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What are currently the best models to try out if you are new to this space? | 1 | [removed] | 2023-10-12T12:34:03 | https://www.reddit.com/r/LocalLLaMA/comments/1765x09/what_are_currently_the_best_models_to_try_out_if/ | friscofresh | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1765x09 | false | null | t3_1765x09 | /r/LocalLLaMA/comments/1765x09/what_are_currently_the_best_models_to_try_out_if/ | false | false | self | 1 | null |
From no GPU to a 3060 12gb, what can I run? | 80 | As the title says, I'll be moving up in the world of llms soon by getting a gpu! I also plan to go from my current 16gb of ram to 64gb ddr5 (and a 13th gen i5 hopefully!).
Until now, I've been mainly running 7b models with a few 13bs if I can tolerate the trade off of t/s for better quality, however I've always been w... | 2023-10-12T12:10:01 | https://www.reddit.com/r/LocalLLaMA/comments/1765g70/from_no_gpu_to_a_3060_12gb_what_can_i_run/ | Sebba8 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1765g70 | false | null | t3_1765g70 | /r/LocalLLaMA/comments/1765g70/from_no_gpu_to_a_3060_12gb_what_can_i_run/ | false | false | self | 80 | null |
Need help: Llama2-chat generate trailing /s in the answer | 1 | I try to follow llama 2 chat format guidelines and it seems that model doesn't interpret ending </s> as an and of sentence.
On the second conversation operation I have following prompt:
`<s>[INST] <<SYS>>`
`You are helpful assistant, answer the questions.`
`<</SYS>>`
`Tom have a father Mikle and a mother Maria. A... | 2023-10-12T11:36:51 | https://www.reddit.com/r/LocalLLaMA/comments/1764uk9/need_help_llama2chat_generate_trailing_s_in_the/ | losthost12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1764uk9 | false | null | t3_1764uk9 | /r/LocalLLaMA/comments/1764uk9/need_help_llama2chat_generate_trailing_s_in_the/ | false | false | self | 1 | null |
LLaVA training script and evaluation | 20 | 2023-10-12T10:21:43 | https://x.com/imhaotian/status/1712269327167037661?s=20 | ninjasaid13 | x.com | 1970-01-01T00:00:00 | 0 | {} | 1763lvn | false | null | t3_1763lvn | /r/LocalLLaMA/comments/1763lvn/llava_training_script_and_evaluation/ | false | false | 20 | {'enabled': False, 'images': [{'id': 'hdpTjL5Vk9DvKj9629X-Z7grDU3swi3JmAU_gts1Pik', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/LdTlrX7rpAG8z2sVYyYrR6ZqLK-aEx5DunfWidNzSfk.jpg?width=108&crop=smart&auto=webp&s=82ffcc29d31c200099843c05e40bb34616025e6d', 'width': 108}], 'source': {'height': 20... | ||
Prompt tuning | 1 | [removed] | 2023-10-12T09:57:31 | https://www.reddit.com/r/LocalLLaMA/comments/1763883/prompt_tuning/ | Distinct-Target7503 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1763883 | false | null | t3_1763883 | /r/LocalLLaMA/comments/1763883/prompt_tuning/ | false | false | self | 1 | null |
How to switch b/w LLMs on the fly? | 1 | [removed] | 2023-10-12T08:11:28 | https://www.reddit.com/r/LocalLLaMA/comments/1761p97/how_to_switch_bw_llms_on_the_fly/ | Anu_Rag9704 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1761p97 | false | null | t3_1761p97 | /r/LocalLLaMA/comments/1761p97/how_to_switch_bw_llms_on_the_fly/ | false | false | self | 1 | null |
Langchain not working with HuggingFacePipeline | 2 | I have the following code:
from transformers import AutoModelForCausalLM, AutoTokenizer
from langchain.llms import HuggingFacePipeline
from langchain import PromptTemplate, LLMChain
model_id = "TheBloke/Llama-2-7b-Chat-GPTQ"
temperature = 0.15
max_new_tokens = 2048
model... | 2023-10-12T05:07:21 | https://www.reddit.com/r/LocalLLaMA/comments/175yxk4/langchain_not_working_with_huggingfacepipeline/ | Robur_131 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175yxk4 | false | null | t3_175yxk4 | /r/LocalLLaMA/comments/175yxk4/langchain_not_working_with_huggingfacepipeline/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'neUP1x5oCtCHNn-N08nsMuzB9x83YmUBTc1fGz9_kh4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/zRXwkcaSsZfStpRf2QeUGcWtHxn4WGYBNvuCPQakG1c.jpg?width=108&crop=smart&auto=webp&s=b9de856379aa5b572453a9cb65c8785fee60a8ed', 'width': 108}, {'height': 108, 'url': 'h... |
Mac M2 has significant improvement over M1 using llama.cpp? | 9 | Im considering buying one of the following MBP.
M1 16GB ram, 10 CPU, 16GPU, 1TB.
M2 16GB ram, 10 CPU, 16GPU, 512gb.
I want using llama.cpp for experiment with local text generation, so is it worth going for an M2? Maybe in the future llama.cpp could take advantage of M2 over M1?
Thx. | 2023-10-12T04:59:11 | https://www.reddit.com/r/LocalLLaMA/comments/175ys9p/mac_m2_has_significant_improvement_over_m1_using/ | jambittz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175ys9p | false | null | t3_175ys9p | /r/LocalLLaMA/comments/175ys9p/mac_m2_has_significant_improvement_over_m1_using/ | false | false | self | 9 | null |
What might we find by visualizing neural network internals? | 1 | [removed] | 2023-10-12T04:10:50 | https://www.reddit.com/r/LocalLLaMA/comments/175xyd4/what_might_we_find_by_visualizing_neural_network/ | ThisWillPass | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175xyd4 | false | null | t3_175xyd4 | /r/LocalLLaMA/comments/175xyd4/what_might_we_find_by_visualizing_neural_network/ | false | false | self | 1 | null |
Maybe we should lower the expections for codellama 13B? | 1 | [removed] | 2023-10-12T04:07:31 | https://www.reddit.com/r/LocalLLaMA/comments/175xwcy/maybe_we_should_lower_the_expections_for/ | More-Shop9383 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175xwcy | false | null | t3_175xwcy | /r/LocalLLaMA/comments/175xwcy/maybe_we_should_lower_the_expections_for/ | false | false | 1 | null | |
Left when Julia was just a new-born now I want back in. Where to start? | 6 | Currently got my hands on a used Dell t7920 with dual intel platinum 8168, 256gb ram, 1tb M.2, 1.6tb U.2, 2tb x 2 SSD, 2 x nvidia rtx a5000.
Maybe overkill but I want to be using for some time with projects helping my community.
Things I want to do:
Local AI pair programmer that I can share my repos
Build a language ... | 2023-10-12T02:14:30 | https://www.reddit.com/r/LocalLLaMA/comments/175vpcw/left_when_julia_was_just_a_newborn_now_i_want/ | Equality_or_Fairness | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175vpcw | false | null | t3_175vpcw | /r/LocalLLaMA/comments/175vpcw/left_when_julia_was_just_a_newborn_now_i_want/ | false | false | self | 6 | null |
Mistral 7b to summarize each row of a dataframe | 5 | Hell, I know this can be done with looping, but is there an efficent way to apply Mistral 7B to summarize each row of a text column in a dataframe?
here is a potential output
​
|Key|Text|Summarized Text|
|:-|:-|:-|
|1|This is text 1|This is text 1 summary|
|2|This is text 2|...|
|...|.....|...|
|1000|Th... | 2023-10-12T01:09:24 | https://www.reddit.com/r/LocalLLaMA/comments/175ucz0/mistral_7b_to_summarize_each_row_of_a_dataframe/ | haris525 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175ucz0 | false | null | t3_175ucz0 | /r/LocalLLaMA/comments/175ucz0/mistral_7b_to_summarize_each_row_of_a_dataframe/ | false | false | self | 5 | null |
Training CodeLLaMA on a Single Instruction | 6 | Hi, I'm trying to train CodeLLaMA-7b on a single instruction till the training loss goes till 0 to see if the model can effectively memorize the instruction and it's expected output. I'm following the same training process as in [LongLoRA SFT](https://github.com/dvlab-research/LongLoRA/blob/main/supervised-fine-tune.py... | 2023-10-11T23:26:32 | https://www.reddit.com/r/LocalLLaMA/comments/175s7k8/training_codellama_on_a_single_instruction/ | LyGmAbAllz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175s7k8 | false | null | t3_175s7k8 | /r/LocalLLaMA/comments/175s7k8/training_codellama_on_a_single_instruction/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'nuqwMerls8hSKEpsdavqii3iQuUPuPa3LTjKUuLoHwU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/btKlep1_9LDAoLWkbUibYI6KELOmp4i9Z6RZmSgzp00.jpg?width=108&crop=smart&auto=webp&s=464a97438bc6b0d796326b433268dac3f359ddb1', 'width': 108}, {'height': 108, 'url': 'h... |
Quick clarification on using Lora, creative writing model recs! | 1 | Hey folks, I wanted to have a locally run ML model that I train on my own work (I have several years' worth) for creative writing. I found [this](https://huggingface.co/TheBloke/WizardLM-Uncensored-SuperCOT-StoryTelling-30B-GPTQ), and wanted to use Lora on my training set. Something that is not clear to me, can I run L... | 2023-10-11T23:08:33 | https://www.reddit.com/r/LocalLLaMA/comments/175rt3b/quick_clarification_on_using_lora_creative/ | man_and_a_symbol | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175rt3b | false | null | t3_175rt3b | /r/LocalLLaMA/comments/175rt3b/quick_clarification_on_using_lora_creative/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'gkGW5N45HClSxsVVRX6Pxf0S-eX7EblAdV8Jzo3c0qY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/IZPr0aaz4HDjQTd2-ToEDT0lYYWmNMeNFNJOWNNEXOA.jpg?width=108&crop=smart&auto=webp&s=1a7099a9f3674dbb45c3aae02405bac812170964', 'width': 108}, {'height': 116, 'url': 'h... |
Data extraction from tables | 0 | I have tables in PDF files and would like to fine-tune an LLM from the data in it. How would I go about extracting data from these tables? If it is not possible, how would I go about creating a dataset for the purpose of fine-tuning from these tables? What will be the process or steps? | 2023-10-11T22:32:15 | https://www.reddit.com/r/LocalLLaMA/comments/175qzqk/data_extraction_from_tables/ | RAIV0LT | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175qzqk | false | null | t3_175qzqk | /r/LocalLLaMA/comments/175qzqk/data_extraction_from_tables/ | false | false | self | 0 | null |
Is the textbook all you need or not? | 11 | `A few months ago an article “textbooks are all you need” was published about the phi-1 model. It consists of 1.1 billion parameters and was trained on 7 billion tokens of "textbook quality" Python code. The dataset largely consists of the GPT-4 filtered portion of the Stack, as well as "tutorials" written by GPT-3.5. ... | 2023-10-11T21:20:51 | https://www.reddit.com/r/LocalLLaMA/comments/175paow/is_the_textbook_all_you_need_or_not/ | Due-Weather-3140 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175paow | false | null | t3_175paow | /r/LocalLLaMA/comments/175paow/is_the_textbook_all_you_need_or_not/ | false | false | 11 | null | |
Instruction tuning hurts benchmark scores | 1 | Hi, I trained a model using instruction data. Although the model's instruction-following capabilities improve, it gets lower scores on NLP benchmarks. Does anyone have some intuition for this? | 2023-10-11T21:04:32 | https://www.reddit.com/r/LocalLLaMA/comments/175ow6o/instruction_tuning_hurts_benchmark_scores/ | Ornery-Young-7346 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175ow6o | false | null | t3_175ow6o | /r/LocalLLaMA/comments/175ow6o/instruction_tuning_hurts_benchmark_scores/ | false | false | self | 1 | null |
Seeking Advice on Getting Started with Large Models | 1 | Hey guys, I’m new to this and like to start learning how a model works and have a big enough system to run a large model. Looking for insights on how to get started. If anyone has faced challenges and has lessons to share, I would greatly appreciate it.
The majority of the tutorials are download and run but for small... | 2023-10-11T20:56:00 | https://www.reddit.com/r/LocalLLaMA/comments/175oos7/seeking_advice_on_getting_started_with_large/ | derp1989 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175oos7 | false | null | t3_175oos7 | /r/LocalLLaMA/comments/175oos7/seeking_advice_on_getting_started_with_large/ | false | false | self | 1 | null |
GitHub - iandennismiller/calm: A peaceful user experience for Large Language Models. Calm automatically uses the right template for each model, supports multiple prompting styles, and chooses parameters based on your CPU, GPU and RAM. | 1 | 2023-10-11T20:49:25 | https://github.com/iandennismiller/calm | iandennismiller | github.com | 1970-01-01T00:00:00 | 0 | {} | 175oj1g | false | null | t3_175oj1g | /r/LocalLLaMA/comments/175oj1g/github_iandennismillercalm_a_peaceful_user/ | false | false | 1 | {'enabled': False, 'images': [{'id': '_6RXBBZbKK4cTwZstvk_dj9MbDc0QRnpDvdvmhupBxo', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/hcb_EplAao4OKaVCRjzlFLcIrSZEAEXWmYy6Vz8ilxE.jpg?width=108&crop=smart&auto=webp&s=aca721c9706cd8faa8ee097af93fe039e6b36a16', 'width': 108}, {'height': 108, 'url': 'h... | ||
How do byte-level language models work? | 1 | I've recently been trying to pre-train my own small language model on the tiny-series datasets on huggingface: [https://huggingface.co/collections/nampdn-ai/tiny-series-6503910fd491144159519c70](https://huggingface.co/collections/nampdn-ai/tiny-series-6503910fd491144159519c70). I also wanted to use a model similar to M... | 2023-10-11T20:15:32 | https://www.reddit.com/r/LocalLLaMA/comments/175npi5/how_do_bytelevel_language_models_work/ | Additional-Ad-7043 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175npi5 | false | null | t3_175npi5 | /r/LocalLLaMA/comments/175npi5/how_do_bytelevel_language_models_work/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'AcN4fCMD-9lY9S9jw5fidlwixys9JJUq-RNIcWiGd9Y', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/ER9EgbGYNq7sR6Q0UyGlLHRpsxVruJfar0jhmVZQfM0.jpg?width=108&crop=smart&auto=webp&s=3538691f9c816c5416d8deb4c9f9cbc8551c97a6', 'width': 108}, {'height': 116, 'url': 'h... |
Q-A Custom Dataset | 4 | I am planning on using LLama2 to finetune on custom dataset. The dataset in question is Solana guides/tutorials and general information, scrapped from different Solana websites.
I have used a series of synthetic prompts-completions generated from GPT-3.5-Turbo.
On paper, results are great but I want to move to real ... | 2023-10-11T20:02:57 | https://www.reddit.com/r/LocalLLaMA/comments/175nem7/qa_custom_dataset/ | Firm_Guess8261 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175nem7 | false | null | t3_175nem7 | /r/LocalLLaMA/comments/175nem7/qa_custom_dataset/ | false | false | self | 4 | null |
Is there a MPT model with MedMCQA/Healthcare data pretrained? | 1 | [removed] | 2023-10-11T19:01:40 | https://www.reddit.com/r/LocalLLaMA/comments/175lycf/is_there_a_mpt_model_with_medmcqahealthcare_data/ | NewportNerds | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175lycf | false | null | t3_175lycf | /r/LocalLLaMA/comments/175lycf/is_there_a_mpt_model_with_medmcqahealthcare_data/ | false | false | self | 1 | null |
What host are you using for model evaluation? | 1 | I've been quite satisfied using runpod.io to host a Mistral 7B model. Their setup is swift and efficient, especially on an A6000, and they charge only $0.49 per hour. However, they're currently experiencing some issues related to a corrupt template. Do you have any other hosting suggestions? | 2023-10-11T18:23:48 | https://www.reddit.com/r/LocalLLaMA/comments/175l2oj/what_host_are_you_using_for_model_evaluation/ | jimmc414 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175l2oj | false | null | t3_175l2oj | /r/LocalLLaMA/comments/175l2oj/what_host_are_you_using_for_model_evaluation/ | false | false | self | 1 | null |
Dataset for the mathematical domain | 25 | I compiled a dataset of \~ 23,000 entries, designed for the mathematical domain.
[aloobun/mini-math23k-v1](https://huggingface.co/datasets/aloobun/mini-math23k-v1)
It follows 'Instruction-Response' format w/ detailed step by step solutions. Any insights, suggestions, or similar datasets you've worked with? Looking fo... | 2023-10-11T17:54:26 | https://www.reddit.com/r/LocalLLaMA/comments/175kdcx/dataset_for_the_mathematical_domain/ | Roots91 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175kdcx | false | null | t3_175kdcx | /r/LocalLLaMA/comments/175kdcx/dataset_for_the_mathematical_domain/ | false | false | self | 25 | {'enabled': False, 'images': [{'id': 'pTBIPuEsKt4-87ouxN8CPjSA0IxINybZkCfnc4-HXs4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/AEW_ofHAHj6NZBgaVRv0_99uhkR6Edj3fLn2V-Y3KJ8.jpg?width=108&crop=smart&auto=webp&s=966c53bbed28cc678991812ba03a3d1ff7ecbb99', 'width': 108}, {'height': 116, 'url': 'h... |
NSF workshop on LLMs in chemistry education | 2 | Over Feb 12-13 of 2024, the National Science Foundation (NSF) is sponsoring a workshop titled “Integrating LLMs into the Materials Chemistry Curriculum” in Golden, Colorado. We aim to explore and develop innovative ways to incorporate large language models (LLMs, e.g. GPT, ChatGPT, and Bard) into upper division chemist... | 2023-10-11T17:43:04 | https://www.reddit.com/r/LocalLLaMA/comments/175k3mc/nsf_workshop_on_llms_in_chemistry_education/ | KC2792 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175k3mc | false | null | t3_175k3mc | /r/LocalLLaMA/comments/175k3mc/nsf_workshop_on_llms_in_chemistry_education/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'VtCtk45TcEY2dX5wzLgUBVnXTeSERtYNTaQWVdjkR4Q', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/j1y9ZQgriOPgqck9nqZZeLSgrMlFqDaRnARzefWUR7Q.jpg?width=108&crop=smart&auto=webp&s=9c6be27abdf831e053d892f1fb007c9a10d24986', 'width': 108}, {'height': 113, 'url': 'h... |
The best front end GUI | 36 |
Oobabooga
KoboldAI
Koboldcpp
GPT4All
LocalAi
Cloud in the Sky
I don’t know you tell me.
… What? And why?
I’m a little annoyed with the recent Oobabooga update… doesn’t feel as easy going as before… loads of here are settings… guess what they do. I wish each setting had a question mark bubble with a brief summary of... | 2023-10-11T17:15:49 | https://www.reddit.com/r/LocalLLaMA/comments/175jgam/the_best_front_end_gui/ | silenceimpaired | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175jgam | false | null | t3_175jgam | /r/LocalLLaMA/comments/175jgam/the_best_front_end_gui/ | false | false | self | 36 | null |
What Mistral-based model are you enjoying the most? | 39 | Mistral's been out for a little while, and at this point, there are a lot of different fine-tunes with varying leaderboard scores. At this point, we know that the leaderboard isn't very reliable regarding general use, so what model are you getting the best results for your usecase?
I've been using Synthia 1.3 and Air... | 2023-10-11T17:14:24 | https://www.reddit.com/r/LocalLLaMA/comments/175jf1d/what_mistralbased_model_are_you_enjoying_the_most/ | Samdeman123124 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175jf1d | false | null | t3_175jf1d | /r/LocalLLaMA/comments/175jf1d/what_mistralbased_model_are_you_enjoying_the_most/ | false | false | self | 39 | null |
dolphin-2.1-mistral-7b and samantha-1.2-mistral-7b | 98 | I release new versions of [dolphin-2.1-mistral-7b](https://huggingface.co/ehartford/dolphin-2.1-mistral-7b) and [samantha-1.2-mistral-7b](https://huggingface.co/ehartford/samantha-1.2-mistral-7b)
I made updates to both models to properly support the ChatML tokens.
I made tweaks to the hyperparameters of both models t... | 2023-10-11T16:06:26 | https://www.reddit.com/r/LocalLLaMA/comments/175hqqh/dolphin21mistral7b_and_samantha12mistral7b/ | faldore | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175hqqh | false | null | t3_175hqqh | /r/LocalLLaMA/comments/175hqqh/dolphin21mistral7b_and_samantha12mistral7b/ | false | false | 98 | {'enabled': False, 'images': [{'id': 'mBA9HO9M0nIAOFgCBYdzEXlxDmFfDBbJpRzanRFd6hc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/8in5h_yE-2_mucQB2uX8RPY4twUqimvlOi9WV8mLm0k.jpg?width=108&crop=smart&auto=webp&s=257db087a02332cabaec0bc3b4ee6d6645383d2d', 'width': 108}, {'height': 116, 'url': 'h... | |
Correct way to setup character cards in LM Studio? | 5 | Say i want my model to act as character or play a specific role, do i just put the details of said character/role under system prompt?
Are there any good rule of thumb to to note when writing character cards?
Thanks in advance :) | 2023-10-11T16:03:44 | https://www.reddit.com/r/LocalLLaMA/comments/175hoec/correct_way_to_setup_character_cards_in_lm_studio/ | AppropriateHoney_30 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175hoec | false | null | t3_175hoec | /r/LocalLLaMA/comments/175hoec/correct_way_to_setup_character_cards_in_lm_studio/ | false | false | self | 5 | null |
Best open source AI model for QA generation from context | 6 | As the title says I’m looking for an open-source AI model for generating question-and-answers with a correct answer option and explanation to the correct answer from the input context. So far I have tried these models,
1. TheBloke/Llama-2-7B-GPTQ
2. TheBloke/Llama-2-13B-GPTQ
3. TheBloke/Llama-2-7b-Chat-GPTQ (the outpu... | 2023-10-11T15:56:27 | https://www.reddit.com/r/LocalLLaMA/comments/175hht2/best_open_source_ai_model_for_qa_generation_from/ | gokulcv | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175hht2 | false | null | t3_175hht2 | /r/LocalLLaMA/comments/175hht2/best_open_source_ai_model_for_qa_generation_from/ | false | false | self | 6 | null |
Mistral 7B paper published | 193 | 2023-10-11T15:36:41 | https://arxiv.org/abs/2310.06825 | rnosov | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 175h06l | false | null | t3_175h06l | /r/LocalLLaMA/comments/175h06l/mistral_7b_paper_published/ | false | false | 193 | {'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... | ||
How does Open-Orca use OpenAI for their Minstral-7B space? | 1 | 2023-10-11T14:53:35 | cstein123 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 175fx39 | false | null | t3_175fx39 | /r/LocalLLaMA/comments/175fx39/how_does_openorca_use_openai_for_their_minstral7b/ | false | false | 1 | {'enabled': True, 'images': [{'id': '7u2sACrwAYF3VhIgZw2urbbH7bDvEo-bBZOl-onrzT4', 'resolutions': [{'height': 14, 'url': 'https://preview.redd.it/3kzobsqa7ltb1.png?width=108&crop=smart&auto=webp&s=e5499ba5dfef684a23bb1c3fe4d1d9ce5664500d', 'width': 108}, {'height': 28, 'url': 'https://preview.redd.it/3kzobsqa7ltb1.png?... | |||
[Text embedding] Why do I need to run a model to generate embeddings for an entire book, if I can run it for every possible token and perform mean pooling? | 7 | Am I wrong in this? If every embedding model has a mean pooling step at the end, then can't we have a caching layer which cache generated embedding for each token in order to save running costs?
Or does modern embedding models have complex pooling that depends on multiple tokens in a non-linear fashion?
For the task,... | 2023-10-11T14:13:03 | https://www.reddit.com/r/LocalLLaMA/comments/175eziw/text_embedding_why_do_i_need_to_run_a_model_to/ | k110111 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175eziw | false | null | t3_175eziw | /r/LocalLLaMA/comments/175eziw/text_embedding_why_do_i_need_to_run_a_model_to/ | false | false | self | 7 | null |
Quick start example for LLaVA: generate image descriptions with llama.cpp (monatis llava branch) | 48 | I was excited to see LLaVA support is being merged into llama.cpp thanks to the excellent work conducted by [monatis](https://github.com/ggerganov/llama.cpp/pull/3436).
I wanted to experiment with this myself and I used the following process on my Apple M1 32GB.
First build llama.cpp with llava support:
git clon... | 2023-10-11T13:53:19 | https://www.reddit.com/r/LocalLLaMA/comments/175ejvi/quick_start_example_for_llava_generate_image/ | iandennismiller | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175ejvi | false | null | t3_175ejvi | /r/LocalLLaMA/comments/175ejvi/quick_start_example_for_llava_generate_image/ | false | false | self | 48 | {'enabled': False, 'images': [{'id': 'nIaT1eafBXCL5KzE7KF_ypDt2zTgB-GoEKapYpLKyQ8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/KZa7-fPF9GjXDcRUe0PQ_YFuPq-y-5pPUDTbFyDUFlg.jpg?width=108&crop=smart&auto=webp&s=01cf878f9594e238ea9ab4523b58a3003559cd33', 'width': 108}, {'height': 108, 'url': 'h... |
Finally found a model that can (kind of) beat my riddle! | 24 | My GF posed a riddle to me to test some LLM models:
"Four cars pull up to an intersection. All four cars drive away at the exact same time. How can they proceed without hitting each other?"
I've been testing a few models on this riddle and only one has (kind of) figured it out.
[Genz-70b-GPTQ](https://huggingface.co... | 2023-10-11T13:52:07 | https://www.reddit.com/r/LocalLLaMA/comments/175ej02/finally_found_a_model_that_can_kind_of_beat_my/ | OfficialRoyDonk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175ej02 | false | null | t3_175ej02 | /r/LocalLLaMA/comments/175ej02/finally_found_a_model_that_can_kind_of_beat_my/ | false | false | self | 24 | {'enabled': False, 'images': [{'id': 'LRbq41E5Vc-xHxDzVpuMfN4wIbzAcSyUftAhDJUvW28', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/yX4quUkUFTe_VTbfmfDRzmjCDpBrUx2jIIsd28kAKAw.jpg?width=108&crop=smart&auto=webp&s=57702a755c4a90bbd0ede8a514ce87e31fdcc1c4', 'width': 108}, {'height': 116, 'url': 'h... |
Scarlett-Phi: A sentient AI | 15 | Link: [https://huggingface.co/ajibawa-2023/Scarlett-Phi](https://huggingface.co/ajibawa-2023/Scarlett-Phi)
​
Scarlett is trained on various topics such as Philosophy, Advice, Jokes etc. She is trained on more than 10000 set of conversations. Each set having 10\~15 conversations. Scarlett is heavily inspired fr... | 2023-10-11T13:30:41 | https://www.reddit.com/r/LocalLLaMA/comments/175e2th/scarlettphi_a_sentient_ai/ | ajibawa-2023 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175e2th | false | null | t3_175e2th | /r/LocalLLaMA/comments/175e2th/scarlettphi_a_sentient_ai/ | false | false | self | 15 | {'enabled': False, 'images': [{'id': 'wz_TzGqOu6TUbsiUHHsdChxvX0vUnaUy4q1rwSb52_k', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/PScBTvubCDsfkcejhjx7AvsdBKOva4nW0eAojOlpqW0.jpg?width=108&crop=smart&auto=webp&s=8af0f8aea8035fb8b40d18ac1ae81a993b3fc7bc', 'width': 108}, {'height': 116, 'url': 'h... |
New PC build | 5 | Hello all, I hope you don't mind me asking for hardware advice, I've been searching and reading posts but still haven't been able to come to a set of conclusions.
I've been playing around with running models locally (inference only) on my laptop (16 GB soldered RAM and a GPU with 4 GB of VRAM) and I've decided I w... | 2023-10-11T12:33:53 | https://www.reddit.com/r/LocalLLaMA/comments/175cyby/new_pc_build/ | Black_CatV5 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175cyby | false | null | t3_175cyby | /r/LocalLLaMA/comments/175cyby/new_pc_build/ | false | false | self | 5 | null |
Help in fine-tune Mistral for JSON output | 1 | [removed] | 2023-10-11T12:31:06 | https://www.reddit.com/r/LocalLLaMA/comments/175cwdv/help_in_finetune_mistral_for_json_output/ | ribeirao | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175cwdv | false | null | t3_175cwdv | /r/LocalLLaMA/comments/175cwdv/help_in_finetune_mistral_for_json_output/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'XxlbAXwjsR8hr2CZaVGg4HRrWzhh89gJ4aozZl_6iG4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/N4Uuq0LLJbG5IIUJyfGyCgjS7-LjErWZqooQISg34V4.jpg?width=108&crop=smart&auto=webp&s=38f5af078d5e0514b463d7ac5c9a8545d7b42c67', 'width': 108}, {'height': 108, 'url': 'h... |
Llama2 is in practice much worse than ChatGPT, isn't it ? | 109 | I try some specific commands to both ChatGPT3.5 ([https://chat.openai.com/](https://chat.openai.com/)) and LLama2 (Llama 2 70B online demo ([stablediffusion.fr](https://stablediffusion.fr)) and while ChatGPT is able to follow the instructions perfectly in German, Llama2 fails to do so in English. I have also tried the ... | 2023-10-11T12:24:17 | https://www.reddit.com/r/LocalLLaMA/comments/175cro0/llama2_is_in_practice_much_worse_than_chatgpt/ | OliverStone33 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175cro0 | false | null | t3_175cro0 | /r/LocalLLaMA/comments/175cro0/llama2_is_in_practice_much_worse_than_chatgpt/ | false | false | self | 109 | null |
Is there any open-source LLM that can generate a response in the Sanskrit language? | 1 | [removed] | 2023-10-11T11:46:29 | https://www.reddit.com/r/LocalLLaMA/comments/175c2ct/is_there_any_opensource_llm_that_can_generate_a/ | TurbulentDelivery799 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175c2ct | false | null | t3_175c2ct | /r/LocalLLaMA/comments/175c2ct/is_there_any_opensource_llm_that_can_generate_a/ | false | false | self | 1 | null |
What's the best framework for pre-training Causal model as of August '23? | 1 | [removed] | 2023-10-11T11:44:36 | https://www.reddit.com/r/LocalLLaMA/comments/175c14f/whats_the_best_framework_for_pretraining_causal/ | Reddactor | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175c14f | false | null | t3_175c14f | /r/LocalLLaMA/comments/175c14f/whats_the_best_framework_for_pretraining_causal/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '5DhY4vsMgWX6V2WnE9qoAXKn3eWVeQlb06uFrJcB3oY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/VFQBbkgkBI063_oML9nKv0Go-02bFPBZ3yy6xMYgj5Q.jpg?width=108&crop=smart&auto=webp&s=a4c057404bd0d79eb5dbbd348e6fe764ba9b48fb', 'width': 108}, {'height': 116, 'url': 'h... |
New Nvidia RTX 4000 Ada | 22 | Just saw it pop up for sale at Nvidia for $1250. Newest single slot version ADA w/ 20gb. Was surprised to see the card at MSRP, the bigger corporate distributors had it closer to $1800.
Seems like an interesting option for an easier multi-gpu setup. Seems like a fair way to get to 40-60gb with a new gen card.
Thou... | 2023-10-11T11:12:16 | https://www.reddit.com/r/LocalLLaMA/comments/175bhh8/new_nvidia_rtx_4000_ada/ | grim-432 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175bhh8 | false | null | t3_175bhh8 | /r/LocalLLaMA/comments/175bhh8/new_nvidia_rtx_4000_ada/ | false | false | self | 22 | null |
Running sdxl | 1 | [removed] | 2023-10-11T11:05:05 | https://www.reddit.com/r/LocalLLaMA/comments/175bd9i/running_sdxl/ | Rafael20002000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175bd9i | false | null | t3_175bd9i | /r/LocalLLaMA/comments/175bd9i/running_sdxl/ | false | false | self | 1 | null |
Does GGML quantization comes under quantization aware training or post training quantization? Because it has dynamic quantization. (P.S I am just learning) | 1 | Does GGML quantization comes under quantization aware or post training quantization? Because it has dynamic quantization.
Like we have for post trained quantization(PTQ), GPT-Q format is available. So is GGML format Post trained quantization (PTQ) or quantization aware training. | 2023-10-11T10:46:15 | https://www.reddit.com/r/LocalLLaMA/comments/175b2av/does_ggml_quantization_comes_under_quantization/ | count_dracula14 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175b2av | false | null | t3_175b2av | /r/LocalLLaMA/comments/175b2av/does_ggml_quantization_comes_under_quantization/ | false | false | self | 1 | null |
How can I get LM Studio to stop trying to end the entire story every turn? | 13 | Going back and forth between WizardLM SuperCOT Storytelling 30b (q3\_k\_m) and Mythomax L2 13b (q6\_k), but no matter what I tell it, LM Studio wants to make these broad sweeping statements like "But they knew that in the end, with hope and courage, everything would turn out for the best." and then immediately end the ... | 2023-10-11T10:16:05 | https://www.reddit.com/r/LocalLLaMA/comments/175alrw/how_can_i_get_lm_studio_to_stop_trying_to_end_the/ | Gyramuur | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175alrw | false | null | t3_175alrw | /r/LocalLLaMA/comments/175alrw/how_can_i_get_lm_studio_to_stop_trying_to_end_the/ | false | false | 13 | null | |
Upgrade from Quadro P6000 24GB | 1 | [removed] | 2023-10-11T09:55:53 | https://www.reddit.com/r/LocalLLaMA/comments/175aar3/upgrade_from_quadro_p6000_24gb/ | OrtaMatt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175aar3 | false | null | t3_175aar3 | /r/LocalLLaMA/comments/175aar3/upgrade_from_quadro_p6000_24gb/ | false | false | self | 1 | null |
Best models, fine-tunes or prompts to generate Mathematics, Physics and Chemistry objects on an average CPU? | 2 | I'm trying to mass generate problem sets for Mathematics and other scientific subjects, and I'm mainly interested in objects like expressions, equations, inequalities, word problems and so on. The ones you encounter when studying those subjects.
I'm not very concerned about the quality and accuracy of the generated ob... | 2023-10-11T09:37:06 | https://www.reddit.com/r/LocalLLaMA/comments/175a19t/best_models_finetunes_or_prompts_to_generate/ | baaaria | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 175a19t | false | null | t3_175a19t | /r/LocalLLaMA/comments/175a19t/best_models_finetunes_or_prompts_to_generate/ | false | false | self | 2 | null |
Converting full model finetunes to LoRAs | 4 | Is there currently a way to extract the finetuning done to base models as a LoRA that can be loaded/unloaded? I think I thought of a way to do it but I wasn't sure if it would work / had already been tried. It goes like this:
For each weight matrix in both models, calculate what matrix would need to multiply the base ... | 2023-10-11T09:22:22 | https://www.reddit.com/r/LocalLLaMA/comments/1759u4f/converting_full_model_finetunes_to_loras/ | metaprotium | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1759u4f | false | null | t3_1759u4f | /r/LocalLLaMA/comments/1759u4f/converting_full_model_finetunes_to_loras/ | false | false | self | 4 | null |
Keep running out of memory when pre-training (without LoRA) a model 7B on 2 A100 80GB GPU? | 6 | I am trying to train Bloom 7B model on 2 A100 80GB. According to this page: [https://huggingface.co/docs/transformers/model\_memory\_anatomy](https://huggingface.co/docs/transformers/model_memory_anatomy), this should be enough since it requires 18 bytes \* 7B = 128GB memory. However, I keep running out of memory when ... | 2023-10-11T09:15:41 | https://www.reddit.com/r/LocalLLaMA/comments/1759qli/keep_running_out_of_memory_when_pretraining/ | scienceotaku68 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1759qli | false | null | t3_1759qli | /r/LocalLLaMA/comments/1759qli/keep_running_out_of_memory_when_pretraining/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'jfeVG47nZdEkz9kXfW1CcS-Sy8l4DXGb9JErx6bLKfU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/IfMbJOxNUMUzsY1dCStb5zfgtucewbklqG7kssYhOLc.jpg?width=108&crop=smart&auto=webp&s=6c2099a4a9a69e9793ac03aec2e167bf75ab3eae', 'width': 108}, {'height': 116, 'url': 'h... |
Decoupling train length and target context length via positional skip-wise training | 14 | PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training
paper: [2309.10400v2.pdf (arxiv.org)](https://arxiv.org/pdf/2309.10400v2.pdf)
code: [dwzhu-pku/PoSE: Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (github.com)](https://github.com/d... | 2023-10-11T07:42:51 | https://www.reddit.com/r/LocalLLaMA/comments/1758gy0/decoupling_train_length_and_target_context_length/ | zxw-cool | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1758gy0 | false | null | t3_1758gy0 | /r/LocalLLaMA/comments/1758gy0/decoupling_train_length_and_target_context_length/ | false | false | self | 14 | null |
Is GPTQ COME UNDER QUANTIZATION AWARE TRAINING (QAT) OR POST TRAINING QUANTIZATION ? | 0 | Does GPTQ quantization comes under quantization aware or post training quantization? Because it has dynamic quantization. | 2023-10-11T07:22:58 | https://www.reddit.com/r/LocalLLaMA/comments/17586ul/is_gptq_come_under_quantization_aware_training/ | count_dracula14 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17586ul | false | null | t3_17586ul | /r/LocalLLaMA/comments/17586ul/is_gptq_come_under_quantization_aware_training/ | false | false | self | 0 | null |
Help with evaluation of change in architecture. | 1 | I am new to ML and with no personal gpu to train. My budget is 100$ cloud, going with papespace.
I want to make a change in attention implementation. To try to speed it up. I want to evaluate if it works.
I am starting with a pretrained 7B Llama.
Change introduces a small neural network in attention which needs trainin... | 2023-10-11T06:24:43 | https://www.reddit.com/r/LocalLLaMA/comments/1757d9f/help_with_evaluation_of_change_in_architecture/ | rip_rap_rip | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1757d9f | false | null | t3_1757d9f | /r/LocalLLaMA/comments/1757d9f/help_with_evaluation_of_change_in_architecture/ | false | false | self | 1 | null |
Can't start LoRA fine-tuning on Colab | 1 | I'm using same command:
!./finetune \
--model-base pygmalion-2-7b.Q5_K_M.gguf \
--lora-out lora-yuna-shakespeare-ITERATION.bin \
--train-data dialogs.txt \
--save-every 1 \
--threads 8 --adam-iter 4 --batch 16 --ctx 256 \
--use-checkpointing
And I'm getting this error:
main: seed: 169... | 2023-10-11T05:38:16 | https://www.reddit.com/r/LocalLLaMA/comments/1756nov/cant_start_lora_finetuning_on_colab/ | yukiarimo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1756nov | false | null | t3_1756nov | /r/LocalLLaMA/comments/1756nov/cant_start_lora_finetuning_on_colab/ | false | false | self | 1 | null |
LLM's new benchmarking system. | 1 | [removed] | 2023-10-11T05:13:17 | https://www.reddit.com/r/LocalLLaMA/comments/17569qn/llms_new_benchmarking_system/ | imperiallearner | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17569qn | false | null | t3_17569qn | /r/LocalLLaMA/comments/17569qn/llms_new_benchmarking_system/ | false | false | self | 1 | null |
What tools will allow me to run a 13b model on my ***GPU***(AMD Radeon Pro 5300M) on macOS rather than CPU? | 0 | My hardware is 2.6GHz 6-Core Intel Core i7(Don't want to use it), Intel UHD Graphics 630(not looking to use it though), AMD Radeon Pro 5300M(What I want to use), and I have 16gb of ram, I'm running macOS although I tried running a bunch of tools on windows and all of them were CUDA only, or CPU only, GPT4ALL would show... | 2023-10-11T03:45:45 | https://www.reddit.com/r/LocalLLaMA/comments/1754t66/what_tools_will_allow_me_to_run_a_13b_model_on_my/ | A_SnoopyLover | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1754t66 | false | null | t3_1754t66 | /r/LocalLLaMA/comments/1754t66/what_tools_will_allow_me_to_run_a_13b_model_on_my/ | false | false | self | 0 | null |
What is the best 13b model right now for Writing tech specs , Project Management (Creating tasks) , Documentation , Reporting , Extraction tasks? | 1 | [removed] | 2023-10-11T01:50:11 | https://www.reddit.com/r/LocalLLaMA/comments/1752hrr/what_is_the_best_13b_model_right_now_for_writing/ | 0xPark | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1752hrr | false | null | t3_1752hrr | /r/LocalLLaMA/comments/1752hrr/what_is_the_best_13b_model_right_now_for_writing/ | false | false | self | 1 | null |
Mistral 7B is surprisingly good.. and can be ruthless | 5 | I am playing with the quantized model "mistral-7b-openorca.Q3\_K\_M.gguf" and I am finding it very good, it preserves the contexts very well. I have also noticed that it doesn't have any kind of filter if given the instruction to generate something offensive.
​
​
https://preview.redd.it/hwz1ldcv1htb1.p... | 2023-10-11T00:56:14 | https://www.reddit.com/r/LocalLLaMA/comments/1751da9/mistral_7b_is_surprisingly_good_and_can_be/ | hwpoison | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1751da9 | false | null | t3_1751da9 | /r/LocalLLaMA/comments/1751da9/mistral_7b_is_surprisingly_good_and_can_be/ | false | false | 5 | null | |
Integrate AutoGen into your Chatbot: Code Interpreter Clone | 1 | [removed] | 2023-10-11T00:44:06 | https://www.reddit.com/r/LocalLLaMA/comments/17514b1/integrate_autogen_into_your_chatbot_code/ | InterestingBasil | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17514b1 | false | null | t3_17514b1 | /r/LocalLLaMA/comments/17514b1/integrate_autogen_into_your_chatbot_code/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'rQzwAOaz4SlbhHdN5xCAghNpiYWTyKElm294HwfvzlQ', 'resolutions': [{'height': 61, 'url': 'https://external-preview.redd.it/7GMvZQ1hJiLKP6CT5PpN-cYNy5GSiWw8AwEHPW-oXMM.jpg?width=108&crop=smart&auto=webp&s=bb859700c7efab64dbd242e30196df996ca3c2ef', 'width': 108}, {'height': 123, 'url': 'h... |
Help needed on building doc translation LLM | 3 | Hello, everybody. I'm noob to LLMs and to python, and I need some help...
In short, I succesfully to implemented LLM to translate few sentences:
(d:\\LLM\\Trans\\vtran) d:\\LLM\\Trans\\vtran\\PyProject>python [translate4.py](https://translate4.py)
\# Initialize the M2M100 model and tokenizer
model = M2M100For... | 2023-10-11T00:33:10 | https://www.reddit.com/r/LocalLLaMA/comments/1750w5x/help_needed_on_building_doc_translation_llm/ | dodo13333 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1750w5x | false | null | t3_1750w5x | /r/LocalLLaMA/comments/1750w5x/help_needed_on_building_doc_translation_llm/ | false | false | self | 3 | null |
[llama.cpp update] GGUF LLaVA v1.5 support soon 🚀 | 129 | 2023-10-11T00:21:14 | https://twitter.com/ggerganov/status/1711796235235889557 | Shir_man | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 1750mxn | false | {'oembed': {'author_name': 'Georgi Gerganov', 'author_url': 'https://twitter.com/ggerganov', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">👀 What is this black magic!? <a href="https://t.co/sTf7mTd6DQ">pic.twitter.com/sTf7mTd6DQ</a></p>— Georgi Gergano... | t3_1750mxn | /r/LocalLLaMA/comments/1750mxn/llamacpp_update_gguf_llava_v15_support_soon/ | false | false | 129 | {'enabled': False, 'images': [{'id': 'K_xv_9U5dRTavwWSnCwSqMHfACZUm6pJnx8KMjcOoO0', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/kfF6wbWfGwGn29d0fesMckEVHnoQhKkAzFetCWpt8HM.jpg?width=108&crop=smart&auto=webp&s=5a31059e75e0fb89f9c22a1e87554b9e82f4a7dd', 'width': 108}], 'source': {'height': 78,... | ||
New Repo for Oobabooga & Multiconnector with Semantic-Kernel: Routing Capabilities and Multi-Start Scripts | 16 | Hey folks,
Just wanted to share some updates on a couple of projects I've been working on that might be of interest, especially if you're into semantic-kernel or .NET (I know, not the most popular around here, but hear me out).
1. **Semantic-Fleet Repo**: Moved the Oobabooga and Multiconnector out of the semantic-ker... | 2023-10-11T00:11:42 | https://www.reddit.com/r/LocalLLaMA/comments/1750fn6/new_repo_for_oobabooga_multiconnector_with/ | Jessynoo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1750fn6 | false | null | t3_1750fn6 | /r/LocalLLaMA/comments/1750fn6/new_repo_for_oobabooga_multiconnector_with/ | false | false | self | 16 | {'enabled': False, 'images': [{'id': 'n7rCtz9ddVMpw-s_IhDLK5CE_U06VrciGxNVbX0EC7Y', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/OUoj-t3QcfzlsJ0dFF7gt6b7Qen9de0uIyn5Ojva1pY.jpg?width=108&crop=smart&auto=webp&s=0311ce1b6d30bb44de0879499e2311e75be3e3a5', 'width': 108}, {'height': 108, 'url': 'h... |
How to make a budget for computing resources needed for self-hosting? | 1 | [removed] | 2023-10-10T23:38:00 | https://www.reddit.com/r/LocalLLaMA/comments/174zpbw/how_to_make_a_budget_for_computing_resources/ | Diligent-Fee-255 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174zpbw | false | null | t3_174zpbw | /r/LocalLLaMA/comments/174zpbw/how_to_make_a_budget_for_computing_resources/ | false | false | self | 1 | null |
Best LLM for my setup? | 9 | So, i have recently gotten myself into the LLM + sillytavern/kobold scene and the huge number of LLM options for me to choose from has been... staggering for me at best. I have no idea which model works best for which setup so i was hoping for you all could give me a hand with this.
I am currently have this setup t... | 2023-10-10T23:37:00 | https://www.reddit.com/r/LocalLLaMA/comments/174zoka/best_llm_for_my_setup/ | SocialDeviance | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174zoka | false | null | t3_174zoka | /r/LocalLLaMA/comments/174zoka/best_llm_for_my_setup/ | false | false | self | 9 | null |
Best practices/methods/models/training for code generation? | 0 | Friends I am looking for any kinds of tips specifically for code generation as far as best practices, methods, models, training guides, or anything else. I started out trying to use embeddings of repositories with sample code with GPT-4 which was hit or miss and now I've gotten more into running local models, first wit... | 2023-10-10T21:39:06 | https://www.reddit.com/r/LocalLLaMA/comments/174wyoj/best_practicesmethodsmodelstraining_for_code/ | No_Palpitation9689 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174wyoj | false | null | t3_174wyoj | /r/LocalLLaMA/comments/174wyoj/best_practicesmethodsmodelstraining_for_code/ | false | false | self | 0 | null |
Codellama Verbosity Making it Unusable for Code Completion | 1 | [removed] | 2023-10-10T20:25:45 | https://www.reddit.com/r/LocalLLaMA/comments/174v71d/codellama_verbosity_making_it_unusable_for_code/ | Anxious-Mess3882 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174v71d | false | null | t3_174v71d | /r/LocalLLaMA/comments/174v71d/codellama_verbosity_making_it_unusable_for_code/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'Z8HsiGIYqjjr1X-fNmlwhiST1Pd2ZnBleG9wGahcV-4', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/M122EXgHNt9Vt-57pKQb2lCFUbgX-HxQvRC-KfybZDk.jpg?width=108&crop=smart&auto=webp&s=3c2deccb2f1edc7e80bc63b367d44c81161daf26', 'width': 108}, {'height': 144, 'url': 'h... |
open llama failed to predict eos token? | 2 | Hi there,
I was loading in openlm-research/open\_llama\_3b\_v2
and trying to create a baseline. One thing I observed here was *seems to me*, the model refuses to generate eos token so that the conversation seems endlessly.
For example, when I asked "Q: Is apple red?\\nA:", I got
<s>Q: Is apple red? A: No, a... | 2023-10-10T20:00:51 | https://www.reddit.com/r/LocalLLaMA/comments/174ukue/open_llama_failed_to_predict_eos_token/ | 130L | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174ukue | false | null | t3_174ukue | /r/LocalLLaMA/comments/174ukue/open_llama_failed_to_predict_eos_token/ | false | false | self | 2 | null |
First timer building a new (to me) rig for LLM inference, fine-tuning, etc. Flame my choices, recommend me a different way, and any ideas on benchmarking 2x P40 vs 2x P100? | 2 | Hello!
I'm diving into local LLM for the first time having been using gpt3.5 for a while. I'm a cybersecurity guy, so while I'm deeply technical I don't have any useful or deep knowledge of this particular niche of tech. I plan to run LLMs for learning, day-to-day optimizing of my workflows, leveling-up my dev work, ... | 2023-10-10T19:26:53 | https://www.reddit.com/r/LocalLLaMA/comments/174tqr5/first_timer_building_a_new_to_me_rig_for_llm/ | __JockY__ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174tqr5 | false | null | t3_174tqr5 | /r/LocalLLaMA/comments/174tqr5/first_timer_building_a_new_to_me_rig_for_llm/ | false | false | self | 2 | null |
Huggingface releases Zephyr 7B Alpha, a Mistral fine-tune. Claims to beat Llama2-70b-chat on benchmarks | 273 | 2023-10-10T18:57:46 | https://huggingface.co/HuggingFaceH4/zephyr-7b-alpha | remixer_dec | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 174t0n0 | false | null | t3_174t0n0 | /r/LocalLLaMA/comments/174t0n0/huggingface_releases_zephyr_7b_alpha_a_mistral/ | false | false | 273 | {'enabled': False, 'images': [{'id': '2AaoSrRb9IzyLzt-HqQXTOyKTiCqTT8VGTATu9IBBig', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/mLyWFD6OOmMIwfPxGSbA0rx-T9mWuUfeGpi2fI0OQOY.jpg?width=108&crop=smart&auto=webp&s=70f2c8164dc80d381d7e94c21bcc02dd1d0813e2', 'width': 108}, {'height': 116, 'url': 'h... | ||
Generating music notation with LLM - why not? | 34 | Why no? Well, some idiot was going to do it one way or another.
Anyhow: I Grabbed bunch of tunes in ABC format - monkey LORA them and now I have an endless generator or Drunken LLama jigs and reels.
Generate tune Drunken LLama Waltz in ABC format:
X:126
T:Drunken Llama Waltz
Z:Locallama
N:more of a ... | 2023-10-10T18:50:11 | https://www.reddit.com/r/LocalLLaMA/comments/174su3m/generating_music_notation_with_llm_why_not/ | FPham | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174su3m | false | null | t3_174su3m | /r/LocalLLaMA/comments/174su3m/generating_music_notation_with_llm_why_not/ | false | false | self | 34 | null |
I've Uploaded The Entire NanoPhi Dataset, and each of its specific tasks. | 54 | The Entire NanoPhi Dataset is available at https://huggingface.co/datasets/VatsaDev/TinyText/tree/main, with each of its tasks, we have tagged text on code, math, logic, roleplay, textbooks, and more. Check it out! | 2023-10-10T18:32:05 | https://www.reddit.com/r/LocalLLaMA/comments/174se3z/ive_uploaded_the_entire_nanophi_dataset_and_each/ | vatsadev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174se3z | false | null | t3_174se3z | /r/LocalLLaMA/comments/174se3z/ive_uploaded_the_entire_nanophi_dataset_and_each/ | false | false | self | 54 | {'enabled': False, 'images': [{'id': 'KQoiiMa3kByWegj1Rnhwsk3dr2qCLfe3PYlo_8bLT6c', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/ymS8HD_hPbSOt6T8G3ugYdw9egW5bMYJ6-OmfGBM2to.jpg?width=108&crop=smart&auto=webp&s=89fe03cd8e30d2025e0123394ec91dbbcb165768', 'width': 108}, {'height': 116, 'url': 'h... |
what kind of hardware would it take to run falcon 180b | 16 | preferred at a minimum of 15 tokens per second
​
and could someone recomend a cloud service to run it even a 4090 would not beable too so cloud services are my only option i just dont want to break the bank | 2023-10-10T18:03:35 | https://www.reddit.com/r/LocalLLaMA/comments/174rp7e/what_kind_of_hardware_would_it_take_to_run_falcon/ | Avocado_Express | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174rp7e | false | null | t3_174rp7e | /r/LocalLLaMA/comments/174rp7e/what_kind_of_hardware_would_it_take_to_run_falcon/ | false | false | self | 16 | null |
Uncensored Mistral in Petals | 1 | [removed] | 2023-10-10T18:02:05 | https://www.reddit.com/r/LocalLLaMA/comments/174rnvj/uncensored_mistral_in_petals/ | imperiallearner | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174rnvj | false | null | t3_174rnvj | /r/LocalLLaMA/comments/174rnvj/uncensored_mistral_in_petals/ | false | false | self | 1 | null |
Is it Feasible to Boost LLM Performance by Connecting Two MacBooks for Increased RAM and CPU Power? | 2 | I’ve been pondering a way to supercharge my open-source LLM experiments and thought of an idea: what if we could connect two MacBooks together to combine their RAM and CPU power for running larger models and generating quicker responses from LLMs?
My question is twofold:
1. Is there any software or method available ... | 2023-10-10T17:48:18 | https://www.reddit.com/r/LocalLLaMA/comments/174rc6m/is_it_feasible_to_boost_llm_performance_by/ | Flaky_Candidate7546 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174rc6m | false | null | t3_174rc6m | /r/LocalLLaMA/comments/174rc6m/is_it_feasible_to_boost_llm_performance_by/ | false | false | self | 2 | null |
Flash and Sparse attention on Llama | 7 | Hello, I'm new to the ML world and was reading on transformers and attention. When doing so, found about flash attention and sparse attention and I thought they were very interesting concepts to implement in LLama inference repos such as Llama.cpp. Especially sparse attention, wouldn't that increase the context length ... | 2023-10-10T15:35:32 | https://www.reddit.com/r/LocalLLaMA/comments/174o6ob/flash_and_sparse_attention_on_llama/ | Onelio1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174o6ob | false | null | t3_174o6ob | /r/LocalLLaMA/comments/174o6ob/flash_and_sparse_attention_on_llama/ | false | false | self | 7 | null |
Order of data during finetuning | 3 | Does the order of the my data matter when finetuning?
This is in the context of a mistral7b finetune job using LoRA with a finetuning dataset of 20k rows of well-defined tasks of increasing difficulty. The first 5k are an easy difficulty level, the next 5k are more difficult, and so on. Towards the end of the 20k row... | 2023-10-10T15:12:21 | https://www.reddit.com/r/LocalLLaMA/comments/174nn1q/order_of_data_during_finetuning/ | Hoblywobblesworth | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174nn1q | false | null | t3_174nn1q | /r/LocalLLaMA/comments/174nn1q/order_of_data_during_finetuning/ | false | false | self | 3 | null |
Speed Up inference with MX330 | 3 | Can I use my Nvidia MX330 to speed up model inference with Llama CPP?
Has anyone tried this before or have any advice on setup and optimizations? | 2023-10-10T14:05:47 | https://www.reddit.com/r/LocalLLaMA/comments/174m3q4/speed_up_inference_with_mx330/ | lagsec | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174m3q4 | false | null | t3_174m3q4 | /r/LocalLLaMA/comments/174m3q4/speed_up_inference_with_mx330/ | false | false | self | 3 | null |
HyperAttention: Long-context Attention in Near-Linear Time | 1 | 2023-10-10T14:04:54 | https://arxiv.org/abs/2310.05869 | starlightrobotics | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 174m2xn | false | null | t3_174m2xn | /r/LocalLLaMA/comments/174m2xn/hyperattention_longcontext_attention_in/ | false | false | 1 | {'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... | ||
ANIMA-Phi-Neptune-Mistral-7B-v1 | 35 | Hey everyone! So here is the first official model that I am releasing. It is focused on understanding the Biomimicry concept and process to help users solve problems with innovative ideas inspired by nature. There is more fine-tuning to do to expand and enhance this concept.
It's currently running on the LLM Leade... | 2023-10-10T13:45:49 | https://www.reddit.com/r/LocalLLaMA/comments/174ln2q/animaphineptunemistral7bv1/ | vesudeva | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174ln2q | false | null | t3_174ln2q | /r/LocalLLaMA/comments/174ln2q/animaphineptunemistral7bv1/ | false | false | self | 35 | {'enabled': False, 'images': [{'id': 'E_cE37n8K_t4cORVdAIAX6QtTABrLpGBRq5SbzUAHfY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/vEOEiL1YilFOu7kzrSDFg1sFUC-BZiEr8oF0ZzHTCL4.jpg?width=108&crop=smart&auto=webp&s=c7edb2de0e6942cee38c041b0d862715f93127b9', 'width': 108}, {'height': 116, 'url': 'h... |
Synthetic dataset generation (locally): 101 guide | 1 | [removed] | 2023-10-10T12:32:19 | https://www.reddit.com/r/LocalLLaMA/comments/174k0ml/synthetic_dataset_generation_locally_101_guide/ | Fluid-Age-9266 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174k0ml | false | null | t3_174k0ml | /r/LocalLLaMA/comments/174k0ml/synthetic_dataset_generation_locally_101_guide/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '8tAyVLH3UAPaPbWwNY5fxn2epEZHgXmHHX9FG0v52wY', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/6qPPE_MEteNG7YjMdclTWa_8VyZ9dLGpuAwYdOw8C9Y.jpg?width=108&crop=smart&auto=webp&s=2579ab06751d4be737d11a4c5b21319da8fd6f74', 'width': 108}, {'height': 113, 'url': 'h... |
200 000 dollars what in hardware can i buy and build with my students | 96 | Hi i have the possibility to apply for 100 to 200 thousand to build a "supercomputer" with my students in a hybrid high school-university education. Our goal is to both let students build the computer and configure it and then use it. What are the hardware we should buy for the money, both GPU, CPU and more.
Please... | 2023-10-10T11:12:57 | https://www.reddit.com/r/LocalLLaMA/comments/174iki9/200_000_dollars_what_in_hardware_can_i_buy_and/ | dupido | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174iki9 | false | null | t3_174iki9 | /r/LocalLLaMA/comments/174iki9/200_000_dollars_what_in_hardware_can_i_buy_and/ | false | false | self | 96 | null |
EM German - Mistral + Continous Pretraining + high-quality Finetune to achieve unprecedented non-english performance | 47 | 2023-10-10T10:38:06 | https://github.com/jphme/EM_German/blob/main/README.md | jphme | github.com | 1970-01-01T00:00:00 | 0 | {} | 174i0vh | false | null | t3_174i0vh | /r/LocalLLaMA/comments/174i0vh/em_german_mistral_continous_pretraining/ | false | false | 47 | {'enabled': False, 'images': [{'id': 'tTTfpP7bm29TY65B0VELyvMLMyOCM73087MrCMN_uvE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/FRchFCaoN1iX2bSrP3lnTtfaX6j7CBhWU4u0bdeYYeI.jpg?width=108&crop=smart&auto=webp&s=492cb78f8304666d7648f8408e2b5e80c951ecbb', 'width': 108}, {'height': 108, 'url': 'h... | ||
ELI5 what Tau actually does in Mirostat. | 20 | I tried searching for it but I'm getting conflicting information. Some suggest that lower Tau (3) will produce more human-like responses while others say that higher Tau values will produce more complex text. I guess both could be true at the same time but I'm generally confused on how to use that setting. | 2023-10-10T10:20:04 | https://www.reddit.com/r/LocalLLaMA/comments/174hqng/eli5_what_tau_actually_does_in_mirostat/ | Herr_Drosselmeyer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174hqng | false | null | t3_174hqng | /r/LocalLLaMA/comments/174hqng/eli5_what_tau_actually_does_in_mirostat/ | false | false | self | 20 | null |
What is the best way to get a trained GPTQ model? | 1 | I am thinking of using a vanilla llama model 7B - finetuning it using autotrain-advanced-quantizing it and working with it.
What is the process that is working best for you guys? If different downstream tasks work better with different methods, let me know that as well. | 2023-10-10T10:15:29 | https://www.reddit.com/r/LocalLLaMA/comments/174ho4p/what_is_the_best_way_to_get_a_trained_gptq_model/ | shinigami_inso | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174ho4p | false | null | t3_174ho4p | /r/LocalLLaMA/comments/174ho4p/what_is_the_best_way_to_get_a_trained_gptq_model/ | false | false | self | 1 | null |
Is there any local model that can work well with dataframes/csv? | 8 | With GPT-4 the performance is amazing, I want to do the same with a local model. Has anyone got any success with any local model and have worked successfully with dataframes? | 2023-10-10T10:13:30 | https://www.reddit.com/r/LocalLLaMA/comments/174hmwr/is_there_any_local_model_that_can_work_well_with/ | shinigami_inso | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174hmwr | false | null | t3_174hmwr | /r/LocalLLaMA/comments/174hmwr/is_there_any_local_model_that_can_work_well_with/ | false | false | self | 8 | null |
QLoRA with GPTQ problems | 3 | I'm having problems fine-tuning with pre-quantised models. My training loss is sometimes 0 and the validation loss is nan, so I assume this is an overflow issue?
Does anyone see anything obviously wrong with the way I am training my model?
FWIW, I never had this issue doing QLoRA with bitsandbytes quantisation.
... | 2023-10-10T09:39:57 | https://www.reddit.com/r/LocalLLaMA/comments/174h3kt/qlora_with_gptq_problems/ | Lewba | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174h3kt | false | null | t3_174h3kt | /r/LocalLLaMA/comments/174h3kt/qlora_with_gptq_problems/ | false | false | self | 3 | null |
Substitute for AutoGPT? | 3 | So I used to use AutoGPT back when it was mostly uncensored, but now, I work with LLMs and was wanting some of that functionality back.
I'm using oobabooga/text-generation-webui right now and I'd like to set up AutoGPT to it, but there seems no way for it to force the LLM to return a proper JSON string back (or AutoG... | 2023-10-10T09:22:06 | https://www.reddit.com/r/LocalLLaMA/comments/174gtjg/substitute_for_autogpt/ | Lance_lake | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174gtjg | false | null | t3_174gtjg | /r/LocalLLaMA/comments/174gtjg/substitute_for_autogpt/ | false | false | self | 3 | null |
How to further pre-train llama-2 model on documents for question answering? | 4 | Hi all,
I have a set of documents that are about "menu engineering", and this files are somewhat new and I don't think these were used for pre-training the llama-2 model.
Is there a way to extend pre-training on these new documents, and later I want to fine-tune the model on this data on question answer pairs to do ... | 2023-10-10T08:24:19 | https://www.reddit.com/r/LocalLLaMA/comments/174g0wj/how_to_further_pretrain_llama2_model_on_documents/ | vile_proxima | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174g0wj | false | null | t3_174g0wj | /r/LocalLLaMA/comments/174g0wj/how_to_further_pretrain_llama2_model_on_documents/ | false | false | self | 4 | null |
Can anyone explain MoE like I’m 25 | 154 | I’ve read about a bunch of threads. Tried reading some papers on arxiv. I couldn’t understand how is it better(or useful) than current LLMs like Llama or Mistral and so on? | 2023-10-10T07:18:42 | https://www.reddit.com/r/LocalLLaMA/comments/174f42z/can_anyone_explain_moe_like_im_25/ | Tejasw__ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174f42z | false | null | t3_174f42z | /r/LocalLLaMA/comments/174f42z/can_anyone_explain_moe_like_im_25/ | false | false | self | 154 | null |
Using vLLM with classification head | 6 | I was trying to use my llama2 classifier with vLLM. Is it possible to use vLLM like this or it only works for generating Text? | 2023-10-10T07:14:27 | https://www.reddit.com/r/LocalLLaMA/comments/174f1x9/using_vllm_with_classification_head/ | ComplexIt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174f1x9 | false | null | t3_174f1x9 | /r/LocalLLaMA/comments/174f1x9/using_vllm_with_classification_head/ | false | false | self | 6 | null |
Purpose of Pipeline/Chain Abstractions? | 29 | I've worked with more than a few streaming and distributed processing frameworks in the past, and am familiar with their designs and, more importantly, the reasoning behind their designs. It's common for frameworks like these to have you treat your functions as some flavor of an abstract computation node, assemble them... | 2023-10-10T06:26:12 | https://www.reddit.com/r/LocalLLaMA/comments/174eckz/purpose_of_pipelinechain_abstractions/ | Radiant_Tea8107 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174eckz | false | null | t3_174eckz | /r/LocalLLaMA/comments/174eckz/purpose_of_pipelinechain_abstractions/ | false | false | self | 29 | {'enabled': False, 'images': [{'id': 'omYQW3a2rBBUZjE_BU2A1OXIrYOyW0kli9BurMtSc-M', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/9lIOjChLWa5ZeBPfcsNdlT8K0ZzGJgWDUjZR3aGsDS8.jpg?width=108&crop=smart&auto=webp&s=e18686a9ef922cda00bfc2ce10075dcce4f1a748', 'width': 108}, {'height': 116, 'url': 'h... |
Some one send me a link to faraday ai | 0 | [removed] | 2023-10-10T04:46:42 | https://www.reddit.com/r/LocalLLaMA/comments/174cskk/some_one_send_me_a_link_to_faraday_ai/ | Avocado_Express | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174cskk | false | null | t3_174cskk | /r/LocalLLaMA/comments/174cskk/some_one_send_me_a_link_to_faraday_ai/ | false | false | self | 0 | null |
LLMs that can run on CPUs and less RAM | 6 | As the title says I am working on a project that would require me to install chatbots into client side PCs. These are usually not connected to the internet and are used for monitoring machinery. These do not have GPUs as well. So I am looking for a model that can take different function names and their attribute detail... | 2023-10-10T04:22:18 | https://www.reddit.com/r/LocalLLaMA/comments/174cdy3/llms_that_can_run_on_cpus_and_less_ram/ | IamFuckinTomato | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 174cdy3 | false | null | t3_174cdy3 | /r/LocalLLaMA/comments/174cdy3/llms_that_can_run_on_cpus_and_less_ram/ | false | false | self | 6 | null |
Help me pick an uncensored/censored LLM? | 1 | [removed] | 2023-10-10T01:12:23 | https://www.reddit.com/r/LocalLLaMA/comments/1748o1r/help_me_pick_an_uncensoredcensored_llm/ | Archaicmind173 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1748o1r | false | null | t3_1748o1r | /r/LocalLLaMA/comments/1748o1r/help_me_pick_an_uncensoredcensored_llm/ | false | false | self | 1 | null |
Laion Releasing Datasets off GPT-4V! | 41 | So, looks Like Laion is working on datasets based off GPT-4V! The Dalle 3 dataset is filled, the GPT-4V one is empty so far
https://huggingface.co/datasets/laion/dalle-3-dataset
https://huggingface.co/datasets/laion/gpt4v-dataset/tree/main
So far, the GPT-4V dataset is empty, so I can't give any Judgement. I feel lik... | 2023-10-09T23:29:11 | https://www.reddit.com/r/LocalLLaMA/comments/1746ek9/laion_releasing_datasets_off_gpt4v/ | vatsadev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1746ek9 | false | null | t3_1746ek9 | /r/LocalLLaMA/comments/1746ek9/laion_releasing_datasets_off_gpt4v/ | false | false | self | 41 | {'enabled': False, 'images': [{'id': '3c1k_cW_nU_6789gFJHTwXwWG0BowS8yKKf8SrOBZKg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/SlrFEJUins-aLampot7pY7BSqUKRGfTbSi9C1Q4bLVg.jpg?width=108&crop=smart&auto=webp&s=6e9d3f15f00728775c8c630cb88a5e5623226172', 'width': 108}, {'height': 116, 'url': 'h... |
Has anyone been finetuning LLaVA? | 10 | I have just been looking at the web demo [here](https://llava.hliu.cc/) and damn it's pretty good! I'm wondering how demanding it is to finetune on your own image data | 2023-10-09T22:45:07 | https://www.reddit.com/r/LocalLLaMA/comments/1745e0y/has_anyone_been_finetuning_llava/ | Chance_Confection_37 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1745e0y | false | null | t3_1745e0y | /r/LocalLLaMA/comments/1745e0y/has_anyone_been_finetuning_llava/ | false | false | self | 10 | null |
Any models for text evaluation, grading, rating, or qualitative analysis? | 1 | [removed] | 2023-10-09T21:00:59 | https://www.reddit.com/r/LocalLLaMA/comments/1742wcb/any_models_for_text_evaluation_grading_rating_or/ | NeonNoirSciFi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1742wcb | false | null | t3_1742wcb | /r/LocalLLaMA/comments/1742wcb/any_models_for_text_evaluation_grading_rating_or/ | false | false | self | 1 | null |
Quality degradation of different quant methods evaluation? | 9 | While we know what the base models models are at, is anyone aware of what this could mean for GGUF / GGML models? For example, quant 3 looks a bit lobotimised over quant 4. However, to get the empirical results, how could one achieve this with a quantized model for llama.cpp? | 2023-10-09T20:48:43 | https://www.reddit.com/r/LocalLLaMA/comments/1742m3q/quality_degradation_of_different_quant_methods/ | Grittenald | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1742m3q | false | null | t3_1742m3q | /r/LocalLLaMA/comments/1742m3q/quality_degradation_of_different_quant_methods/ | false | false | self | 9 | null |
Is there a problem with running a 3090 together with low-spec cards? | 5 | I have a spare 1060 6GB collecting dust and I was wondering if it would be feasible to add it to my current 3090 setup. This would allow me for example to run 32B models with more context. Would it work? Will inference speed be slower? | 2023-10-09T20:41:59 | https://www.reddit.com/r/LocalLLaMA/comments/1742g77/is_there_a_problem_with_running_a_3090_together/ | Gaverfraxz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1742g77 | false | null | t3_1742g77 | /r/LocalLLaMA/comments/1742g77/is_there_a_problem_with_running_a_3090_together/ | false | false | self | 5 | null |
Has anyone used LLaVA yet? | 34 | How does it compare to GPT-4 | 2023-10-09T20:40:39 | https://www.reddit.com/r/LocalLLaMA/comments/1742f10/has_anyone_used_llava_yet/ | derpgod123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1742f10 | false | null | t3_1742f10 | /r/LocalLLaMA/comments/1742f10/has_anyone_used_llava_yet/ | false | false | self | 34 | null |
Powerful Models on a Budget: Combining DoReMi Optimization with Synthetic Data | 62 | # Hi Everyone,
As has been discussed previously, there have been some exciting results coming out recently with synthetic data. Finally, I have a long term 8x A100, accelerating open research into this.
My ongoing goal is to replicate phi 1.5 and in doing so increase our understanding of fine-tuning and pre-training.... | 2023-10-09T20:20:35 | https://www.reddit.com/r/LocalLLaMA/comments/1741wpq/powerful_models_on_a_budget_combining_doremi/ | docsoc1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1741wpq | false | null | t3_1741wpq | /r/LocalLLaMA/comments/1741wpq/powerful_models_on_a_budget_combining_doremi/ | false | false | 62 | {'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... |
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