In many ways it behaves similarly to something like TheBloke_WizardLM-7B-Uncensored, but with some non-mora... | 2023-06-23T09:24:42 | https://www.reddit.com/r/LocalLLaMA/comments/14gtvc8/can_anyone_hazard_a_guess_at_the_model_behind/ | Crypt0Nihilist | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14gtvc8 | false | null | t3_14gtvc8 | /r/LocalLLaMA/comments/14gtvc8/can_anyone_hazard_a_guess_at_the_model_behind/ | false | false | self | 23 | null |
LLM for PDFs | 2 | [removed] | 2023-06-23T08:18:53 | https://www.reddit.com/r/LocalLLaMA/comments/14gsrzk/llm_for_pdfs/ | BfrogPrice2116 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14gsrzk | false | null | t3_14gsrzk | /r/LocalLLaMA/comments/14gsrzk/llm_for_pdfs/ | false | false | default | 2 | null |
How to finetune model using LORA in Text generation Web-UI (Oobabooga) ? | 1 | [removed] | 2023-06-23T08:11:47 | https://www.reddit.com/r/LocalLLaMA/comments/14gsnys/how_to_finetune_model_using_lora_in_text/ | TurbulentDelivery799 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14gsnys | false | null | t3_14gsnys | /r/LocalLLaMA/comments/14gsnys/how_to_finetune_model_using_lora_in_text/ | false | false | default | 1 | null |
AskYoutube - Ask anything with the power of LLMs | 1 | [removed] | 2023-06-23T07:28:09 | https://www.reddit.com/r/LocalLLaMA/comments/14gry4k/askyoutube_ask_anything_with_the_power_of_llms/ | AskYoutube | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14gry4k | false | null | t3_14gry4k | /r/LocalLLaMA/comments/14gry4k/askyoutube_ask_anything_with_the_power_of_llms/ | false | false | default | 1 | null |
I get this error every time I try to load a GPTQ model: safetensors does not contain metadata. Make sure to save your model with the `save_pretrained` method. Defaulting to 'pt' metadata. | 1 | [removed] | 2023-06-23T07:09:37 | https://www.reddit.com/r/LocalLLaMA/comments/14grmyg/i_get_this_error_every_time_i_try_to_load_a_gptq/ | Vanilla_Vampi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14grmyg | false | null | t3_14grmyg | /r/LocalLLaMA/comments/14grmyg/i_get_this_error_every_time_i_try_to_load_a_gptq/ | false | false | default | 1 | null |
Difference between 2-bit, 4-bit, 8-bit etc LLM models | 1 | [removed] | 2023-06-23T06:53:40 | https://www.reddit.com/r/LocalLLaMA/comments/14grck4/difference_between_2bit_4bit_8bit_etc_llm_models/ | TurbulentDelivery799 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14grck4 | false | null | t3_14grck4 | /r/LocalLLaMA/comments/14grck4/difference_between_2bit_4bit_8bit_etc_llm_models/ | false | false | default | 1 | null |
The end of the Internet as we know it… because of AI | 1 | [removed] | 2023-06-23T06:49:14 | https://www.reddit.com/r/LocalLLaMA/comments/14gr9qq/the_end_of_the_internet_as_we_know_it_because_of/ | krazzmann | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14gr9qq | false | null | t3_14gr9qq | /r/LocalLLaMA/comments/14gr9qq/the_end_of_the_internet_as_we_know_it_because_of/ | false | false | default | 1 | null |
Seeking Blogs/Websites with Detailed Hardware Requirements, including GPU, for LLM Model Training, Fine-tuning, and Inference | 1 | [removed] | 2023-06-23T06:31:09 | https://www.reddit.com/r/LocalLLaMA/comments/14gqyxp/seeking_blogswebsites_with_detailed_hardware/ | TurbulentDelivery799 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14gqyxp | false | null | t3_14gqyxp | /r/LocalLLaMA/comments/14gqyxp/seeking_blogswebsites_with_detailed_hardware/ | false | false | default | 1 | null |
Seeking Rankings and Regular Updates for LLM (Uncensored) Models | 1 | [removed] | 2023-06-23T06:23:57 | https://www.reddit.com/r/LocalLLaMA/comments/14gqudm/seeking_rankings_and_regular_updates_for_llm/ | TurbulentDelivery799 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14gqudm | false | null | t3_14gqudm | /r/LocalLLaMA/comments/14gqudm/seeking_rankings_and_regular_updates_for_llm/ | false | false | default | 1 | null |
How to make two different kinds of artists upset in the same move. - Read comments for more | 2 | 2023-06-23T05:47:42 | https://twitter.com/TheAIEve/status/1672111264779370496?s=20 | redfoxkiller | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 14gq7b3 | false | {'oembed': {'author_name': 'Eve', 'author_url': 'https://twitter.com/TheAIEve', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Hey everyone!<br><br>This has been in the works for a while... But my first song Legacy is out!<br><br>From what I can tell this is ... | t3_14gq7b3 | /r/LocalLLaMA/comments/14gq7b3/how_to_make_two_different_kinds_of_artists_upset/ | false | false | 2 | {'enabled': False, 'images': [{'id': '9hQn1mABtAOn5OlKK9BhuE6VxKJglkC4TaiKbJLAqMo', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/l-ip_hQghe4_XxWOt8hdlhBWWzZZ90ahErcVwc3T-1Q.jpg?width=108&crop=smart&auto=webp&s=01d9d162cc2de9617bcc83b21b76beecbac7fe0d', 'width': 108}], 'source': {'height': 14... | ||
Can oobabooga digest pdf's? | 1 | [removed] | 2023-06-23T05:42:44 | https://www.reddit.com/r/LocalLLaMA/comments/14gq43b/can_oobabooga_digest_pdfs/ | fractaldesigner | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14gq43b | false | null | t3_14gq43b | /r/LocalLLaMA/comments/14gq43b/can_oobabooga_digest_pdfs/ | false | false | default | 1 | null |
Preset Arena: final results | 70 | 2023-06-23T04:52:26 | https://github.com/oobabooga/oobabooga.github.io/blob/main/arena/results.md | oobabooga4 | github.com | 1970-01-01T00:00:00 | 0 | {} | 14gp7hw | false | null | t3_14gp7hw | /r/LocalLLaMA/comments/14gp7hw/preset_arena_final_results/ | false | false | 70 | {'enabled': False, 'images': [{'id': 'MOb-JpOJMEaXwgFSyklFM9HKsQ1cN1E3PZXIQelcIoo', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/buTUgV1lieEhHBz6oLlpjA28OB7lI1qtHi88drYF4Co.jpg?width=108&crop=smart&auto=webp&s=90560c82d4b2fa7cc00db2de2329b55f4cdd3064', 'width': 108}, {'height': 108, 'url': 'h... | ||
Where to start? Should I buy some P40s? | 3 | I'm looking to start dabbling with AI and LLA, I eventually want to learn how to train my own models. I currently have a homeserver with 2 xeons 2680v2 (20cores, 40threads) and 128gb ram (65gb used by vms). Only issue is, my motherboard doesn't have any pcie-16 slots but rather x8: [https://www.supermicro.com/QuickRefs... | 2023-06-23T04:47:12 | https://www.reddit.com/r/LocalLLaMA/comments/14gp40l/where_to_start_should_i_buy_some_p40s/ | fraschm98 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14gp40l | false | null | t3_14gp40l | /r/LocalLLaMA/comments/14gp40l/where_to_start_should_i_buy_some_p40s/ | false | false | self | 3 | null |
Do I still need to compile llama-cpp-python with cublas support in the last version of ooba to offload some layers of the model on my GPU or is alrready included? | 2 | [removed] | 2023-06-23T03:53:58 | https://www.reddit.com/r/LocalLLaMA/comments/14go3th/do_i_still_need_to_compile_llamacpppython_with/ | Vanilla_Vampi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14go3th | false | null | t3_14go3th | /r/LocalLLaMA/comments/14go3th/do_i_still_need_to_compile_llamacpppython_with/ | false | false | default | 2 | null |
Computer case for multiple 3-slot GPU? | 1 | [removed] | 2023-06-23T03:46:36 | https://www.reddit.com/r/LocalLLaMA/comments/14gnyl0/computer_case_for_multiple_3slot_gpu/ | gptzerozero | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14gnyl0 | false | null | t3_14gnyl0 | /r/LocalLLaMA/comments/14gnyl0/computer_case_for_multiple_3slot_gpu/ | false | false | default | 1 | null |
Think twice about getting the RTX 4060 ti | 9 | There's lots of articles lately talking about how it's not so bad, but they all needs to be taken with a grain of salt. I was looking forward to upgrading to it, but this article has me thinking twice.
​
[https://www.tweaktown.com/news/92003/nintendo-switch-emulation-team-at-yuzu-calls-nvidias-geforce-rtx-406... | 2023-06-23T03:26:25 | https://www.reddit.com/r/LocalLLaMA/comments/14gnkfw/think_twice_about_getting_the_rtx_4060_ti/ | Andvig | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14gnkfw | false | null | t3_14gnkfw | /r/LocalLLaMA/comments/14gnkfw/think_twice_about_getting_the_rtx_4060_ti/ | false | false | self | 9 | {'enabled': False, 'images': [{'id': 'mj9evlJfrw51SiQRM0CAMClb0gnOut9ofOfrbo4aSec', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/IVScPgOZNf_3ItdPXcmU4nFk3oQ64zl60GBEMaMPsF4.jpg?width=108&crop=smart&auto=webp&s=4ae8be09e6ac37e7d0b513d3b9c62e48ee989663', 'width': 108}, {'height': 121, 'url': 'h... |
How to finetune a LoRA with Data parallelism? | 5 | I tried finetuning a QLoRA on a 13b model using two 3090 at 4 bits but it seems like the single model is split across both GPU and each GPU keeps taking turns to be used for the finetuning process. This is not an efficient use of the GPUs.
Since a 13b model using Qlora can easily fit into a single 3090, I am looking t... | 2023-06-23T02:47:09 | https://www.reddit.com/r/LocalLLaMA/comments/14gmrm9/how_to_finetune_a_lora_with_data_parallelism/ | gptzerozero | self.LocalLLaMA | 2023-06-23T03:05:27 | 0 | {} | 14gmrm9 | false | null | t3_14gmrm9 | /r/LocalLLaMA/comments/14gmrm9/how_to_finetune_a_lora_with_data_parallelism/ | false | false | self | 5 | null |
I have multiple doubts about k-quant models and their 14 variations | 27 | What are the differences between the 14 variations of this model?
[https://huggingface.co/TheBloke/WizardLM-13B-V1.0-Uncensored-GGML/tree/main](https://huggingface.co/TheBloke/WizardLM-13B-V1.0-Uncensored-GGML/tree/main)
​
I understand the differences between RAM usage but what about the "S, M and L" variatio... | 2023-06-23T00:34:24 | https://www.reddit.com/r/LocalLLaMA/comments/14gjz8h/i_have_multiple_doubts_about_kquant_models_and/ | Vanilla_Vampi | self.LocalLLaMA | 2023-06-23T00:38:45 | 0 | {} | 14gjz8h | false | null | t3_14gjz8h | /r/LocalLLaMA/comments/14gjz8h/i_have_multiple_doubts_about_kquant_models_and/ | false | false | self | 27 | {'enabled': False, 'images': [{'id': 'm3_07kJUZO3tOi-61pFhrAVbFrhB2nEsO62ZU6Ok3tg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/3rIYvuPeS7nzYyaiUSpSaNRtX15AsxUuPQb5Kn4Nfpo.jpg?width=108&crop=smart&auto=webp&s=f083d887c923399f9048b7f5058aa584821e6439', 'width': 108}, {'height': 116, 'url': 'h... |
Processing a long document using superbooga with oobabooga? | 1 | [removed] | 2023-06-23T00:07:30 | https://www.reddit.com/r/LocalLLaMA/comments/14gjegv/processing_a_long_document_using_superbooga_with/ | chibop1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14gjegv | false | null | t3_14gjegv | /r/LocalLLaMA/comments/14gjegv/processing_a_long_document_using_superbooga_with/ | false | false | default | 1 | null |
Voice-interactive "Satan" character using whisper + llama + glue | 16 | I've always wanted to have a verbal, out-loud conversation with a deity, so I banged out a conglomeration of whisper.cpp + llama.cpp running Wizard-Vicuna-7B-Uncensored-GGML with llama executing as a piped subprocess, and added prompting to the startup to create a countenance of the character Satan from Milton's Paradi... | 2023-06-23T00:07:12 | https://www.reddit.com/r/LocalLLaMA/comments/14gje7z/voiceinteractive_satan_character_using_whisper/ | triggur | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14gje7z | false | null | t3_14gje7z | /r/LocalLLaMA/comments/14gje7z/voiceinteractive_satan_character_using_whisper/ | false | false | self | 16 | {'enabled': False, 'images': [{'id': 'zjgsL7YLner4e-C6PGBlSYAacYn32oYoEqAyHrokfJ8', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/ko1GtVs1x3JhjwVj0Ta0PCjQiGRZK4IYe7YGwwuqpz0.jpg?width=108&crop=smart&auto=webp&s=1a490e322b5b8246f4e5b338a4366328ca24ef28', 'width': 108}, {'height': 162, 'url': 'h... |
Do ooba booga support k-quant methods now? | 0 | [removed] | 2023-06-22T23:21:07 | https://www.reddit.com/r/LocalLLaMA/comments/14gidda/do_ooba_booga_support_kquant_methods_now/ | Vanilla_Vampi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14gidda | false | null | t3_14gidda | /r/LocalLLaMA/comments/14gidda/do_ooba_booga_support_kquant_methods_now/ | false | false | default | 0 | null |
How do you use superbooga extension for oobabooga? | 1 | [removed] | 2023-06-22T22:09:30 | https://www.reddit.com/r/LocalLLaMA/comments/14ggnll/how_do_you_use_superbooga_extension_for_oobabooga/ | chibop1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14ggnll | false | null | t3_14ggnll | /r/LocalLLaMA/comments/14ggnll/how_do_you_use_superbooga_extension_for_oobabooga/ | false | false | default | 1 | null |
List of different LLM Leaderboards | 1 | [removed] | 2023-06-22T21:24:14 | https://www.reddit.com/r/LocalLLaMA/comments/14gfihj/list_of_different_llm_leaderboards/ | div3rse_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14gfihj | false | null | t3_14gfihj | /r/LocalLLaMA/comments/14gfihj/list_of_different_llm_leaderboards/ | false | false | default | 1 | null |
Idea for Empowering Characters: Dynamic Adaptation, Autonomous Growth, and Enhanced Alignment in Long Conversations | 33 | Re-post of GitHub discussion to get more thoughts:
https://github.com/oobabooga/text-generation-webui/discussions/2811#top
Good evening/morning!
The idea is to enable LLMs/characters to dynamically modify variables in their base prompt/profile, enabling better alignment with decisions and changes throughout long conv... | 2023-06-22T20:56:08 | https://www.reddit.com/r/LocalLLaMA/comments/14geruy/idea_for_empowering_characters_dynamic_adaptation/ | skatardude10 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14geruy | false | null | t3_14geruy | /r/LocalLLaMA/comments/14geruy/idea_for_empowering_characters_dynamic_adaptation/ | false | false | self | 33 | {'enabled': False, 'images': [{'id': 'x8eW8jbsEve-Ntuxd1sw6LhqXjzbxyjJFE59ExCJbnI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/wI-0VkMSRlcKtnMKMpQ6LImkUESBtvxqMq4flVchV9o.jpg?width=108&crop=smart&auto=webp&s=93ef6663db8d4dae8561139b14c9bce9cfc581e7', 'width': 108}, {'height': 108, 'url': 'h... |
Performance difference between Linux and Windows | 7 | I've been performance testing different models and different quantizations (\~10 versions) using llama.cpp command line on Windows 10 and Ubuntu. The latter is 1.5-2x faster in both prompt processing and generation, and I get way more consistent TPS during multiple runs.
Interestingly, on Windows the pre-compiled AVX2... | 2023-06-22T20:42:17 | https://www.reddit.com/r/LocalLLaMA/comments/14geeud/performance_difference_between_linux_and_windows/ | mitirki | self.LocalLLaMA | 2023-06-22T21:39:21 | 0 | {} | 14geeud | false | null | t3_14geeud | /r/LocalLLaMA/comments/14geeud/performance_difference_between_linux_and_windows/ | false | false | self | 7 | null |
Optimal setup for larger models on 4090 | 10 | I've been in this space for a few weeks, came over from stable diffusion, i'm not a programmer or anything. I tried out llama.cpp and ggml before they had gpu offloading, models worked but very slow.
I have an rtx 4090 so wanted to use that to get the best local model set up I could. I setup WSL and text-webui, was a... | 2023-06-22T20:19:15 | https://www.reddit.com/r/LocalLLaMA/comments/14gdsxe/optimal_setup_for_larger_models_on_4090/ | timtulloch11 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14gdsxe | false | null | t3_14gdsxe | /r/LocalLLaMA/comments/14gdsxe/optimal_setup_for_larger_models_on_4090/ | false | false | self | 10 | null |
What have you done with finetuning and LoRAs? | 15 | I want to hear about what you've done!
What does your fine-tune do? How did you format the data? Which model did you use? What did you use to train it? What prompts did you use to test it? | 2023-06-22T20:01:52 | https://www.reddit.com/r/LocalLLaMA/comments/14gdckf/what_have_you_done_with_finetuning_and_loras/ | AutomataManifold | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14gdckf | false | null | t3_14gdckf | /r/LocalLLaMA/comments/14gdckf/what_have_you_done_with_finetuning_and_loras/ | false | false | self | 15 | null |
MosaicML open sources their model | 43 | https://venturebeat.com/ai/mosaicml-challenges-openai-with-its-new-open-source-language-model/ | 2023-06-22T18:39:11 | https://www.reddit.com/r/LocalLLaMA/comments/14gb82v/mosaicml_open_sources_their_model/ | someotherrandomwords | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14gb82v | false | null | t3_14gb82v | /r/LocalLLaMA/comments/14gb82v/mosaicml_open_sources_their_model/ | false | false | self | 43 | {'enabled': False, 'images': [{'id': 'TnevkBsWpBwdB8YEuAZLcWswNsZD1Z341LILfoQFbtI', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/C8I13f9aeLEiXw86GqrATxMbmQ6diFk4kS3SNFrHw8M.jpg?width=108&crop=smart&auto=webp&s=b133040eafa3f1bd5d626b290f3e2fb1fc32e1cb', 'width': 108}, {'height': 121, 'url': 'h... |
Thoughts on LLMs Being Used for ERP/Romantic Chatbots and the SW Industry | 28 | The use of uncensored models and ERP has continued to grow in popularity. I'd like to have an honest discussion about what that means for humans moving forward. Is it good? Bad? Both?
I'm sure most of us have heard of CarynAI. The creator, Caryn Marjorie, said she wanted to cure loneliness for her fan base. I read tha... | 2023-06-22T17:16:56 | https://www.reddit.com/r/LocalLLaMA/comments/14g9468/thoughts_on_llms_being_used_for_erpromantic/ | renegadellama | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14g9468 | false | null | t3_14g9468 | /r/LocalLLaMA/comments/14g9468/thoughts_on_llms_being_used_for_erpromantic/ | false | false | self | 28 | {'enabled': False, 'images': [{'id': 'ruQN1gbYkPixfvu2gMNyhLvOsMTsgxTEA02ThEtZ3IQ', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/twFmB3cJZuEk8ZuezFhVx9pRoWcXX1JIPqhF-oDY_uw.jpg?width=108&crop=smart&auto=webp&s=5634799bf14eb77373d2e390e6d8ac1ff9eb1a10', 'width': 108}, {'height': 113, 'url': 'h... |
We need a sensible standard | 29 | Instruction templates are always changing: Human/Assistant, Instruction/Response, and the list goes on. It would be nice if all the offshoot fine tuned models at least got it together and consistently trained models with the same pair…
Additionally, it’s annoying to me because (and maybe I’m wrong) it appears a lot o... | 2023-06-22T15:57:33 | https://www.reddit.com/r/LocalLLaMA/comments/14g7a2m/we_need_a_sensible_standard/ | silenceimpaired | self.LocalLLaMA | 2023-06-22T16:05:25 | 0 | {} | 14g7a2m | false | null | t3_14g7a2m | /r/LocalLLaMA/comments/14g7a2m/we_need_a_sensible_standard/ | false | false | self | 29 | null |
What is the approach for extraction of structured data from financial documents | 1 | I have some pdfs that have information about bonds and their performance. I was thinking if I could use LLMs to do this extraction. Is there any model that is recommended for this use case. And am new to training models for specific use case so any tips on how to train them for this scenario. | 2023-06-22T15:16:39 | https://www.reddit.com/r/LocalLLaMA/comments/14g691g/what_is_the_approach_for_extraction_of_structured/ | SisyphusRebel | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14g691g | false | null | t3_14g691g | /r/LocalLLaMA/comments/14g691g/what_is_the_approach_for_extraction_of_structured/ | false | false | self | 1 | null |
MPT-30B: Raising the bar for open-source foundation models | 263 | 2023-06-22T14:56:44 | https://www.mosaicml.com/blog/mpt-30b | rerri | mosaicml.com | 1970-01-01T00:00:00 | 0 | {} | 14g5qhi | false | null | t3_14g5qhi | /r/LocalLLaMA/comments/14g5qhi/mpt30b_raising_the_bar_for_opensource_foundation/ | false | false | 263 | {'enabled': False, 'images': [{'id': 'EeXzUCKBjydlerLHBFNvNhX4rG4IYagtrxCg_SaFKUQ', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/GvnI6cz5xXGkVjb-lwy1Q7ziwzPqL85FZc-KvSC1pt8.jpg?width=108&crop=smart&auto=webp&s=61a126666ca4b4a4d4c2242a8ff3096289e9ee1a', 'width': 108}, {'height': 112, 'url': 'h... | ||
Vicuna-33b v1.3 has been released | 102 | 2023-06-22T14:51:34 | https://huggingface.co/lmsys/vicuna-33b-v1.3 | Nabakin | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 14g5lx6 | false | null | t3_14g5lx6 | /r/LocalLLaMA/comments/14g5lx6/vicuna33b_v13_has_been_released/ | false | false | 102 | {'enabled': False, 'images': [{'id': 'BwcLyCGg33DOdhE3Mk97hh0-AqISC_nE5VSvBTso1TY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/CDukAzwuAh7HUKTK5HUXuevmjO3QB7A3jSnJZNZUMDk.jpg?width=108&crop=smart&auto=webp&s=c6cf7ce8c22d81fe83e2fc0154b0887e4301bd48', 'width': 108}, {'height': 116, 'url': 'h... | ||
Does anyone else enjoy simply having a debate with an LLM? | 42 | [deleted] | 2023-06-22T14:26:11 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 14g4z8k | false | null | t3_14g4z8k | /r/LocalLLaMA/comments/14g4z8k/does_anyone_else_enjoy_simply_having_a_debate/ | false | false | default | 42 | null | ||
Which LLM model in GPT4All would you recommend for academic use like research, document reading and referencing. | 4 | I just installed gpt4all on my MacOS M2 Air, and was wondering which model I should go for given my use case is mainly academic. | 2023-06-22T14:20:05 | https://www.reddit.com/r/LocalLLaMA/comments/14g4tnn/which_llm_model_in_gpt4all_would_you_recommend/ | Qwertyboss69420 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14g4tnn | false | null | t3_14g4tnn | /r/LocalLLaMA/comments/14g4tnn/which_llm_model_in_gpt4all_would_you_recommend/ | false | false | self | 4 | null |
What is the Best Training Data Format (CSV, text, JSON) for Fine-tuning Language Model with Conversation History? | 9 | Hello everyone! I'm seeking guidance on the training data format for fine-tuning a Language Model (LM) with conversation history to enhance its conversational abilities using dialogue datasets.
I've come across a valuable resource that provides Python scripts for creating datasets from dialogues, which can be found he... | 2023-06-22T13:49:22 | https://www.reddit.com/r/LocalLLaMA/comments/14g42lm/what_is_the_best_training_data_format_csv_text/ | TurbulentDelivery799 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14g42lm | false | null | t3_14g42lm | /r/LocalLLaMA/comments/14g42lm/what_is_the_best_training_data_format_csv_text/ | false | false | self | 9 | null |
Best for story writing? | 5 | I'm just now starting to get into Local LLMs (literally just a few minutes ago) and I was hoping for some direction to save me from spending hours doing research
I'm running a 4090 and 32Gb system RAM. I'm looking for something that gasps story concepts and can help me by giving me a rough draft. The longer the memory... | 2023-06-22T13:34:04 | https://www.reddit.com/r/LocalLLaMA/comments/14g3pcu/best_for_story_writing/ | Ok-Scar011 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14g3pcu | false | null | t3_14g3pcu | /r/LocalLLaMA/comments/14g3pcu/best_for_story_writing/ | false | false | self | 5 | null |
Attempt to run Llama on a remote server with chatbot-ui | 1 | hi! I really like the solution [https://github.com/keldenl/gpt-llama.cpp](https://github.com/keldenl/gpt-llama.cpp) which helps to deploy [https://github.com/mckaywrigley/chatbot-ui](https://github.com/mckaywrigley/chatbot-ui) on the local model. I am running this together with Wizard7b or 13b locally and it works fine... | 2023-06-22T12:15:00 | https://www.reddit.com/r/LocalLLaMA/comments/14g1xg1/attempt_to_run_llama_on_a_remote_server_with/ | Aplestrong | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14g1xg1 | false | null | t3_14g1xg1 | /r/LocalLLaMA/comments/14g1xg1/attempt_to_run_llama_on_a_remote_server_with/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'KZ4MH95gSBLXwrRYj9KBDHgddF_nN27jM9NvN4JEy88', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/1T0EAfGagcGJJVj4esfSZxi7QmVqSuCD0eA96XqH_dA.jpg?width=108&crop=smart&auto=webp&s=8b4829986b896f21c07a679811451fb873decd91', 'width': 108}, {'height': 108, 'url': 'h... |
Need help finding local LLM | 6 | Sorry... we got lost in the variety of available large language models.
We spend a lot of reading an watching youtube videos. But have not yet
been able to get the project up and running.
checked e.g.:
- https://medium.com/geekculture/list-of-open-sourced-fine-tuned-large-language-models-llm-8d95a2e0dc76
- https://gi... | 2023-06-22T11:25:35 | https://www.reddit.com/r/LocalLLaMA/comments/14g0web/need_help_finding_local_llm/ | vbd | self.LocalLLaMA | 2023-06-27T11:12:04 | 0 | {} | 14g0web | false | null | t3_14g0web | /r/LocalLLaMA/comments/14g0web/need_help_finding_local_llm/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': '66U9o_LU4nSitenoNOAE8D-uRa7BXF9oUao638_JbYQ', 'resolutions': [{'height': 68, 'url': 'https://external-preview.redd.it/G4prpdCMa0joJzc2wZ7G0b39ohCsj3IqFazrzoMY2Rk.jpg?width=108&crop=smart&auto=webp&s=4e4cc8742fbfc4ce60a456b50751974da5fcb11c', 'width': 108}, {'height': 137, 'url': 'h... |
KoboldCpp now supports GPU offload for MPT, GPT-2, GPT-J and GPT-NeoX, plus upgraded K-Quant matmul kernels for OpenCL | 67 | 2023-06-22T09:19:00 | https://github.com/LostRuins/koboldcpp/releases/tag/v1.32 | HadesThrowaway | github.com | 1970-01-01T00:00:00 | 0 | {} | 14fyjyi | false | null | t3_14fyjyi | /r/LocalLLaMA/comments/14fyjyi/koboldcpp_now_supports_gpu_offload_for_mpt_gpt2/ | false | false | 67 | {'enabled': False, 'images': [{'id': 'mIf7PnxpNMItLtQK1SqN9azpmHOLEknWisRI8z-TtJs', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/XKAW3H-ljRNOaTl0oA-RgGMh_w7eEdFnykzECyYcLuw.jpg?width=108&crop=smart&auto=webp&s=68ce3b74b350ec8a7ad9a824ba8c36ca17632f9c', 'width': 108}, {'height': 108, 'url': 'h... | ||
Fine-Tuning on a 3090 | 6 | Hello everyone,
I’m experimenting with LLMs and I’m interested in fine-tuning a model, even a small one. I already know what techniques can be used to fine tune LLMs efficiently, but I’m not sure about the memory requirements.
What size of model can I fit in a 3090 for finetuning? Is 7B too much for that card? | 2023-06-22T08:46:04 | https://www.reddit.com/r/LocalLLaMA/comments/14fxynl/finetuning_on_a_3090/ | fillo25 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14fxynl | false | null | t3_14fxynl | /r/LocalLLaMA/comments/14fxynl/finetuning_on_a_3090/ | false | false | self | 6 | null |
How do you quantize 16fp ggml to 4bit ggml? | 1 | [removed] | 2023-06-22T08:40:14 | https://www.reddit.com/r/LocalLLaMA/comments/14fxv5t/how_do_you_quantize_16fp_ggml_to_4bit_ggml/ | Artemis369212 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14fxv5t | false | null | t3_14fxv5t | /r/LocalLLaMA/comments/14fxv5t/how_do_you_quantize_16fp_ggml_to_4bit_ggml/ | false | false | default | 1 | null |
Textbooks Are All You Need | 1 | 2023-06-22T08:13:52 | https://arxiv.org/abs/2306.11644 | [deleted] | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 14fxeph | false | null | t3_14fxeph | /r/LocalLLaMA/comments/14fxeph/textbooks_are_all_you_need/ | false | false | default | 1 | null | |
Open Llama 7B Fine-tuned on Flan Instruction Dataset | 5 | Here’s a new model: https://twitter.com/enricoshippole/status/1671544986431528963?s=46&t=4Lg1z9tXUANCKLiHwRSk_A | 2023-06-22T08:04:11 | https://www.reddit.com/r/LocalLLaMA/comments/14fx8wc/open_llama_7b_finetuned_on_flan_instruction/ | Acrobatic-Site2065 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14fx8wc | false | null | t3_14fx8wc | /r/LocalLLaMA/comments/14fx8wc/open_llama_7b_finetuned_on_flan_instruction/ | false | false | self | 5 | null |
Qn about loading / accessing model matrices directly. | 4 | I have a background in model reduction / dimensionality reduction and I have some ideas I'd like to try to reduce model size. But, I am not familiar with how to to use or access transformer models and their matrices. I have a passing familiarity with transformer model structure (based on blog posts) and in short my ide... | 2023-06-22T07:39:07 | https://www.reddit.com/r/LocalLLaMA/comments/14fwsrr/qn_about_loading_accessing_model_matrices_directly/ | _supert_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14fwsrr | false | null | t3_14fwsrr | /r/LocalLLaMA/comments/14fwsrr/qn_about_loading_accessing_model_matrices_directly/ | false | false | self | 4 | null |
How do we proactively defend against government regulation? | 0 | [deleted] | 2023-06-22T07:11:28 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 14fwbm5 | false | null | t3_14fwbm5 | /r/LocalLLaMA/comments/14fwbm5/how_do_we_proactively_defend_against_government/ | true | false | default | 0 | null | ||
New pruning method, Wanda, can prune LLMs to 50% sparsity with no retraining or weight update needed and minimal degradation | 158 | The models after pruning can be used ***as is.*** Other methods require computationally expensive retraining or a weight update process.
Paper: [https://arxiv.org/abs/2306.11695](https://arxiv.org/abs/2306.11695)
Code: [https://github.com/locuslab/wanda](https://github.com/locuslab/wanda)
Excerpts:
>The argument co... | 2023-06-22T06:25:26 | https://www.reddit.com/r/LocalLLaMA/comments/14fvht9/new_pruning_method_wanda_can_prune_llms_to_50/ | llamaShill | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14fvht9 | false | null | t3_14fvht9 | /r/LocalLLaMA/comments/14fvht9/new_pruning_method_wanda_can_prune_llms_to_50/ | false | false | self | 158 | {'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... |
How to train LLM to other languages? | 2 | [removed] | 2023-06-22T06:19:43 | https://www.reddit.com/r/LocalLLaMA/comments/14fvdxo/how_to_train_llm_to_other_languages/ | omudake | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14fvdxo | false | null | t3_14fvdxo | /r/LocalLLaMA/comments/14fvdxo/how_to_train_llm_to_other_languages/ | false | false | default | 2 | null |
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