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LLM RAG with Apple M2 192gb: feasible? Curious to hear if you've tried it | 9 | I have read that running inference on larger LLM models is possible on workstations with Apple's M2 chip and 192GB RAM.
I am curious to know if it is technically feasible to do RAG fine-tuning on a model with such a workstation. If you have tried it I would love to hear your experience! | 2023-10-20T19:46:54 | https://www.reddit.com/r/LocalLLaMA/comments/17cjprz/llm_rag_with_apple_m2_192gb_feasible_curious_to/ | Drited | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17cjprz | false | null | t3_17cjprz | /r/LocalLLaMA/comments/17cjprz/llm_rag_with_apple_m2_192gb_feasible_curious_to/ | false | false | self | 9 | null |
How do I run this on CPU? | 1 | 2023-10-20T19:35:36 | https://huggingface.co/FelixChao/vicuna-33b-coder/tree/main | YuhFRthoYORKonhisass | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 17cjgzi | false | null | t3_17cjgzi | /r/LocalLLaMA/comments/17cjgzi/how_do_i_run_this_on_cpu/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'l2d4OCeMlcYmoxPMbYowSBLE3eLauwSRyiVnb1uxwwk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/SMaiOZunloFhNArTk6PtN9xXALq3eB8SAJll6uu8RYU.jpg?width=108&crop=smart&auto=webp&s=240be72f1a250ace063717f1b6da2710669e609b', 'width': 108}, {'height': 116, 'url': 'h... | ||
What RoPE values to use for 16K on Kobold? | 2 | What settings should I provide to use 16k context size with XWin-70b on KoboldCPP? The documentation claims that it automatically selects the best values, but then the log repeats the same default values for any model and context size. | 2023-10-20T18:35:33 | https://www.reddit.com/r/LocalLLaMA/comments/17ci5hy/what_rope_values_to_use_for_16k_on_kobold/ | Barafu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ci5hy | false | null | t3_17ci5hy | /r/LocalLLaMA/comments/17ci5hy/what_rope_values_to_use_for_16k_on_kobold/ | false | false | self | 2 | null |
What's the best out-of-box Open LM replacement for OpenAI Function Calls? | 6 | Please don't recommend Gorilla 👀 | 2023-10-20T17:59:21 | https://www.reddit.com/r/LocalLLaMA/comments/17chch0/whats_the_best_outofbox_open_lm_replacement_for/ | dulldata | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17chch0 | false | null | t3_17chch0 | /r/LocalLLaMA/comments/17chch0/whats_the_best_outofbox_open_lm_replacement_for/ | false | false | self | 6 | null |
Any good 13b models that are good for proof reading? | 7 | As the title says. Thanks | 2023-10-20T17:45:53 | https://www.reddit.com/r/LocalLLaMA/comments/17ch248/any_good_13b_models_that_are_good_for_proof/ | CollectionLeather292 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ch248 | false | null | t3_17ch248 | /r/LocalLLaMA/comments/17ch248/any_good_13b_models_that_are_good_for_proof/ | false | false | self | 7 | null |
Llama 2 on Amazon SageMaker a Benchmark | 5 | 2023-10-20T17:33:27 | https://huggingface.co/blog/llama-sagemaker-benchmark | Ion_GPT | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 17cgsbq | false | null | t3_17cgsbq | /r/LocalLLaMA/comments/17cgsbq/llama_2_on_amazon_sagemaker_a_benchmark/ | false | false | 5 | {'enabled': False, 'images': [{'id': '6GF5SFLQuxM57YUbXvvVb4a8VRrVD6a78kruPuKM9X8', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/7zTJ9OP4lj9WWoZtUPBIhWhZmPUxjsSDv04A1lyPr_o.jpg?width=108&crop=smart&auto=webp&s=972c49520410737c4c5e358d2f062e2585ddb49b', 'width': 108}, {'height': 112, 'url': 'h... | ||
How to analyze code and produce fixes using a LLM? | 10 | I'm interested in using a large language model (LLM) to analyze my code and produce fixes. I have a detailed exception log from my codebase, and I want to use the LLM to suggest code fixes.
I was thinking of converting my codebase to PDF, then training a localGPT model on it. I would then bind the localGPT model with ... | 2023-10-20T17:27:02 | https://www.reddit.com/r/LocalLLaMA/comments/17cgn2t/how_to_analyze_code_and_produce_fixes_using_a_llm/ | Sametklou | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17cgn2t | false | null | t3_17cgn2t | /r/LocalLLaMA/comments/17cgn2t/how_to_analyze_code_and_produce_fixes_using_a_llm/ | false | false | self | 10 | null |
What tools would I use to convert a model from (I think) GGUF to (I think) exl2? | 6 | Hey all, I've been writing code for 40 years and administering Linux for 30, but my Google-fu is failing me on this topic and it makes me wonder if I'm not asking my question correctly. So I'd \*really\* appreciate it if anyone corrected my terms and I'm not describing things properly.
About a month ago, I started pla... | 2023-10-20T17:04:10 | https://www.reddit.com/r/LocalLLaMA/comments/17cg4ir/what_tools_would_i_use_to_convert_a_model_from_i/ | the_quark | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17cg4ir | false | null | t3_17cg4ir | /r/LocalLLaMA/comments/17cg4ir/what_tools_would_i_use_to_convert_a_model_from_i/ | false | false | self | 6 | null |
Llama2-13b-chat | Chatbot | 7 | I have some questions about making a chatbot with large amounts of pdfs and other file formats! Any input or nudge in the right direction would be awesome.
So my big questions is, what is the best way to make a vector database? Do I need things like Pinecone or can I make it entirely myself?
I am planning on using ... | 2023-10-20T16:56:51 | https://www.reddit.com/r/LocalLLaMA/comments/17cfycf/llama213bchat_chatbot/ | 8Optimism | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17cfycf | false | null | t3_17cfycf | /r/LocalLLaMA/comments/17cfycf/llama213bchat_chatbot/ | false | false | self | 7 | null |
Budget of 5-10k to get a good performance | 28 | Hello,
I’m running Llama2-13b locally on a server. The responsive time is very bad (>5min). I have a budget of 5k - 10k to get the response time below 15s. I want to upload PDF files. The answer should be based on these.
Which hardware/which setup can you recommend to run Llama2-13b with a good performance?
Which h... | 2023-10-20T16:48:17 | https://www.reddit.com/r/LocalLLaMA/comments/17cfrpg/budget_of_510k_to_get_a_good_performance/ | Available_College_79 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17cfrpg | false | null | t3_17cfrpg | /r/LocalLLaMA/comments/17cfrpg/budget_of_510k_to_get_a_good_performance/ | false | false | self | 28 | null |
My experiments with GPT Engineer and WizardCoder-Python-34B-GPTQ | 33 | Finally, I attempted gpt-engineer to see if I could build a serious app with it. A micro e-commerce app with a payment gateway. The basic one.
Though, the docs suggest using it with gpt-4, I went ahead with my local WizardCoder-Python-34B-GPTQ running on a 3090 with oogabooga and openai plugin.
It started with a desc... | 2023-10-20T16:47:50 | https://www.reddit.com/r/LocalLLaMA/comments/17cfrdj/my_experiments_with_gpt_engineer_and/ | AstrionX | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17cfrdj | false | null | t3_17cfrdj | /r/LocalLLaMA/comments/17cfrdj/my_experiments_with_gpt_engineer_and/ | false | false | self | 33 | null |
I developed an AI model as a 12th grade student. | 1 | Hello everyone! I have developed an AI project leveraging the BERT model to classify texts, identifying insults or concealed derogatory remarks within lengthy text passages. Utilizing a Turkish dataset, the project achieved an accuracy of 87%. On a related note, I'm curious to know if OpenAI or any company provides any... | 2023-10-20T15:59:03 | https://www.reddit.com/r/LocalLLaMA/comments/17cemzx/i_developed_an_ai_model_as_a_12th_grade_student/ | Sensitive-Ad6659 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17cemzx | false | null | t3_17cemzx | /r/LocalLLaMA/comments/17cemzx/i_developed_an_ai_model_as_a_12th_grade_student/ | false | false | self | 1 | null |
Is anybody using Llama or any other LLM as part of a product's pipeline? | 16 | Obviously LLMs are very powerful and there is a lot of hype so I'm sure a lot of people are trying to deploy them into their software pipelines somehow, but I don't understand how they might be used as part of a particular software product. | 2023-10-20T15:52:33 | https://www.reddit.com/r/LocalLLaMA/comments/17cehrg/is_anybody_using_llama_or_any_other_llm_as_part/ | duffpaddy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17cehrg | false | null | t3_17cehrg | /r/LocalLLaMA/comments/17cehrg/is_anybody_using_llama_or_any_other_llm_as_part/ | false | false | self | 16 | null |
What are the token probabilities in for ctransformers? | 1 | I found these logit probs when using llama 2 from thebloke via ctransformers. I thought all the probs were logprobs, but obviously not in this case...
`00000 = {float} 1.6911218166351318`
`00001 = {float} -0.3545471429824829`
`00002 = {float} -0.2773338556289673`
`00003 = {float} 0.3111882507801056`
`00004 = {floa... | 2023-10-20T15:40:15 | https://www.reddit.com/r/LocalLLaMA/comments/17ce7qt/what_are_the_token_probabilities_in_for/ | natural_language_guy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ce7qt | false | null | t3_17ce7qt | /r/LocalLLaMA/comments/17ce7qt/what_are_the_token_probabilities_in_for/ | false | false | self | 1 | null |
Brainstorm. Small company use of AI for customer support. | 2 | So I have been thinking about using AI for customer support. We put about 5-15% of our time on customer support. We are a small company, 10 people. I'm in customer support and I'm looking into ways to make use of an LLM to manage it. It's email and social media channels. Id like our customers to interact with an agent,... | 2023-10-20T15:09:17 | https://www.reddit.com/r/LocalLLaMA/comments/17cdin2/brainstorm_small_company_use_of_ai_for_customer/ | slemklumpen | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17cdin2 | false | null | t3_17cdin2 | /r/LocalLLaMA/comments/17cdin2/brainstorm_small_company_use_of_ai_for_customer/ | false | false | self | 2 | null |
Is there any meaning in buying a 1500€ computer for AI ? | 75 | Hello,
I'm not a specialist but more "the IT guy" at work (a public library).
​
Since the beginning of 2022, I try to convince my direction and co-workers that we should pay attention to AI, machine learning, vector databases, image creation, automatic translations etc
I managed to give a few presentations... | 2023-10-20T14:42:36 | https://www.reddit.com/r/LocalLLaMA/comments/17ccwl1/is_there_any_meaning_in_buying_a_1500_computer/ | CedricLimousin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ccwl1 | false | null | t3_17ccwl1 | /r/LocalLLaMA/comments/17ccwl1/is_there_any_meaning_in_buying_a_1500_computer/ | false | false | self | 75 | null |
Total Newbie Questions | 2 | Hello!
​
\- I have multiple Dell R410 servers, fully loaded with CPU and RAM, but not GPU, is it possible to run a model on it, even the bigger ones (i have all my time ) ?
\- I've been able to run GPT4ALL with detailled instructions and it run perfectly. Do i just have to change the model files to run anoth... | 2023-10-20T14:34:51 | https://www.reddit.com/r/LocalLLaMA/comments/17ccqjc/total_newbie_questions/ | delphinealdrine | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ccqjc | false | null | t3_17ccqjc | /r/LocalLLaMA/comments/17ccqjc/total_newbie_questions/ | false | false | self | 2 | null |
MultiToken: Embed arbitrary modalities (images, audio, documents, etc) into large language models | 24 | Hi all, I wanted to share a project I've been working on to build universal large multimodal models (LMMs).
There's the cool technique implemented in [LLaVA](https://github.com/haotian-liu/LLaVA) where you can essentially embed images into the token space of LLMs and then use them in chat like "Tell me what is written... | 2023-10-20T14:32:57 | https://www.reddit.com/r/LocalLLaMA/comments/17ccp0l/multitoken_embed_arbitrary_modalities_images/ | sshh12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ccp0l | false | null | t3_17ccp0l | /r/LocalLLaMA/comments/17ccp0l/multitoken_embed_arbitrary_modalities_images/ | false | false | self | 24 | null |
How to increase ollama inferencing speed with CPU only | 12 | I tried to create a new model Inheriting from existing Codellama-13B model and set parameters as following
use_mmap false # to utilize 50GB RAM
num_thread 8 # to utilize 8 cores CPU
But there is no significant improvement on inferencing speed
Did you try the same?
I would appreciate any suggestions
Thank you in advance... | 2023-10-20T14:29:40 | https://www.reddit.com/r/LocalLLaMA/comments/17ccm9b/how_to_increase_ollama_inferencing_speed_with_cpu/ | GroundbreakingNet574 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ccm9b | false | null | t3_17ccm9b | /r/LocalLLaMA/comments/17ccm9b/how_to_increase_ollama_inferencing_speed_with_cpu/ | false | false | self | 12 | null |
Any LMStudio alternative? | 9 | Is anyone aware of any LMStudio alternative that can expose the local GGML models as OpenAI compatible API endpoint? | 2023-10-20T14:14:40 | https://www.reddit.com/r/LocalLLaMA/comments/17ccak1/any_lmstudio_alternative/ | dulldata | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ccak1 | false | null | t3_17ccak1 | /r/LocalLLaMA/comments/17ccak1/any_lmstudio_alternative/ | false | false | self | 9 | null |
Seed-LLaMA: Open-Source DALLE-3? | 43 | 2023-10-20T13:52:28 | https://ailab-cvc.github.io/seed/seed_llama.html | ninjasaid13 | ailab-cvc.github.io | 1970-01-01T00:00:00 | 0 | {} | 17cbt1f | false | null | t3_17cbt1f | /r/LocalLLaMA/comments/17cbt1f/seedllama_opensource_dalle3/ | false | false | default | 43 | null | |
Where to find hosted multimodals like cogvllm and llava-1.5b | 1 | I am looking for any api service that serves multimodal models, any information would be helpful. | 2023-10-20T12:58:52 | https://www.reddit.com/r/LocalLLaMA/comments/17cap5s/where_to_find_hosted_multimodals_like_cogvllm_and/ | smyja | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17cap5s | false | null | t3_17cap5s | /r/LocalLLaMA/comments/17cap5s/where_to_find_hosted_multimodals_like_cogvllm_and/ | false | false | self | 1 | null |
Keep Clam and Scary On | 0 | 2023-10-20T12:23:54 | https://www.reddit.com/gallery/17ca1cp | Anna5750 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 17ca1cp | false | null | t3_17ca1cp | /r/LocalLLaMA/comments/17ca1cp/keep_clam_and_scary_on/ | false | false | 0 | null | ||
LLM speeds on 4090 | 4 | These are the speeds I get with different LLMs on my 4090 card at half precision.
*Phi-1.5 \~56*
*WizardCoder-3B-V1.0 \~7.5*
*WizardCoder-Python-7B-V1.0 \~28*
*WizardCoder-Python-13B-V1.0 \~0.4*
*WizardCoder-15B-V1.0 \~1.5*
*Driver Version: 537.34, CUDA Version: 12.2, transformers 4.33.1*
Are the spe... | 2023-10-20T11:58:44 | https://www.reddit.com/r/LocalLLaMA/comments/17c9kf8/llm_speeds_on_4090/ | Dry_Long3157 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17c9kf8 | false | null | t3_17c9kf8 | /r/LocalLLaMA/comments/17c9kf8/llm_speeds_on_4090/ | false | false | self | 4 | null |
Open Source AI FOMO Saver | 2 | [https://github.com/premAI-io/state-of-open-source-ai](https://github.com/premAI-io/state-of-open-source-ai) | 2023-10-20T11:41:13 | https://www.reddit.com/r/LocalLLaMA/comments/17c99ha/open_source_ai_fomo_saver/ | nsosio | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17c99ha | false | null | t3_17c99ha | /r/LocalLLaMA/comments/17c99ha/open_source_ai_fomo_saver/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'GQr5n13kcL6etuAZ_8FqLYTl7SSyXRTPPUJkouvxu6U', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/fbHtUuN6rCsNzhOwnWZPKU3Qw9TzK9Ic-xb5uuLuek4.jpg?width=108&crop=smart&auto=webp&s=ccdde4c0384243dde435983217ec88aa0d473ff2', 'width': 108}, {'height': 108, 'url': 'h... |
Is anyone fine-tuning CodeLlama on Rust code bases? | 1 | [removed] | 2023-10-20T11:10:44 | https://www.reddit.com/r/LocalLLaMA/comments/17c8qm7/is_anyone_finetuning_codellama_on_rust_code_bases/ | Mountain-Olive2947 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17c8qm7 | false | null | t3_17c8qm7 | /r/LocalLLaMA/comments/17c8qm7/is_anyone_finetuning_codellama_on_rust_code_bases/ | false | false | self | 1 | null |
Services to host fine-tuned models | 1 | [removed] | 2023-10-20T11:04:25 | https://www.reddit.com/r/LocalLLaMA/comments/17c8muo/services_to_host_finetuned_models/ | Greg_Z_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17c8muo | false | null | t3_17c8muo | /r/LocalLLaMA/comments/17c8muo/services_to_host_finetuned_models/ | false | false | self | 1 | null |
Safe Sandbox for automated LLM | 1 | Im learning, so.. there’s that, I’m going to figure this out, one way or another.. and would rather not do whatever horrible crap one might do in this situation, I get I need a very limited user account, to go heavy into certain firewall settings and user account privileges etc .. i haven’t looked too far into it and f... | 2023-10-20T10:30:28 | https://www.reddit.com/r/LocalLLaMA/comments/17c82fz/safe_sandbox_for_automated_llm/ | 80Unknown08 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17c82fz | false | null | t3_17c82fz | /r/LocalLLaMA/comments/17c82fz/safe_sandbox_for_automated_llm/ | false | false | self | 1 | null |
Could I add some P40 cards to run bigger model? | 3 | I have a RTX 3090 and I want to run Falcon 180B on my server. The Q3_K_M version is 85.2GB which means I need to buy 3 24GB P40s. Anyone have do this before? Is the generation speed acceptable? | 2023-10-20T10:19:28 | https://www.reddit.com/r/LocalLLaMA/comments/17c7wbj/could_i_add_some_p40_cards_to_run_bigger_model/ | MarySmith2021 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17c7wbj | false | null | t3_17c7wbj | /r/LocalLLaMA/comments/17c7wbj/could_i_add_some_p40_cards_to_run_bigger_model/ | false | false | self | 3 | null |
LLM speed on 4090 | 1 | These are the tk/sec I get on different LLM on my 4090 card at half precision.
Phi-1.5 \~190
WizardCoder-3B-V1.0 \~45
WizardCoder-Python-7B-V1.0 \~140
WizardCoder-Python-13B-V1.0 \~2.5
WizardCoder-15B-V1.0 \~4
Driver Version: 537.34, CUDA Version: 12.2, transformers 4.33.1
Is the speed with 13B LLMs fine... | 2023-10-20T10:17:31 | https://www.reddit.com/r/LocalLLaMA/comments/17c7v8e/llm_speed_on_4090/ | Dry_Long3157 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17c7v8e | false | null | t3_17c7v8e | /r/LocalLLaMA/comments/17c7v8e/llm_speed_on_4090/ | false | false | self | 1 | null |
Anyone running LLMs on Xeon E5-2699 v4 (22T/44C) | 16 | I recently bought a HP ML350 for cheap which the highest CPU it supports is 2x Xeon E5-2699 v4. That is a total of 44 cores / 88 Threads for about $400. Together with a near unlimited amount of 2400 Mhz DDR4 I was wondering what kinds of speeds I would be looking at for inference / training? Does anyone has experience ... | 2023-10-20T09:36:48 | https://www.reddit.com/r/LocalLLaMA/comments/17c790b/anyone_running_llms_on_xeon_e52699_v4_22t44c/ | OutlandishnessIll466 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17c790b | false | null | t3_17c790b | /r/LocalLLaMA/comments/17c790b/anyone_running_llms_on_xeon_e52699_v4_22t44c/ | false | false | self | 16 | null |
ow to fine tune a 7b or bigger model on my own tweets | 1 | [removed] | 2023-10-20T09:17:17 | https://www.reddit.com/r/LocalLLaMA/comments/17c6yyf/ow_to_fine_tune_a_7b_or_bigger_model_on_my_own/ | Glum-Regular8896 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17c6yyf | false | null | t3_17c6yyf | /r/LocalLLaMA/comments/17c6yyf/ow_to_fine_tune_a_7b_or_bigger_model_on_my_own/ | false | false | self | 1 | null |
CMP 50HX | 6 | Anyone tried these Nvidia mining card like CMP 50HX, I wonder if it work for llm or the performance is blocked for everything except mining. | 2023-10-20T08:45:05 | https://www.reddit.com/r/LocalLLaMA/comments/17c6ia9/cmp_50hx/ | Astronomer3007 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17c6ia9 | false | null | t3_17c6ia9 | /r/LocalLLaMA/comments/17c6ia9/cmp_50hx/ | false | false | self | 6 | null |
Best ML/AI benchmarks for choosing GPUs? | 0 | [removed] | 2023-10-20T08:10:19 | https://www.reddit.com/r/LocalLLaMA/comments/17c60ua/best_mlai_benchmarks_for_choosing_gpus/ | digital_m0nk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17c60ua | false | null | t3_17c60ua | /r/LocalLLaMA/comments/17c60ua/best_mlai_benchmarks_for_choosing_gpus/ | false | false | self | 0 | null |
𝗔𝗿𝗶𝘁𝗵𝗺𝗼-𝗠𝗶𝘀𝘁𝗿𝗮𝗹-𝟳𝗕 Model for Mathematical Reasoning | 57 | Hello Kind Folks,
I am excited to announce release of 𝗔𝗿𝗶𝘁𝗵𝗺𝗼-𝗠𝗶𝘀𝘁𝗿𝗮𝗹-𝟳𝗕 model that outperforms existing 7B and 13B state-of-the-art mathematical reasoning models by a huge margin on both GSM8K and MATH datasets.
🧠 Model is supercharged with mathematical reasoning capabilities (CoT) to answer a ques... | 2023-10-20T07:32:06 | https://www.reddit.com/r/LocalLLaMA/comments/17c5hge/𝗔𝗿𝗶𝘁𝗵𝗺𝗼𝗠𝗶𝘀𝘁𝗿𝗮𝗹𝟳𝗕_model_for_mathematical_reasoning/ | UglyMonkey17 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17c5hge | false | null | t3_17c5hge | /r/LocalLLaMA/comments/17c5hge/𝗔𝗿𝗶𝘁𝗵𝗺𝗼𝗠𝗶𝘀𝘁𝗿𝗮𝗹𝟳𝗕_model_for_mathematical_reasoning/ | false | false | self | 57 | {'enabled': False, 'images': [{'id': '8SJbK9LKclJjUQsNTTlvcod3tveQu7pIIJuXY6Aokno', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Z69oZmD_eiBZFbX0EHE5N0znoNm0FT5ZrlaFKAyxYiA.jpg?width=108&crop=smart&auto=webp&s=ba742402ccd72d839cd2c7ecf803dee96b0b4e0b', 'width': 108}, {'height': 116, 'url': 'h... |
What do you guys think of the RK3588 for AI or as a Graphics Card driver? | 7 | Most of my x86 equipment are fairly incompletent. The standard hexa core Zen 3/2 Ryzens are too slow, the graphics cards only have 8GB of RAM. Then there is a 24GB Tesla GPU paired with a mini ITX with a Pentium G6400 because it's the only place it fits\*, alongside that liquid AIO.
Now Rockchip's RK3588 is quite roug... | 2023-10-20T07:22:27 | https://www.reddit.com/r/LocalLLaMA/comments/17c5cru/what_do_you_guys_think_of_the_rk3588_for_ai_or_as/ | A_Degenerate_Idiot | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17c5cru | false | null | t3_17c5cru | /r/LocalLLaMA/comments/17c5cru/what_do_you_guys_think_of_the_rk3588_for_ai_or_as/ | false | false | self | 7 | null |
Impact of memory bandwidth and core speed in llama.cpp | 6 | Almost 4 months ago a user posted this extensive benchmark about the effects of different ram speeds and core count/speed and cache for both prompt processing and text generation:
https://www.reddit.com/r/LocalLLaMA/comments/14ilo0t/extensive_llamacpp_benchmark_more_speed_on_cpu_7b/
* The TL;DR is that number and fr... | 2023-10-20T07:13:44 | https://www.reddit.com/r/LocalLLaMA/comments/17c58h2/impact_of_memory_bandwidth_and_core_speed_in/ | newdoria88 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17c58h2 | false | null | t3_17c58h2 | /r/LocalLLaMA/comments/17c58h2/impact_of_memory_bandwidth_and_core_speed_in/ | false | false | self | 6 | null |
Keep Clam and Scary On | 0 | 2023-10-20T06:45:57 | https://www.reddit.com/gallery/17c4uhc | Juan-7689 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 17c4uhc | false | null | t3_17c4uhc | /r/LocalLLaMA/comments/17c4uhc/keep_clam_and_scary_on/ | false | false | default | 0 | null | |
Useful metadata in choosing GPUs for generative AI? | 1 | [removed] | 2023-10-20T06:33:22 | https://www.reddit.com/r/LocalLLaMA/comments/17c4o3n/useful_metadata_in_choosing_gpus_for_generative_ai/ | digital_m0nk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17c4o3n | false | null | t3_17c4o3n | /r/LocalLLaMA/comments/17c4o3n/useful_metadata_in_choosing_gpus_for_generative_ai/ | false | false | self | 1 | null |
My first model: CodeBooga-34B-v0.1. A WizardCoder + Phind-CodeLlama merge created with the same layer blending method used in MythoMax. It is the best coding model I have tried so far. | 94 | 2023-10-20T05:55:22 | https://huggingface.co/oobabooga/CodeBooga-34B-v0.1 | oobabooga4 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 17c43sn | false | null | t3_17c43sn | /r/LocalLLaMA/comments/17c43sn/my_first_model_codebooga34bv01_a_wizardcoder/ | false | false | 94 | {'enabled': False, 'images': [{'id': 'C5zVQVdpfyyRxIAymxc6uwkY2SBdMiNvIVsZ05u3mU8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/WPINcuH6uUWoxW_8qwSBx2EdsRbT21mbijZ69bLXnS4.jpg?width=108&crop=smart&auto=webp&s=f70d2c3b1e0c4be6c168af304d084202c34c47de', 'width': 108}, {'height': 116, 'url': 'h... | ||
AgentLM-70B: Agent-tuned open model comparable to GPT-3.5-Turbo on unseen agent tasks | 39 | 2023-10-20T05:16:05 | https://huggingface.co/papers/2310.12823 | ScaryMage | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 17c3ieb | false | null | t3_17c3ieb | /r/LocalLLaMA/comments/17c3ieb/agentlm70b_agenttuned_open_model_comparable_to/ | false | false | 39 | {'enabled': False, 'images': [{'id': 'cKCyxECRLVfRDbaKZNxB0kyaVeNLvR6Y2OTdY_zNWTQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/EsM9vtjfwLo7QzA3J3izcIJT8ko_ERueTwoFS_l7EMI.jpg?width=108&crop=smart&auto=webp&s=882bffeba8e5a9de05201cf429e05eed2c0a8843', 'width': 108}, {'height': 116, 'url': 'h... | ||
AgentLM-70B: Agent-tuned open model comparable to GPT-3.5-Turbo on unseen agent tasks | 1 | 2023-10-20T05:15:02 | https://x.com/_akhaliq/status/1715183455850410013?s=20 | ScaryMage | x.com | 1970-01-01T00:00:00 | 0 | {} | 17c3hqv | false | null | t3_17c3hqv | /r/LocalLLaMA/comments/17c3hqv/agentlm70b_agenttuned_open_model_comparable_to/ | false | false | 1 | {'enabled': False, 'images': [{'id': '6m_CmVq0CCJkcURbXPWBNV3HNEL-Bj5gkm4woGrvH0I', 'resolutions': [{'height': 143, 'url': 'https://external-preview.redd.it/1ZmOqSCm7jzrWzS4lG5WmWD4ilTOAxCk4a0y00dNyaQ.jpg?width=108&crop=smart&auto=webp&s=977293f179f2de5be73c8e19f4921c2f42ce548b', 'width': 108}, {'height': 286, 'url': '... | ||
Updates to our open-source automation/agent builder | 4 | Hey /r/LocalLLaMA!
A couple weeks ago we [open-sourced](https://www.reddit.com/r/LocalLLaMA/comments/170k91i/opensourcing_a_simple_automationagent_workflow) a simple UI for automation/agent building
I'm coming back to give a sneak peak at some updates which will roll out soon!
First of which are integrations and bat... | 2023-10-20T04:29:49 | https://www.reddit.com/r/LocalLLaMA/comments/17c2rfk/updates_to_our_opensource_automationagent_builder/ | andyndino | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17c2rfk | false | null | t3_17c2rfk | /r/LocalLLaMA/comments/17c2rfk/updates_to_our_opensource_automationagent_builder/ | false | false | 4 | {'enabled': False, 'images': [{'id': 'OJYpy1VhPAxOWPZavxFw01osiQpuMMvdTGk6qRQc0J0', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/_A1IcC6ITIddbz8p2xrVbxgnjOuEnrPWF41cIROFJEk.jpg?width=108&crop=smart&auto=webp&s=6e64289fd05277b891b0930c218c8cf55d417ac2', 'width': 108}, {'height': 113, 'url': 'h... | |
End of text token in the llama.cpp prompt. | 2 | Hi,
Sorry if I am asking a stupid question, but I am looking for a way of including the stop token in my prompt and I am not sure how. I want to give the model a bunch of examples of what I want, but only produce one thing in that style and then stop. I have the problem that sometimes it keeps going and produces ano... | 2023-10-20T03:36:14 | https://www.reddit.com/r/LocalLLaMA/comments/17c1u7m/end_of_text_token_in_the_llamacpp_prompt/ | Red_Redditor_Reddit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17c1u7m | false | null | t3_17c1u7m | /r/LocalLLaMA/comments/17c1u7m/end_of_text_token_in_the_llamacpp_prompt/ | false | false | self | 2 | null |
Wikipedia-style community LLMs? | 1 | [removed] | 2023-10-20T02:48:44 | https://x.com/varun_mathur/status/1715041606825308222?t=_gjKNTcKEP105KuONyonfQ&s=34 | ninjasaid13 | x.com | 1970-01-01T00:00:00 | 0 | {} | 17c0yew | false | null | t3_17c0yew | /r/LocalLLaMA/comments/17c0yew/wikipediastyle_community_llms/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'XVhyushd9qELGQkotCi5_mt5WgLtW5hNr7RSkcX5eSg', 'resolutions': [{'height': 77, 'url': 'https://external-preview.redd.it/HiYR8MUWeCcCHp5c29p2ucMbLLle6mqM48ehPlwncaA.jpg?width=108&crop=smart&auto=webp&s=aac03e4981fcbe786045d2f6bda12b2c42ab5bf5', 'width': 108}, {'height': 155, 'url': 'h... | |
Does datasets for fine-tuning LLAMA 2 and its deviations need to be instruct/response or question/answer format? | 4 | Noob question as the titles says. I want to fine-tune (or LoRA) LLAMA 2, all the guides I find are to format datasets to Q/A like formats. How can I prepare datasets for contents scraped from websites or bunch of JSON exemples in the same parten? Thanks! | 2023-10-20T02:19:47 | https://www.reddit.com/r/LocalLLaMA/comments/17c0e0j/does_datasets_for_finetuning_llama_2_and_its/ | caphohotain | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17c0e0j | false | null | t3_17c0e0j | /r/LocalLLaMA/comments/17c0e0j/does_datasets_for_finetuning_llama_2_and_its/ | false | false | self | 4 | null |
how to reset LLM during sequential inference requests | 2 | I'm using llama2 to sequentially process >1000 requests. I notice the vRAM increase over time from \~38GB to 48GB just after 10 requests. somehow it feels like request processing also gets slower. I do need max 4095 context length so cannot cut time there. How do i reset vRAM? i'm thinking about reloading LLM at c... | 2023-10-20T00:46:46 | https://www.reddit.com/r/LocalLLaMA/comments/17byiym/how_to_reset_llm_during_sequential_inference/ | peterwu00 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17byiym | false | null | t3_17byiym | /r/LocalLLaMA/comments/17byiym/how_to_reset_llm_during_sequential_inference/ | false | false | self | 2 | null |
Adding batch analysis features to talos | 1 | Hey /r/LocalLLaMA
tl;dr:
* Check out our open-source project here: [https://github.com/spyglass-search/talos](https://github.com/spyglass-search/talos)
* We're soon releasing some integrations & batch analysis.
* And working on a hosted version for folks to play around in.
* If you're interested in playing arou... | 2023-10-19T23:53:20 | https://www.reddit.com/r/LocalLLaMA/comments/17bxezv/adding_batch_analysis_features_to_talos/ | andyndino | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bxezv | false | null | t3_17bxezv | /r/LocalLLaMA/comments/17bxezv/adding_batch_analysis_features_to_talos/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'vNd0bs0coS_wgHdE0_gCOKIx2vQoCwObPuwRsw768Lw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/UtUNRGolh4uReI0KvKSYYKE-TYWrbvGGNnha1EYoGLs.jpg?width=108&crop=smart&auto=webp&s=b162476a60571e92d16d438ffaca6c3d85be76dd', 'width': 108}, {'height': 108, 'url': 'h... | |
please help! should i get dual nvidia rtx titans or one geforce rtx 4090? | 1 | [removed] | 2023-10-19T23:48:06 | https://www.reddit.com/r/LocalLLaMA/comments/17bxb2l/please_help_should_i_get_dual_nvidia_rtx_titans/ | vemedia | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bxb2l | false | null | t3_17bxb2l | /r/LocalLLaMA/comments/17bxb2l/please_help_should_i_get_dual_nvidia_rtx_titans/ | false | false | self | 1 | null |
Building a linux desktop - recos | 2 | Hello fellow LLMers,
Looking to spend 2k usd on a box. Will build myself and source components. Whats the best bang for my buck. Looking to experiment with various models (7b and up), do dev, etc.
Was assuming Ubuntu LTS is target OS with most support.
Havent specd a build in a while - best gpu at my price range? ... | 2023-10-19T23:44:58 | https://www.reddit.com/r/LocalLLaMA/comments/17bx8ql/building_a_linux_desktop_recos/ | stupidadult | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bx8ql | false | null | t3_17bx8ql | /r/LocalLLaMA/comments/17bx8ql/building_a_linux_desktop_recos/ | false | false | self | 2 | null |
New (and better, especially smaller ones) EXL2 quants of Phind-CodeLlama-34B-v2 | 12 | I did EXL2 [quants](https://huggingface.co/latimar/Phind-Codellama-34B-v2-exl2) of [Phind-CodeLlama-34B-v2](https://huggingface.co/Phind/Phind-CodeLlama-34B-v2) model about a month ago. I used wikitext as the calibration dataset and pretty much default settings of the exllamav2 convert script for all the quants except ... | 2023-10-19T22:03:42 | https://www.reddit.com/r/LocalLLaMA/comments/17bv136/new_and_better_especially_smaller_ones_exl2/ | epicfilemcnulty | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bv136 | false | null | t3_17bv136 | /r/LocalLLaMA/comments/17bv136/new_and_better_especially_smaller_ones_exl2/ | false | false | self | 12 | {'enabled': False, 'images': [{'id': 'iBvX7LAU9ZVJgcHyHuKsMTRm-3nEy4gMXjOyaTcz5BU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/_xIoJzPixhu1vqmtp4-FSrH3Cliiaga1eHiVtkkZ9rs.jpg?width=108&crop=smart&auto=webp&s=10e867104a63839310fe446329eca1e332930961', 'width': 108}, {'height': 116, 'url': 'h... |
Tensorrt-llm publicly available | 10 | Tensorrt-llm just got publicly released:
https://developer.nvidia.com/blog/optimizing-inference-on-llms-with-tensorrt-llm-now-publicly-available/ | 2023-10-19T21:54:25 | https://www.reddit.com/r/LocalLLaMA/comments/17but1w/tensorrtllm_publicly_available/ | whata_wonderful_day | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17but1w | false | null | t3_17but1w | /r/LocalLLaMA/comments/17but1w/tensorrtllm_publicly_available/ | false | false | self | 10 | {'enabled': False, 'images': [{'id': 'zaC6OP4p8hGjwvnd20lCPMjSLJuZpuAdT24tQSn8Pys', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/nxMsEGpSAQswCHIrm-K_brqEdB_EbV6n-ks4Cy4wQCs.jpg?width=108&crop=smart&auto=webp&s=1796a1001eceffacb59df2000d7962e93cacd273', 'width': 108}, {'height': 121, 'url': 'h... |
[Project] Scaling LLama2 70B with Multi NVIDIA and AMD GPUs under 3k budget | 37 | Machine Learning Compilation (MLC) now supports compiling LLMs to multiple GPUs.
For Llama2-70B, it runs 4-bit quantized Llama2-70B at:
- 34.5 tok/sec on two NVIDIA RTX 4090 at $3.2k
- 29.9 tok/sec on two AMD Radeon 7900XTX $2k
Also it is scales well with 8 A10G/A100 GPUs in our experiment. Details:
- Blog post: ht... | 2023-10-19T20:47:48 | https://www.reddit.com/r/LocalLLaMA/comments/17bt7gl/project_scaling_llama2_70b_with_multi_nvidia_and/ | yzgysjr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bt7gl | false | null | t3_17bt7gl | /r/LocalLLaMA/comments/17bt7gl/project_scaling_llama2_70b_with_multi_nvidia_and/ | false | false | self | 37 | null |
What are the best open LLMs trained with medical language? | 6 | I am working on a research project that involves analysing medical text (patient records) to identify key events. Initially I was planning to use chatgpt api and then compare its performance with open source LLMs. Does anyone have experience with LLMs specifically trained for the medical field?
Also, I've just come ... | 2023-10-19T20:33:19 | https://www.reddit.com/r/LocalLLaMA/comments/17bsvfx/what_are_the_best_open_llms_trained_with_medical/ | kiukamba | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bsvfx | false | null | t3_17bsvfx | /r/LocalLLaMA/comments/17bsvfx/what_are_the_best_open_llms_trained_with_medical/ | false | false | self | 6 | null |
Optimizing Inference on Large Language Models with NVIDIA TensorRT-LLM, Now Publicly Available | 116 | 2023-10-19T20:13:23 | https://developer.nvidia.com/blog/optimizing-inference-on-llms-with-tensorrt-llm-now-publicly-available/ | Scary-Knowledgable | developer.nvidia.com | 1970-01-01T00:00:00 | 0 | {} | 17bsepd | false | null | t3_17bsepd | /r/LocalLLaMA/comments/17bsepd/optimizing_inference_on_large_language_models/ | false | false | 116 | {'enabled': False, 'images': [{'id': 'zaC6OP4p8hGjwvnd20lCPMjSLJuZpuAdT24tQSn8Pys', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/nxMsEGpSAQswCHIrm-K_brqEdB_EbV6n-ks4Cy4wQCs.jpg?width=108&crop=smart&auto=webp&s=1796a1001eceffacb59df2000d7962e93cacd273', 'width': 108}, {'height': 121, 'url': 'h... | ||
Any projects for merging gguf models? | 5 | I've searched github. Not sure where else to look. Github has a slerp project for combining, i think, hf models but I don't see anything for gguf merges.
I assume some would want to know "why" i'd want to do this before answering, so I'll go ahead and say it's for fun/hobby. No real point other than to inspect how the... | 2023-10-19T20:11:37 | https://www.reddit.com/r/LocalLLaMA/comments/17bsd9q/any_projects_for_merging_gguf_models/ | multiverse_fan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bsd9q | false | null | t3_17bsd9q | /r/LocalLLaMA/comments/17bsd9q/any_projects_for_merging_gguf_models/ | false | false | self | 5 | null |
How far down the rabbit hole can an RTX 4080 laptop with 32 GB RAM take me? | 11 | I’m planning on getting a new laptop for work and light gaming, maybe a legion pro i7, and was wondering if it can be a good enough option to start learning more about LLaMA with.
I know desktop is a way better option and are actually planning a build too, but would like to have the option to do some learning on the g... | 2023-10-19T20:02:29 | https://www.reddit.com/r/LocalLLaMA/comments/17bs5fk/how_far_down_the_rabbit_hole_can_an_rtx_4080/ | morkrets | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bs5fk | false | null | t3_17bs5fk | /r/LocalLLaMA/comments/17bs5fk/how_far_down_the_rabbit_hole_can_an_rtx_4080/ | false | false | self | 11 | null |
Apple's Neural Core Enabled distilbert model. For Apple users looking for small and fast, not large and new · Hugging Face | 6 | 2023-10-19T19:44:38 | https://huggingface.co/apple/ane-distilbert-base-uncased-finetuned-sst-2-english | jayfehr | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 17brq76 | false | null | t3_17brq76 | /r/LocalLLaMA/comments/17brq76/apples_neural_core_enabled_distilbert_model_for/ | false | false | 6 | {'enabled': False, 'images': [{'id': 'KzRH-P9K036T0nqHWQzacGsfLlnuxCPjh1QVKylunms', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/UXsY6gxY55EpQ7NvNx44IXQRZgzK28R6TdHpNXNYRYU.jpg?width=108&crop=smart&auto=webp&s=f28dc50836b2823028d8f2b4a69e7780226350be', 'width': 108}, {'height': 116, 'url': 'h... | ||
Is there a list of popular models/Lora's somewhere? | 2 | Other than the outdated list in the wiki over here that is. For image generation I use Civitai but I haven't found anything along the lines for text generation | 2023-10-19T19:39:59 | https://www.reddit.com/r/LocalLLaMA/comments/17brmav/is_there_a_list_of_popular_modelsloras_somewhere/ | rodinj | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17brmav | false | null | t3_17brmav | /r/LocalLLaMA/comments/17brmav/is_there_a_list_of_popular_modelsloras_somewhere/ | false | false | default | 2 | null |
NEFTune: Noisy Embeddings Improve Instruction Finetuning | 21 | [https://arxiv.org/abs/2310.05914](https://arxiv.org/abs/2310.05914)
New technique claims to improve training efficiency by reducing over fitting by introducing noise in to the training process.
Huggingface has added it to their TRL library, so you can implement it with one additional line of code.
[https://hug... | 2023-10-19T19:06:38 | https://www.reddit.com/r/LocalLLaMA/comments/17bquoh/neftune_noisy_embeddings_improve_instruction/ | Unstable_Llama | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bquoh | false | null | t3_17bquoh | /r/LocalLLaMA/comments/17bquoh/neftune_noisy_embeddings_improve_instruction/ | false | false | self | 21 | {'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... |
Xwin updated their V0.2 versions, the performance should not be ignored | 1 | [removed] | 2023-10-19T18:10:25 | https://www.reddit.com/r/LocalLLaMA/comments/17bpj7l/xwin_updated_their_v02_versions_the_performance/ | Eigeen | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bpj7l | false | null | t3_17bpj7l | /r/LocalLLaMA/comments/17bpj7l/xwin_updated_their_v02_versions_the_performance/ | false | false | self | 1 | null |
The Killer Use Case for LLMs Is Summarization | 27 | 2023-10-19T18:08:58 | https://www.sebastianmellen.com/post/2023/the-killer-use-case-for-llms-is-summarization/ | quellik | sebastianmellen.com | 1970-01-01T00:00:00 | 0 | {} | 17bpi2b | false | null | t3_17bpi2b | /r/LocalLLaMA/comments/17bpi2b/the_killer_use_case_for_llms_is_summarization/ | false | false | default | 27 | null | |
Xwin updated their V0.2 versions, incredible performance | 1 | Expecially Xwin-LM-13B-V0.2 and Xwin-MLewd-13B-V0.2
After a brief attempt on Xwin-MLewd-13B-V0.2 by me and my friends, these two models are excellent at rp. In my humble opinion, they managed to distill 70B to 13B, so fast than I expected.
Still, I don't think it's as advanced as the 70B in terms of semantic unde... | 2023-10-19T17:57:12 | https://www.reddit.com/r/LocalLLaMA/comments/17bp81h/xwin_updated_their_v02_versions_incredible/ | Eigeen | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bp81h | false | null | t3_17bp81h | /r/LocalLLaMA/comments/17bp81h/xwin_updated_their_v02_versions_incredible/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'Kn5YXg9hgqLBfmfJSs9RVty6nQJtvZwCGuZEemIIHRA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/v0evTUFVxRCzYB2N9PH_CCwOuAA10h9so0NeI5u5088.jpg?width=108&crop=smart&auto=webp&s=761a0e33373a2e9f32e340c8142a5f700ee29ded', 'width': 108}, {'height': 116, 'url': 'h... |
Are the programming models useful for general command line stuff outside of direct programming? | 6 | I'm not much of a programmer, but I do do a lot of command line stuff. Using sed, ffmpeg, find, regex, and piping random bash/command line stuff together. Are these programming models useful for general command line tooling or just programming specifically? If not are the cli tooling models out there that can fill this... | 2023-10-19T17:38:07 | https://www.reddit.com/r/LocalLLaMA/comments/17boryz/are_the_programming_models_useful_for_general/ | _risho_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17boryz | false | null | t3_17boryz | /r/LocalLLaMA/comments/17boryz/are_the_programming_models_useful_for_general/ | false | false | self | 6 | null |
Question : GPT Model for monitoring | 1 | Hi Everyone,
I'm right now beginning my journey with gpt and LLM's. I have this question that is it possible to develop monitoring based tools out of LocalAI/localllama where the model will analyse the data from tools like splunk and grafana by leveraging function calling? Any thoughts on the same ? | 2023-10-19T16:44:56 | https://www.reddit.com/r/LocalLLaMA/comments/17bnky1/question_gpt_model_for_monitoring/ | jshwnth | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bnky1 | false | null | t3_17bnky1 | /r/LocalLLaMA/comments/17bnky1/question_gpt_model_for_monitoring/ | false | false | self | 1 | null |
If I can't afford to buy the necessary hardware to run a high performance model, is there a service that I can use on a monthly basis to host it for me? | 56 | Any recommendations? | 2023-10-19T16:39:06 | https://www.reddit.com/r/LocalLLaMA/comments/17bnfss/if_i_cant_afford_to_buy_the_necessary_hardware_to/ | OKArchon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bnfss | false | null | t3_17bnfss | /r/LocalLLaMA/comments/17bnfss/if_i_cant_afford_to_buy_the_necessary_hardware_to/ | false | false | self | 56 | null |
Inferencing frameworks to host model across servers | 1 | Hi everyone,
I want to host multiple models of llama 2 scale on premise on one of our customers infrastructure. One constraint that they have is all their servers are single GPU instance with NVLink disabled and the models should run without quantization. For development purposes I am working with EC2 instances and us... | 2023-10-19T16:35:10 | https://www.reddit.com/r/LocalLLaMA/comments/17bnct8/inferencing_frameworks_to_host_model_across/ | EDITHx2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bnct8 | false | null | t3_17bnct8 | /r/LocalLLaMA/comments/17bnct8/inferencing_frameworks_to_host_model_across/ | false | false | self | 1 | null |
What is the best oos model for long-context summarization now? | 15 | Would love to have a 128k model but 16k or 32k can work too. | 2023-10-19T16:00:24 | https://www.reddit.com/r/LocalLLaMA/comments/17bmk6o/what_is_the_best_oos_model_for_longcontext/ | hltt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bmk6o | false | null | t3_17bmk6o | /r/LocalLLaMA/comments/17bmk6o/what_is_the_best_oos_model_for_longcontext/ | false | false | self | 15 | null |
Starting a community | 1 | [removed] | 2023-10-19T15:58:19 | https://www.reddit.com/r/LocalLLaMA/comments/17bmied/starting_a_community/ | MightyIndus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bmied | false | null | t3_17bmied | /r/LocalLLaMA/comments/17bmied/starting_a_community/ | false | false | self | 1 | null |
Fine-tuning pipeline for LLMs | 2 | Hi, I have been tasked with fine-tuning LLMs and multi-modal transformer models like Blip2, Stable diffusion etc. I have 8 v100 and 1 A100 gpu. Ideally, I would want the fine-tuning pipeline to work on both the gpus.
I want to integrate peft, Lora, qlora since we are trying to quantize models to 8 bit (if 8 doesn’t wo... | 2023-10-19T15:46:30 | https://www.reddit.com/r/LocalLLaMA/comments/17bm90o/finetuning_pipeline_for_llms/ | umamiwasabi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bm90o | false | null | t3_17bm90o | /r/LocalLLaMA/comments/17bm90o/finetuning_pipeline_for_llms/ | false | false | self | 2 | null |
Tips for LLM Training on Video Transcripts? | 4 | Hi everyone,
I'm a newbie in the world of language model training, gearing up for a project that involves 20-40 hours worth of video transcripts. My end game is to pull out knowledge from the content, not to replicate the speakers' personalities.
They're currently in this txt format:
>Speaker 1:
>
>\[Text\] ... | 2023-10-19T15:16:06 | https://www.reddit.com/r/LocalLLaMA/comments/17blkhv/tips_for_llm_training_on_video_transcripts/ | blue_hunt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17blkhv | false | null | t3_17blkhv | /r/LocalLLaMA/comments/17blkhv/tips_for_llm_training_on_video_transcripts/ | false | false | self | 4 | null |
Loss function for Chat models | 1 | When finetuning chat models like gpt3.5chat how is the loss function constructed under the hood? If it is the same as the base model, won't it undo (or harm) the instruction tuning?
​
Also if it is same, can we also finetune chat models on unstructured data? | 2023-10-19T15:04:09 | https://www.reddit.com/r/LocalLLaMA/comments/17blaqp/loss_function_for_chat_models/ | me219iitd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17blaqp | false | null | t3_17blaqp | /r/LocalLLaMA/comments/17blaqp/loss_function_for_chat_models/ | false | false | self | 1 | null |
Official Hugging Face Chat Templates | 26 | Hey all! Matt from Hugging Face here - we've seen a few posts on this subreddit where people have been having difficulty with the mess of different chat formats that exist. We've recently added a new feature to our tokenizers to handle this: [Chat Templates](https://huggingface.co/docs/transformers/main/chat_templating... | 2023-10-19T14:42:24 | https://www.reddit.com/r/LocalLLaMA/comments/17bksmc/official_hugging_face_chat_templates/ | RocketknightHF | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bksmc | false | null | t3_17bksmc | /r/LocalLLaMA/comments/17bksmc/official_hugging_face_chat_templates/ | false | false | self | 26 | {'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... |
Does EasyLM work for LLama-2? | 3 | Hello
Does this EasyLM also support fine-tuning LLama-2 7B on TPUs? I could only find support for Llama v1 but not v2. In particular, does the following script also work for v2? [https://github.com/young-geng/EasyLM/blob/main/EasyLM/models/llama/convert\_easylm\_to\_hf.py](https://github.com/young-geng/EasyLM/blob/mai... | 2023-10-19T14:40:37 | https://www.reddit.com/r/LocalLLaMA/comments/17bkr5p/does_easylm_work_for_llama2/ | Helveticus99 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bkr5p | false | null | t3_17bkr5p | /r/LocalLLaMA/comments/17bkr5p/does_easylm_work_for_llama2/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'uhOsR30iW-DEeFeuJ2LVyRUYnFl9OP1_-xgQ8ilZ2pE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/BbbARxYWfBDyXSX6Vx0yrgHdOeHdR7vL3GICUCGirqg.jpg?width=108&crop=smart&auto=webp&s=bf4efa0a7674bee68f68382e9a664c9d80a9cd8d', 'width': 108}, {'height': 108, 'url': 'h... |
Perplexity testing a gaggle of large models using proxy roleplay logs. | 18 | I tested a bunch of large models against logs from an openAI proxy which was used for roleplay. Obviously skewed towards ERP and characters. Most perplexity tests are run on datasets like wikitext or PTB_NEW which don't follow anything you would use it for and possibly got trained into the data in some way. These logs ... | 2023-10-19T14:21:50 | https://www.reddit.com/r/LocalLLaMA/comments/17bkc3s/perplexity_testing_a_gaggle_of_large_models_using/ | a_beautiful_rhind | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bkc3s | false | null | t3_17bkc3s | /r/LocalLLaMA/comments/17bkc3s/perplexity_testing_a_gaggle_of_large_models_using/ | false | false | self | 18 | {'enabled': False, 'images': [{'id': 'WgDeb06ih2AN10S5JTrtb-GMftbxn15IYQbQk4BQR_w', 'resolutions': [{'height': 68, 'url': 'https://external-preview.redd.it/-IqN-D754aUWiV9cat8ugM_XcBS1UW5DlZkSmsxGiEk.jpg?width=108&crop=smart&auto=webp&s=b46cc394c28c2c58c909008395422ab878366f35', 'width': 108}, {'height': 137, 'url': 'h... |
NovelAI-like offline experience? | 1 | [removed] | 2023-10-19T14:21:42 | https://www.reddit.com/r/LocalLLaMA/comments/17bkc01/novelailike_offline_experience/ | Zerarch | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bkc01 | false | null | t3_17bkc01 | /r/LocalLLaMA/comments/17bkc01/novelailike_offline_experience/ | false | false | self | 1 | null |
Which 70B is better for story writing? | 7 | I tried xwin and other models, but for now I settled on FashionGPT | 2023-10-19T14:13:52 | https://www.reddit.com/r/LocalLLaMA/comments/17bk5on/which_70b_is_better_for_story_writing/ | Secret_Joke_2262 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bk5on | false | null | t3_17bk5on | /r/LocalLLaMA/comments/17bk5on/which_70b_is_better_for_story_writing/ | false | false | self | 7 | null |
Need help with running models on custom hardware | 1 | [removed] | 2023-10-19T13:52:08 | https://www.reddit.com/r/LocalLLaMA/comments/17bjnu9/need_help_with_running_models_on_custom_hardware/ | Specialist-Ad2870 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bjnu9 | false | null | t3_17bjnu9 | /r/LocalLLaMA/comments/17bjnu9/need_help_with_running_models_on_custom_hardware/ | false | false | self | 1 | null |
Kaggle upgraded their free tier to T4 with 29GB and 4 CPU cores | 98 | Limited to 30 hours/week but still interesting for the GPU poor. | 2023-10-19T12:25:28 | https://www.kaggle.com/discussions/product-feedback/448251 | krazzmann | kaggle.com | 1970-01-01T00:00:00 | 0 | {} | 17bhwtj | false | null | t3_17bhwtj | /r/LocalLLaMA/comments/17bhwtj/kaggle_upgraded_their_free_tier_to_t4_with_29gb/ | false | false | default | 98 | null |
How do we know that modeling.py file changes are followed in the rust/cpp implementation | 3 | Is there any verification in the pipeline that ensures that the uploaded gguf files are equivalent (in terms of functionality) to the raw models?
I notice that models are updated (improved) in a certain area of the Python code (**modeling\_\*.py**), but I don't see such changes in the repos of other languages (c/rust... | 2023-10-19T11:27:25 | https://www.reddit.com/r/LocalLLaMA/comments/17bgwnt/how_do_we_know_that_modelingpy_file_changes_are/ | justynasty | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bgwnt | false | null | t3_17bgwnt | /r/LocalLLaMA/comments/17bgwnt/how_do_we_know_that_modelingpy_file_changes_are/ | false | false | 3 | null | |
How does the CPU affect model inference? | 1 | Just curious about whether or how cpu affects the inference speed of LLM under the same gpu conditions in llama.cpp.(gpu_layers=128)
My device:Intel 13600kf, RTX 3090, DDR4 4400 32GB
Will the token generation speed increase if I switch to a stronger CPU? | 2023-10-19T11:13:37 | https://www.reddit.com/r/LocalLLaMA/comments/17bgofu/how_does_the_cpu_affect_model_inference/ | MarySmith2021 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bgofu | false | null | t3_17bgofu | /r/LocalLLaMA/comments/17bgofu/how_does_the_cpu_affect_model_inference/ | false | false | self | 1 | null |
Which LLM (I installed meta-llama/Llama-2-7b-hf) should I install to extract features from the text description of a product. Parameter size and how do I go about fine-tuning? I am new to this field. | 4 | For an input of this type :
"Puritans Pride Vitamin C-500 Mg With Rose Hips Time Release Caplets, 250 Count We are the manufacturer and the only authorized seller of this product. This product has been made with the highest quality ingredients available. Over 40 years in business and 19 million customers served."
I... | 2023-10-19T10:14:04 | https://www.reddit.com/r/LocalLLaMA/comments/17bfqnu/which_llm_i_installed_metallamallama27bhf_should/ | Final_Ad_6167 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bfqnu | false | null | t3_17bfqnu | /r/LocalLLaMA/comments/17bfqnu/which_llm_i_installed_metallamallama27bhf_should/ | false | false | self | 4 | null |
Biased Behavior in the "Orca Mini" LLM, Based on Facebook's Llama2 | 0 | We need to check Large Language Models (LLMs) for biases. I've setup a website to generate AI comments on a news, I'm not talking about conspiracy theories, but during my research on news analysis, I found something interesting. The "Orca mini" model, which is based on Llama2 developed by Facebook, seems to favor Bill ... | 2023-10-19T09:52:06 | https://www.reddit.com/r/LocalLLaMA/comments/17bff7t/biased_behavior_in_the_orca_mini_llm_based_on/ | Good-Juggernaut-740 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bff7t | false | null | t3_17bff7t | /r/LocalLLaMA/comments/17bff7t/biased_behavior_in_the_orca_mini_llm_based_on/ | false | false | self | 0 | null |
Poll on available RAM for LLM in various devices/GPUs/configurations | 0 | Hi all, can we have a poll on how much RAM is available to run LLMs on different devices? If you provide the data in a comment I will copy it in the following table.
|**MODEL**|**OS**|**SLOT**|**DISPLAY**|**TOTAL RAM**|**FREE RAM**|
|:-|:-|:-|:-|:-|:-|
|Apple M1/M2 Pro|MacOS|N/A||32 GB||
|Apple M1/M2 Max|MacOS|N/A||64... | 2023-10-19T09:29:07 | https://www.reddit.com/r/LocalLLaMA/comments/17bf3r5/poll_on_available_ram_for_llm_in_various/ | digital_m0nk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bf3r5 | false | null | t3_17bf3r5 | /r/LocalLLaMA/comments/17bf3r5/poll_on_available_ram_for_llm_in_various/ | false | false | self | 0 | null |
MiniGPT V2 is Here! | 1 | [removed] | 2023-10-19T09:23:48 | https://www.reddit.com/r/LocalLLaMA/comments/17bf171/minigpt_v2_is_here/ | chibop1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bf171 | false | null | t3_17bf171 | /r/LocalLLaMA/comments/17bf171/minigpt_v2_is_here/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'qluK_qna_o5zh3XN7mBcwLHLtP_XTi4aj8eHSjuhs18', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/0ozUHXAQekBSf61GQyIBVXDnhJtsePosNC9A3FkQo6Y.jpg?width=108&crop=smart&auto=webp&s=134a2a1a3f7208fc2197cb29c0744c11124d281f', 'width': 108}, {'height': 108, 'url': 'h... |
Looking for an intelligent 7-13B model | 5 | I'm looking for a local model that could substitute GPT 3.5 for me. I'm aware that it won't even come close on a local level at 7-13B, but really I'm just looking for something that's decently smart, that won't lecture me on every step and doesn't refuse to cooperate. No coding questions or roleplay. Just Q&A | 2023-10-19T09:19:38 | https://www.reddit.com/r/LocalLLaMA/comments/17bez21/looking_for_an_intelligent_713b_model/ | Chmuurkaa_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bez21 | false | null | t3_17bez21 | /r/LocalLLaMA/comments/17bez21/looking_for_an_intelligent_713b_model/ | false | false | self | 5 | null |
Aquila2-34B: a new 34B open-source Base & Chat Model! | 120 | Recently, the Beijing Academy of Artificial Intelligence (BAAI) announced a new version of Aquila:
* 34 Billion parameters
* Trained on 1.8 trillion tokens
* Released 16K version
* Available for research and commercial usage
* Claims similar performance to LLAMA2-70B, slightly degraded in INT4
Announcement:[https://t... | 2023-10-19T08:54:21 | https://www.reddit.com/r/LocalLLaMA/comments/17bemj7/aquila234b_a_new_34b_opensource_base_chat_model/ | Grouchy-Mail-2091 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bemj7 | false | null | t3_17bemj7 | /r/LocalLLaMA/comments/17bemj7/aquila234b_a_new_34b_opensource_base_chat_model/ | false | false | self | 120 | {'enabled': False, 'images': [{'id': 's0-E_gzqL_D2FTxm-WDRX9UISOhvFP3SXHK6-wR-6-o', 'resolutions': [{'height': 45, 'url': 'https://external-preview.redd.it/s2l0vQrnTuHhyZvwYGuW3bUHWLMOe39PODzhXuee4rw.jpg?width=108&crop=smart&auto=webp&s=7f43f002b3a520eb3aa5191f05b9a723dbe0f68c', 'width': 108}], 'source': {'height': 59,... |
Best model for information extraction | 1 | Hey guys,
Which 7b,13b or 30b model(s) do you recommend most for information extraction?
Specifically, when analyzing a video transcript, which model excels at discerning the main subject, tone, and language style for example? | 2023-10-19T08:34:57 | https://www.reddit.com/r/LocalLLaMA/comments/17bed3r/best_model_for_information_extraction/ | Toni_rider | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bed3r | false | null | t3_17bed3r | /r/LocalLLaMA/comments/17bed3r/best_model_for_information_extraction/ | false | false | self | 1 | null |
Slow speeds with koboldcpp-rocm on 6900 XT | 1 | [https://github.com/YellowRoseCx/koboldcpp-rocm](https://github.com/YellowRoseCx/koboldcpp-rocm)
My 6900 XT is getting around only 3-4 tokens a second with 13b models. All layers are loaded to vram. No idea why. I tried with xwin 0.2 q4ks and q6k. Also with mistral 11b omnimix. All default settings. | 2023-10-19T08:07:41 | https://www.reddit.com/r/LocalLLaMA/comments/17bdzyc/slow_speeds_with_koboldcpprocm_on_6900_xt/ | lemon07r | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bdzyc | false | null | t3_17bdzyc | /r/LocalLLaMA/comments/17bdzyc/slow_speeds_with_koboldcpprocm_on_6900_xt/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'k4ZTCPTH40YMVHXAvGrSYgIEybrVpwMARRBdBa7kmLU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/3ezFDMQow5MSohlSieFI-hq4u2GXP4QrzTRcKlz7btU.jpg?width=108&crop=smart&auto=webp&s=ffb8b4cf16494dbbab707cdb810a401039b45d10', 'width': 108}, {'height': 108, 'url': 'h... |
What distinguishes a fine-tuned instance of an existing model from a new LLM | 5 | If I fine-tuned an instance of LLaMA with a few hundred examples of something and then named it “LLAMA-X” I think most of us would agree that it wouldn’t be deserving of that new name. Vicuna, in the other hand, was also built from a base model of LLaMA, except it was fined-tuned with much more data.
This is probably a... | 2023-10-19T08:05:38 | https://www.reddit.com/r/LocalLLaMA/comments/17bdyxl/what_distinguishes_a_finetuned_instance_of_an/ | dgadler | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bdyxl | false | null | t3_17bdyxl | /r/LocalLLaMA/comments/17bdyxl/what_distinguishes_a_finetuned_instance_of_an/ | false | false | self | 5 | null |
Fine-Tuning for Structured JSON Outputs | 1 | I’ve successfully prompted GPT-4 to generate structured JSONs in my required format. While the initial prompt had limitations with baseline GPT 3.5, GPT 3.5 excelled when fine-tuned with just 10 examples. However, OpenAI’s GPT API isn’t cost-effective for me in the long run.
Hence, I’m considering LLaMa. Using the LLa... | 2023-10-19T07:56:51 | https://www.reddit.com/r/LocalLLaMA/comments/17bdu7l/finetuning_for_structured_json_outputs/ | ashisht1122 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bdu7l | false | null | t3_17bdu7l | /r/LocalLLaMA/comments/17bdu7l/finetuning_for_structured_json_outputs/ | false | false | self | 1 | null |
I am currently learning to design a memory system for octogen, a code interpreter. I would appreciate your feedback. | 1 | [removed] | 2023-10-19T05:39:07 | https://www.reddit.com/r/LocalLLaMA/comments/17bbs05/i_am_currently_learning_to_design_a_memory_system/ | More-Shop9383 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17bbs05 | false | null | t3_17bbs05 | /r/LocalLLaMA/comments/17bbs05/i_am_currently_learning_to_design_a_memory_system/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'TmYobsyrXtOrJtgP59Ru5xfphqarihYbVOa14_ktc-0', 'resolutions': [{'height': 94, 'url': 'https://external-preview.redd.it/W_Kh8lUMzSJJmADyvqEuRe8u-JVaVydSy9W3pE893qw.jpg?width=108&crop=smart&auto=webp&s=c1d44bacf598d05e4186a9cb84d440389fe6bb07', 'width': 108}, {'height': 188, 'url': 'h... |
tokens/sec calculation | 7 | I just wanted to make sure how this is calculated. Sorry if this is too basic.
(no. of tokens in the response - no. of tokens in input prompt) / time\_taken
or just,
(no. of tokens in the response) / time\_taken
​
TIA. | 2023-10-19T04:08:42 | https://www.reddit.com/r/LocalLLaMA/comments/17baakx/tokenssec_calculation/ | Dry_Long3157 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17baakx | false | null | t3_17baakx | /r/LocalLLaMA/comments/17baakx/tokenssec_calculation/ | false | false | self | 7 | null |
Llm in ETL | 2 | I have been reading about approaches to using llm in ETL.
By ETL process I mean extracting information from unstructured /structured feeds into fixed data structure with known attributes. We can skip transformation for now and focus only on extraction part.
So for example if we have a json file with 26 attributes (... | 2023-10-19T03:51:40 | https://www.reddit.com/r/LocalLLaMA/comments/17b9za2/llm_in_etl/ | phlegmaticmoron | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17b9za2 | false | null | t3_17b9za2 | /r/LocalLLaMA/comments/17b9za2/llm_in_etl/ | false | false | self | 2 | null |
Testing the Llama Vision model (Llava) | 23 | With GPT4-V coming out soon and now available on ChatGPT's site, I figured I'd try out the local open source versions out there and I found Llava which is basically like GPT-4V with llama as the LLM component. It seems to perform quite well, although not quite as good as GPT's vision albeit very close.
The main applic... | 2023-10-19T02:41:57 | https://www.reddit.com/r/LocalLLaMA/comments/17b8mq6/testing_the_llama_vision_model_llava/ | Sixhaunt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17b8mq6 | false | null | t3_17b8mq6 | /r/LocalLLaMA/comments/17b8mq6/testing_the_llama_vision_model_llava/ | false | false | 23 | null | |
Sparse Finetuning: 75% fewer parameters | 44 | 2023-10-19T02:40:16 | https://x.com/neuralmagic/status/1714643021860377064?t=XMo6SdkpNW0d8EZqRMu-lQ&s=34 | ninjasaid13 | x.com | 1970-01-01T00:00:00 | 0 | {} | 17b8lfc | false | null | t3_17b8lfc | /r/LocalLLaMA/comments/17b8lfc/sparse_finetuning_75_fewer_parameters/ | false | false | default | 44 | {'enabled': False, 'images': [{'id': 'U2ED1JdaZa1wiBzUjemTUrNGPoD_QL4PipPEHDcq_TU', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/Sc_59HX9KkBwyqrsEMLiZNGZ48Dy2kIq0Q1qU6KVOTs.jpg?width=108&crop=smart&auto=webp&s=efb587b3022cdf025bea1a2fad879c447aa4c4f7', 'width': 108}], 'source': {'height': 20... | |
Should we rename this sub to something more general than just Llama? (since we talk about Falcon, Mistral, etc. too) | 1 | [removed] | 2023-10-19T02:40:15 | https://www.reddit.com/r/LocalLLaMA/comments/17b8leo/should_we_rename_this_sub_to_something_more/ | nderstand2grow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17b8leo | false | null | t3_17b8leo | /r/LocalLLaMA/comments/17b8leo/should_we_rename_this_sub_to_something_more/ | false | false | self | 1 | null |
Looking for a local LLM to assist with SOP review | 5 | Hi all , looking at running a LLM that can take Standard Operating Procedure documents and review further documents for any potential issues.
I have been playing around with Mistral 7b which seems to have some basic knowledge on the subject but appears to be struggling.
Apologies in advance I am new to running local ... | 2023-10-19T02:30:13 | https://www.reddit.com/r/LocalLLaMA/comments/17b8e4a/looking_for_a_local_llm_to_assist_with_sop_review/ | mrada45678 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17b8e4a | false | null | t3_17b8e4a | /r/LocalLLaMA/comments/17b8e4a/looking_for_a_local_llm_to_assist_with_sop_review/ | false | false | self | 5 | null |
Is Oobabooga broken right now? | 1 | [removed] | 2023-10-19T01:37:53 | https://www.reddit.com/r/LocalLLaMA/comments/17b7byc/is_oobabooga_broken_right_now/ | yungfishstick | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17b7byc | false | null | t3_17b7byc | /r/LocalLLaMA/comments/17b7byc/is_oobabooga_broken_right_now/ | false | false | self | 1 | null |
Yin Song on LinkedIn: amazon/MistralLite · Hugging Face | 26 | It seems very impressive! | 2023-10-19T01:34:38 | https://www.linkedin.com/posts/yin-song-19b2702b_amazonmistrallite-hugging-face-activity-7119944773196546048-zXDV?utm_source=share&utm_medium=member_android | chihpoc | linkedin.com | 1970-01-01T00:00:00 | 0 | {} | 17b79l7 | false | null | t3_17b79l7 | /r/LocalLLaMA/comments/17b79l7/yin_song_on_linkedin_amazonmistrallite_hugging/ | false | false | 26 | {'enabled': False, 'images': [{'id': 'lg7dIdWxRXdNUWlDuQY8JCcwyvConr0MFZ9Ah9I3CJw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/1519EKsHTKe37DlBiPjFrnxIm7Sn4fNf8RCc0ywMgoI.jpg?width=108&crop=smart&auto=webp&s=25be3fe325248bcd36d5b35707252208cbaea591', 'width': 108}, {'height': 116, 'url': 'h... |
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