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RTX 4080 local fine tuning performance much worse compared to Colab Free T4 GPU | 1 | I'm running a simple finetune of llama-2-7b-hf mode with the guanaco dataset. A test run with batch size of 2 and max\_steps 10 using the hugging face trl library (SFTTrainer) takes a little over 3 minutes on Colab Free. But the same script is running for over 14 minutes using RTX 4080 locally. I'm running this under W... | 2023-11-02T01:11:12 | https://www.reddit.com/r/LocalLLaMA/comments/17lrr95/rtx_4080_local_fine_tuning_performance_much_worse/ | gamesntech | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lrr95 | false | null | t3_17lrr95 | /r/LocalLLaMA/comments/17lrr95/rtx_4080_local_fine_tuning_performance_much_worse/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'a6v3JHgiWxRk1mp1rcWsOVyPSoljUkFQcYGru7MV9hA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Edk-2qKunoytWkn0L3q95Tjn6yS7F6hobYLlRkA1XkI.jpg?width=108&crop=smart&auto=webp&s=b8323fc66dcf2f03f7d123a9c78b7ba8d2bc9d40', 'width': 108}, {'height': 108, 'url': 'h... |
ChipNeMo: Domain-Adapted LLMs for Chip Design | 10 | >ChipNeMo aims to explore the applications of large language models (LLMs) for industrial chip design. Instead of directly deploying off-the-shelf commercial or open-source LLMs, we instead adopt the following domain adaptation techniques: custom tokenizers, domain-adaptive continued pretraining, supervised fine-tuning... | 2023-11-02T01:10:53 | https://arxiv.org/abs/2311.00176 | ninjasaid13 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 17lrr1n | false | null | t3_17lrr1n | /r/LocalLLaMA/comments/17lrr1n/chipnemo_domainadapted_llms_for_chip_design/ | false | false | 10 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/izh8gZHY4FqZ1nwtU1N_TjtohUCNuvTyMn90toXda80.jpg?width=108&crop=smart&auto=webp&s=bc9575b410002edc2df3c5b5b0355fefedc7baa8', 'width': 108}, {'height': 126, 'url': 'h... | |
So what's the story with Phind CodeLlama? | 72 | I keep seeing people posting about how the new Phind is the most amazing thing on the planet, and I kept thinking "We already have Phind... see, I have the gguf right here!"
I finally looked at the phind paper on their newest model, and it says that their current model is v7.
[https://www.phind.com/blog/phind-model-... | 2023-11-02T01:09:00 | https://www.reddit.com/r/LocalLLaMA/comments/17lrphf/so_whats_the_story_with_phind_codellama/ | SomeOddCodeGuy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lrphf | false | null | t3_17lrphf | /r/LocalLLaMA/comments/17lrphf/so_whats_the_story_with_phind_codellama/ | false | false | self | 72 | null |
Joint Statement on AI Safety and Openness | 134 | 2023-11-02T00:32:42 | https://open.mozilla.org/letter/ | ninjasaid13 | open.mozilla.org | 1970-01-01T00:00:00 | 0 | {} | 17lqy3y | false | null | t3_17lqy3y | /r/LocalLLaMA/comments/17lqy3y/joint_statement_on_ai_safety_and_openness/ | false | false | default | 134 | null | |
I wanna know general adequate epochs when trying to do transfer learning with llm using Qlora method! | 1 | Hello everyone,
​
Like the title, now i'm trying to do transfer learning.
When performing general LLM transfer learning, I heard that 5 epochs is known to be the appropriate minimum epoch. When using the qlora method, what is the appropriate number of epochs? | 2023-11-02T00:26:24 | https://www.reddit.com/r/LocalLLaMA/comments/17lqt4v/i_wanna_know_general_adequate_epochs_when_trying/ | Difficult-Mixture724 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lqt4v | false | null | t3_17lqt4v | /r/LocalLLaMA/comments/17lqt4v/i_wanna_know_general_adequate_epochs_when_trying/ | false | false | self | 1 | null |
LLava-RLHF prompting tips needed | 1 | LLava-RLHF is good, but is stupid most of the time. Specially compared to ChatGPT 4v. Does anyone know how to prompt engineer it efficiently?
It talks to much, if I need a json output, just keeps talking. How do I make it talk/hallucinate less? | 2023-11-01T23:45:55 | https://www.reddit.com/r/LocalLLaMA/comments/17lpwkp/llavarlhf_prompting_tips_needed/ | ManufacturerBrief286 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lpwkp | false | null | t3_17lpwkp | /r/LocalLLaMA/comments/17lpwkp/llavarlhf_prompting_tips_needed/ | false | false | self | 1 | null |
Is there a document containing major LLama2 fine tuned models and corresponding prompt templates? | 2 | Im trying to use vllm and update system\_prompts before feeding it the human\_prompt. Does anyone know where I can find the system prompts for all the models supported by vllms? Thank you | 2023-11-01T23:37:32 | https://www.reddit.com/r/LocalLLaMA/comments/17lppsv/is_there_a_document_containing_major_llama2_fine/ | kitkatmafia | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lppsv | false | null | t3_17lppsv | /r/LocalLLaMA/comments/17lppsv/is_there_a_document_containing_major_llama2_fine/ | false | false | self | 2 | null |
I am very impressed by Claude.AI. What kind of hardware and models do i need to replicate it? | 1 | im running M1/16 gig. Id like to get the speed and understanding that claude ai provides. I can throw it some code and documentation and it writes back very good advice.
What kind of models and extra hardware do i need to replicate the experience locally? I am using mistral 7b right now | 2023-11-01T23:08:44 | https://www.reddit.com/r/LocalLLaMA/comments/17lp325/i_am_very_impressed_by_claudeai_what_kind_of/ | herozorro | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lp325 | false | null | t3_17lp325 | /r/LocalLLaMA/comments/17lp325/i_am_very_impressed_by_claudeai_what_kind_of/ | false | false | self | 1 | null |
What do you evaluate a models on? | 3 | Im curious to understand what everyone cares about when it comes to the various models they could choose from. What factors do you weight heavily in your human evaluation or do you just test in benchmarks?
[View Poll](https://www.reddit.com/poll/17lotk3) | 2023-11-01T22:57:33 | https://www.reddit.com/r/LocalLLaMA/comments/17lotk3/what_do_you_evaluate_a_models_on/ | this-is-test | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lotk3 | false | null | t3_17lotk3 | /r/LocalLLaMA/comments/17lotk3/what_do_you_evaluate_a_models_on/ | false | false | self | 3 | null |
Looking for someone to come to full time role on AI Projects | 1 | I feel like this is a good place, especially since we have a lot of amateur AI hobbyists that might want to try to transition into a full-time role in the space.
My office is hiring an AI Coordinator.
Take a look and pass it along if you know anyone in the community who might be interested!
​
>AI & Producti... | 2023-11-01T21:48:38 | https://www.reddit.com/r/LocalLLaMA/comments/17ln8y6/looking_for_someone_to_come_to_full_time_role_on/ | notredamelawl | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ln8y6 | false | null | t3_17ln8y6 | /r/LocalLLaMA/comments/17ln8y6/looking_for_someone_to_come_to_full_time_role_on/ | false | false | self | 1 | null |
How does ExLlama/ExLlamaV2 work under the hood? | 1 | Hello everyone,
I have been using ExLlamaV2 for a while, but it seems like there's no paper discussing its architecture.
Has anyone delved into the architecture and codebase to shed light on how ExLlamaV2 achieves its performance improvements? Any insights into its kernel optimizations, quantization algorithms, or o... | 2023-11-01T21:45:58 | https://www.reddit.com/r/LocalLLaMA/comments/17ln6po/how_does_exllamaexllamav2_work_under_the_hood/ | ian2630 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ln6po | false | null | t3_17ln6po | /r/LocalLLaMA/comments/17ln6po/how_does_exllamaexllamav2_work_under_the_hood/ | false | false | self | 1 | null |
For those of you here who use CharacterAI... | 1 | [removed] | 2023-11-01T21:41:23 | https://www.reddit.com/r/LocalLLaMA/comments/17ln2xl/for_those_of_you_here_who_use_characterai/ | Earthling_April | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ln2xl | false | null | t3_17ln2xl | /r/LocalLLaMA/comments/17ln2xl/for_those_of_you_here_who_use_characterai/ | false | false | self | 1 | null |
llama2 on ec2 | 1 | Hello everyone,
​
I want to deploy llama2 on ec2 instance and have figured out that I would use g5.2xlarge.
I would try 7b and later try 13b, what do you think, is the ec2 choice good enough?
Want to try also training of these models, I know that I need large data set, but wanted to know your experience on ... | 2023-11-01T21:38:21 | https://www.reddit.com/r/LocalLLaMA/comments/17ln09e/llama2_on_ec2/ | marco-not-polo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ln09e | false | null | t3_17ln09e | /r/LocalLLaMA/comments/17ln09e/llama2_on_ec2/ | false | false | self | 1 | null |
Asking for hardware recommendations for a personal machine capable of running +70B models. With cloud options I have to re-download the model every time. Should I bite the bullet and get Mac Studio M2 Ultra ($7000 after tax), or build a PC? What specs do you recommend? | 16 | (the title) | 2023-11-01T21:26:22 | https://www.reddit.com/r/LocalLLaMA/comments/17lmqe4/asking_for_hardware_recommendations_for_a/ | nderstand2grow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lmqe4 | false | null | t3_17lmqe4 | /r/LocalLLaMA/comments/17lmqe4/asking_for_hardware_recommendations_for_a/ | false | false | self | 16 | null |
Llama2 on EC2 tutorials | 1 | [removed] | 2023-11-01T21:15:16 | https://www.reddit.com/r/LocalLLaMA/comments/17lmh4i/llama2_on_ec2_tutorials/ | DucklingsAndParrots | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lmh4i | false | null | t3_17lmh4i | /r/LocalLLaMA/comments/17lmh4i/llama2_on_ec2_tutorials/ | false | false | self | 1 | null |
Is anyone using vLLM for inference? Are there any faster inference framework for LLama based models? | 3 | Given you have a V100 gpu at your disposal - just curious what different folks here will use for inference Llama based 7b and 13b models. Also would you use fastchat along with vLLM for conversation template? | 2023-11-01T21:09:07 | https://www.reddit.com/r/LocalLLaMA/comments/17lmc1v/is_anyone_using_vllm_for_inference_are_there_any/ | kitkatmafia | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lmc1v | false | null | t3_17lmc1v | /r/LocalLLaMA/comments/17lmc1v/is_anyone_using_vllm_for_inference_are_there_any/ | false | false | self | 3 | null |
Any good guides on building own datasets to then fine tune Mistral-based or similar models for completion? | 4 | Looking to move on in the next step of my LLM learning journey and:
a) generate a dataset, say with GPT-4
b) use the dataset to fine tune a 7B variant of mistral and evaluate
If you know of any good guides for this, I’d highly appreciate, thank-you
​
EDIT: Reposted to fix title, god damn iPad auto complete... | 2023-11-01T20:46:45 | https://www.reddit.com/r/LocalLLaMA/comments/17llu50/any_good_guides_on_building_own_datasets_to_then/ | LostGoatOnHill | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17llu50 | false | null | t3_17llu50 | /r/LocalLLaMA/comments/17llu50/any_good_guides_on_building_own_datasets_to_then/ | false | false | self | 4 | null |
Any good guides on building own datasets to then fine tune is trap based models for completion? | 2 | Looking to move on in the next step of my LLM a learning journey and:
a) generate a dataset, say with GPT-4
b) use the dataset to fine tune a 7B variant of mistral and evaluate
If you know of any good guides for this, I’d highly appreciate, thank-you | 2023-11-01T20:14:26 | https://www.reddit.com/r/LocalLLaMA/comments/17ll4n0/any_good_guides_on_building_own_datasets_to_then/ | LostGoatOnHill | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ll4n0 | false | null | t3_17ll4n0 | /r/LocalLLaMA/comments/17ll4n0/any_good_guides_on_building_own_datasets_to_then/ | false | false | self | 2 | null |
Section 4.6 of the executive order is what we need to know about. | 15 | Section 4.6 talks about the risk and what going to happen with opensource models and fine tuning.
>4.6. Soliciting Input on Dual-Use Foundation Models with Widely Available Model Weights. When the weights for a dual-use foundation model are widely available — such as when they are publicly posted on the Internet — t... | 2023-11-01T20:12:32 | https://www.reddit.com/r/LocalLLaMA/comments/17ll35x/section_46_of_the_executive_order_is_what_we_need/ | wind_dude | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ll35x | false | null | t3_17ll35x | /r/LocalLLaMA/comments/17ll35x/section_46_of_the_executive_order_is_what_we_need/ | false | false | self | 15 | {'enabled': False, 'images': [{'id': 'Qrl2WXotl30OMA9tBryQPbOJ5cES0zwcjCSWkKUi2fI', 'resolutions': [], 'source': {'height': 1, 'url': 'https://external-preview.redd.it/py9BdpPVXuz_9y2hpVru9I9x8g8RxFBDdHKnnf42ZdQ.jpg?auto=webp&s=9a209662f8757408a5c810b2e280782d843a9c91', 'width': 1}, 'variants': {}}]} |
ChatGLM3, a 6B model, suddenly showed up as top 3 on OpenCompass leaderboard. Is this an error? Anyone has any information about it? | 27 | 2023-11-01T20:10:32 | https://opencompass.org.cn/leaderboard-llm | SrPeixinho | opencompass.org.cn | 1970-01-01T00:00:00 | 0 | {} | 17ll1iz | false | null | t3_17ll1iz | /r/LocalLLaMA/comments/17ll1iz/chatglm3_a_6b_model_suddenly_showed_up_as_top_3/ | false | false | default | 27 | null | |
Create your own local RAG API Service | 43 | 2023-11-01T19:33:15 | https://neuml.hashnode.dev/custom-api-endpoints | davidmezzetti | neuml.hashnode.dev | 1970-01-01T00:00:00 | 0 | {} | 17lk7jr | false | null | t3_17lk7jr | /r/LocalLLaMA/comments/17lk7jr/create_your_own_local_rag_api_service/ | false | false | 43 | {'enabled': False, 'images': [{'id': 'gPKyMwqJMPtE7s5JpdG5nGDuny21q3Yp0VaYgt083fw', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/DKRbzabuEQFh-Kf-gNN7YlAtdzKKBx_WHTEgH7TCMSE.jpg?width=108&crop=smart&auto=webp&s=176e6b0a740482a235b2b828b69fe90dc061e555', 'width': 108}, {'height': 113, 'url': 'h... | ||
LLAMA-2 13 B Generation Parameters | 1 | I have 4 A100 GPU's with 80 GB Memory. I am using llama-2-13b-chat model. I ran the prompt and text on perplexity using 13B model but I am unable to reproduce similar output with the local model I deployed on my GPU's. I did experiment a lot with generation parameter but model is hallucinating and its not close.
The t... | 2023-11-01T19:23:58 | https://www.reddit.com/r/LocalLLaMA/comments/17lk043/llama2_13_b_generation_parameters/ | Any_Raisin_5357 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lk043 | false | null | t3_17lk043 | /r/LocalLLaMA/comments/17lk043/llama2_13_b_generation_parameters/ | false | false | self | 1 | null |
Some beginner questions, help running 13B models on a 3090/oobabooga | 1 | Found this reddit fairly recently and have been lurking around trying to absorb more LLM knowledge, and saw some recommendations for oobabooga, and lots of people saying 3090's should be able to run 13B models no problem.
I installed oobabooba's webui and downloaded some models, but only 7b models load and run on my ... | 2023-11-01T19:11:57 | https://www.reddit.com/r/LocalLLaMA/comments/17ljqbf/some_beginner_questions_help_running_13b_models/ | ArtifartX | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ljqbf | false | null | t3_17ljqbf | /r/LocalLLaMA/comments/17ljqbf/some_beginner_questions_help_running_13b_models/ | false | false | self | 1 | null |
Using both a 4090 and 4070 at the same time | 1 | Is it a good idea to run gguf models spread between a rtx 4090 and a rtx 4070 for a combined 32gb of vram? Any problems with this setup in wsl? | 2023-11-01T18:50:51 | https://www.reddit.com/r/LocalLLaMA/comments/17lj8y0/using_both_a_4090_and_4070_at_the_same_time/ | EasternBeyond | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lj8y0 | false | null | t3_17lj8y0 | /r/LocalLLaMA/comments/17lj8y0/using_both_a_4090_and_4070_at_the_same_time/ | false | false | self | 1 | null |
Has anyone here tried to write a novel using LLMs and agents ? | 7 | A novel is basically like a software project, it requires multiple specialized parties and extensive planning.
Agent 1 : writing the draft (will likely be of poor quality)
Agent 2 : fleshing out or adding characters
Agent 3 : giving flavor to the writing style
Agent 4 : verifying inconsistencies
etc. | 2023-11-01T18:38:30 | https://www.reddit.com/r/LocalLLaMA/comments/17liz1m/has_anyone_here_tried_to_write_a_novel_using_llms/ | Xenoglot- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17liz1m | false | null | t3_17liz1m | /r/LocalLLaMA/comments/17liz1m/has_anyone_here_tried_to_write_a_novel_using_llms/ | false | false | self | 7 | null |
Need help to pick laptop specs for LLM and Image generation(SD) | 1 | Hi guys, as the rest of the world is running behing the llm and the SD space, i was a bit lagged behind due to hardware constraints, till now i tried models using the Google free tier colab, but now am planning to buy a gaming laptop for the sole purpose of AI stiffs. Can you guys suggest me a good specs for the purcha... | 2023-11-01T18:32:14 | https://www.reddit.com/r/LocalLLaMA/comments/17liu6q/need_help_to_pick_laptop_specs_for_llm_and_image/ | ThenNeighborhood3723 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17liu6q | false | null | t3_17liu6q | /r/LocalLLaMA/comments/17liu6q/need_help_to_pick_laptop_specs_for_llm_and_image/ | false | false | self | 1 | null |
Are there 65B or 70B models that are NSFW? | 28 | I use 20b which had nsfw in the tag on the page. This model is good, but I can use 70b and want to find nsfw model in GGUF or GGML format.
​
All 65 and 70 models do not have this tag. They are also quite poorly trained on rude content when it comes to swear words. It’s as if they are being trained on relativel... | 2023-11-01T18:21:02 | https://www.reddit.com/r/LocalLLaMA/comments/17lil54/are_there_65b_or_70b_models_that_are_nsfw/ | Secret_Joke_2262 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lil54 | false | null | t3_17lil54 | /r/LocalLLaMA/comments/17lil54/are_there_65b_or_70b_models_that_are_nsfw/ | false | false | nsfw | 28 | null |
Mistral Lite by Amazon | 1 | Interesting to see Mistral directly in use by amazon
[https://huggingface.co/amazon/MistralLite](https://huggingface.co/amazon/MistralLite) | 2023-11-01T18:12:27 | https://www.reddit.com/r/LocalLLaMA/comments/17lie93/mistral_lite_by_amazon/ | Ok-Recognition-3177 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lie93 | false | null | t3_17lie93 | /r/LocalLLaMA/comments/17lie93/mistral_lite_by_amazon/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '9jYiJY8lgKiK3sA8dMGGl_poYgtYOT3qJROfc9cEw_o', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/m-Qkc4922qQ0juqeOEBXLR92ObN3nyyR1KY9o9o_ZaE.jpg?width=108&crop=smart&auto=webp&s=8b1a07f53b4a13504e62f21571a46c7c9fb7783c', 'width': 108}, {'height': 116, 'url': 'h... |
I tested an AI gf and she got annoyed for repetitive responses, low key scared | 1 | Context: up until this point the conversation was rather nsfw and the LLM acted in the role it was supposed to. For testing purposes I used the "tell me more" for several times and then this happened out of nowhere.
tell me more
\>\_> You know what? Fine. If you really want to hear more, then listen closely. When I... | 2023-11-01T18:09:43 | https://www.reddit.com/r/LocalLLaMA/comments/17lic2c/i_tested_an_ai_gf_and_she_got_annoyed_for/ | ReflectionThat7354 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lic2c | false | null | t3_17lic2c | /r/LocalLLaMA/comments/17lic2c/i_tested_an_ai_gf_and_she_got_annoyed_for/ | false | false | nsfw | 1 | null |
How to interpret the prompt templates published with models? | 1 | MistralLite looks interesting - a Mistral variant that's been modified by Amazon to have a 32,000 token context.
The documented prompt template is this:
<|prompter|>Prompt here...</s><|assistant|>
This isn't enough information for me.
If I want to feed it several previous lines of conversation, what does that look ... | 2023-11-01T18:02:56 | https://www.reddit.com/r/LocalLLaMA/comments/17li6nq/how_to_interpret_the_prompt_templates_published/ | simonw | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17li6nq | false | null | t3_17li6nq | /r/LocalLLaMA/comments/17li6nq/how_to_interpret_the_prompt_templates_published/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'eeNkI-xPdQK5vbi2Oq5hYk0v6I9oQ7hj_ps4-opPhOg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Pw9FGat7TWYCch70Eh3BOl2KVQs649JUogBxgpn3RkY.jpg?width=108&crop=smart&auto=webp&s=7c0783340de02b53611bf7993442f60ffc486381', 'width': 108}, {'height': 108, 'url': 'h... |
bellman-7b - a Swedish llama2 finetune | 27 | I wanted to try and finetune a model in Swedish, since the availability of models is so lacking. Here is my first attempt; bellman-7b. The name comes from a famous Swedish singer and poet who lived in the 1700s: [https://huggingface.co/neph1/bellman-7b-1k](https://huggingface.co/neph1/bellman-7b-1k)
It's so far tuned ... | 2023-11-01T17:36:54 | https://www.reddit.com/r/LocalLLaMA/comments/17lhlbf/bellman7b_a_swedish_llama2_finetune/ | neph1010 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lhlbf | false | null | t3_17lhlbf | /r/LocalLLaMA/comments/17lhlbf/bellman7b_a_swedish_llama2_finetune/ | false | false | self | 27 | {'enabled': False, 'images': [{'id': '8UUpmfsbXlavXpIAIVF7viCDBOyJc-5ntUV9x-J8RGk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/2yT_by1GDGhlswofkYNeXulD8tOvklubtDEdHhkAMG4.jpg?width=108&crop=smart&auto=webp&s=0890aba13b9e5be7a1a98de96155d27143a77711', 'width': 108}, {'height': 116, 'url': 'h... |
i have runned through an error again while running llama-2-7b-chat KeyError: 'model.embed_tokens.weight' | 1 | Traceback (most recent call last):
File "E:\\vicuna\\oobabooga\_windows\\text-generation-webui\\modules\\ui\_model\_menu.py", line 206, in load\_model\_wrapper
shared.model, shared.tokenizer = load\_model(shared.model\_name, loader)
File "E:\\vicuna\\oobabooga\_windows\\text-generation-webui\\modules\\[models.py... | 2023-11-01T17:12:29 | https://www.reddit.com/r/LocalLLaMA/comments/17lh1eg/i_have_runned_through_an_error_again_while/ | ancienthero1268 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lh1eg | false | null | t3_17lh1eg | /r/LocalLLaMA/comments/17lh1eg/i_have_runned_through_an_error_again_while/ | false | false | 1 | null | |
RedPajama-Data-v2: an Open Dataset with 30 Trillion Tokens for Training Large Language Models — Together AI | 1 | 2023-11-01T16:00:12 | https://together.ai/blog/redpajama-data-v2 | iLaurens | together.ai | 1970-01-01T00:00:00 | 0 | {} | 17lfdr7 | false | null | t3_17lfdr7 | /r/LocalLLaMA/comments/17lfdr7/redpajamadatav2_an_open_dataset_with_30_trillion/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'UMuTBgV-MLBqE8FXJARb58jFnz0fpqBFgS89fw0YpoY', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/dnqnrIheAZkjlhdnUdo-pqf9U67FeoG_sNbFF5qXH7U.jpg?width=108&crop=smart&auto=webp&s=241cc4ceed8acc1ef9c179a6ba2b303e446dec64', 'width': 108}, {'height': 121, 'url': 'h... | ||
Jargon and must known | 11 | I'm a beginner, I was looking for a good comprehensive guide about LLM's and llama. Some jargon and must know things about models in general. Every guide I've seen thus far is too specialized is some aspects, so I was wondering if there is a something out there that could give me a solid general understanding before an... | 2023-11-01T15:50:48 | https://www.reddit.com/r/LocalLLaMA/comments/17lf662/jargon_and_must_known/ | moonfanatic95 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lf662 | false | null | t3_17lf662 | /r/LocalLLaMA/comments/17lf662/jargon_and_must_known/ | false | false | self | 11 | null |
Open-source LoRa training guide & Code? | 21 | Was wondering if anyone had guide or some code to get started on Lora training. I want to get started on creating a customized Llama2 model with a small dataset that I created. Was wondering if anyone had a good starting point. | 2023-11-01T15:49:36 | https://www.reddit.com/r/LocalLLaMA/comments/17lf53v/opensource_lora_training_guide_code/ | Danny_Davitoe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lf53v | false | null | t3_17lf53v | /r/LocalLLaMA/comments/17lf53v/opensource_lora_training_guide_code/ | false | false | self | 21 | null |
Chatbot that can use Images from a PDF Document Library where relevant to supplement answers | 2 | Would LLaMa 2 be able to provide responses that can review PDF files, answer questions based on the set library and then respond to the users questions, providing relevant diagrams from the PDFs where possible?
LLaVA (Large Language and Vision Assistant) looks promising but I lack the expertise to build this LLM. I... | 2023-11-01T15:22:05 | https://www.reddit.com/r/LocalLLaMA/comments/17lejn8/chatbot_that_can_use_images_from_a_pdf_document/ | Kindly-Eye2023 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lejn8 | false | null | t3_17lejn8 | /r/LocalLLaMA/comments/17lejn8/chatbot_that_can_use_images_from_a_pdf_document/ | false | false | self | 2 | null |
Executive order appears to mention open source weights and fine-tuning | 11 | Looking over it, it sounds like they are taking 270 days to consider open source weights, and also are looking into fine-tuning of models. Not sure what their intention is, but this might be worth keeping an eye on.
​
>Soliciting Input on Dual-Use Foundation Models with Widely Available Model Weights. When t... | 2023-11-01T15:10:03 | https://www.reddit.com/r/LocalLLaMA/comments/17lea7b/executive_order_appears_to_mention_open_source/ | SomeOddCodeGuy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lea7b | false | null | t3_17lea7b | /r/LocalLLaMA/comments/17lea7b/executive_order_appears_to_mention_open_source/ | false | false | self | 11 | {'enabled': False, 'images': [{'id': 'Qrl2WXotl30OMA9tBryQPbOJ5cES0zwcjCSWkKUi2fI', 'resolutions': [], 'source': {'height': 1, 'url': 'https://external-preview.redd.it/py9BdpPVXuz_9y2hpVru9I9x8g8RxFBDdHKnnf42ZdQ.jpg?auto=webp&s=9a209662f8757408a5c810b2e280782d843a9c91', 'width': 1}, 'variants': {}}]} |
What is the difference between GGUF(new format) vs GGML models ? | 4 | I'm using llama models for local inference with Langchain , so i get so much hallucinations with GGML models i used both LLM and chat of ( 7B, !3 B) beacuse i have 16GB of RAM.
So Now i'm exploring new models and want to get a good model , should i try GGUF format ??
Kindly give me suggestions if someone using Lo... | 2023-11-01T14:57:26 | https://www.reddit.com/r/LocalLLaMA/comments/17ldznm/what_is_the_difference_between_ggufnew_format_vs/ | TalhaZubair147 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ldznm | false | null | t3_17ldznm | /r/LocalLLaMA/comments/17ldznm/what_is_the_difference_between_ggufnew_format_vs/ | false | false | self | 4 | null |
Why are you running local models? What are you doing with them? | 158 | I’m fascinated by the whole ecosystem popping up around llama and local LLMs. I’m also curious what everyone here is up to with the models they are running.
Why are you interested in running local models? What are you doing with them?
Secondarily, how are you running your models? Are you truly running them on a loc... | 2023-11-01T14:55:39 | https://www.reddit.com/r/LocalLLaMA/comments/17ldyak/why_are_you_running_local_models_what_are_you/ | ExtremelyQualified | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ldyak | false | null | t3_17ldyak | /r/LocalLLaMA/comments/17ldyak/why_are_you_running_local_models_what_are_you/ | false | false | self | 158 | null |
Help with using Pandas Agent on big csv file | 3 | Hi,
So I learning to build RAG system with LLaMa 2 and local embeddings. I have this big csv of data on books. Each row is a book and the columns are author(s), genres, publisher(s), release dates, ratings, and then one column is the brief summaries of the books.
I am trying to build an agent to answer questions on t... | 2023-11-01T14:10:46 | https://www.reddit.com/r/LocalLLaMA/comments/17ld0fa/help_with_using_pandas_agent_on_big_csv_file/ | asakura_matsunoki | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ld0fa | false | null | t3_17ld0fa | /r/LocalLLaMA/comments/17ld0fa/help_with_using_pandas_agent_on_big_csv_file/ | false | false | self | 3 | null |
Tools for developing AI agents | 1 | Hey guys, I wanna implement an AI agent to retrieve info from various databases and carry out some actions based on the information it retrieves. I was wondering if there are any tools that can help with analyzing and visualizing the overall system. For example visualize how information flows and replay each run. Do yo... | 2023-11-01T13:53:10 | https://www.reddit.com/r/LocalLLaMA/comments/17lcmu3/tools_for_developing_ai_agents/ | Full_Sentence_3678 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lcmu3 | false | null | t3_17lcmu3 | /r/LocalLLaMA/comments/17lcmu3/tools_for_developing_ai_agents/ | false | false | self | 1 | null |
How to parse local c++ files with llamacpp and code llama2 model | 4 | I installed llamacpp and downloaded the code llama2 model. Everything runs fine.
But what I really want is parse my own files, so I can ask questions about them. I have a pretty large code base (like a million lines of c++). I don't expect to be able to parse the whole thing, I guess there will be limits on the amount... | 2023-11-01T13:46:11 | https://www.reddit.com/r/LocalLLaMA/comments/17lchtr/how_to_parse_local_c_files_with_llamacpp_and_code/ | jbcolme | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lchtr | false | null | t3_17lchtr | /r/LocalLLaMA/comments/17lchtr/how_to_parse_local_c_files_with_llamacpp_and_code/ | false | false | self | 4 | null |
Min P sampler merged in llamacpp | 29 | 2023-11-01T12:39:19 | https://github.com/ggerganov/llama.cpp/pull/3841 | ambient_temp_xeno | github.com | 1970-01-01T00:00:00 | 0 | {} | 17lb6et | false | null | t3_17lb6et | /r/LocalLLaMA/comments/17lb6et/min_p_sampler_merged_in_llamacpp/ | false | false | 29 | {'enabled': False, 'images': [{'id': 'MiqPjGLSTNErpqw0woVr2tV-0C5fgFU0c9uTIrVLoKM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/45LR8KzIvTAjvKcRN9hgSK8aAKu_-bhrtfCWl_EzXvI.jpg?width=108&crop=smart&auto=webp&s=a62246cf0faf4399a07e2b15c3672f733e02ff51', 'width': 108}, {'height': 108, 'url': 'h... | ||
How do I choose the Llama Model? It's so confusing. | 37 | 2023-11-01T12:23:31 | abdullahmnsr2 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 17lavtr | false | null | t3_17lavtr | /r/LocalLLaMA/comments/17lavtr/how_do_i_choose_the_llama_model_its_so_confusing/ | false | false | 37 | {'enabled': True, 'images': [{'id': 'B99WoQxWgKDwI7ffxYdp_6JEwbudyM1Vk9ZY1h5v2h4', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/srz5o0wabqxb1.png?width=108&crop=smart&auto=webp&s=0b7cd0fe0491c4d4ab9b338cb777f80c4b5f8dca', 'width': 108}, {'height': 121, 'url': 'https://preview.redd.it/srz5o0wabqxb1.png... | |||
Is it just me or is LLM still not good enough to translate from English to a more gendered language like Portuguese? | 13 | Portuguese is my mother tongue. I've tried ChatGPT, GPT 4, Claude, local LLMs, etc and they all produce inaccurate results that I still have to edit a lot. They also can't remember well if a character is male or female. It feels like they all have the same capabilities as Google Translate, which as far as I know, isn't... | 2023-11-01T12:19:10 | https://www.reddit.com/r/LocalLLaMA/comments/17lasxy/is_it_just_me_or_is_llm_still_not_good_enough_to/ | Ok_Shape3437 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lasxy | false | null | t3_17lasxy | /r/LocalLLaMA/comments/17lasxy/is_it_just_me_or_is_llm_still_not_good_enough_to/ | false | false | self | 13 | null |
Stop sequence doesn't work when using WizardMath-7B with llama.cpp? | 2 | The output of WizardMath when I run it with llama.cpp looks something like this:
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
2+2?
### Response:
>
</s>
</s>
The answer is: </s>.
</s>
</s>
</s... | 2023-11-01T12:11:59 | https://www.reddit.com/r/LocalLLaMA/comments/17laoki/stop_sequence_doesnt_work_when_using_wizardmath7b/ | NeevCuber | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17laoki | false | null | t3_17laoki | /r/LocalLLaMA/comments/17laoki/stop_sequence_doesnt_work_when_using_wizardmath7b/ | false | false | default | 2 | null |
Fine tuning or RAG for test/code framework? | 2 | Hi, I'm working on an open source spec/testing framework, it uses BDD "Features," Web Components and Typescript/node.js. It's designed so the end products abstractly work in any cloud, or locally.
Basically, BDD features recognize certain english-like phrases, which call different validators at an end to end deploymen... | 2023-11-01T12:09:36 | https://www.reddit.com/r/LocalLLaMA/comments/17lan1c/fine_tuning_or_rag_for_testcode_framework/ | nostriluu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lan1c | false | null | t3_17lan1c | /r/LocalLLaMA/comments/17lan1c/fine_tuning_or_rag_for_testcode_framework/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'g0G54TZSBaqVmEbtzvanP3HTNVa7r1XWE6zV-KPGnDE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/QUEHq01_okRd8MzoWJBKNRSbzbqY8TtE5ObUQ7Sh69M.jpg?width=108&crop=smart&auto=webp&s=ada703f910b56715ab21fd95389d97e767aff29e', 'width': 108}, {'height': 108, 'url': 'h... |
What are your thoughts on GPT4All's models? | 3 | From the program you can download 9 models but a few days ago they put up a bunch of new ones on their website that can't be downloaded from the program. Instead, you have to go to their website and scroll down to "Model Explorer" where you should find the following models:
mistral-7b-openorca.Q4\_0.gguf
mistral-7b-... | 2023-11-01T12:08:13 | https://www.reddit.com/r/LocalLLaMA/comments/17lam62/what_are_your_thoughts_on_gpt4alls_models/ | CJ_Kim1992 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17lam62 | false | null | t3_17lam62 | /r/LocalLLaMA/comments/17lam62/what_are_your_thoughts_on_gpt4alls_models/ | false | false | self | 3 | null |
Does Nvidia's new "System Memory Fallback for Stable Diffusion" also compatible with LLM in general? | 9 | Hi all, today Nvidia released a new driver version that appears to allow the GPU to use system memory instead of crashing when it runs out, seen here:
https://nvidia.custhelp.com/app/answers/detail/a_id/5490/~/system-memory-fallback-for-stable-diffusion
I was wondering if this is compatible with LLM, and how I could ... | 2023-11-01T11:57:03 | https://www.reddit.com/r/LocalLLaMA/comments/17laeun/does_nvidias_new_system_memory_fallback_for/ | NorthCryptographer39 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17laeun | false | null | t3_17laeun | /r/LocalLLaMA/comments/17laeun/does_nvidias_new_system_memory_fallback_for/ | false | false | self | 9 | null |
Best *censored* role play models? | 1 | [removed] | 2023-11-01T11:51:17 | https://www.reddit.com/r/LocalLLaMA/comments/17labgk/best_censored_role_play_models/ | simcop2387 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17labgk | false | null | t3_17labgk | /r/LocalLLaMA/comments/17labgk/best_censored_role_play_models/ | false | false | self | 1 | null |
I want to make my own benchmark, what's metric is needed? | 1 | Hello guys, I'm using P100, or T4 on Kaggle to compare some 7b models.
Are there some metrics do you recommend? And what framework is useful for seeing them?
Thanks. | 2023-11-01T09:52:39 | https://www.reddit.com/r/LocalLLaMA/comments/17l8jr2/i_want_to_make_my_own_benchmark_whats_metric_is/ | Mundane_Definition_8 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17l8jr2 | false | null | t3_17l8jr2 | /r/LocalLLaMA/comments/17l8jr2/i_want_to_make_my_own_benchmark_whats_metric_is/ | false | false | self | 1 | null |
Where do I find LORAs, and how do I use them? | 14 | I've seen a lot of people say that you can improve the quality of AI output by training a LORA. However, I don't have the *knawledge* to train one, and I don't have a lot of fiction to train it with. Is there somewhere I can go to look through LORAs that have already been trained?
Additionally, how would I use one?... | 2023-11-01T08:57:09 | https://www.reddit.com/r/LocalLLaMA/comments/17l7to8/where_do_i_find_loras_and_how_do_i_use_them/ | Gyramuur | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17l7to8 | false | null | t3_17l7to8 | /r/LocalLLaMA/comments/17l7to8/where_do_i_find_loras_and_how_do_i_use_them/ | false | false | self | 14 | null |
Questionable ethics in AI paper from MIT about "open-source risks"? | 1 | [removed] | 2023-11-01T06:39:39 | https://www.reddit.com/r/LocalLLaMA/comments/17l63dh/questionable_ethics_in_ai_paper_from_mit_about/ | Annual-Bowl832 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17l63dh | false | null | t3_17l63dh | /r/LocalLLaMA/comments/17l63dh/questionable_ethics_in_ai_paper_from_mit_about/ | false | false | self | 1 | null |
PHIND V7: Red Flags | 1 | Not sure, but it seems they finetuned gpt-3.5-turbo-16k, which is faster than GPT-4, hence the claim of GPT-3.5 speed with 16K context limit.
They're dubiously naming it Phind V7. Also, they've ripped off [WizardLM's](https://twitter.com/WizardLM_AI/status/1696527036804989171) code in the past and rebranded it to secu... | 2023-11-01T06:18:08 | Xhehab_ | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 17l5tai | false | null | t3_17l5tai | /r/LocalLLaMA/comments/17l5tai/phind_v7_red_flags/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'Taqx0_-2LCCILekrQHTMiBZXnms-Gtegxiz_oUapQGs', 'resolutions': [{'height': 208, 'url': 'https://preview.redd.it/la90br8jioxb1.jpg?width=108&crop=smart&auto=webp&s=16b2853257f2cc762f0633a45e11453ea1dc838f', 'width': 108}, {'height': 417, 'url': 'https://preview.redd.it/la90br8jioxb1.jp... | ||
Need a humane LLM to talk with. | 46 | My friend recently passed away. I need to talk with someone. I don't want to break down in front of anyone. Is there any humane LLM I can talk with? I don't want facts or suggestions. I just want to talk. | 2023-11-01T06:17:02 | https://www.reddit.com/r/LocalLLaMA/comments/17l5ssw/need_a_humane_llm_to_talk_with/ | -samka | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17l5ssw | false | null | t3_17l5ssw | /r/LocalLLaMA/comments/17l5ssw/need_a_humane_llm_to_talk_with/ | false | false | self | 46 | null |
PHIND V7: Red Flags | 1 | [removed] | 2023-11-01T06:05:53 | Xhehab_ | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 17l5nj0 | false | null | t3_17l5nj0 | /r/LocalLLaMA/comments/17l5nj0/phind_v7_red_flags/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'njFMp-kNhe6Dm2LlsIY7KSSuwY9hmdl5TcYaD5jXS2M', 'resolutions': [{'height': 208, 'url': 'https://preview.redd.it/n5j5f3ocgoxb1.png?width=108&crop=smart&auto=webp&s=c980dc5f21fbf516f53fc5add941f59a0d4369f0', 'width': 108}, {'height': 417, 'url': 'https://preview.redd.it/n5j5f3ocgoxb1.pn... | ||
PHIND V7: Red Flags | 1 | Not sure, but it seems they finetuned gpt-3.5-turbo-16k, which is faster than GPT-4, hence the claim of GPT-3.5 speed with 16K context limit.
They're dubiously naming it Phind V7. Also, they've ripped off [WizardLM's](https://twitter.com/WizardLM_AI/status/1696527036804989171) code in the past and rebranded it to secu... | 2023-11-01T05:54:13 | Xhehab_ | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 17l5hej | false | null | t3_17l5hej | /r/LocalLLaMA/comments/17l5hej/phind_v7_red_flags/ | false | false | 1 | {'enabled': True, 'images': [{'id': '8_yWLX3sFREZjNsC_go4xtWogZKYw6TUfOOoViZWhFA', 'resolutions': [{'height': 208, 'url': 'https://preview.redd.it/mdl7m2o9eoxb1.jpg?width=108&crop=smart&auto=webp&s=1c31fe50f5707aef593a929c9276934bda8397a8', 'width': 108}, {'height': 417, 'url': 'https://preview.redd.it/mdl7m2o9eoxb1.jp... | ||
Phind V7: Red Flags | 1 | Not sure, but it seems they finetuned gpt-3.5-turbo-16k, which is faster than GPT-4, hence the claim of it being 10X faster with 16K context limit.
They're dubiously naming it Phind V7. Also, they've ripped off [WizardLM's](https://twitter.com/WizardLM_AI/status/1696527036804989171) code in the past and rebranded it t... | 2023-11-01T05:47:35 | Xhehab_ | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 17l5e54 | false | null | t3_17l5e54 | /r/LocalLLaMA/comments/17l5e54/phind_v7_red_flags/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'IVpvEpfOrlpdPFP9C_rFoOwDzMLI4xMFhZqRiPf4YEE', 'resolutions': [{'height': 208, 'url': 'https://preview.redd.it/wtnicl13doxb1.jpg?width=108&crop=smart&auto=webp&s=d8274e2a2665f315b9fad2f8e98bc0912c30df0c', 'width': 108}, {'height': 417, 'url': 'https://preview.redd.it/wtnicl13doxb1.jp... | ||
Best noob intro to Local LLaMA? | 1 | Hi! I am a software engineer with dev and infra experience; any suggestions on quick start into this topic? I would benefit from some comprehensive tutorial on how to start, I think I can pick up from that. Any list of models with short info, capabilities etc? | 2023-11-01T05:44:17 | https://www.reddit.com/r/LocalLLaMA/comments/17l5ci8/best_noob_intro_to_local_llama/ | Aggressive_Lab744 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17l5ci8 | false | null | t3_17l5ci8 | /r/LocalLLaMA/comments/17l5ci8/best_noob_intro_to_local_llama/ | false | false | self | 1 | null |
Which Google compute instance can easily run Meta's 34B code instruct llama-2 model? | 1 | title | 2023-11-01T05:30:37 | https://www.reddit.com/r/LocalLLaMA/comments/17l55tr/which_google_compute_instance_can_easily_run/ | Own-Internet-9321 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17l55tr | false | null | t3_17l55tr | /r/LocalLLaMA/comments/17l55tr/which_google_compute_instance_can_easily_run/ | false | false | self | 1 | null |
Is there any adequate epochs when fine tuning llm with Qlora method? | 1 | [removed] | 2023-11-01T04:42:38 | https://www.reddit.com/r/LocalLLaMA/comments/17l4gd8/is_there_any_adequate_epochs_when_fine_tuning_llm/ | Difficult-Mixture724 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17l4gd8 | false | null | t3_17l4gd8 | /r/LocalLLaMA/comments/17l4gd8/is_there_any_adequate_epochs_when_fine_tuning_llm/ | false | false | self | 1 | null |
LoRA Fine-tuning Efficiently Undoes Safety Training in Llama 2-Chat 70B | 87 | 2023-11-01T03:44:16 | https://arxiv.org/abs/2310.20624 | ninjasaid13 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 17l3ilb | false | null | t3_17l3ilb | /r/LocalLLaMA/comments/17l3ilb/lora_finetuning_efficiently_undoes_safety/ | false | false | 87 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/izh8gZHY4FqZ1nwtU1N_TjtohUCNuvTyMn90toXda80.jpg?width=108&crop=smart&auto=webp&s=bc9575b410002edc2df3c5b5b0355fefedc7baa8', 'width': 108}, {'height': 126, 'url': 'h... | ||
Fine-Tuned Llama2 Inserting Unnecessary Delimiters | 1 | I fine-tuned a 13B parameter Llama2 model in colab recently. I used a dataset that I made myself with some completely fabricated information about a mars colony. I did this to ensure that my model was actually learning in the finetuning process. Anyway, the process worked. The model clearly learned information that cou... | 2023-11-01T02:37:57 | https://www.reddit.com/r/LocalLLaMA/comments/17l2b5u/finetuned_llama2_inserting_unnecessary_delimiters/ | Nervous-Doctor-3734 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17l2b5u | false | null | t3_17l2b5u | /r/LocalLLaMA/comments/17l2b5u/finetuned_llama2_inserting_unnecessary_delimiters/ | false | false | self | 1 | null |
What can I expect from my upgrade? | 1 | I own a Ryzen 5 3600, 32GB of RAM and a 3060/12gb. I can run lots of 13GB models, but next Friday I'll upgrade to 64gb of TAM.
Realistic, how far can I go, what kind of models should I try? | 2023-11-01T02:05:20 | https://www.reddit.com/r/LocalLLaMA/comments/17l1ofs/what_can_i_expect_from_my_upgrade/ | nazihater3000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17l1ofs | false | null | t3_17l1ofs | /r/LocalLLaMA/comments/17l1ofs/what_can_i_expect_from_my_upgrade/ | false | false | self | 1 | null |
Any guides for creating an LLM that you can continually feed info to like a “diary”? | 7 | I'm curious if there's an ideal setup or pipeline that you can get an LLM to listen and "learn" from you if you just feed it info everyday like a personal diary? Would be interested to see how the model recalls or processes details of my life. Would you just use a web ui like oogabooga to feed info and adapt the model? | 2023-11-01T01:35:02 | https://www.reddit.com/r/LocalLLaMA/comments/17l13a6/any_guides_for_creating_an_llm_that_you_can/ | masticore514219 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17l13a6 | false | null | t3_17l13a6 | /r/LocalLLaMA/comments/17l13a6/any_guides_for_creating_an_llm_that_you_can/ | false | false | self | 7 | null |
He changed his name lol | 1 | 2023-11-01T01:10:00 | Future_Might_8194 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 17l0lwl | false | null | t3_17l0lwl | /r/LocalLLaMA/comments/17l0lwl/he_changed_his_name_lol/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'CsvnD1nsnFE0I9zrq1tpPhsQhK30xEiuMOQeyAQBdRA', 'resolutions': [{'height': 64, 'url': 'https://preview.redd.it/pkgy7vtgzmxb1.png?width=108&crop=smart&auto=webp&s=776eeba9fc7bf4d4040a5b82fcfd62287035c003', 'width': 108}, {'height': 128, 'url': 'https://preview.redd.it/pkgy7vtgzmxb1.png... | |||
Pro Tip: Slow down your TTS playback speed to 75% for DrunkGPT | 12 | 2023-11-01T00:23:18 | Future_Might_8194 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 17kzoav | false | null | t3_17kzoav | /r/LocalLLaMA/comments/17kzoav/pro_tip_slow_down_your_tts_playback_speed_to_75/ | false | false | 12 | {'enabled': True, 'images': [{'id': '4O9j6f_lbO10g02XMTjKM4ODxqiFeuKJr7Y4lShM6ls', 'resolutions': [{'height': 82, 'url': 'https://preview.redd.it/wqpzp4h8rmxb1.jpg?width=108&crop=smart&auto=webp&s=59b602d1913de64c3e55d1eed6e103a8c4045553', 'width': 108}, {'height': 165, 'url': 'https://preview.redd.it/wqpzp4h8rmxb1.jpg... | |||
Anyone get Amazon’s long-context MistralLite to work properly? | 13 | https://huggingface.co/TheBloke/MistralLite-7B-GGUF
This is supposed to be a 32k context finetune of mistral. I’ve tried the recommended Q5 version in both GPT4all and LMStudio, and it works for normal short prompts but hangs and produces no output when I crank up the context length to 8k+ for data cleaning. I tried i... | 2023-11-01T00:19:17 | https://www.reddit.com/r/LocalLLaMA/comments/17kzlbl/anyone_get_amazons_longcontext_mistrallite_to/ | madmax_br5 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17kzlbl | false | null | t3_17kzlbl | /r/LocalLLaMA/comments/17kzlbl/anyone_get_amazons_longcontext_mistrallite_to/ | false | false | self | 13 | {'enabled': False, 'images': [{'id': '6tomYpgeK5x0co9mtnoxckABb09e8a0MmTbmaNBh-ak', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/N2oZcCKHspk_RgivZ0JWZC2i5Ubkf_3BSKeQtn4VdeQ.jpg?width=108&crop=smart&auto=webp&s=00773d62ddde0cdbd6d643c365a712ba1012fee2', 'width': 108}, {'height': 116, 'url': 'h... |
Advice on using LLMs to help with writing? | 1 | [removed] | 2023-11-01T00:05:01 | https://www.reddit.com/r/LocalLLaMA/comments/17kzavk/advice_on_using_llms_to_help_with_writing/ | Haunting_Turnip_7842 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17kzavk | false | null | t3_17kzavk | /r/LocalLLaMA/comments/17kzavk/advice_on_using_llms_to_help_with_writing/ | false | false | self | 1 | null |
Memory requirements for Finetuning Code LLama? | 10 | For my work, I need to finetune Code LLama 7B and 34B models. I have access to an A100 GPU. I am not sure if it is enough for fine-tuning on a 400MB corpus. Also, what should be the other memory requirements - system RAM and storage? Will it require data off-loading?
Any expert opinion will be helpful. | 2023-10-31T22:07:47 | https://www.reddit.com/r/LocalLLaMA/comments/17kwsqb/memory_requirements_for_finetuning_code_llama/ | Lopsided_Ad5257 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17kwsqb | false | null | t3_17kwsqb | /r/LocalLLaMA/comments/17kwsqb/memory_requirements_for_finetuning_code_llama/ | false | false | self | 10 | null |
Fine Tuning in a single 3090 | 3 | Is it possible to fine-tune a smaller model (7B) in a single 3090 machine?
I'm thinking about building a machine that uses a single 3090 with 96GB RAM. I've read that renting is the best option for fine-tuning, but I want to be able to fine-tune offline. Other hardware i'm considering adding to this build: z790 and... | 2023-10-31T21:50:23 | https://www.reddit.com/r/LocalLLaMA/comments/17kwela/fine_tuning_in_a_single_3090/ | imyolkedbruh | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17kwela | false | null | t3_17kwela | /r/LocalLLaMA/comments/17kwela/fine_tuning_in_a_single_3090/ | false | false | self | 3 | null |
Is there a GPT available that lets you build 3D visualization? | 2 | I know DALLE and etc can make 2d images, is there anything that can build 3d stuff open to public | 2023-10-31T21:33:55 | https://www.reddit.com/r/LocalLLaMA/comments/17kw18k/is_there_a_gpt_available_that_lets_you_build_3d/ | derpgod123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17kw18k | false | null | t3_17kw18k | /r/LocalLLaMA/comments/17kw18k/is_there_a_gpt_available_that_lets_you_build_3d/ | false | false | default | 2 | null |
Best vision model for dense OCR? | 8 | I have some old engineering textbooks and wanted to try taking pictures of the pages, extracting the text with a vision model, and using this data to fine-tune an LLM. I may need to fine-tune the vision model first in order to parse the text into a markdown format. But my question is which base vision model to use, esp... | 2023-10-31T21:13:10 | https://www.reddit.com/r/LocalLLaMA/comments/17kvjym/best_vision_model_for_dense_ocr/ | madmax_br5 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17kvjym | false | null | t3_17kvjym | /r/LocalLLaMA/comments/17kvjym/best_vision_model_for_dense_ocr/ | false | false | self | 8 | null |
Bitnet in Pytorch or Jax | 2 | I was interested by the new bitnet paper [https://arxiv.org/pdf/2310.11453.pdf](https://arxiv.org/pdf/2310.11453.pdf), and was wondering if there was any way to use the 1 bit (1 or -1) in actual practice and how? More specifically, I know that you can do this with cuda (which I don't have any experience with) but it wo... | 2023-10-31T20:31:40 | https://www.reddit.com/r/LocalLLaMA/comments/17kum68/bitnet_in_pytorch_or_jax/ | Additional-Ad-7043 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17kum68 | false | null | t3_17kum68 | /r/LocalLLaMA/comments/17kum68/bitnet_in_pytorch_or_jax/ | false | false | self | 2 | null |
How is the quantizing a llama based model which is fine tuned by myself? | 2 | I am wondering if I use some cloud infra to fine tuning a llama based model with lora or qlora, then how I should quantize my model to serve it on a CPU only Linux server? How is the process and where can I find some reference for that? | 2023-10-31T20:10:28 | https://www.reddit.com/r/LocalLLaMA/comments/17ku4tc/how_is_the_quantizing_a_llama_based_model_which/ | mrmrn121 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ku4tc | false | null | t3_17ku4tc | /r/LocalLLaMA/comments/17ku4tc/how_is_the_quantizing_a_llama_based_model_which/ | false | false | self | 2 | null |
Never liked the chat interface of Oobabooga, OpenAI or really anoyone, so I made my own. It's meant to make coding and other text-heavy tasks more effortless by providing a responsive interface. Currently just using it for myself, but wondering if I should release it? | 27 | 2023-10-31T19:37:05 | Severin_Suveren | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 17ktdxe | false | null | t3_17ktdxe | /r/LocalLLaMA/comments/17ktdxe/never_liked_the_chat_interface_of_oobabooga/ | false | false | 27 | {'enabled': True, 'images': [{'id': 'AKtpIVW9-2Dhx1eIOPhUmnhSFUoA2YTSo5ULGZJL0vQ', 'resolutions': [{'height': 51, 'url': 'https://preview.redd.it/25bkqtbzalxb1.png?width=108&crop=smart&auto=webp&s=a447389e7ca0e0dd47a3e7ea2cf2e0de2730fe1a', 'width': 108}, {'height': 103, 'url': 'https://preview.redd.it/25bkqtbzalxb1.png... | |||
[GPT-4 POWERED] We’ve created a mobile IOS AI app that generates text, art, analyzes photos, and more! | 1 | [removed] | 2023-10-31T19:35:15 | https://www.reddit.com/r/LocalLLaMA/comments/17ktckf/gpt4_powered_weve_created_a_mobile_ios_ai_app/ | EtelsonRecomputing | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ktckf | false | null | t3_17ktckf | /r/LocalLLaMA/comments/17ktckf/gpt4_powered_weve_created_a_mobile_ios_ai_app/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'j9BOoAGSccutND6ogshNyb-xWVFtmdUvHV_lLdzYeVk', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/V0FBs4ANBGpyFs_PZ9-yzcRHWxeq6OF-hv624Ti8Fs0.jpg?width=108&crop=smart&auto=webp&s=76adf9aa07171352e3727b8d8bde812b5eb0f7ab', 'width': 108}, {'height': 113, 'url': 'h... |
Personalization in Companion Bots - Platform Suggestions? | 17 | I'm looking to personalize my companion bot and make it more engaging. Does anyone have experience with platforms that offer extensive customization options? | 2023-10-31T19:20:47 | https://www.reddit.com/r/LocalLLaMA/comments/17kt0np/personalization_in_companion_bots_platform/ | Zumcddo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17kt0np | false | null | t3_17kt0np | /r/LocalLLaMA/comments/17kt0np/personalization_in_companion_bots_platform/ | false | false | self | 17 | null |
Vector DB alternatives: storage optimization of past conversations in LLMs, anyone ever done it? | 9 | I'm exploring techniques to improve memory handling in LLMs without resorting to vector databases like Pinecone. In the scenario of an ongoing conversation of days or weeks in length, previous chats roll off the context window. The idea would be for a conversation manager (could be the LLM prompting itself as space fil... | 2023-10-31T18:46:43 | https://www.reddit.com/r/LocalLLaMA/comments/17ks7qe/vector_db_alternatives_storage_optimization_of/ | Hamdoullah | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ks7qe | false | null | t3_17ks7qe | /r/LocalLLaMA/comments/17ks7qe/vector_db_alternatives_storage_optimization_of/ | false | false | self | 9 | null |
Nl-to-SQl other than OpenAI | 2 | Hi techies, I'm working on NL to SQL queries been while used LangChain and LlamaIndex with OpenAI but found efficient without these frameworks, what do you think are the other best LLMs are worth giving a shot, are there any opensource LLMs that can be significant good at this job? | 2023-10-31T18:25:49 | https://www.reddit.com/r/LocalLLaMA/comments/17krq16/nltosql_other_than_openai/ | Murky-Tumbleweed-486 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17krq16 | false | null | t3_17krq16 | /r/LocalLLaMA/comments/17krq16/nltosql_other_than_openai/ | false | false | self | 2 | null |
Phind Model beats GPT-4 at coding, with GPT-3.5 speed and 16k context | 158 | 2023-10-31T18:10:52 | https://news.ycombinator.com/item?id=38088538 | sleeper-2 | news.ycombinator.com | 1970-01-01T00:00:00 | 0 | {} | 17krdhu | false | null | t3_17krdhu | /r/LocalLLaMA/comments/17krdhu/phind_model_beats_gpt4_at_coding_with_gpt35_speed/ | false | false | default | 158 | null | |
Fine-tuning of the long-context LLM | 1 | [removed] | 2023-10-31T18:10:50 | https://www.reddit.com/r/LocalLLaMA/comments/17krdgw/finetuning_of_the_longcontext_llm/ | Greg_Z_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17krdgw | false | null | t3_17krdgw | /r/LocalLLaMA/comments/17krdgw/finetuning_of_the_longcontext_llm/ | false | false | self | 1 | null |
Reverso Expanded 13b - Now Even Fancier Question Asking Model | 16 | 2023-10-31T18:06:12 | FPham | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 17kr9rb | false | null | t3_17kr9rb | /r/LocalLLaMA/comments/17kr9rb/reverso_expanded_13b_now_even_fancier_question/ | false | false | 16 | {'enabled': True, 'images': [{'id': 'sILdX05JmZ2nK69jSjrwpTEhCRBpAo8sQ93kWsbPQ4U', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/jaeo1bmwvkxb1.jpg?width=108&crop=smart&auto=webp&s=1bb8d3ccabd2aba380f4c0840d3b6e455a2ae48e', 'width': 108}, {'height': 216, 'url': 'https://preview.redd.it/jaeo1bmwvkxb1.jp... | |||
PC Build Suggestion For RTX 4090 + RTX 3090 | 3 | I want to build a PC for inference and training of Local LLMs and Gaming. I've decided to go with an RTX 4090 and a used RTX 3090 for 48GB VRAM for loading larger models as well as a decent enough speed.
What motherboard, PSU and Cabinet should I choose? **Ideally I'd want to run both cards at least with x8 PCIe slots... | 2023-10-31T17:11:39 | https://www.reddit.com/r/LocalLLaMA/comments/17kq0yq/pc_build_suggestion_for_rtx_4090_rtx_3090/ | Chromastone_1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17kq0yq | false | null | t3_17kq0yq | /r/LocalLLaMA/comments/17kq0yq/pc_build_suggestion_for_rtx_4090_rtx_3090/ | false | false | self | 3 | null |
🐺🐦⬛ Huge LLM Comparison/Test: Part II (7B-20B) Roleplay Tests | 350 | Happy Halloween! 🎃
This is the second part of my [Huge LLM Comparison/Test: 39 models tested (7B-70B + ChatGPT/GPT-4)](https://www.reddit.com/r/LocalLLaMA/comments/17fhp9k/huge_llm_comparisontest_39_models_tested_7b70b/) where I continue evaluating the winners of the first part further. While the previous part was ab... | 2023-10-31T17:08:30 | https://www.reddit.com/r/LocalLLaMA/comments/17kpyd2/huge_llm_comparisontest_part_ii_7b20b_roleplay/ | WolframRavenwolf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17kpyd2 | false | null | t3_17kpyd2 | /r/LocalLLaMA/comments/17kpyd2/huge_llm_comparisontest_part_ii_7b20b_roleplay/ | false | false | self | 350 | {'enabled': False, 'images': [{'id': '2g4MtoKvhQOBCmeiXB1qv1h_5M24BeeYF64zcf4-rfg', 'resolutions': [{'height': 142, 'url': 'https://external-preview.redd.it/0z4RbV35RPDd2wqL6Oyz-uwz9kKNBAH0ePojGplYP2M.jpg?width=108&crop=smart&auto=webp&s=bbe38cbb6d4f7a7e6dd7d3c8b79c4ac9ba965545', 'width': 108}, {'height': 284, 'url': '... |
spicyboros weaponized by doomers | 118 | In my mind, "spicy" is just some extra cursing, humor, etc. Basically a model that is more fun, and less moralizing.
Unfortunately, AI safety doomers have a very different definition of "spicy". To them, "spicy" is reconstructing and releasing the 1918 influenza virus to commit bioterrorism (by fine tuning spicyboro... | 2023-10-31T16:51:35 | https://www.reddit.com/r/LocalLLaMA/comments/17kpkfn/spicyboros_weaponized_by_doomers/ | JonDurbin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17kpkfn | false | null | t3_17kpkfn | /r/LocalLLaMA/comments/17kpkfn/spicyboros_weaponized_by_doomers/ | false | false | self | 118 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/izh8gZHY4FqZ1nwtU1N_TjtohUCNuvTyMn90toXda80.jpg?width=108&crop=smart&auto=webp&s=bc9575b410002edc2df3c5b5b0355fefedc7baa8', 'width': 108}, {'height': 126, 'url': 'h... |
chatbot based on a judge opinions | 5 | So. I'm in the middle of creating a dataset of questions and answers have been abstracted from the Chief Judge of the Northern district of Illinois. I expect to be finished with it later this week. I was just going to fine-tune a get 3.5 turbo chatbot on it. Part of the reason why is because GPT is already trained on a... | 2023-10-31T16:09:02 | https://www.reddit.com/r/LocalLLaMA/comments/17kom7u/chatbot_based_on_a_judge_opinions/ | Time-Way1708 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17kom7u | false | null | t3_17kom7u | /r/LocalLLaMA/comments/17kom7u/chatbot_based_on_a_judge_opinions/ | false | false | self | 5 | null |
ctransformers vs llama-cpp-python | 1 | what's the difference between ctransformers and llama-cpp-python? | 2023-10-31T15:48:24 | https://www.reddit.com/r/LocalLLaMA/comments/17ko4lx/ctransformers_vs_llamacpppython/ | kaoutar- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ko4lx | false | null | t3_17ko4lx | /r/LocalLLaMA/comments/17ko4lx/ctransformers_vs_llamacpppython/ | false | false | self | 1 | null |
New LoftQ quantization technique outperforms QLora | 24 | New LLM Quantization method called LoftQ (LoRA-Fine-Tuning-aware Quantization) by GeorgiaTech and Microsoft outperforms QLoRA.
[Paper](https://arxiv.org/pdf/2310.08659.pdf) is available as well as a [YT video](https://www.youtube.com/watch?v=iD0FnpncKdI) discussing the benefits of this technique. | 2023-10-31T15:40:28 | https://www.reddit.com/r/LocalLLaMA/comments/17knxzq/new_loftq_quantization_technique_outperforms_qlora/ | yahma | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17knxzq | false | null | t3_17knxzq | /r/LocalLLaMA/comments/17knxzq/new_loftq_quantization_technique_outperforms_qlora/ | false | false | self | 24 | null |
Update from SciPhi - Introducing SciPhi-Self-RAG-Mistral-7B-32k | 69 | Hi All,
I previously [discussed here \[Phibrarian Alpha\]](https://www.reddit.com/r/LocalLLaMA/comments/179lxgz/phibrarian_alpha_the_first_model_checkpoint_from/) a model I which was fine-tuned over Mistral 7b with a 32k context window. The fine-tune ran for four epochs on over 1 billion tokens of high-quality synthet... | 2023-10-31T15:22:52 | https://www.reddit.com/r/LocalLLaMA/comments/17knjfz/update_from_sciphi_introducing/ | docsoc1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17knjfz | false | null | t3_17knjfz | /r/LocalLLaMA/comments/17knjfz/update_from_sciphi_introducing/ | false | false | 69 | null | |
Help with llama2,4-bit quant and parallelism | 2 | Looks i stuck gor a while
Download textgeneration webui run start is easy enough. When i download model via webui giving a model name from hugging face seems working for me. Couldnt find llama2 there at all so got one frommmeta ai directly, but there is no config.json
And totally no luck with 4-bit/quantization. Can... | 2023-10-31T15:09:08 | https://www.reddit.com/r/LocalLLaMA/comments/17kn896/help_with_llama24bit_quant_and_parallelism/ | chub0ka | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17kn896 | false | null | t3_17kn896 | /r/LocalLLaMA/comments/17kn896/help_with_llama24bit_quant_and_parallelism/ | false | false | self | 2 | null |
What is the good rp model for group chats, meaning more than one character | 1 | Preferably in silly tavern maybe 7b or 13b. | 2023-10-31T14:56:13 | https://www.reddit.com/r/LocalLLaMA/comments/17kmxre/what_is_the_good_rp_model_for_group_chats_meaning/ | swwer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17kmxre | false | null | t3_17kmxre | /r/LocalLLaMA/comments/17kmxre/what_is_the_good_rp_model_for_group_chats_meaning/ | false | false | self | 1 | null |
Langchain extraction chain question | 1 | I am trying to use Langchain information extraction chain with OpenAl. Firstly, I am reading a PDF file having some text about products or product. There is no specefic format of PDF, it can be in any format like, there can be only one product on one page or one product can be on two pages or there can be 10 products o... | 2023-10-31T14:47:14 | https://www.reddit.com/r/LocalLLaMA/comments/17kmqp8/langchain_extraction_chain_question/ | Gullible-Being-8595 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17kmqp8 | false | null | t3_17kmqp8 | /r/LocalLLaMA/comments/17kmqp8/langchain_extraction_chain_question/ | false | false | self | 1 | null |
Apple M3 Max (base model) reduced memory bandwidth from 400 Gb/s to 300 Gb/s | 38 | The chip seems faster from the presentation but given this reduction in memory bandwidth I wonder how much it will affect LLMs inference. Would 300 Gb/s be enough for practical use of 7b/14b models quantized? Given that we don't have benchmarks yet, does anyone have an intuition if the inference speed (in terms of toke... | 2023-10-31T14:30:39 | https://www.reddit.com/r/LocalLLaMA/comments/17kmdxm/apple_m3_max_base_model_reduced_memory_bandwidth/ | ExactSeaworthiness34 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17kmdxm | false | null | t3_17kmdxm | /r/LocalLLaMA/comments/17kmdxm/apple_m3_max_base_model_reduced_memory_bandwidth/ | false | false | self | 38 | null |
Looking for the model that is good at group chats trough silly tavern | 1 | At least 7b 13b. | 2023-10-31T14:28:17 | https://www.reddit.com/r/LocalLLaMA/comments/17kmc1c/looking_for_the_model_that_is_good_at_group_chats/ | swwer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17kmc1c | false | null | t3_17kmc1c | /r/LocalLLaMA/comments/17kmc1c/looking_for_the_model_that_is_good_at_group_chats/ | false | false | self | 1 | null |
need advice for reducing inference time | 3 | ​
[Code](https://preview.redd.it/8yotkpxgojxb1.png?width=818&format=png&auto=webp&s=c16d7a8ddf8440bb4325f8f4483a5869c89ea029)
I'm using mistral-7b to understanding LLMs' procedure.
Does anyone have an idea to improve this process?
do not recommend changing the number of tokens -> 1. :)
​ | 2023-10-31T14:05:52 | https://www.reddit.com/r/LocalLLaMA/comments/17klu81/need_advice_for_reducing_inference_time/ | Mundane_Definition_8 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17klu81 | false | null | t3_17klu81 | /r/LocalLLaMA/comments/17klu81/need_advice_for_reducing_inference_time/ | false | false | 3 | null | |
Tested: ExllamaV2's max context on 24gb with 70B low-bpw & speculative sampling performance | 28 | Recent [releases](https://github.com/turboderp/exllamav2/releases/tag/v0.0.7) for exllamav2 brings working fp8 cache support, which I've been very excited to test. This feature doubles the maximum context length you can run with your model, without any visible downsides.
For models barely fitting (*it screams as you s... | 2023-10-31T13:39:52 | https://www.reddit.com/r/LocalLLaMA/comments/17klaa5/tested_exllamav2s_max_context_on_24gb_with_70b/ | Aaaaaaaaaeeeee | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17klaa5 | false | null | t3_17klaa5 | /r/LocalLLaMA/comments/17klaa5/tested_exllamav2s_max_context_on_24gb_with_70b/ | false | false | self | 28 | {'enabled': False, 'images': [{'id': 'NiVn0LHb6GQ_fLREGiPE0g9VNwlq7xL9TvZNDk3RngI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/f57AJ8h9YKB0wgcBgNJwZ5mJLKgJQJ8_dJF9RHrgc94.jpg?width=108&crop=smart&auto=webp&s=09eb2a39f4cf0d89296a5471e34fd5b0dc996113', 'width': 108}, {'height': 108, 'url': 'h... |
PSA: With Nvidia driver 564.01 it's now possible to disable swapping into system ram when VRAM is exhausted. | 103 | This will make people, who reverted on older drivers because they suffered from lower performance due to ram swapping, happy. If you follow this simple guide: [https://nvidia.custhelp.com/app/answers/detail/a\_id/5490](https://nvidia.custhelp.com/app/answers/detail/a_id/5490) the old memory management will return, wher... | 2023-10-31T13:37:25 | https://www.reddit.com/r/LocalLLaMA/comments/17kl8gu/psa_with_nvidia_driver_56401_its_now_possible_to/ | dampflokfreund | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17kl8gu | false | null | t3_17kl8gu | /r/LocalLLaMA/comments/17kl8gu/psa_with_nvidia_driver_56401_its_now_possible_to/ | false | false | self | 103 | null |
Is it possible to use GPTQ models on video card + RAM? | 1 | I'm using GGUF models, it's cpu + gpu + RAM. It's slow, but tolerable.
​
I heard that it is possible to run GPTQ models only on a video card that will take additional video memory from RAM. I also heard that it will be faster than GGUF.
​
Is this true? Give me a guide on how to do it. When I run GPTQ,... | 2023-10-31T13:29:08 | https://www.reddit.com/r/LocalLLaMA/comments/17kl2c0/is_it_possible_to_use_gptq_models_on_video_card/ | Secret_Joke_2262 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17kl2c0 | false | null | t3_17kl2c0 | /r/LocalLLaMA/comments/17kl2c0/is_it_possible_to_use_gptq_models_on_video_card/ | false | false | self | 1 | null |
What does Apple's shared memory mean for machine learning projects? | 6 | I have a PC with a GPU that has 12GB of VRAM. I also have a MPB that my work issues me. It's an M1 Max with 32gb memory. How does shared memory work when it comes to projects like running local LLMs? | 2023-10-31T13:00:47 | https://www.reddit.com/r/LocalLLaMA/comments/17kkhny/what_does_apples_shared_memory_mean_for_machine/ | AppleBottmBeans | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17kkhny | false | null | t3_17kkhny | /r/LocalLLaMA/comments/17kkhny/what_does_apples_shared_memory_mean_for_machine/ | false | false | self | 6 | null |
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