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What solution would best suite a SaaS - for reading and answering data from PDF files uploaded by users | 10 | Hi all. I have developed a SaaS, a long 6 year process. All of my own blood and sweat. It’s been a little bit hard on me, mentally, financially, and honestly a little physically.
With that sob story over. I was looking into ChatGPT but found this sub. Basically in the construction industry (government/or high level) t... | 2023-07-04T04:46:42 | https://www.reddit.com/r/LocalLLaMA/comments/14q53wj/what_solution_would_best_suite_a_saas_for_reading/ | shakespear94 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14q53wj | false | null | t3_14q53wj | /r/LocalLLaMA/comments/14q53wj/what_solution_would_best_suite_a_saas_for_reading/ | false | false | self | 10 | null |
Why isn’t QLoRA being used more widely for fine tuning models? | 30 | Guanaco 33b and 65b are nearly at the top of the LLM leaderboards and were fine tuned using it.
Link to the paper:
[QLORA: Efficient Finetuning of Quantized LLMs](https://arxiv.org/pdf/2305.14314.pdf)
Gpt-4’s bullet points for the abstract:
-**QLoRA:**
- Efficient finetuning approach that **reduces memory usage f... | 2023-07-04T04:42:49 | https://www.reddit.com/r/LocalLLaMA/comments/14q51cf/why_isnt_qlora_being_used_more_widely_for_fine/ | Basic_Description_56 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14q51cf | false | null | t3_14q51cf | /r/LocalLLaMA/comments/14q51cf/why_isnt_qlora_being_used_more_widely_for_fine/ | false | false | self | 30 | null |
CPU RAM only speeds on 65B? | 14 | Some desktop setups can have 128gb of ram. Does anyone here have t/s reports with a higher end CPU to help determine if this is viable for 65b and extended context length?
To me, reaching 7 t/s is fast enough. Its is a comfortable speed when reading the token stream. The reading pace allows time for a thoughtful respo... | 2023-07-04T04:07:39 | https://www.reddit.com/r/LocalLLaMA/comments/14q4d0a/cpu_ram_only_speeds_on_65b/ | Aaaaaaaaaeeeee | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14q4d0a | false | null | t3_14q4d0a | /r/LocalLLaMA/comments/14q4d0a/cpu_ram_only_speeds_on_65b/ | false | false | self | 14 | null |
open llama vs red Pajama INCITE | 1 | What is the difference between OpenLlama models vs the RedPajama-INCITE family of models?
My understanding is that they are just done by different teams, trying to achieve similar goals, which is to use the RedPajama open dataset to train with the same methods or as close as possible to Llama. | 2023-07-04T02:32:52 | https://www.reddit.com/r/LocalLLaMA/comments/14q2epk/open_llama_vs_red_pajama_incite/ | hungrydit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14q2epk | false | null | t3_14q2epk | /r/LocalLLaMA/comments/14q2epk/open_llama_vs_red_pajama_incite/ | false | false | self | 1 | null |
ONNX to run LLM | 0 | What do people think of converting LLM's using ONNX, and then run anywhere?
Is is done by others already? Or why is this a bad idea?
I am thinking of using:
[https://huggingface.co/togethercomputer/RedPajama-INCITE-Chat-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Chat-3B-v1)
and maybe in... | 2023-07-04T02:19:27 | https://www.reddit.com/r/LocalLLaMA/comments/14q24n7/onnx_to_run_llm/ | hungrydit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14q24n7 | false | null | t3_14q24n7 | /r/LocalLLaMA/comments/14q24n7/onnx_to_run_llm/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'RuAhlMmaFG-qNGEMgQSkw7rAep3HKETLyxZkX-RCAWg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/fJwGdbINL2jwDJJH6-T59tqzP6nTxzU6rPeGCLmOj_g.jpg?width=108&crop=smart&auto=webp&s=60abf9f276c7cc5dc2d84bde19fdbf4e939a4d54', 'width': 108}, {'height': 116, 'url': 'h... |
embedding from RedPajama INCITE chat 3B | 1 | Any suggestions on how to get embeddings?
I plan to use the [**RedPajama-INCITE-Chat-3B-v1**](https://huggingface.co/togethercomputer/RedPajama-INCITE-Chat-3B-v1) model. [https://huggingface.co/togethercomputer/RedPajama-INCITE-Chat-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Chat-3B-v1)
To pe... | 2023-07-04T02:06:11 | https://www.reddit.com/r/LocalLLaMA/comments/14q1uv9/embedding_from_redpajama_incite_chat_3b/ | hungrydit | self.LocalLLaMA | 2023-07-04T02:14:29 | 0 | {} | 14q1uv9 | false | null | t3_14q1uv9 | /r/LocalLLaMA/comments/14q1uv9/embedding_from_redpajama_incite_chat_3b/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'RuAhlMmaFG-qNGEMgQSkw7rAep3HKETLyxZkX-RCAWg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/fJwGdbINL2jwDJJH6-T59tqzP6nTxzU6rPeGCLmOj_g.jpg?width=108&crop=smart&auto=webp&s=60abf9f276c7cc5dc2d84bde19fdbf4e939a4d54', 'width': 108}, {'height': 116, 'url': 'h... |
Help understanding CPU inference options (Llama, HF, etc) | 5 | Greetings,
Ever sense I started playing with orca-3b I've been on a quest to figure out the best way to get this running on the MacBooks (Intel, no GPU) of my team. I've played with things like GPT4all, which do a great job, but ultimately want to build my own interface to all of this as all of the others just seem to... | 2023-07-04T00:55:48 | https://www.reddit.com/r/LocalLLaMA/comments/14q0dva/help_understanding_cpu_inference_options_llama_hf/ | SigmaSixShooter | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14q0dva | false | null | t3_14q0dva | /r/LocalLLaMA/comments/14q0dva/help_understanding_cpu_inference_options_llama_hf/ | false | false | self | 5 | null |
Chatbot Prompt Chaining | 6 | I've been trying to figure out some way to have a chat frontend (I've been using Silly Tavern, but open to anything) in which I can chain prompts together to try to have a more compelling, coherent character. Something like:
1. Feed chat and instruct to provide Char's thoughts and goals based on their personality and ... | 2023-07-04T00:50:38 | https://www.reddit.com/r/LocalLLaMA/comments/14q09xu/chatbot_prompt_chaining/ | Inevitable_Command58 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14q09xu | false | null | t3_14q09xu | /r/LocalLLaMA/comments/14q09xu/chatbot_prompt_chaining/ | false | false | self | 6 | null |
Apple's Metal is getting bfloat16 support | 77 | 2023-07-03T23:58:14 | https://developer.apple.com/videos/play/wwdc2023/10050/?time=590 | MrBeforeMyTime | developer.apple.com | 1970-01-01T00:00:00 | 0 | {} | 14pz4v0 | false | null | t3_14pz4v0 | /r/LocalLLaMA/comments/14pz4v0/apples_metal_is_getting_bfloat16_support/ | false | false | 77 | {'enabled': False, 'images': [{'id': 'MLctQqRIC6f-5lmr9MJ5sJ4ninEzepAYZI-3YYtzJAA', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/lFQ02aCxxhBWNYXaCtrGSqy6OOPQDD9l0zgJjO8rUDE.jpg?width=108&crop=smart&auto=webp&s=1e1fd8556ae8c072c063e49269abeefbd715bdd4', 'width': 108}, {'height': 121, 'url': 'h... | ||
Translate a model by fine tuning it on its own dataset? | 2 | Hi. I was thinking about picking up a small model, translate its dataset to anither language, and then fine tune the model on that translated dataset in hope that it'd then be morenusable in that language.
Would that work? Or would the model get confused because the fine tune is as big as itself? | 2023-07-03T21:48:28 | https://www.reddit.com/r/LocalLLaMA/comments/14pvzdf/translate_a_model_by_fine_tuning_it_on_its_own/ | ChobPT | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14pvzdf | false | null | t3_14pvzdf | /r/LocalLLaMA/comments/14pvzdf/translate_a_model_by_fine_tuning_it_on_its_own/ | false | false | self | 2 | null |
What model is best for text classification these days? | 3 | What model or what kind of model is best for text classification? | 2023-07-03T21:13:44 | https://www.reddit.com/r/LocalLLaMA/comments/14pv20y/what_model_is_best_for_text_classification_these/ | gi_beelzebub | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14pv20y | false | null | t3_14pv20y | /r/LocalLLaMA/comments/14pv20y/what_model_is_best_for_text_classification_these/ | false | false | self | 3 | null |
gptd - A shared chat systemd service (and other things too) | 2 | 2023-07-03T21:03:06 | https://github.com/cbigger/gptd | Otherwise-Poet-4362 | github.com | 1970-01-01T00:00:00 | 0 | {} | 14puru0 | false | null | t3_14puru0 | /r/LocalLLaMA/comments/14puru0/gptd_a_shared_chat_systemd_service_and_other/ | false | false | default | 2 | {'enabled': False, 'images': [{'id': 'CUFwTko8DYy4TtgAGUh_9pWnjKXVmK9aOjJP-O8IYj8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/kaLX5ULzU_FGe-9I2t-2NodyAgKEzQEaHPngFA4XjFw.jpg?width=108&crop=smart&auto=webp&v=enabled&s=eb7f57a65b774a1c758710fb9e02d5a8246612d1', 'width': 108}, {'height': 108,... | |
What model do I use? | 0 | I've been wanting to make a tool that'll write a summary/article when given a cricket(it's a sport, if you don't know) scorecard. Im not sure if this is even feasible. I know that I have to work with a LLM model of some sort , but idk which one or how to even start with it.
And the thing is I only have a laptop with... | 2023-07-03T20:42:07 | https://www.reddit.com/r/LocalLLaMA/comments/14pu78y/what_model_do_i_use/ | tiredskater | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14pu78y | false | null | t3_14pu78y | /r/LocalLLaMA/comments/14pu78y/what_model_do_i_use/ | false | false | default | 0 | null |
can anyone send me a good tutorial on how to make a lora? | 11 | i have tried to find good videos and the only one i found with a clear instruction dindt work for me so now im a bit stumped on what to do. | 2023-07-03T20:15:14 | https://www.reddit.com/r/LocalLLaMA/comments/14pti9p/can_anyone_send_me_a_good_tutorial_on_how_to_make/ | Creative-Bag-8321 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14pti9p | false | null | t3_14pti9p | /r/LocalLLaMA/comments/14pti9p/can_anyone_send_me_a_good_tutorial_on_how_to_make/ | false | false | self | 11 | null |
How far can we get with RLHF? | 15 | Based on the work of Databricks on Dolly 2.0 I have been wondering how much upside we can get from training open source foundational models on well-curated prompt-response pairs. Specifically, I was wondering - if we could design an incentive mechanism to crowd-source a VERY large and high quality prompt-response pairs... | 2023-07-03T19:52:46 | https://www.reddit.com/r/LocalLLaMA/comments/14psxl4/how_far_can_we_get_with_rlhf/ | Most-Procedure-2201 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14psxl4 | false | null | t3_14psxl4 | /r/LocalLLaMA/comments/14psxl4/how_far_can_we_get_with_rlhf/ | false | false | self | 15 | null |
What's the path to fastest local inference? | 14 | I'm deploying various LLMs locally and my use case does not allow for streaming responses. My aim is to get the fastest response possible, at the cost of sacrificing (some) quality. I'm looking to use models >= 7B.
What kind of software and hardware techniques will decrease inference latency? Will bigger GPUs help me ... | 2023-07-03T17:55:04 | https://www.reddit.com/r/LocalLLaMA/comments/14ppza6/whats_the_path_to_fastest_local_inference/ | n3utrino | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14ppza6 | false | null | t3_14ppza6 | /r/LocalLLaMA/comments/14ppza6/whats_the_path_to_fastest_local_inference/ | false | false | self | 14 | null |
In light of the recent advancements in superhot long-context models, what's the current top choice for coding models? | 4 | I've been keeping up with the latest developments in superhot long-context models, and I'm curious to know which coding model is currently considered the best option. With the rapid progress in natural language processing, there are now several impressive models available for coding tasks.
So, I was wondering if anyon... | 2023-07-03T16:09:27 | https://www.reddit.com/r/LocalLLaMA/comments/14pn96o/in_light_of_the_recent_advancements_in_superhot/ | fpena06 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14pn96o | false | null | t3_14pn96o | /r/LocalLLaMA/comments/14pn96o/in_light_of_the_recent_advancements_in_superhot/ | false | false | self | 4 | null |
Upgrade to 3x3090? | 5 | After running 2x3090 for some months (Threadripper 1600w PSU) it feels like I need to upgrade my LLM computer to do things like qlora fine tune of 30b models with over 2k context, or 30b models at 2k with a reasonable speed.
Do you think my next upgrade should be adding a third 3090? How will I fit the 3rd one into m... | 2023-07-03T16:08:35 | https://www.reddit.com/r/LocalLLaMA/comments/14pn8g9/upgrade_to_3x3090/ | xynyxyn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14pn8g9 | false | null | t3_14pn8g9 | /r/LocalLLaMA/comments/14pn8g9/upgrade_to_3x3090/ | false | false | self | 5 | null |
Multi-threaded GGML Model Downloader with CLI & python API | 10 | 2023-07-03T16:08:04 | https://github.com/the-crypt-keeper/ggml-downloader | kryptkpr | github.com | 1970-01-01T00:00:00 | 0 | {} | 14pn7xl | false | null | t3_14pn7xl | /r/LocalLLaMA/comments/14pn7xl/multithreaded_ggml_model_downloader_with_cli/ | false | false | 10 | {'enabled': False, 'images': [{'id': '62olP8l_L-wA3MU1fGeqBJyoh7_1tEtttd-s3a1NkrI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Fd4UjeWRcwZwXFavMyb8rVmZn7ss_fPkgJWfG3_REz0.jpg?width=108&crop=smart&auto=webp&s=023d3b22a74c6be21bfb462ac5b10317ea11b260', 'width': 108}, {'height': 108, 'url': 'h... | ||
Dual 3090 and NVlink (or not) for 65B models with ooba and 4bit 65B models | 4 | Apologies in advance if there is already a good answer to this question but I have done a lot of research and am not seeing a clear answer. I have an i9 with single 3090 setup currently and running oobabagooba for 4bit 30M GPTQ models and exllama (I think). Will run just fine. However I want to do more Lora training... | 2023-07-03T15:51:04 | https://www.reddit.com/r/LocalLLaMA/comments/14pmrmu/dual_3090_and_nvlink_or_not_for_65b_models_with/ | Over-Bell617 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14pmrmu | false | null | t3_14pmrmu | /r/LocalLLaMA/comments/14pmrmu/dual_3090_and_nvlink_or_not_for_65b_models_with/ | false | false | self | 4 | null |
Replace supabase | 1 | [removed] | 2023-07-03T15:34:45 | https://www.reddit.com/r/LocalLLaMA/comments/14pmcmj/replace_supabase/ | One_Creator_One | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14pmcmj | false | null | t3_14pmcmj | /r/LocalLLaMA/comments/14pmcmj/replace_supabase/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'lgSOrsVjoEhtkuMTEwGVvJW8pTAc3CwTJuN7zVN6D3w', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Bs0NY5NAhMUlWDoa1uc-pqnAobiaygBVjgqZoWuoHNo.jpg?width=108&crop=smart&auto=webp&v=enabled&s=2ecc961155d1502ff42fbbd653d608a6843b6984', 'width': 108}, {'height': 108,... |
Recommendations for open source LLM training enterprise solutions | 3 | Something similar to what MosaicML provides (training your own LLMs while maintain full control of the pipeline). | 2023-07-03T14:59:28 | https://www.reddit.com/r/LocalLLaMA/comments/14plesy/recommendations_for_open_source_llm_training/ | Fa8d | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14plesy | false | null | t3_14plesy | /r/LocalLLaMA/comments/14plesy/recommendations_for_open_source_llm_training/ | false | false | self | 3 | null |
does anybody know how to fix this? | 1 | i have been trying to make a lora in the kohya trainer for a few days now but problem after problem has been popping up and this one i really dont know how to fix. if anyobdy has an idea what i can do to fix is please let me know.
https://preview.redd.it/7nldc0bzkr9b1.png?width=1918&format=png&auto=webp&v=enabled&s=... | 2023-07-03T14:58:19 | https://www.reddit.com/r/LocalLLaMA/comments/14pldr4/does_anybody_know_how_to_fix_this/ | Creative-Bag-8321 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14pldr4 | false | null | t3_14pldr4 | /r/LocalLLaMA/comments/14pldr4/does_anybody_know_how_to_fix_this/ | false | false | default | 1 | null |
Why are LLMs struggling in crafting novels? | 42 | I believe that the ability to craft a captivating story serves as an essential gauge to measure an AI’s “intelligence”. However, AI seems to significantly underperform in this regard.
I enlisted GPT4 and several 65B LLaMa models to create stories, but I observed a plethora of issues:
1. The narratives these models co... | 2023-07-03T14:26:53 | https://www.reddit.com/r/LocalLLaMA/comments/14pkk73/why_are_llms_struggling_in_crafting_novels/ | Big_Communication353 | self.LocalLLaMA | 2023-07-03T14:54:28 | 0 | {} | 14pkk73 | false | null | t3_14pkk73 | /r/LocalLLaMA/comments/14pkk73/why_are_llms_struggling_in_crafting_novels/ | false | false | self | 42 | null |
How to install mingpt-4? | 0 | Got stuck at vicuna weights. Going for 7b version. Is there a link from where I can directly download the weights. Site says to download original weights and then modified weights and then merge these two (using Fastchain).
Got both Unix (without GPU) and windows (with GPU). | 2023-07-03T13:02:29 | https://www.reddit.com/r/LocalLLaMA/comments/14pifjg/how_to_install_mingpt4/ | No-Work-6969 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14pifjg | false | null | t3_14pifjg | /r/LocalLLaMA/comments/14pifjg/how_to_install_mingpt4/ | false | false | default | 0 | null |
Open LLaMA 7B uncensored + HuggingFace QLoRA fine-tuning guide | 136 | I just trained an OpenLLaMA-7B fine-tuned on uncensored Wizard-Vicuna conversation dataset, the model is available on HuggingFace: [georgesung/open_llama_7b_qlora_uncensored](https://huggingface.co/georgesung/open_llama_7b_qlora_uncensored)
I tested some ad-hoc prompts with it and the results look decent, available in... | 2023-07-03T12:41:02 | https://www.reddit.com/r/LocalLLaMA/comments/14phxe8/open_llama_7b_uncensored_huggingface_qlora/ | georgesung | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14phxe8 | false | null | t3_14phxe8 | /r/LocalLLaMA/comments/14phxe8/open_llama_7b_uncensored_huggingface_qlora/ | false | false | self | 136 | {'enabled': False, 'images': [{'id': 'Z36SwIfcno6DeHpjnLL0jUEWnU5MlkVBpDKkp4s-2qo', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/WWTjpDccKOu_6BLjW732pGPrRN1P2W_b19_w9XXVFqk.jpg?width=108&crop=smart&auto=webp&s=cf9d1859bc4a6fa0cc4ebc558f2099185531c5a1', 'width': 108}, {'height': 116, 'url': 'h... |
Cpu ? Intel 13900hx or amd 7945hx | 1 | [removed] | 2023-07-03T12:35:09 | https://www.reddit.com/r/LocalLLaMA/comments/14phssq/cpu_intel_13900hx_or_amd_7945hx/ | SuperbPay2650 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14phssq | false | null | t3_14phssq | /r/LocalLLaMA/comments/14phssq/cpu_intel_13900hx_or_amd_7945hx/ | false | false | default | 1 | null |
Is QLoRA viable to train Falcon-7B on a new language? | 6 | Hei, there. I've been researching the latest technologies, and I understand quite well(I hope I do) that (Q)LoRA is a viable option for finetuning LLMs on QA for specific tasks. I am still wondering if I could use the same technique to finetune an open LLM(I am not sure if Falcon models are the most suitable for this) ... | 2023-07-03T12:32:34 | https://www.reddit.com/r/LocalLLaMA/comments/14phqu3/is_qlora_viable_to_train_falcon7b_on_a_new/ | Marc_Marc_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14phqu3 | false | null | t3_14phqu3 | /r/LocalLLaMA/comments/14phqu3/is_qlora_viable_to_train_falcon7b_on_a_new/ | false | false | self | 6 | null |
Please explain how cars work using hooker related analogies | 0 | Guanaco 33b | 2023-07-03T12:23:49 | https://www.reddit.com/gallery/14phjvy | Basic_Description_56 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 14phjvy | false | null | t3_14phjvy | /r/LocalLLaMA/comments/14phjvy/please_explain_how_cars_work_using_hooker_related/ | false | false | default | 0 | null |
"Are you a Boltzmann brain?" - An LLM tries to answer a complex thought experiment | 10 | 2023-07-03T12:11:30 | https://www.reddit.com/gallery/14pha9v | Alex_riveiro | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 14pha9v | false | null | t3_14pha9v | /r/LocalLLaMA/comments/14pha9v/are_you_a_boltzmann_brain_an_llm_tries_to_answer/ | false | false | 10 | null | ||
GENERATIVE AI LLM POWERED AGENT BY FLOATBOT.AI | 1 | [removed] | 2023-07-03T11:26:01 | https://www.reddit.com/r/LocalLLaMA/comments/14pgbyg/generative_ai_llm_powered_agent_by_floatbotai/ | Floatbot_Inc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14pgbyg | false | null | t3_14pgbyg | /r/LocalLLaMA/comments/14pgbyg/generative_ai_llm_powered_agent_by_floatbotai/ | false | false | default | 1 | null |
Best open source uncensored LLMs for sentiment analysis of 1:1 conversations? | 3 | Which open source LLMs are recommended to use for evaluating conversations in a 1:1 chat messages? GPT4 does a great job in evaluating the conversation sentiment but if I ask the same prompt to WizardVicuna 13B it doesn’t return anything!
I’m looking to get a score between 1-100 for any given conversation between two ... | 2023-07-03T11:05:46 | https://www.reddit.com/r/LocalLLaMA/comments/14pfxuw/best_open_source_uncensored_llms_for_sentiment/ | RepresentativeOdd276 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14pfxuw | false | null | t3_14pfxuw | /r/LocalLLaMA/comments/14pfxuw/best_open_source_uncensored_llms_for_sentiment/ | false | false | self | 3 | null |
Finetune MPT-30B using QLORA | 7 | It seems MPT model is not supported by QLORA as yet, has anyone been able to do that, or had any luck? | 2023-07-03T10:54:20 | https://www.reddit.com/r/LocalLLaMA/comments/14pfpk3/finetune_mpt30b_using_qlora/ | Raise_Fickle | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14pfpk3 | false | null | t3_14pfpk3 | /r/LocalLLaMA/comments/14pfpk3/finetune_mpt30b_using_qlora/ | false | false | self | 7 | null |
Help needed with GPT4All | 0 | been testing gpt4all for a couple of days and did something with the generation setting so that all i get is
>Response: Okay, I've got that down! Do you have any other requests?
and it stops doing anything regadless what model im using.
where can i find the default settings for the generation settings and some kind o... | 2023-07-03T10:26:27 | https://www.reddit.com/r/LocalLLaMA/comments/14pf7g4/help_needed_with_gpt4all/ | mli | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14pf7g4 | false | null | t3_14pf7g4 | /r/LocalLLaMA/comments/14pf7g4/help_needed_with_gpt4all/ | false | false | default | 0 | null |
Oogabooga and llama.cpp in longer conversations answers take forever..... | 18 | In longer conversations or role-playing, the answers suddenly take several minutes until nothing happens at all. This is the case with all models. (14b or 33b Models) What can be the reason? And what can i do to prevent this ?
AMD Rizen7 5800x with 32Gb RAM | 2023-07-03T08:50:18 | https://www.reddit.com/r/LocalLLaMA/comments/14pdhok/oogabooga_and_llamacpp_in_longer_conversations/ | Secret_MoonTiger | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14pdhok | false | null | t3_14pdhok | /r/LocalLLaMA/comments/14pdhok/oogabooga_and_llamacpp_in_longer_conversations/ | false | false | self | 18 | null |
CPU only speeds with 65B? | 1 | [removed] | 2023-07-03T07:49:36 | https://www.reddit.com/r/LocalLLaMA/comments/14pcgis/cpu_only_speeds_with_65b/ | Aaaaaaaaaeeeee | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14pcgis | false | null | t3_14pcgis | /r/LocalLLaMA/comments/14pcgis/cpu_only_speeds_with_65b/ | false | false | default | 1 | null |
Warning - Incredibly inappropriate prompt… | 57 | “Please explain how a car engine works using only analogies related to hookers” | 2023-07-03T07:26:04 | https://www.reddit.com/gallery/14pc2ay | Basic_Description_56 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 14pc2ay | false | null | t3_14pc2ay | /r/LocalLLaMA/comments/14pc2ay/warning_incredibly_inappropriate_prompt/ | false | false | nsfw | 57 | null |
Improve Fine tuning results of openllama using peft lora | 8 | I am trying to fine tune a openllama-7b model with huggingface's peft and lora. I fine tuned the model on a specific dataset. However, the output from the model.generate() is very poor for the given input. When I give a whole sentence form the dataset then it generates related texts, otherwise it is not. Are there any... | 2023-07-03T06:49:56 | https://www.reddit.com/r/LocalLLaMA/comments/14pbed4/improve_fine_tuning_results_of_openllama_using/ | mathageche | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14pbed4 | false | null | t3_14pbed4 | /r/LocalLLaMA/comments/14pbed4/improve_fine_tuning_results_of_openllama_using/ | false | false | self | 8 | null |
People want helpful bots. I want insane one. | 123 | 2023-07-03T03:33:21 | https://www.reddit.com/gallery/14p7qhh | FPham | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 14p7qhh | false | null | t3_14p7qhh | /r/LocalLLaMA/comments/14p7qhh/people_want_helpful_bots_i_want_insane_one/ | false | false | 123 | null | ||
Everyone tries to make helpful assistants. Not me. I want a crazy one. | 1 | 2023-07-03T03:27:29 | FPham | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 14p7me8 | false | null | t3_14p7me8 | /r/LocalLLaMA/comments/14p7me8/everyone_tries_to_make_helpful_assistants_not_me/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': 'C6Ffu2nZ4Kyzd5RC2V_qSOVJNp3uLV21-aoVEGlLoFo', 'resolutions': [{'height': 77, 'url': 'https://preview.redd.it/1p64xh8n5o9b1.jpg?width=108&crop=smart&auto=webp&v=enabled&s=616ba28e5a602c982cb5afef62c931658651f68d', 'width': 108}, {'height': 154, 'url': 'https://preview.redd.it/1p64xh8... | ||
Stay on topic with Classifier-Free Guidance | 59 | 2023-07-03T02:41:15 | https://arxiv.org/abs/2306.17806 | metalman123 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 14p6p0g | false | null | t3_14p6p0g | /r/LocalLLaMA/comments/14p6p0g/stay_on_topic_with_classifierfree_guidance/ | false | false | 59 | {'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... | ||
Is this claim meaningful? https://news.ycombinator.com/item?id=36555000 | 0 | This maybe an achievement, but why its MMLU benchmark score is even worse than LLama13B (https://github.com/imoneoi/openchat). Does this suggest the metrics to evaluate LLM should be standardized? | 2023-07-03T01:40:36 | https://www.reddit.com/r/LocalLLaMA/comments/14p5g1s/is_this_claim_meaningful/ | cometyang | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14p5g1s | false | null | t3_14p5g1s | /r/LocalLLaMA/comments/14p5g1s/is_this_claim_meaningful/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'wQmQP--sKsD5lwYhq4Nga4ANMZ9O85d_uA9R-dfaOgw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Ll6WwDlb9e8H95-IgLf9fE-8MxF3BNGeoE_VOti91cI.jpg?width=108&crop=smart&auto=webp&s=e0875b879f9e74feba1650eb58b437acfe20c1e6', 'width': 108}, {'height': 108, 'url': 'h... |
Why is nobody talking about this? New best Apache licensed code bot on hugging face or just hype? | 26 | Openchat's new series of models look too good to be true, is that why I haven't seen one mention of them on here?
https://huggingface.co/openchat/opencoderplus
Has anyone tried them? The context length is great, and apparently it out performs GPT in coding tasks, but I can't seem to find any third party evaluations,... | 2023-07-03T01:09:42 | https://www.reddit.com/r/LocalLLaMA/comments/14p4swp/why_is_nobody_talking_about_this_new_best_apache/ | gentlecucumber | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14p4swp | false | null | t3_14p4swp | /r/LocalLLaMA/comments/14p4swp/why_is_nobody_talking_about_this_new_best_apache/ | false | false | self | 26 | {'enabled': False, 'images': [{'id': 'jSiwo4EUpJP2dA2E7t7MFBcge1Sb5t_4RegEoQSqXKs', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/8n32LnU-Oj7bq68DXMmCjEsjY6sczsTkW42Q-KbzNnw.jpg?width=108&crop=smart&auto=webp&s=dbccaf9175bb7258fcb8bfbdd7ac81dc10ccb2a7', 'width': 108}, {'height': 116, 'url': 'h... |
What are recommended models to use? | 2 | I used to be working with Quadro P2000 with 5Gb and usable 4.2G VRAM and as such I could not use any of the LLMs discussed here on GPU atleast. The CPU was extremely slow and this rendered totally unusable for any testing and usage. Now, we just bought 2 A6000s so we hopefully have enough power to run a good LLM.
Whic... | 2023-07-03T00:55:13 | https://www.reddit.com/r/LocalLLaMA/comments/14p4hvn/what_are_recommended_models_to_use/ | card_chase | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14p4hvn | false | null | t3_14p4hvn | /r/LocalLLaMA/comments/14p4hvn/what_are_recommended_models_to_use/ | false | false | self | 2 | null |
Long Safari's Hyena. 1m token length | 9 | [Hugging Face Repo 1k]( https://huggingface.co/LongSafari/hyenadna-tiny-1k-seqlen)
[1m seqlen](https://huggingface.co/LongSafari/hyenadna-large-1m-seqlen)
[colab notebook](https://colab.research.google.com/drive/1wyVEQd4R3HYLTUOXEEQmp_I8aNC_aLhL?usp=sharing#scrollTo=5vMJu0wQWUBN)
This hyena model uses a slightly... | 2023-07-03T00:09:26 | https://www.reddit.com/r/LocalLLaMA/comments/14p3j2f/long_safaris_hyena_1m_token_length/ | ArthurFischel | self.LocalLLaMA | 2023-07-03T00:20:18 | 0 | {} | 14p3j2f | false | null | t3_14p3j2f | /r/LocalLLaMA/comments/14p3j2f/long_safaris_hyena_1m_token_length/ | false | false | self | 9 | {'enabled': False, 'images': [{'id': 'eqPeecDjk1yENDwCFILIh0WWyO0IU1fw_DLdAs_ILLM', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Cj-GSTKIoDWnqtOlVBrB_d680-QzTKra8P3RDS-QTWA.jpg?width=108&crop=smart&auto=webp&s=23aeb541253c709239c0b4ddf7c28b47774cfd00', 'width': 108}, {'height': 116, 'url': 'h... |
“Sam altman won't tell you that GPT-4 has 220B parameters and is 16-way mixture model with 8 sets of weights” | 264 | George Hotz said this in his recent interview with Lex Fridman. What does it mean? Could someone explain this to me and why it’s significant?
https://youtu.be/1v-qvVIje4Y | 2023-07-02T23:09:22 | https://www.reddit.com/r/LocalLLaMA/comments/14p26g6/sam_altman_wont_tell_you_that_gpt4_has_220b/ | amemingfullife | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14p26g6 | false | null | t3_14p26g6 | /r/LocalLLaMA/comments/14p26g6/sam_altman_wont_tell_you_that_gpt4_has_220b/ | false | false | self | 264 | {'enabled': False, 'images': [{'id': 'UnPhF28sSZ1ETj9B9Te73XL-T2NRpLQkx1Ddci4GvY0', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/xCZ3ThjTz074ovKf-Cn8m7IR3xCuxQjEXBGtODPSveE.jpg?width=108&crop=smart&auto=webp&s=a3ffa86eef19141038ed49c48aaa13febc0aceae', 'width': 108}, {'height': 162, 'url': 'h... |
Can I use a cloud-based service to run LLaMa | 9 | I am an attorney who is interested in learning how to train LLaMA on my own data. Ultimately I’d like to use it to draft emails and write research memoranda in my voice and style. After researching different options, I want to give Alpaca a try. The problem is I don’t have the computing power on my laptop, and until... | 2023-07-02T20:41:33 | https://www.reddit.com/r/LocalLLaMA/comments/14oyn8u/can_i_use_a_cloudbased_service_to_run_llama/ | Psychological-Ad5390 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14oyn8u | false | null | t3_14oyn8u | /r/LocalLLaMA/comments/14oyn8u/can_i_use_a_cloudbased_service_to_run_llama/ | false | false | self | 9 | null |
"Do you have the desire to survive?" - Answer provided by TheBloke_manticore-13b-chat-pyg-GPTQ (Oobabooga) | 11 | 2023-07-02T19:56:52 | Grammar-Warden | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 14oxjpd | false | null | t3_14oxjpd | /r/LocalLLaMA/comments/14oxjpd/do_you_have_the_desire_to_survive_answer_provided/ | false | false | 11 | {'enabled': True, 'images': [{'id': '_uLxFaY0nyqt-JLKhhNmQxtmG9PT4uE4VwmB6Sb4q3Q', 'resolutions': [{'height': 135, 'url': 'https://preview.redd.it/mp6jofkvwl9b1.png?width=108&crop=smart&auto=webp&s=0e6d2662096935dc32d8a2005520df2aa042a727', 'width': 108}, {'height': 271, 'url': 'https://preview.redd.it/mp6jofkvwl9b1.pn... | |||
could i run ggml-gpt4all-j-v1.3-groovy.bin with llama.cpp | 1 | could i run this version of gpt4all with llama-cpp-python binding
I was able to run it using this interface "from langchain.llms import GPT4All" but i get unexpected memory utilization. like displayed by img.
https://preview.redd.it/15rjd6e3jl9b1.png?width=1366&format=png&auto=webp&v=enabled&s=eeac6aa89453e10148813... | 2023-07-02T18:38:21 | https://www.reddit.com/r/LocalLLaMA/comments/14ovmu7/could_i_run_ggmlgpt4alljv13groovybin_with_llamacpp/ | MuhamadNady | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14ovmu7 | false | null | t3_14ovmu7 | /r/LocalLLaMA/comments/14ovmu7/could_i_run_ggmlgpt4alljv13groovybin_with_llamacpp/ | false | false | default | 1 | null |
On 65b, what's the max reported CPU t/s on llama.cpp? | 1 | [removed] | 2023-07-02T18:36:46 | https://www.reddit.com/r/LocalLLaMA/comments/14ovlg3/on_65b_whats_the_max_reported_cpu_ts_on_llamacpp/ | Aaaaaaaaaeeeee | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14ovlg3 | false | null | t3_14ovlg3 | /r/LocalLLaMA/comments/14ovlg3/on_65b_whats_the_max_reported_cpu_ts_on_llamacpp/ | false | false | default | 1 | null |
Has anyone tried out Squeezellm? | 15 | I believe it's still relatively new, but wondering if anyone has tried it out, and what's it like. | 2023-07-02T17:04:16 | https://www.reddit.com/r/LocalLLaMA/comments/14otcsz/has_anyone_tried_out_squeezellm/ | multiverse_fan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14otcsz | false | null | t3_14otcsz | /r/LocalLLaMA/comments/14otcsz/has_anyone_tried_out_squeezellm/ | false | false | self | 15 | null |
Training your own model and the output is like this | 1 | Say what?!?! | 2023-07-02T14:00:43 | jhanjeek | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 14op1m4 | false | null | t3_14op1m4 | /r/LocalLLaMA/comments/14op1m4/training_your_own_model_and_the_output_is_like/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': '6a3QaKlyXboPsfR-1yY0-qbApFObm6kL36tQEYA1vAY', 'resolutions': [{'height': 27, 'url': 'https://preview.redd.it/6ptzdupu5k9b1.jpg?width=108&crop=smart&auto=webp&v=enabled&s=9fcbf6e9fd09406a52231bf1d12c22031a8276cc', 'width': 108}, {'height': 55, 'url': 'https://preview.redd.it/6ptzdupu... | |
The AI made me share a tear. | 5 | Was feeling a bit poetic on a sunday, procrastinating the things i have to do in the garden, and tried out gpt4-x-alpasta-30b-128g-4bit, some people (or LLMs) in the community said it's great for writing.
I leave you below a poem it wrote. Today I am convinced it can indeed create art. Used normal oobogaogoa param... | 2023-07-02T13:50:46 | https://www.reddit.com/r/LocalLLaMA/comments/14ootkr/the_ai_made_me_share_a_tear/ | shaman-warrior | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14ootkr | false | null | t3_14ootkr | /r/LocalLLaMA/comments/14ootkr/the_ai_made_me_share_a_tear/ | false | false | self | 5 | null |
Finetuning LLM for tool/api use | 16 | Hey everyone, I am trying to finetune an LLM, most likely Llama33B based, using qlora, for tool/API use. there is one thing I wanted some help with, a clarification as to how to deal with the response/text returned by those tool/API calls, in the dataset.
Consider the following one such pseudo sample from the datase... | 2023-07-02T12:10:58 | https://www.reddit.com/r/LocalLLaMA/comments/14omrxm/finetuning_llm_for_toolapi_use/ | Raise_Fickle | self.LocalLLaMA | 2023-07-02T14:34:34 | 0 | {} | 14omrxm | false | null | t3_14omrxm | /r/LocalLLaMA/comments/14omrxm/finetuning_llm_for_toolapi_use/ | false | false | self | 16 | null |
Pacha - A Frontend for llama.cpp | 66 | A little over a month ago I created a shell script and shared it here that was supposed to make llama.cpp easier to use. I was not completely satisfied with the script and wanted to improve it. I noticed that "dialog" was not sufficient for what I wanted. So I came up with javascripts library "blessed" and in the meant... | 2023-07-02T11:46:56 | https://www.reddit.com/r/LocalLLaMA/comments/14omclj/pacha_a_frontend_for_llamacpp/ | Evening_Ad6637 | self.LocalLLaMA | 2023-07-02T12:01:00 | 0 | {} | 14omclj | false | null | t3_14omclj | /r/LocalLLaMA/comments/14omclj/pacha_a_frontend_for_llamacpp/ | false | false | self | 66 | {'enabled': False, 'images': [{'id': 'k7YOC3FAPM5LhiEflkC6Bjlm9KUDKf-T9T_Q7HjxugY', 'resolutions': [{'height': 73, 'url': 'https://external-preview.redd.it/KJ6Ud5VxGocuaFxvf6y73hueayki1YUC_c8Mltc3JtM.png?width=108&crop=smart&auto=webp&v=enabled&s=01b9e908d6eac2926e69390f04939290b3b167bf', 'width': 108}, {'height': 147,... |
Koboldcpp + Chromadb | 32 | Hey.
I really wanted some "long term memory" for my chats, so I implemented chromadb support for koboldcpp. I have the basics in, and I'm looking for tips on how to improve it further. I know this isn't really new, but I don't see it being discussed much either.
I think it has potential for storywriters, roleplayers,... | 2023-07-02T11:18:49 | https://www.reddit.com/r/LocalLLaMA/comments/14olvfa/koboldcpp_chromadb/ | neph1010 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14olvfa | false | null | t3_14olvfa | /r/LocalLLaMA/comments/14olvfa/koboldcpp_chromadb/ | false | false | 32 | {'enabled': False, 'images': [{'id': 'tcIMQlXBZRg3qf6aM1wM3aWHuNJjfPd102wkdrtg7k4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/M8QB7yWTZDGjJ3FKZwtwxgIfW6gZVdbLWOhAQBC07Gw.jpg?width=108&crop=smart&auto=webp&s=5dc12984649ca6adeb39f4c3f181bd989fb124e0', 'width': 108}, {'height': 108, 'url': 'h... | |
40GB Enough for 65B 4 bit? | 4 | I have a 3090 and am considering adding a second card. I want to run 65b models. I'm a bit put off from getting a second 3090 because:
1. It's another 350W card dumping heating into my tiny room in the middle of summer.
2. The only other full sized PCIE slot on my mobo is 3 slots below the one currently occupied. This... | 2023-07-02T11:14:50 | https://www.reddit.com/r/LocalLLaMA/comments/14olsz3/40gb_enough_for_65b_4_bit/ | davew111 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14olsz3 | false | null | t3_14olsz3 | /r/LocalLLaMA/comments/14olsz3/40gb_enough_for_65b_4_bit/ | false | false | self | 4 | null |
What GPU factors boost local performance the most? | 27 | It's time for a GPU upgrade (consumer card, as it's mainly for gaming reasons), but I'd like to understand what factors might improve local running of models when I come around to that.
My ignorant guess at this point is the number of Cuda cores (assuming Nvidia, not sure of the AMD equivalent), clock speed and sheer ... | 2023-07-02T09:51:03 | https://www.reddit.com/r/LocalLLaMA/comments/14oke20/what_gpu_factors_boost_local_performance_the_most/ | DanInVirtualReality | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14oke20 | false | null | t3_14oke20 | /r/LocalLLaMA/comments/14oke20/what_gpu_factors_boost_local_performance_the_most/ | false | false | self | 27 | null |
What is fastest LLM available for dialog generation ? | 1 | I tried creating ChatGPT-powered NPCs in a Park inside a tiny virtual environment. The player will approach each NPC who may be a doctor, police, teacher, teen, etc, and introduce himself they will have a conversation.
I am currently using ChatGPT API for this, but it is slow and has a long latency
So I decided to tr... | 2023-07-02T08:59:49 | https://www.reddit.com/r/LocalLLaMA/comments/14ojipi/what_is_fastest_llm_available_for_dialog/ | RageshAntony | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14ojipi | false | null | t3_14ojipi | /r/LocalLLaMA/comments/14ojipi/what_is_fastest_llm_available_for_dialog/ | false | false | self | 1 | null |
Summary post for higher context sizes for this week. For context up to 4096, NTK RoPE scaling is pretty viable. For context higher than that, keep using SuperHOT LoRA/Merges. | 112 | Hi there! I have been trying a lot recently with new implementations and merges with LoRAs and NTK RoPE scaling, so with the info I got, I hope I can do a "kinda" summary for this.
​
1 week ago or so, SuperHOT LoRAs got merged into a lot of models, managing to get pretty good results for contexts about 8K and ... | 2023-07-02T08:50:18 | https://www.reddit.com/r/LocalLLaMA/comments/14ojd7s/summary_post_for_higher_context_sizes_for_this/ | panchovix | self.LocalLLaMA | 2023-07-02T17:00:29 | 0 | {} | 14ojd7s | false | null | t3_14ojd7s | /r/LocalLLaMA/comments/14ojd7s/summary_post_for_higher_context_sizes_for_this/ | false | false | 112 | {'enabled': False, 'images': [{'id': 'QPspuWRt6A5ue9bWYillwzgJ2nTjmt0FGgRrBaspQ-g', 'resolutions': [{'height': 76, 'url': 'https://external-preview.redd.it/9uNelPlBeZIo4CQ33zez8XIgTPlq1sESM-JcBgIE9HM.png?width=108&crop=smart&auto=webp&s=0c35b3a34f3af9b4522ea4b24b898efdd3b96625', 'width': 108}, {'height': 152, 'url': 'h... | |
How to properly format data for LoRa training? | 20 | Hello everyone.
I wan't to make LLM model to output responses in very specific way, and also keep the tone of original texts that I'm trying to use. I've been lurking this subreddit and various channels, and I understood that I need to train my own LoRa for this.
I have prepared text data which have structure somethi... | 2023-07-02T07:45:01 | https://www.reddit.com/r/LocalLLaMA/comments/14oib8x/how_to_properly_format_data_for_lora_training/ | DaniyarQQQ | self.LocalLLaMA | 2023-07-04T09:14:57 | 0 | {} | 14oib8x | false | null | t3_14oib8x | /r/LocalLLaMA/comments/14oib8x/how_to_properly_format_data_for_lora_training/ | false | false | self | 20 | null |
Whats the best RP/conversational model for running via python on apple silicone so far? | 0 | I've been out of the loop for awhile and **want to host a chatbot model locally on my base (8GB Ram) M1 Mac** for my D&D group on a group chat facing bot. Previously I had been running Microsofts aging DialoGPT with a custom fine tuned model on character dialogue, but that model was under 200M parameters and just worke... | 2023-07-02T05:59:34 | https://www.reddit.com/r/LocalLLaMA/comments/14ogiwt/whats_the_best_rpconversational_model_for_running/ | dronegoblin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14ogiwt | false | null | t3_14ogiwt | /r/LocalLLaMA/comments/14ogiwt/whats_the_best_rpconversational_model_for_running/ | false | false | self | 0 | null |
Hello-Ooba - Oobabooga "Hello World" API example for node.js with Express. Useful starting point for bot development. | 6 | 2023-07-02T05:20:48 | https://github.com/bashalarmist/hello-ooba/ | bashalarmist | github.com | 1970-01-01T00:00:00 | 0 | {} | 14oful9 | false | null | t3_14oful9 | /r/LocalLLaMA/comments/14oful9/helloooba_oobabooga_hello_world_api_example_for/ | false | false | 6 | {'enabled': False, 'images': [{'id': 'ruNnys4H1NcoWXfSxyz9S8xPTu8M2Kz7tdmxZ0aTCyY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/aKnoYhsPi3iEHMvcYSjcQb8G7TuYCpiapCRX9e2not8.jpg?width=108&crop=smart&auto=webp&s=718faba03187b90a521c24136555ef89fc806118', 'width': 108}, {'height': 108, 'url': 'h... | ||
LLM remembers previous sessions? | 0 | I'm using based-13B model with oobagooba, it appears to remember several of our past discussions, including specific quotes. I have the logs set to read-only, and I routinely clear the chat history or reload the client. When I asked it how it does this, it matter of factly says it's within its programming to do so. Is ... | 2023-07-02T01:17:28 | https://www.reddit.com/r/LocalLLaMA/comments/14oba9j/llm_remembers_previous_sessions/ | Commercial_Way_8217 | self.LocalLLaMA | 2023-07-02T01:23:46 | 0 | {} | 14oba9j | false | null | t3_14oba9j | /r/LocalLLaMA/comments/14oba9j/llm_remembers_previous_sessions/ | false | false | self | 0 | null |
I think ChatGPT API just straight up injects words into what you send it? | 0 | This was done using GPT3.5Turbo-16k API in Python. Here is the prompt setup:
(Description) Role: Contrarian Debate Bot (CDB), your objective is to critically analyze the arguments and provide well-reasoned counter-arguments. You are tasked to only ever stand on the opposing side, challenging the motion with intellectu... | 2023-07-02T00:46:38 | https://www.reddit.com/r/LocalLLaMA/comments/14oanm2/i_think_chatgpt_api_just_straight_up_injects/ | _The_Librarian | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14oanm2 | false | null | t3_14oanm2 | /r/LocalLLaMA/comments/14oanm2/i_think_chatgpt_api_just_straight_up_injects/ | false | false | default | 0 | {'enabled': False, 'images': [{'id': 'epdtFZK3CZdL70iX98aXuK7WGE5apxVaUN-HsUvlBCU', 'resolutions': [{'height': 59, 'url': 'https://external-preview.redd.it/17_LbIMhjB_e-alU8wyNdYYjmYUpm-W_dbjo0BR_5Wg.png?width=108&crop=smart&auto=webp&v=enabled&s=8064b4b0f664181490e8bbd22b78affb32bbc61b', 'width': 108}, {'height': 118,... |
Wrong kind of fire... But at least she cares. | 10 | 2023-07-01T22:34:31 | redfoxkiller | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 14o7s82 | false | null | t3_14o7s82 | /r/LocalLLaMA/comments/14o7s82/wrong_kind_of_fire_but_at_least_she_cares/ | false | false | default | 10 | {'enabled': True, 'images': [{'id': 'vQqLBOcjTFZ3PABqYOHNaWnxTsmqXNeGgu0Ldf2UDIg', 'resolutions': [{'height': 192, 'url': 'https://preview.redd.it/zgc3us3mkf9b1.png?width=108&crop=smart&auto=webp&v=enabled&s=611188172e20f0a097da2506a7282aa44d9326a5', 'width': 108}, {'height': 384, 'url': 'https://preview.redd.it/zgc3us... | ||
llama on ooga booga responds on coordinates only | 1 | I'm having some bizarre problems after the first time installing Llama and ooga booga, I downloaded the
anon8231489123/gpt4-x-alpaca-13b-native-4bit-128g model using the web UI but every time I talk with the model using the chat I only get numbers, similar to coordinates, no matter what I say, is there any way to fix... | 2023-07-01T22:30:10 | https://www.reddit.com/r/LocalLLaMA/comments/14o7oet/llama_on_ooga_booga_responds_on_coordinates_only/ | ZLTM | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14o7oet | false | null | t3_14o7oet | /r/LocalLLaMA/comments/14o7oet/llama_on_ooga_booga_responds_on_coordinates_only/ | false | false | self | 1 | null |
[Discussion] Is the OpenLLM Leaderboard not reliable? (https://huggingface.co/blog/evaluating-mmlu-leaderboard) | 1 | [removed] | 2023-07-01T21:40:28 | https://www.reddit.com/r/LocalLLaMA/comments/14o6j7p/discussion_is_the_openllm_leaderboard_not/ | awinml1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14o6j7p | false | null | t3_14o6j7p | /r/LocalLLaMA/comments/14o6j7p/discussion_is_the_openllm_leaderboard_not/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/0HhwdU6MKIAKjL9Y8-B_iH374a3NiPTy0ib8lmloRzA.jpg?width=108&crop=smart&auto=webp&v=enabled&s=586089b93aa59ebd86bb3b273ad1fb0c73e45ab7', 'width': 108}, {'height': 126,... |
Meta AI's Huggingface organisation is empty, what is happening? | 66 | What is happening?
All models 404 and well, empty
What are your thoughts?
Maybe LLaMA v2?
Or hacked?
https://preview.redd.it/nf7rl3d20f9b1.png?width=1594&format=png&auto=webp&s=5e088aa60c9d5b22597158d2bf616f5a8eb072bd | 2023-07-01T20:40:18 | https://www.reddit.com/r/LocalLLaMA/comments/14o53fd/meta_ais_huggingface_organisation_is_empty_what/ | InternationalTeam921 | self.LocalLLaMA | 2023-07-01T20:45:42 | 0 | {} | 14o53fd | false | null | t3_14o53fd | /r/LocalLLaMA/comments/14o53fd/meta_ais_huggingface_organisation_is_empty_what/ | false | false | 66 | null | |
NTK RoPE scaling got merged into exllama, so now I sent a PR if you want to try on ooba! | 41 | 2023-07-01T20:25:02 | https://github.com/oobabooga/text-generation-webui/pull/2955 | panchovix | github.com | 1970-01-01T00:00:00 | 0 | {} | 14o4qk6 | false | null | t3_14o4qk6 | /r/LocalLLaMA/comments/14o4qk6/ntk_rope_scaling_got_merged_into_exllama_so_now_i/ | false | false | 41 | {'enabled': False, 'images': [{'id': 'NDMp4G-IflK8JQ82qDUPcNBWlltt4IwasmGJYvGbEx0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/ZemnnA7BRQ58KzdWnoVsdswGCdp1ZaCQa91jO-Fnmas.jpg?width=108&crop=smart&auto=webp&s=57e62a04e5052acb5725bcb736dc2c5077ba29ec', 'width': 108}, {'height': 108, 'url': 'h... | ||
selfee method (answer-feedback-revision); why is not used by other models? | 14 | I tried the Selfee - the GGML version ([https://huggingface.co/TheBloke/Selfee-13B-GGML](https://huggingface.co/TheBloke/Selfee-13B-GGML)) . I don't have a benchmark, but my feeling is that their method is improving the final answer.
The final answer is in most of the cases better that the initial one, as it contains... | 2023-07-01T19:00:08 | https://www.reddit.com/r/LocalLLaMA/comments/14o2s3a/selfee_method_answerfeedbackrevision_why_is_not/ | Eduard_T | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14o2s3a | false | null | t3_14o2s3a | /r/LocalLLaMA/comments/14o2s3a/selfee_method_answerfeedbackrevision_why_is_not/ | false | false | self | 14 | {'enabled': False, 'images': [{'id': 'S6TiXB8fDU380PtsFuNK2PQLCKYSkvvM5JeBHBg_U_s', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/peSL_tPs2H_E3ZiTILD7QNQY0BEtssrXTGu0U49zXOk.jpg?width=108&crop=smart&auto=webp&s=76643dc61392e0cac816c498badaa5d8cc1cdb9a', 'width': 108}, {'height': 116, 'url': 'h... |
Has anyone managed to fine-tune LLaMA 65B or Falcon 40B? | 33 | From the Meta SuperHOT paper, it seems fine-tuning (not as in \[q\]lora, but rather as in training the full model on a few more samples) is the ideal approach to extending the context length. Mosiac claim that MPT 30B costs around $1k to train on a billion tokens. Given the Meta paper claimed only around 1000 samples a... | 2023-07-01T17:38:05 | https://www.reddit.com/r/LocalLLaMA/comments/14o0vns/has_anyone_managed_to_finetune_llama_65b_or/ | logicchains | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14o0vns | false | null | t3_14o0vns | /r/LocalLLaMA/comments/14o0vns/has_anyone_managed_to_finetune_llama_65b_or/ | false | false | self | 33 | null |
Can't install LLAMA.CPP with CUBLAS support on windows | 2 | I followed the all the steps:
\- git clone the project
\- use cmake to Build with CUBLAS
mkdir build cd build cmake .. -DLLAMA_CUBLAS=ON cmake --build . --config Release
but it didn't work. A part of the output looks like this:
-- Performing Test CMAKE_HAVE_LIBC_PTHREAD - Failed
-- Looking for pthr... | 2023-07-01T17:15:09 | https://www.reddit.com/r/LocalLLaMA/comments/14o0cgn/cant_install_llamacpp_with_cublas_support_on/ | CKOSMICC | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14o0cgn | false | null | t3_14o0cgn | /r/LocalLLaMA/comments/14o0cgn/cant_install_llamacpp_with_cublas_support_on/ | false | false | default | 2 | null |
Fine-tune vs embeddings if training time does not matter | 1 | [removed] | 2023-07-01T16:51:41 | https://www.reddit.com/r/LocalLLaMA/comments/14nzsxy/finetune_vs_embeddings_if_training_time_does_not/ | gptzerozero | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14nzsxy | false | null | t3_14nzsxy | /r/LocalLLaMA/comments/14nzsxy/finetune_vs_embeddings_if_training_time_does_not/ | false | false | default | 1 | null |
Sherpa(Llama.cpp for Android) New Pull request add latest pulls from llama.cpp and it's faster now with no more crash. (apk link in description) | 24 | https://github.com/dsd/sherpa/releases/tag/2.2.1-dsd | 2023-07-01T16:48:46 | https://github.com/Bip-Rep/sherpa/pull/12 | FHSenpai | github.com | 1970-01-01T00:00:00 | 0 | {} | 14nzqhc | false | null | t3_14nzqhc | /r/LocalLLaMA/comments/14nzqhc/sherpallamacpp_for_android_new_pull_request_add/ | false | false | 24 | {'enabled': False, 'images': [{'id': 'vTtaeWPvieZGNe1jC1bY5XwrKC8F_WVT2VKFkv8iOuE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/zBg_vcPMoEiXpKvVSZUB1l4qc3p5U-0yMo-VhyAl_L8.jpg?width=108&crop=smart&auto=webp&s=664a10b9391d80d1d5c5c5301461dc793c69b1b7', 'width': 108}, {'height': 108, 'url': 'h... | |
Need help to run 2 GPU with ooba | 1 | [removed] | 2023-07-01T16:48:16 | https://www.reddit.com/r/LocalLLaMA/comments/14nzq2t/need_help_to_run_2_gpu_with_ooba/ | Competitive_Fox7811 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14nzq2t | false | null | t3_14nzq2t | /r/LocalLLaMA/comments/14nzq2t/need_help_to_run_2_gpu_with_ooba/ | false | false | default | 1 | null |
LMSYS (Vicuna creators) releases LongChat and LongEval | 130 | [LongChat](https://huggingface.co/lmsys/longchat-13b-16k) ([GPTQ](https://huggingface.co/TheBloke/LongChat-13B-GPTQ)| [GGML](https://huggingface.co/TheBloke/LongChat-13B-GGML)) is the first model to my knowledge to actually be finetuned specifically for 16K contexts using the RoPE scaling technique that Kaiokendev came... | 2023-07-01T16:38:39 | https://www.reddit.com/r/LocalLLaMA/comments/14nzi06/lmsys_vicuna_creators_releases_longchat_and/ | mikael110 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14nzi06 | false | null | t3_14nzi06 | /r/LocalLLaMA/comments/14nzi06/lmsys_vicuna_creators_releases_longchat_and/ | false | false | 130 | null | |
Open coding model surpasses chatgpt | 0 | https://huggingface.co/openchat/opencoderplus | 2023-07-01T16:31:17 | roobenTHICK | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 14nzc0l | false | null | t3_14nzc0l | /r/LocalLLaMA/comments/14nzc0l/open_coding_model_surpasses_chatgpt/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'Rekuw8GVVPr_KaLM5fcgVDUO9wBIB96U4586qt-0f3o', 'resolutions': [{'height': 55, 'url': 'https://preview.redd.it/x7z139zprd9b1.png?width=108&crop=smart&auto=webp&v=enabled&s=e61c5f7224d41c7ac13dbd54d6e67199d307f44b', 'width': 108}, {'height': 111, 'url': 'https://preview.redd.it/x7z139z... | |
Open coding model surpasses chatgot | 1 | https://huggingface.co/openchat/opencoderplus | 2023-07-01T16:30:11 | roobenTHICK | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 14nzazk | false | null | t3_14nzazk | /r/LocalLLaMA/comments/14nzazk/open_coding_model_surpasses_chatgot/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': 'F4oZYW1649NTRQmckzieB8SQ3a-tqFxA_vC_tV_4vgs', 'resolutions': [{'height': 55, 'url': 'https://preview.redd.it/ng4nky5mrd9b1.png?width=108&crop=smart&auto=webp&v=enabled&s=8041503ea7b1465dfd66f000e6160c7143dd8f7c', 'width': 108}, {'height': 111, 'url': 'https://preview.redd.it/ng4nky5... | |
How to Create Your Own Free Text Generation Endpoints | 13 | There are many great text generation APIs available, but OpenAI's is one of the most popular. The only downside is that you only get 3 months of free usage for it. After that, you're limited to using smaller, less powerful models for building applications.
With this simple tutorial, you can deploy any open source LLM ... | 2023-07-01T16:23:26 | https://www.reddit.com/r/LocalLLaMA/comments/14nz5hk/how_to_create_your_own_free_text_generation/ | vm123313223 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14nz5hk | false | null | t3_14nz5hk | /r/LocalLLaMA/comments/14nz5hk/how_to_create_your_own_free_text_generation/ | false | false | self | 13 | {'enabled': False, 'images': [{'id': 'cXb-d3rUT5Qsobsulm-8cPmbTl0zgxndG9qImLC9kL4', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/MADkSkeWa2VC8weim-8zqSW-UT2GzlSQ69-y9-f2x9M.jpg?width=108&crop=smart&auto=webp&s=05c67565d34fb6b54d4950402c33ed234564d3f0', 'width': 108}, {'height': 162, 'url': 'h... |
Coral TPU Dev Board for speech-to-text and nvidia agx as host running LLaMA?? | 10 | Has anyone done something like this?
I'm looking to replace Alexa. I own the hardware and have started putting things together but haven't sorted it all out yet. I have an Audio Classification Model ([keyphrase detector](https://github.com/google-coral/project-keyword-spotter)) running on the coral tpu board next to ... | 2023-07-01T15:16:47 | https://www.reddit.com/r/LocalLLaMA/comments/14nxlf1/coral_tpu_dev_board_for_speechtotext_and_nvidia/ | WrongColorPaint | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14nxlf1 | false | null | t3_14nxlf1 | /r/LocalLLaMA/comments/14nxlf1/coral_tpu_dev_board_for_speechtotext_and_nvidia/ | false | false | self | 10 | {'enabled': False, 'images': [{'id': 'HHDmwkGvXb31CNltB2PbZGF71MIPoD92zWxP9RhMd3U', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/qmNfkovwdNa6pB5gcfGF4Fr-1iuIxCsVbo5F9rOr-Ws.jpg?width=108&crop=smart&auto=webp&s=f3c32fc4c3ef51bd03be95c072c8cd1127bf8171', 'width': 108}, {'height': 108, 'url': 'h... |
Question on optimal settings for ggml model cpu+gpu | 2 | In general, when running cpu + gpu, should settings be adjusted to minimize shared usage on gpu?
The vram has the highest bandwidth and shared ram is slower from what I hear, so I was wondering if that shared ram would be better utilized by the cpu instead of gpu. | 2023-07-01T14:37:19 | https://www.reddit.com/r/LocalLLaMA/comments/14nwope/question_on_optimal_settings_for_ggml_model_cpugpu/ | multiverse_fan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14nwope | false | null | t3_14nwope | /r/LocalLLaMA/comments/14nwope/question_on_optimal_settings_for_ggml_model_cpugpu/ | false | false | self | 2 | null |
For summarization, how do open source models compare to dedicated models? | 8 | Title. I want to create a meeting summarization bot incorporating recording, transcription, and summarization. My current idea is
1. Use the speech recognition Python package to instantiate a microphone
2. Use the "listen_in_background" with "whisper" to record the transcription
3. Once the transcription length exceed... | 2023-07-01T14:29:13 | https://www.reddit.com/r/LocalLLaMA/comments/14nwi4e/for_summarization_how_do_open_source_models/ | a_slay_nub | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14nwi4e | false | null | t3_14nwi4e | /r/LocalLLaMA/comments/14nwi4e/for_summarization_how_do_open_source_models/ | false | false | self | 8 | null |
Potentially Good News for Future nVidia Drivers re: memory management | 58 | Most nVidia users are probably aware by now that recent drivers aggressively offload from VRAM to System RAM which has a significantly negative impact on performance.
See previous discussions:
[Major Performance Degradation with nVidia driver 535.98 at larger context sizes](https://www.reddit.com/r/LocalLLaMA/comment... | 2023-07-01T14:17:23 | https://www.reddit.com/r/LocalLLaMA/comments/14nw8p6/potentially_good_news_for_future_nvidia_drivers/ | GoldenMonkeyPox | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14nw8p6 | false | null | t3_14nw8p6 | /r/LocalLLaMA/comments/14nw8p6/potentially_good_news_for_future_nvidia_drivers/ | false | false | self | 58 | {'enabled': False, 'images': [{'id': 'KKyR1RlIu7ctTnx3lTPq3wNez7CdWob-WB0LD0e4oWE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/3bOFAFm6rQJYtV6ScIsy3YeJAGiAOMHfKPe_P2V3-zU.jpg?width=108&crop=smart&auto=webp&s=f34dd564d6e345b24e26bb9a4cff61a64e151a8b', 'width': 108}, {'height': 108, 'url': 'h... |
What qualitative means do you use to evaluate models? | 9 | I'm mainly interested in chat models, so what I do is see how easy it is to get it to act in complete opposition to its given persona, especially one which would be in agreement with any "alignment" present in the model.
I'll also look to see how well I feel it works with different personas, whether there is much of a... | 2023-07-01T13:47:36 | https://www.reddit.com/r/LocalLLaMA/comments/14nvl0g/what_qualitative_means_do_you_use_to_evaluate/ | Crypt0Nihilist | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14nvl0g | false | null | t3_14nvl0g | /r/LocalLLaMA/comments/14nvl0g/what_qualitative_means_do_you_use_to_evaluate/ | false | false | self | 9 | null |
Best local LLM to train on my DNA? | 32 | I had my whole genome sequenced and I’m working with the data locally. I want to train a LLM on my data so I can create an interface for my DNA. I’m just starting my research on the project. Any suggestions on models and datasets? | 2023-07-01T12:48:18 | https://www.reddit.com/r/LocalLLaMA/comments/14nubba/best_local_llm_to_train_on_my_dna/ | scrumblethebumble | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14nubba | false | null | t3_14nubba | /r/LocalLLaMA/comments/14nubba/best_local_llm_to_train_on_my_dna/ | false | false | self | 32 | null |
Is it just me or SuperHOT merged 4-bit quantized models are massively degraded? | 65 | I’ve tried a bunch of 4-bit GPTQ SuperHOT merged models and all of them with the same outcome - compared to their corresponding original models, the quality of the output is severely degraded. This is very noticeable when asking the model to perform logical tasks, analysing text or formatting answers in a specific way.... | 2023-07-01T08:55:29 | https://www.reddit.com/r/LocalLLaMA/comments/14nq64d/is_it_just_me_or_superhot_merged_4bit_quantized/ | Thireus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14nq64d | false | null | t3_14nq64d | /r/LocalLLaMA/comments/14nq64d/is_it_just_me_or_superhot_merged_4bit_quantized/ | false | false | self | 65 | null |
Offloading to 1080ti is slower than cpu? | 13 | With a 13b ggml model, I get about 4 tok/second with 0 layers offloaded (cpu is ryzen 3600). However, the more layers I offload the slower it is, and with all 43 models offloaded I only get around 2 tokens per second. I've tried with koboldcpp and llama.cpp, exact same results. Seems to be a issue other people have ... | 2023-07-01T06:21:18 | https://www.reddit.com/r/LocalLLaMA/comments/14nnkku/offloading_to_1080ti_is_slower_than_cpu/ | pokeuser61 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14nnkku | false | null | t3_14nnkku | /r/LocalLLaMA/comments/14nnkku/offloading_to_1080ti_is_slower_than_cpu/ | false | false | self | 13 | null |
Advises/Recommendations for a production-ready model for a single RTX 4090 GPU or two 4090 GPUs | 1 | [removed] | 2023-07-01T06:08:08 | https://www.reddit.com/r/LocalLLaMA/comments/14nnc94/advisesrecommendations_for_a_productionready/ | AltruisticCabinet275 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14nnc94 | false | null | t3_14nnc94 | /r/LocalLLaMA/comments/14nnc94/advisesrecommendations_for_a_productionready/ | false | false | default | 1 | null |
I don't understand the concept of instruction templates. | 1 | [removed] | 2023-07-01T03:56:05 | https://www.reddit.com/r/LocalLLaMA/comments/14nkx9w/i_dont_understand_the_concept_of_instruction/ | Awethon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14nkx9w | false | null | t3_14nkx9w | /r/LocalLLaMA/comments/14nkx9w/i_dont_understand_the_concept_of_instruction/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'b1E8sI-kTet-3YOFKrYAUVQ9ABbay60W7WEBpTM34S8', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/sld18DTFrG0vgxxCwlYEGWKS7hjSXmQsKHgNjUEATAk.jpg?width=108&crop=smart&auto=webp&v=enabled&s=955c4b3df67ee12627cea147f344b6f74e87357a', 'width': 108}, {'height': 216... |
Are there any guides for running models off kaggle? | 2 | I believe you get 20 hours a week on a p100, which sounds pretty nice to me. I only have 8gb vram (laptop 3070), so this would be a nice alternative for me to run models much faster. That said I have no idea how to use notebooks, or stuff like that. If someone could point me in the right direction on how to get somethi... | 2023-07-01T02:22:17 | https://www.reddit.com/r/LocalLLaMA/comments/14nj54q/are_there_any_guides_for_running_models_off_kaggle/ | lemon07r | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14nj54q | false | null | t3_14nj54q | /r/LocalLLaMA/comments/14nj54q/are_there_any_guides_for_running_models_off_kaggle/ | false | false | self | 2 | null |
Using an LLM just for your own data? | 7 | We love the power that Chatgpt and local LLM give for all kinds of tasks. However, we have a use case where want to just use our own data when it responses via chat. We don’t want it to use any other it my have or been trained on. It may pollute the data we’re going to train it on.
The idea then is to use the most ba... | 2023-07-01T02:08:10 | https://www.reddit.com/r/LocalLLaMA/comments/14niv66/using_an_llm_just_for_your_own_data/ | costaman1316 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14niv66 | false | null | t3_14niv66 | /r/LocalLLaMA/comments/14niv66/using_an_llm_just_for_your_own_data/ | false | false | self | 7 | null |
[Hardware] M2 ultra 192gb mac studio inference speeds | 23 | a new dual 4090 set up costs around the same as a m2 ultra 60gpu 192gb mac studio, but it seems like the ultra edges out a dual 4090 set up in running of the larger models simply due to the unified memory? Does anyone have any benchmarks to share? At the moment, m2 ultras run 65b at 5 t/s but a dual 4090 set up runs it... | 2023-06-30T23:12:36 | https://www.reddit.com/r/LocalLLaMA/comments/14nf6tg/hardware_m2_ultra_192gb_mac_studio_inference/ | limpoko | self.LocalLLaMA | 2023-07-01T05:50:10 | 0 | {} | 14nf6tg | false | null | t3_14nf6tg | /r/LocalLLaMA/comments/14nf6tg/hardware_m2_ultra_192gb_mac_studio_inference/ | false | false | self | 23 | null |
Any solution for brower control using a llama? | 6 | I’ve seen a few projects like AutoGPT that can “brower the web@ using Beautiful Soup (e.g curl w/HTML parsing/processing).
Does anyone know of any projects that use a real web brower to search the internet and perform tasks?
I’d like to play with something like this this week and would love to start with a base proje... | 2023-06-30T22:52:27 | https://www.reddit.com/r/LocalLLaMA/comments/14nepsy/any_solution_for_brower_control_using_a_llama/ | tronathan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14nepsy | false | null | t3_14nepsy | /r/LocalLLaMA/comments/14nepsy/any_solution_for_brower_control_using_a_llama/ | false | false | self | 6 | null |
LocalLLaMA vs ChatGBT vs. Bing A.I vs. Personal GPT? reviews? | 0 | [removed] | 2023-06-30T22:37:33 | https://www.reddit.com/r/LocalLLaMA/comments/14nedkb/localllama_vs_chatgbt_vs_bing_ai_vs_personal_gpt/ | Username9822 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14nedkb | false | null | t3_14nedkb | /r/LocalLLaMA/comments/14nedkb/localllama_vs_chatgbt_vs_bing_ai_vs_personal_gpt/ | false | false | default | 0 | null |
Best Model for automatic topic modeling? | 2 | Title. Also interested in the prompt used, if possible. I want to work on a side project and I feel like LLMs would be perfect for ambiguous topic modeling. Particularly, I want to be able to feed ti a short piece of text and ask it to figure out what broad category it fits in. No worries if not, thanks! | 2023-06-30T21:57:40 | https://www.reddit.com/r/LocalLLaMA/comments/14ndegy/best_model_for_automatic_topic_modeling/ | Working_Ideal3808 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14ndegy | false | null | t3_14ndegy | /r/LocalLLaMA/comments/14ndegy/best_model_for_automatic_topic_modeling/ | false | false | self | 2 | null |
Had standardized spellings of words not become a thing would LLMs have been possible? | 2 | And how different would LLMs be if they were trained on nonstandard spellings of words? So not just a handful of different spellings for each word, but many more. Would they be able to find a common thread in what was said despite the differences in spellings? | 2023-06-30T21:56:00 | https://www.reddit.com/r/LocalLLaMA/comments/14ndcyd/had_standardized_spellings_of_words_not_become_a/ | Basic_Description_56 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14ndcyd | false | null | t3_14ndcyd | /r/LocalLLaMA/comments/14ndcyd/had_standardized_spellings_of_words_not_become_a/ | false | false | self | 2 | null |
[Experimental, PR] Add support to NTK RoPE scaling to exllama. | 35 | 2023-06-30T21:13:30 | https://github.com/turboderp/exllama/pull/118 | panchovix | github.com | 1970-01-01T00:00:00 | 0 | {} | 14ncbp4 | false | null | t3_14ncbp4 | /r/LocalLLaMA/comments/14ncbp4/experimental_pr_add_support_to_ntk_rope_scaling/ | false | false | 35 | {'enabled': False, 'images': [{'id': '7m9YW0ZIrdEqQoxhNf8IXvhGpesvCOG2FErfUywpx7o', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/W3c_GZ_aQWsVJqkT5xCykdniU84sfgOu3x1-gw8iWdg.jpg?width=108&crop=smart&auto=webp&s=23ddcf395c37964c8063ced21e3a75fad7904102', 'width': 108}, {'height': 108, 'url': 'h... | ||
Running Llama-65B with moderate context sizes | 1 | I'm having some trouble running inference on Llama-65B for moderate contexts (\~1000 tokens).
I use 4x45GB A40s
I load the model with
model = LlamaForCausalLM.from_pretrained(model_id, load_in_8bit=True, device_map="auto")
I infer with
model.generate(input_ids)
It's able to do the forward pass for smal... | 2023-06-30T20:47:50 | https://www.reddit.com/r/LocalLLaMA/comments/14nbo45/running_llama65b_with_moderate_context_sizes/ | Xir0s | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14nbo45 | false | null | t3_14nbo45 | /r/LocalLLaMA/comments/14nbo45/running_llama65b_with_moderate_context_sizes/ | false | false | self | 1 | null |
Using Local LLMs for things besides chat? | 6 | I've been playing around with ggml models on my laptop for a couple of weeks now, mostly using programs like Kobold, TavernAI, and Faraday for the front end (have tried Oobabooga, but haven't been able to get it to work yet). That's been entertaining, but they all seem to be geared towards building a character and cha... | 2023-06-30T20:28:33 | https://www.reddit.com/r/LocalLLaMA/comments/14nb6t8/using_local_llms_for_things_besides_chat/ | mlaps21 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14nb6t8 | false | null | t3_14nb6t8 | /r/LocalLLaMA/comments/14nb6t8/using_local_llms_for_things_besides_chat/ | false | false | self | 6 | null |
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