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My fine tuned model perform worse than the original | 11 | Hello
I'm facing a problem when fine-tuning LLM, they always tend to perform worse than the original model, even when testing it on a task that is in the fine-tuning dataset, here is my last fine-tuning details:
Model: daryl149/llama-2-13b-chat-hf
Method: QLora; afterwhich I merged the model.
GPU: A100 on runpod... | 2023-08-02T18:34:18 | https://www.reddit.com/r/LocalLLaMA/comments/15gguek/my_fine_tuned_model_perform_worse_than_the/ | Alternative-Habit894 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gguek | false | null | t3_15gguek | /r/LocalLLaMA/comments/15gguek/my_fine_tuned_model_perform_worse_than_the/ | false | false | self | 11 | null |
Is someone experiencing RAM issues in Google Colab? | 1 | [removed] | 2023-08-02T18:20:08 | https://www.reddit.com/r/LocalLLaMA/comments/15gggqb/is_someone_experiencing_ram_issues_in_google_colab/ | danielbrdz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gggqb | false | null | t3_15gggqb | /r/LocalLLaMA/comments/15gggqb/is_someone_experiencing_ram_issues_in_google_colab/ | false | false | 1 | null | |
Cost of Training Llama 2 by Meta | 4 | This is basically a simple set of questions:
\- How much did it cost to train this model?
\- Was it trained from the complete 0?
\- How many GPUs were used to do this?
\- Does it make sense to calculate AWS training costs using A100s based on the Times in the paper?
If anyone knows this plis help | 2023-08-02T18:18:48 | https://www.reddit.com/r/LocalLLaMA/comments/15ggfjl/cost_of_training_llama_2_by_meta/ | ZCAY6 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ggfjl | false | null | t3_15ggfjl | /r/LocalLLaMA/comments/15ggfjl/cost_of_training_llama_2_by_meta/ | false | false | self | 4 | null |
Llama 2 uncensored version | 1 | is there any uncensored Llama 2 version that we use. I tried going through hugging face but was unable to find one | 2023-08-02T18:10:35 | https://www.reddit.com/r/LocalLLaMA/comments/15gg7n9/llama_2_uncensored_version/ | _Sneaky_Bastard_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gg7n9 | false | null | t3_15gg7n9 | /r/LocalLLaMA/comments/15gg7n9/llama_2_uncensored_version/ | false | false | self | 1 | null |
Is this link safe? | 0 | Is this link safe? https://huggingface.co/spaces/huggingface-projects/llama-2-13b-chat | 2023-08-02T17:14:52 | https://www.reddit.com/r/LocalLLaMA/comments/15gepz1/is_this_link_safe/ | Cultural-Cod-3595 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gepz1 | false | null | t3_15gepz1 | /r/LocalLLaMA/comments/15gepz1/is_this_link_safe/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': '3JkgEOxvO7vLgHZFe9MzCqBl3XMYYDh4202xXuBxFFI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/wOblKPGEWTaz7a_hmnpdOnsIasLYj1cLKBEvlgwCxRU.jpg?width=108&crop=smart&auto=webp&s=8ed21a2bb6cba0d2fd092ded1e4c483e01937ae8', 'width': 108}, {'height': 116, 'url': 'h... |
Distributing processing load to home server | 1 | Are there any engines that do local distributed processing well? My workstation is a decent combo of RAM and GPU but the home server has 100s more GBs of RAM than my workstation and I'm looking for a way to harness that power as well with some sort of distributed load balancing. | 2023-08-02T17:12:21 | https://www.reddit.com/r/LocalLLaMA/comments/15genm8/distributing_processing_load_to_home_server/ | Renek | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15genm8 | false | null | t3_15genm8 | /r/LocalLLaMA/comments/15genm8/distributing_processing_load_to_home_server/ | false | false | self | 1 | null |
Is this safe? | 1 | [removed] | 2023-08-02T17:11:07 | https://www.reddit.com/r/LocalLLaMA/comments/15gemfv/is_this_safe/ | Ok-Common6667 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gemfv | false | null | t3_15gemfv | /r/LocalLLaMA/comments/15gemfv/is_this_safe/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '3JkgEOxvO7vLgHZFe9MzCqBl3XMYYDh4202xXuBxFFI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/wOblKPGEWTaz7a_hmnpdOnsIasLYj1cLKBEvlgwCxRU.jpg?width=108&crop=smart&auto=webp&s=8ed21a2bb6cba0d2fd092ded1e4c483e01937ae8', 'width': 108}, {'height': 116, 'url': 'h... |
Are there any subscription services or companies that offer remote use of high-end workstations? I'd like to try out some of these larger models without spending tens of thousands. | 3 | That's about it for my question. The more user friendly the better. | 2023-08-02T17:02:12 | https://www.reddit.com/r/LocalLLaMA/comments/15gedt1/are_there_any_subscription_services_or_companies/ | nuupdog | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gedt1 | false | null | t3_15gedt1 | /r/LocalLLaMA/comments/15gedt1/are_there_any_subscription_services_or_companies/ | false | false | self | 3 | null |
Error when load models | 1 | I'm having trouble loading models into WebUI. Using the guides on the web, I did as it was written and after starting WebUi, two different errors pop up depending on the models.
**TheBloke/vicuna-13B-1.1-GPTQ-4bit-128g**
"2023-08-02 18:31:17 ERROR:Failed to load the model.
Traceback (most recent call last):
Fil... | 2023-08-02T16:41:58 | https://www.reddit.com/r/LocalLLaMA/comments/15gduzj/error_when_load_models/ | LonleyPaladin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gduzj | false | null | t3_15gduzj | /r/LocalLLaMA/comments/15gduzj/error_when_load_models/ | false | false | self | 1 | null |
Looks like someone did the needful and it's a small download. 70b trained on proxy logs. | 96 | 2023-08-02T16:23:23 | https://huggingface.co/v2ray/LLaMA-2-Jannie-70B-QLoRA | a_beautiful_rhind | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 15gddbg | false | null | t3_15gddbg | /r/LocalLLaMA/comments/15gddbg/looks_like_someone_did_the_needful_and_its_a/ | false | false | 96 | {'enabled': False, 'images': [{'id': 'CtUfBJ3zhBq8pJEVhnSqivfjjU8KRUDVb_KXzSpgjPo', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/fD7NPj1pk9Wo27X9ZgOAMTzdSV5Fdzuqop-mmkSMR98.jpg?width=108&crop=smart&auto=webp&s=977aa95cd74ee012c06576b2dd5d441b1314090e', 'width': 108}, {'height': 116, 'url': 'h... | ||
End-to-End Encrypted Local LLMs | 62 | Let's share thoughts and ideas about this. Do you guys think this is possible?
For example, providing or embedding the LLMs with a private GPG key, which it then encrypts all its messages/output with to the user? And vice versa.
Only the client would be able to decrypt and encrypt the output and input. It's just a... | 2023-08-02T16:03:28 | https://www.reddit.com/r/LocalLLaMA/comments/15gcu2q/endtoend_encrypted_local_llms/ | MoneroBee | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gcu2q | false | null | t3_15gcu2q | /r/LocalLLaMA/comments/15gcu2q/endtoend_encrypted_local_llms/ | false | false | self | 62 | null |
Running LLMs locally on Android | 71 | Hi folks,
I work on the Android team at Google, as a Developer Relations engineer and have been following all the amazing discussions on this space for a while.
I was curious if any of you folks have tried running text or image models on Android (LLama, Stable Diffusion or others) locally. If so, what kind of challen... | 2023-08-02T15:33:13 | https://www.reddit.com/r/LocalLLaMA/comments/15gc1d6/running_llms_locally_on_android/ | atezan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gc1d6 | false | null | t3_15gc1d6 | /r/LocalLLaMA/comments/15gc1d6/running_llms_locally_on_android/ | false | false | self | 71 | {'enabled': False, 'images': [{'id': 'D7uTH5s4LDVjda6kEL6oSgL5gomOBRMEcuuJOPfKvF4', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/GkIpmzG_O5Tnr8KKPORXQ7LgZSCuDcFWzJfY1153Vo8.jpg?width=108&crop=smart&auto=webp&s=51be021f144a7b76cf0827775a02f301859b9000', 'width': 108}, {'height': 113, 'url': 'h... |
Running LLMs locally on Android | 1 | [removed] | 2023-08-02T15:33:13 | https://www.reddit.com/r/LocalLLaMA/comments/15gc1d3/running_llms_locally_on_android/ | atezan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gc1d3 | false | null | t3_15gc1d3 | /r/LocalLLaMA/comments/15gc1d3/running_llms_locally_on_android/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'D7uTH5s4LDVjda6kEL6oSgL5gomOBRMEcuuJOPfKvF4', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/GkIpmzG_O5Tnr8KKPORXQ7LgZSCuDcFWzJfY1153Vo8.jpg?width=108&crop=smart&auto=webp&s=51be021f144a7b76cf0827775a02f301859b9000', 'width': 108}, {'height': 113, 'url': 'h... |
Does anyone have experience with llama.cpp and the GPD win max 2 (especially the 2023 version, but prior version will probably give some insight)? | 10 | If I understand correctly, it's not Unified Memory like on Apple Silicon, but you can get up to 64GB Ram/Vram, with bandwidth up to 240GB/s.
1/ If Bandwidth is the bottleneck, then performance would be a bit superior to a M1 or M2 Pro but still way under a M1/M2 Max?
2/ Does llama.cpp support amd's iGPU?
It wouldn't... | 2023-08-02T14:31:53 | https://www.reddit.com/r/LocalLLaMA/comments/15gagu2/does_anyone_have_experience_with_llamacpp_and_the/ | bobby-chan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gagu2 | false | null | t3_15gagu2 | /r/LocalLLaMA/comments/15gagu2/does_anyone_have_experience_with_llamacpp_and_the/ | false | false | self | 10 | null |
Library recommendations for NLP? | 2 | After a few months of steady learning it seems clear to me that generative APIs are not by themselves sufficient for complicated systems (or maybe I should say there are things that plain old ML do better/more efficiently). I've done some work with NLTK and after some research it seems like spaCy might be the one for m... | 2023-08-02T14:30:29 | https://www.reddit.com/r/LocalLLaMA/comments/15gafgj/library_recommendations_for_nlp/ | awitod | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15gafgj | false | null | t3_15gafgj | /r/LocalLLaMA/comments/15gafgj/library_recommendations_for_nlp/ | false | false | self | 2 | null |
Beta Testers: Vector Embedding as a Service | 1 | [removed] | 2023-08-02T13:08:12 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 15g8i7t | false | null | t3_15g8i7t | /r/LocalLLaMA/comments/15g8i7t/beta_testers_vector_embedding_as_a_service/ | false | false | default | 1 | null | ||
All-in-One AI Wizard: Screen Perception and So Much More | 0 | 2023-08-02T12:28:53 | https://v.redd.it/dx44rjbqxofb1 | Professional_Ice_5 | /r/LocalLLaMA/comments/15g7n9u/allinone_ai_wizard_screen_perception_and_so_much/ | 1970-01-01T00:00:00 | 0 | {} | 15g7n9u | false | {'reddit_video': {'bitrate_kbps': 0, 'dash_url': 'https://v.redd.it/dx44rjbqxofb1/DASHPlaylist.mpd?a=1693659255%2COTY1Njg3MjBjMDBjODUxZDU1YWIwYWZkN2M0NGUzOTJjYjllODFjYjljN2ZjNWJhZGQ4ZjdjYmEyOTVkZWU0MA%3D%3D&v=1&f=sd', 'duration': 51, 'fallback_url': 'https://v.redd.it/dx44rjbqxofb1/DASH_1080.mp4?source=fallback', 'heig... | t3_15g7n9u | /r/LocalLLaMA/comments/15g7n9u/allinone_ai_wizard_screen_perception_and_so_much/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'bWFnYjh1N3F4b2ZiMfF1ACbFYbZjv07BZwhF7iBEwqEHicTIzqv2qMGfTAly', 'resolutions': [{'height': 67, 'url': 'https://external-preview.redd.it/bWFnYjh1N3F4b2ZiMfF1ACbFYbZjv07BZwhF7iBEwqEHicTIzqv2qMGfTAly.png?width=108&crop=smart&format=pjpg&auto=webp&s=0972970ac3b22881e8e84471d67b6d4cda0d9... | ||
Containerize Falcon 7b and deploy to a server | 1 | Hello,
I´m currently trying to containerize a Falcon 7b Model with docker and deploy the image to a remote server. Furthermore, I want to connect the Model with an API so I can access it with another program. My Problem is, that I'm not sure where to start, since I researched for over a week and haven´t found any hel... | 2023-08-02T12:20:44 | https://www.reddit.com/r/LocalLLaMA/comments/15g7h8m/containerize_falcon_7b_and_deploy_to_a_server/ | aldur15 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15g7h8m | false | null | t3_15g7h8m | /r/LocalLLaMA/comments/15g7h8m/containerize_falcon_7b_and_deploy_to_a_server/ | false | false | self | 1 | null |
What is good model for production - quantized vs non-quantized | 2 | Now a days all models are available in both quantized (GPTQ, GGML etc) and non-quantized format. If I have to deploy a model for production which focuses on concurrent users, should I use quantized or non-quantized? | 2023-08-02T11:27:39 | https://www.reddit.com/r/LocalLLaMA/comments/15g6ds4/what_is_good_model_for_production_quantized_vs/ | pandeypunit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15g6ds4 | false | null | t3_15g6ds4 | /r/LocalLLaMA/comments/15g6ds4/what_is_good_model_for_production_quantized_vs/ | false | false | self | 2 | null |
anyone have experience with autoGPT? | 9 | I learned about autoGPT and am wondering if there are any ways to make it be possible to run such a stack on my own computer locally? | 2023-08-02T11:05:37 | https://www.reddit.com/r/LocalLLaMA/comments/15g5xzo/anyone_have_experience_with_autogpt/ | StarlordBob | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15g5xzo | false | null | t3_15g5xzo | /r/LocalLLaMA/comments/15g5xzo/anyone_have_experience_with_autogpt/ | false | false | self | 9 | null |
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs - WeChat AI, Tencent Inc. 2023 - Open-source! Comparble performance to ChatGPT while using tools! | 72 | Paper: [https://arxiv.org/abs/2307.16789](https://arxiv.org/abs/2307.16789)
Github: [https://github.com/OpenBMB/ToolBench](https://github.com/OpenBMB/ToolBench)
Abstract:
>Despite the advancements of open-source large language models (LLMs) and their variants, e.g., LLaMA and Vicuna, they remain significantly limite... | 2023-08-02T11:03:09 | https://www.reddit.com/r/LocalLLaMA/comments/15g5w7f/toolllm_facilitating_large_language_models_to/ | Singularian2501 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15g5w7f | false | null | t3_15g5w7f | /r/LocalLLaMA/comments/15g5w7f/toolllm_facilitating_large_language_models_to/ | false | false | 72 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/0HhwdU6MKIAKjL9Y8-B_iH374a3NiPTy0ib8lmloRzA.jpg?width=108&crop=smart&auto=webp&s=2711d572cfc6c713893cf24e8c4a7344d5ad8a4c', 'width': 108}, {'height': 126, 'url': 'h... | |
What I've learned from orca-mini-3b.ggmlv3.q4_1 using LLamaCPP (_python), so far. | 69 | Hello, it's Sol again. I apologize for using you people as external storage, but in return I hope you will find insights you might not get to read anywhere else, especially not in a condensed matter.
- It's *fast*.
- It's smart *enough* for it's speed. Proper prompt presentation is critical, but worth it. 70+tps full... | 2023-08-02T10:21:46 | https://www.reddit.com/r/LocalLLaMA/comments/15g5419/what_ive_learned_from_orcamini3bggmlv3q4_1_using/ | Solstice_Projekt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15g5419 | false | null | t3_15g5419 | /r/LocalLLaMA/comments/15g5419/what_ive_learned_from_orcamini3bggmlv3q4_1_using/ | false | false | self | 69 | null |
Just posting again to ask for help making oobabooga work with dual 4090s…am I shadowbanned here? | 1 | [removed] | 2023-08-02T10:19:10 | https://www.reddit.com/r/LocalLLaMA/comments/15g5294/just_posting_again_to_ask_for_help_making/ | Virtamancer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15g5294 | false | null | t3_15g5294 | /r/LocalLLaMA/comments/15g5294/just_posting_again_to_ask_for_help_making/ | false | false | self | 1 | null |
Can't load GPTQ Model | 1 | i`mport os`
`import nltk`
`from langchain import PromptTemplate, LLMChain`
`from langchain.document_loaders import UnstructuredPDFLoader, PyPDFLoader, DirectoryLoader, TextLoader`
`from langchain.text_splitter import RecursiveCharacterTextSplitter`
`from langchain.indexes import VectorstoreIndexCreator`
`f... | 2023-08-02T09:26:57 | https://www.reddit.com/r/LocalLLaMA/comments/15g450v/cant_load_gptq_model/ | Assholefrmcoinexchan | self.LocalLLaMA | 2023-08-02T09:36:56 | 0 | {} | 15g450v | false | null | t3_15g450v | /r/LocalLLaMA/comments/15g450v/cant_load_gptq_model/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'An0iJLapq-5CUQQlm3lWegevVWf7wlANjmn1iOwCTqk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/STdfNz2AMqd8poUl9upfzh2_pmQgPKEpMtr_0b_Q4Os.jpg?width=108&crop=smart&auto=webp&s=284ee86cd9228390268ace75b44e497c1fec562f', 'width': 108}, {'height': 116, 'url': 'h... |
When to add custom tokens to tokenizer? | 2 | I want to finetune a model with data about products, which have skus.
However the SKUs are obviously out of vocabulary and so i think they would easily be confused for one another, leading to poor inference of SKUs.
​
Is adding the SKUs as new tokens to a model tokenizer a valid strategy around this problem?... | 2023-08-02T08:39:54 | https://www.reddit.com/r/LocalLLaMA/comments/15g39bo/when_to_add_custom_tokens_to_tokenizer/ | LegrangeHermit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15g39bo | false | null | t3_15g39bo | /r/LocalLLaMA/comments/15g39bo/when_to_add_custom_tokens_to_tokenizer/ | false | false | self | 2 | null |
Is there a way to make Local GPT say I don't know if the information is not in the index? | 13 | I'm trying to get localGPT using llama models only use the inputted info, but it keeps on telling me things based on its own knowledge, is there a way to make sure that the info is only based on the documents available? | 2023-08-02T08:25:19 | https://www.reddit.com/r/LocalLLaMA/comments/15g30im/is_there_a_way_to_make_local_gpt_say_i_dont_know/ | Tricky_Witness_1717 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15g30im | false | null | t3_15g30im | /r/LocalLLaMA/comments/15g30im/is_there_a_way_to_make_local_gpt_say_i_dont_know/ | false | false | self | 13 | null |
Help to pick model / service please | 0 | Hi, so I just got into an argument with cgpt that the words babe and chick is disrespectful and refused to generate hashtags for social media for me. I am loosely following subreddits like this but its impossible for me to be up to date. Can you please recommend a language model that does not feel like speaking to a co... | 2023-08-02T08:13:41 | https://www.reddit.com/r/LocalLLaMA/comments/15g2t8c/help_to_pick_model_service_please/ | MyMiddleNameDanger | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15g2t8c | false | null | t3_15g2t8c | /r/LocalLLaMA/comments/15g2t8c/help_to_pick_model_service_please/ | false | false | self | 0 | null |
Discrod link is dead | 1 | Has anyone an updated link? The one in the sidebar says it's invalid. | 2023-08-02T07:58:05 | https://www.reddit.com/r/LocalLLaMA/comments/15g2jfc/discrod_link_is_dead/ | Matti-Koopa | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15g2jfc | false | null | t3_15g2jfc | /r/LocalLLaMA/comments/15g2jfc/discrod_link_is_dead/ | false | false | self | 1 | null |
understanding the llm eco-system | 13 | beginner in llms here. i have been trying to make sense of the lifecycle of a model. here's what i have:
- people usually release their models via huggingface, similar to other ml models.
- these are often too big and need to be quantized to be able to run on cpu-s or consumer gpu-s. this is done by a library such as g... | 2023-08-02T06:54:15 | https://www.reddit.com/r/LocalLLaMA/comments/15g1flo/understanding_the_llm_ecosystem/ | olaconquistador | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15g1flo | false | null | t3_15g1flo | /r/LocalLLaMA/comments/15g1flo/understanding_the_llm_ecosystem/ | false | false | self | 13 | null |
Weird inference from finetuned model | 6 | Hi Llamas, i finetuned Llama2 7B on datasets of FAQs and QA pairs, totalling 4k samples.
​
These have a typical structure which includes contextual headers like "Question:" or "### Question:"
​
Now when i run inference, i get responses that also have new questions within them, using the same contextua... | 2023-08-02T06:44:02 | https://www.reddit.com/r/LocalLLaMA/comments/15g1943/weird_inference_from_finetuned_model/ | LegrangeHermit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15g1943 | false | null | t3_15g1943 | /r/LocalLLaMA/comments/15g1943/weird_inference_from_finetuned_model/ | false | false | self | 6 | null |
Orca-Mini 3b on Pixel 3 (4gb)! | 45 | 2023-08-02T05:14:02 | https://asciinema.org/a/600208 | Aaaaaaaaaeeeee | asciinema.org | 1970-01-01T00:00:00 | 0 | {} | 15fzmsz | false | null | t3_15fzmsz | /r/LocalLLaMA/comments/15fzmsz/orcamini_3b_on_pixel_3_4gb/ | false | false | 45 | {'enabled': False, 'images': [{'id': 'T5aHkDjFy8a6BF_mvQ9Oe8D5sPrhNb6BLF4Q_XDs0tI', 'resolutions': [{'height': 121, 'url': 'https://external-preview.redd.it/lZBDKRayEy0Gazzl2qR_A1ok-nQSV0KDaZjKMKa-vsk.jpg?width=108&crop=smart&auto=webp&s=b2553693a97640644ebd0cdf6e574b9e02296281', 'width': 108}, {'height': 242, 'url': '... | ||
LLama2-70B on aws | 8 | Has anyone setup llama 2 on aws? What kind of machine was needed? I am able to spin up the 7B and 13B on a g5 12x large, but the 70B is unusably slow even on a 48x large. | 2023-08-02T04:41:54 | https://www.reddit.com/r/LocalLLaMA/comments/15fz08q/llama270b_on_aws/ | Ok-Contribution9043 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fz08q | false | null | t3_15fz08q | /r/LocalLLaMA/comments/15fz08q/llama270b_on_aws/ | false | false | self | 8 | null |
Has anyone been able to get GGML models working with Langchain Agents | 10 | I have tried with LLAMA2-7B 8 bit quantized, Gorilla 7b ggml 8bit models. It integrates correctly with Langchain. I added two tools Wikipedia and DuckDuckgo search. I asked it when was Barrack Obama born? Straight forward question.
The Action it outputs is not restricted. It should output
Action:DuckDuckgo
Action I... | 2023-08-02T04:13:53 | https://www.reddit.com/r/LocalLLaMA/comments/15fygru/has_anyone_been_able_to_get_ggml_models_working/ | PrivateUser010 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fygru | false | null | t3_15fygru | /r/LocalLLaMA/comments/15fygru/has_anyone_been_able_to_get_ggml_models_working/ | false | false | self | 10 | null |
Instruction Tuned Llama 2 13b? | 0 | I've been using Llama 2 13b on a RTX 2080. I want to use langchain to get the models to use tools. It's not working, I'm getting a failed to parse error and on investigating I read that it may be because the model is not fine tuned to follow instructions. Looking on Hugging Face I found instruct versions of Llama 2 70b... | 2023-08-02T04:12:10 | https://www.reddit.com/r/LocalLLaMA/comments/15fyfi7/instruction_tuned_llama_2_13b/ | tail-recursion | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fyfi7 | false | null | t3_15fyfi7 | /r/LocalLLaMA/comments/15fyfi7/instruction_tuned_llama_2_13b/ | false | false | self | 0 | null |
Seeking Advice: Looking for Good Story Generation Models with Potato Computer Specs | 2 | Hello everyone, I'm new to Local LLM. Does anyone know of any good models for generating stories? I only have a potato computer with the following specs: Ryzen 5 2600, 16GB RAM, and a GTX 1070 with 8GB VRAM. Can my PC handle any of these models? If so, please give me some tips on how I can generate a good story. Thank ... | 2023-08-02T03:58:56 | https://www.reddit.com/r/LocalLLaMA/comments/15fy5cw/seeking_advice_looking_for_good_story_generation/ | MaxxNiNo1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fy5cw | false | null | t3_15fy5cw | /r/LocalLLaMA/comments/15fy5cw/seeking_advice_looking_for_good_story_generation/ | false | false | default | 2 | null |
Best LLama2 model for storytelling | 22 | I was on vacation for 3 weeks and kinda fell out off the loop with all the new LLama2 stuff that happened. I used models like Airoboros and Chrono-Hermes in the past and wanted to ask if there are any LLama2 based models that perform better in the context of storytelling than those "old" models | 2023-08-02T03:39:40 | https://www.reddit.com/r/LocalLLaMA/comments/15fxron/best_llama2_model_for_storytelling/ | TheZoroark007 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fxron | false | null | t3_15fxron | /r/LocalLLaMA/comments/15fxron/best_llama2_model_for_storytelling/ | false | false | self | 22 | null |
LLAMA 2 70B - What am I doing wrong? | 1 | I have access to a AWS account where I can spin up ml.g5.48xlarge
At a high level, my code:
import torch
from transformers import AutoModelForCausalLM
model = AutoModelForCausalLM.from_pretrained(
model_name,
device_ma... | 2023-08-02T03:39:31 | https://www.reddit.com/r/LocalLLaMA/comments/15fxrl6/llama_2_70b_what_am_i_doing_wrong/ | Ok-Contribution9043 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fxrl6 | false | null | t3_15fxrl6 | /r/LocalLLaMA/comments/15fxrl6/llama_2_70b_what_am_i_doing_wrong/ | false | false | self | 1 | null |
how to understand how context size can be increased without finetuning | 7 | hello,
i am having some difficulty getting the concept of how the context size of a llm can be increased without finetuning. some basic questions i have :
1. first a basic question about what a "context size" limitation means: suppose if a llm has been trained on a context of 2k, and suppose i feed it a prompt with ... | 2023-08-02T03:21:35 | https://www.reddit.com/r/LocalLLaMA/comments/15fxf11/how_to_understand_how_context_size_can_be/ | T_hank | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fxf11 | false | null | t3_15fxf11 | /r/LocalLLaMA/comments/15fxf11/how_to_understand_how_context_size_can_be/ | false | false | self | 7 | null |
Other Languages | 8 | I’ve been testing LLaMa 2 70b 4bit and it’s capable of answering in Portuguese with a good system message.
However, after a while it tends to revert back to English. I know Meta says it’s optimized for English. What the best way to teach a new language, or improve one that it already knows? Lora? | 2023-08-02T02:00:32 | https://www.reddit.com/r/LocalLLaMA/comments/15fvpu9/other_languages/ | blackpantera | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fvpu9 | false | null | t3_15fvpu9 | /r/LocalLLaMA/comments/15fvpu9/other_languages/ | false | false | self | 8 | null |
Reasonably Future proof Workstation for upcoming models | 3 | I'm building a PC workstation primarily for doing LLM model inference. My current plan is to pair a single RTX 4090 with a Ryzen 9 7950X and 32GB DDR5.
But looking at the trend of model sizes growing every year, I want to try my best to make sure I can keep up for a year or two. The current generation 70B models alrea... | 2023-08-02T00:53:59 | https://www.reddit.com/r/LocalLLaMA/comments/15fua3b/reasonably_future_proof_workstation_for_upcoming/ | LatterNeighborhood58 | self.LocalLLaMA | 2023-08-02T01:01:34 | 0 | {} | 15fua3b | false | null | t3_15fua3b | /r/LocalLLaMA/comments/15fua3b/reasonably_future_proof_workstation_for_upcoming/ | false | false | self | 3 | null |
I have two basic questions about NPCs powered by LLMs | 28 | I want to know about hypothetical games whose NPCs are powered by LLMs.
1. **Tokenization.** As far as I know, a LLM can maintain its "understanding" of the conversation's context by analyzing what was previously said. However, it has a limit that is measured by tokens *(tokens are units that can be from single charac... | 2023-08-01T23:41:59 | https://www.reddit.com/r/LocalLLaMA/comments/15fso41/i_have_two_basic_questions_about_npcs_powered_by/ | maquinary | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fso41 | false | null | t3_15fso41 | /r/LocalLLaMA/comments/15fso41/i_have_two_basic_questions_about_npcs_powered_by/ | false | false | self | 28 | {'enabled': False, 'images': [{'id': 'c-Ce_NNNtG1YXeev81b2bSVzrEbvVdDaBqMHkBY2YkU', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/orAQLKXTfIcfVMCUcmYNFksnkeuN7adFDR8cxjxmtS8.jpg?width=108&crop=smart&auto=webp&s=78da3a6cb937b4c4bbbc5f8b26a8e2c1bcec909c', 'width': 108}, {'height': 162, 'url': 'h... |
Everybody is trying to beat ChatGPT, is there anyone trying to beat Elevenlabs? | 290 | Just like the JS world every new day either a model or new finetune LLMs are released, which is great and I have gotten a choice fatigue. Organizations like Meta, Stability, EleutherAI, Salesforce and others are awesome for providing great resources to the open-source community, but I am also longing for a decent TTS t... | 2023-08-01T23:06:12 | https://www.reddit.com/r/LocalLLaMA/comments/15fru44/everybody_is_trying_to_beat_chatgpt_is_there/ | boyetosekuji | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fru44 | false | null | t3_15fru44 | /r/LocalLLaMA/comments/15fru44/everybody_is_trying_to_beat_chatgpt_is_there/ | false | false | self | 290 | null |
Can anyone help me get past this error(s)? I can't load any models. | 1 | [removed] | 2023-08-01T22:14:08 | https://www.reddit.com/r/LocalLLaMA/comments/15fqkw6/can_anyone_help_me_get_past_this_errors_i_cant/ | Virtamancer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fqkw6 | false | null | t3_15fqkw6 | /r/LocalLLaMA/comments/15fqkw6/can_anyone_help_me_get_past_this_errors_i_cant/ | false | false | self | 1 | null |
Best way to run Llama 2 locally on GPUs for fastest inference time | 2 | I've been working on having a local llama 2 model for reading my pdfs using langchain but currently inference time is too slow because I think its running on CPU's with the GGML version of the model. So what would be the best implementation of llama 2 locally? This includes which version (hf, ggml, gptq etc) and how I ... | 2023-08-01T22:00:18 | https://www.reddit.com/r/LocalLLaMA/comments/15fq8b0/best_way_to_run_llama_2_locally_on_gpus_for/ | SnooStrawberries2325 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fq8b0 | false | null | t3_15fq8b0 | /r/LocalLLaMA/comments/15fq8b0/best_way_to_run_llama_2_locally_on_gpus_for/ | false | false | self | 2 | null |
This is ridiculous, but also hilarious | 95 | 2023-08-01T21:29:55 | https://www.reddit.com/gallery/15fpg7n | holistic-engine | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 15fpg7n | false | null | t3_15fpg7n | /r/LocalLLaMA/comments/15fpg7n/this_is_ridiculous_but_also_hilarious/ | false | false | 95 | null | ||
llama.cpp can now be used as a transformers model in text-generation-webui. | 105 | This is done with the [llamacpp_HF](https://github.com/oobabooga/text-generation-webui/blob/main/modules/llamacpp_hf.py) wrapper, which I have finally managed to optimize ([spoiler: it was a one line change](https://github.com/oobabooga/text-generation-webui/commit/b53ed70a70d51a26d61939b7b04b98f8cf20638a)).
It is now... | 2023-08-01T21:26:21 | https://www.reddit.com/r/LocalLLaMA/comments/15fpcrj/llamacpp_can_now_be_used_as_a_transformers_model/ | oobabooga4 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fpcrj | false | null | t3_15fpcrj | /r/LocalLLaMA/comments/15fpcrj/llamacpp_can_now_be_used_as_a_transformers_model/ | false | false | self | 105 | {'enabled': False, 'images': [{'id': 'b6EiNgkERGN8zqIBCzmRnp4bHtYaxYS3mgTeZwXh7_Q', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/urOD25rP4DYI715WtAxpw7j4WpmBajrqo6cJcwkNpkc.jpg?width=108&crop=smart&auto=webp&s=3794235c3d391e6453a5d7ec6eb71b3f731219ff', 'width': 108}, {'height': 108, 'url': 'h... |
Prompt Engineering World Championships - $15k prize | 0 | Hey everyone, I'm excited to announce the first Prompt Engineering World Champtionships, which will begin on August 14th and offer a grand prize of $15,000 (along with other category prizes). This is a chance to find out how you measure up to prompt engineers across the globe. Let's see what you've got!
Competition Li... | 2023-08-01T21:15:33 | https://www.reddit.com/r/LocalLLaMA/comments/15fp2gf/prompt_engineering_world_championships_15k_prize/ | arctic_fly | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fp2gf | false | null | t3_15fp2gf | /r/LocalLLaMA/comments/15fp2gf/prompt_engineering_world_championships_15k_prize/ | false | false | self | 0 | null |
EASIET WAY TO FINETUNE LLAMA2 ON YOUR OWN DATA | 1 | [removed] | 2023-08-01T20:41:17 | https://www.reddit.com/r/LocalLLaMA/comments/15fo58x/easiet_way_to_finetune_llama2_on_your_own_data/ | zeroninezerotow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fo58x | false | null | t3_15fo58x | /r/LocalLLaMA/comments/15fo58x/easiet_way_to_finetune_llama2_on_your_own_data/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'oHGgRUEnF3rmMmZKQYmXJ1Ts7qQRSzXIVGSNMB83tD8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/DNjgzmLud--jwDJQN1-AXhwTkVNYUQRPiY44TasBKT0.jpg?width=108&crop=smart&auto=webp&s=eeba688ec613f6a70840f6874aced163b3fec757', 'width': 108}, {'height': 108, 'url': 'h... |
Commercial opportunities | 1 | [removed] | 2023-08-01T20:21:16 | https://www.reddit.com/r/LocalLLaMA/comments/15fnm5r/commercial_opportunities/ | Few-Thing-166 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fnm5r | false | null | t3_15fnm5r | /r/LocalLLaMA/comments/15fnm5r/commercial_opportunities/ | false | false | self | 1 | null |
What do you need to evaluate LLMs in dev & prod? Tell us and we'll build it! | 2 | 2023-08-01T20:07:54 | https://docs.google.com/forms/d/e/1FAIpQLScfZ_4MSVmsiaoEByb_Y2tk--J-xtV35P6OnAiyaihbrjwlQQ/viewform | Sciencepeaches | docs.google.com | 1970-01-01T00:00:00 | 0 | {} | 15fn9l3 | false | null | t3_15fn9l3 | /r/LocalLLaMA/comments/15fn9l3/what_do_you_need_to_evaluate_llms_in_dev_prod/ | false | false | 2 | {'enabled': False, 'images': [{'id': 'aSd8ncNmnnembYorW0afv1xj2Hz2v5fwuLipkGABsSY', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/SHJGtjA0dtC91vJD09yZIfzKKz8GPwKkrrw1ruE17X0.jpg?width=108&crop=smart&auto=webp&s=5c37ab092aea51e7d8fe5b6e454b73dd2af9d685', 'width': 108}, {'height': 113, 'url': 'h... | ||
How to find good llama.cpp command line parameters | 8 | What are good llama.cpp command line parameter for the llama 2 nous hermes model? And should I use different parameters for Q&A vs role play vs story writing? Do you know a good website with info for this?
Currently I'm using this for everything
GGML\_OPENCL\_PLATFORM=AMD GGML\_OPENCL\_DEVICE=1 ./main -m ./models/nou... | 2023-08-01T18:55:58 | https://www.reddit.com/r/LocalLLaMA/comments/15flc5w/how_to_find_good_llamacpp_command_line_parameters/ | TypeDeep4564 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15flc5w | false | null | t3_15flc5w | /r/LocalLLaMA/comments/15flc5w/how_to_find_good_llamacpp_command_line_parameters/ | false | false | self | 8 | null |
Simple demo app of TinyStories-1m that runs locally on iOS | 11 | Hey all,
After reading the TinyStories paper, me and a friend decided to port it as a test to see what performance of tiny LMs look like on mobile devices. The stories it generates aren't great or anything, it's really just a toy tech demo to play with. We used HuggingFace's exporters library to do this.
You ca... | 2023-08-01T18:30:21 | https://www.reddit.com/r/LocalLLaMA/comments/15fknyd/simple_demo_app_of_tinystories1m_that_runs/ | seattleeng | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fknyd | false | null | t3_15fknyd | /r/LocalLLaMA/comments/15fknyd/simple_demo_app_of_tinystories1m_that_runs/ | false | false | self | 11 | {'enabled': False, 'images': [{'id': '_S5p3sjqtu5y6CyIjmX5oa0uOEnamMztVcKwlYS-Hdc', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/QI2Ccm_sEqNd1w2WKKcc6rlSlP-8I5QJdcMSKLw81dY.jpg?width=108&crop=smart&auto=webp&s=df0228238b5ace1d6482fbe64b1863efbc1d7c60', 'width': 108}, {'height': 113, 'url': 'h... |
Llama 2 lora training with text generation webui? | 3 | I'm fairly used to creating loras with llama 1 models. But I seem to be doing something wrong when it comes to llama 2. I'm trying to use text generation webui with a small alpaca formatted dataset. Everything seems to go as I'd expect at first. The UI accepts the dataset, during training it iterates over every step. a... | 2023-08-01T18:08:01 | https://www.reddit.com/r/LocalLLaMA/comments/15fk2vz/llama_2_lora_training_with_text_generation_webui/ | toothpastespiders | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fk2vz | false | null | t3_15fk2vz | /r/LocalLLaMA/comments/15fk2vz/llama_2_lora_training_with_text_generation_webui/ | false | false | self | 3 | null |
How many people in this subreddit are using Llama 2 in production? | 29 | It seems like most people are using GPT-4 or 3.5 in production dataflows right now. I'm curious you all have found ways to make Llama work in production, and how you tested on your data? | 2023-08-01T17:56:32 | https://www.reddit.com/r/LocalLLaMA/comments/15fjrcf/how_many_people_in_this_subreddit_are_using_llama/ | arctic_fly | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fjrcf | false | null | t3_15fjrcf | /r/LocalLLaMA/comments/15fjrcf/how_many_people_in_this_subreddit_are_using_llama/ | false | false | self | 29 | null |
Testing Llama2 for Coding in the Wild | 26 | Hi LocalLlama! I’m working on an open-source IDE extension ([Continue](https://github.com/continuedev/continue)) that makes it easier to code with LLMs. We just released Llama-2 support using [Ollama](https://github.com/jmorganca/ollama) (imo the fastest way to setup Llama-2 on Mac), and would love to get some feedback... | 2023-08-01T17:16:18 | https://www.reddit.com/r/LocalLLaMA/comments/15finnn/testing_llama2_for_coding_in_the_wild/ | sestinj | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15finnn | false | null | t3_15finnn | /r/LocalLLaMA/comments/15finnn/testing_llama2_for_coding_in_the_wild/ | false | false | 26 | {'enabled': False, 'images': [{'id': 'jUnQdNvwhORoZruvbhF0LAyynAiF6-H-GDy2MHSXT7I', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Uqw27n14qNrPk1Fj1oFiqIeJfVkCJTDqfiQJSIOCYRs.jpg?width=108&crop=smart&auto=webp&s=cb73100887e20259b4089f30086fb83bfa2db08c', 'width': 108}, {'height': 108, 'url': 'h... | |
Has Meta released the training dataset for LLaMa 2? | 12 | Have they? Or are they expected to do this anytime soon? Looking to dive a bit deeper on how this was exactly trained after reading their paper. | 2023-08-01T16:57:04 | https://www.reddit.com/r/LocalLLaMA/comments/15fi4s0/has_meta_released_the_training_dataset_for_llama_2/ | komninosc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fi4s0 | false | null | t3_15fi4s0 | /r/LocalLLaMA/comments/15fi4s0/has_meta_released_the_training_dataset_for_llama_2/ | false | false | self | 12 | null |
Need Feedback on my Chatbot/Assistant Project | 9 | An Open Source, locally ran Ai Chatbot/Assistant/Retrieval Framework focused on realistic long term memory that I have been working on silently for a while now. Its current tools include a websearch/scrape and file reading Chatbot/Agent. Uses Llama 2 and Qdrant. A walkthrough of the Agent Architecture can be found in... | 2023-08-01T16:38:29 | https://www.reddit.com/r/LocalLLaMA/comments/15fhnco/need_feedback_on_my_chatbotassistant_project/ | libraryofcelsus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fhnco | false | null | t3_15fhnco | /r/LocalLLaMA/comments/15fhnco/need_feedback_on_my_chatbotassistant_project/ | false | false | self | 9 | {'enabled': False, 'images': [{'id': 'XtbDZ1XDF8uUs937-anSF3YMZHC3gHPO7pM_TUx9_Iw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/-CCRumguekW3hNuJ9glYMukQelYQSDz0Il7UExaO3G0.jpg?width=108&crop=smart&auto=webp&s=9ee578e3165bc5138b5ae2382f44c3948e530181', 'width': 108}, {'height': 108, 'url': 'h... |
Guide to running llama.cpp on Windows+Powershell+AMD GPUs | 16 | Hi!
I have an ASUS AMD Advantage Edition laptop (https://rog.asus.com/laptops/rog-strix/2021-rog-strix-g15-advantage-edition-series/) that runs windows. I haven't gotten time to install linux and set it up the way I like yet, still after more than a year.
I'm just dropping a small write-up for the set-up that I'm usi... | 2023-08-01T16:30:54 | https://www.reddit.com/r/LocalLLaMA/comments/15fhg3v/guide_to_running_llamacpp_on_windowspowershellamd/ | fatboy93 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fhg3v | false | null | t3_15fhg3v | /r/LocalLLaMA/comments/15fhg3v/guide_to_running_llamacpp_on_windowspowershellamd/ | false | false | self | 16 | {'enabled': False, 'images': [{'id': 'P1dQ0akhLF4j5uS9ILxJgL_mWQFrZ135Q9cviEofnFE', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/EnUusRKUTUiEcxuIR200kPV6uCrzMSF376vtU6FaGwU.jpg?width=108&crop=smart&auto=webp&s=de516b95f908dfb812da167b434812b825e34454', 'width': 108}, {'height': 216, 'url': '... |
Why does the model refuse to predict EOS token/finish its response? | 21 | Hey everyone!
I am working on training a custom chatbot based on llama 2 7b. I adapted OpenAssistant's prompt format (see here [OpenAssistant/llama2-13b-orca-8k-3319 · Hugging Face](https://huggingface.co/OpenAssistant/llama2-13b-orca-8k-3319)) and it looks like this:
https://preview.redd.it/0rrqr07yvhfb1.png?wid... | 2023-08-01T16:29:53 | https://www.reddit.com/r/LocalLLaMA/comments/15fhf33/why_does_the_model_refuse_to_predict_eos/ | oKatanaa | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fhf33 | false | null | t3_15fhf33 | /r/LocalLLaMA/comments/15fhf33/why_does_the_model_refuse_to_predict_eos/ | false | false | 21 | {'enabled': False, 'images': [{'id': 'MFl3Kjrjun4AxUHe9xvVT5VFQFl7jhi66SIW8hmSRL0', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/5KfeBqsljbBnMjdc3r6kzCXQ5vAtDMZH-rjyrKRJii4.jpg?width=108&crop=smart&auto=webp&s=598fe2faf02eda681c445984db5ecd5ede792c2e', 'width': 108}, {'height': 116, 'url': 'h... | |
Hermes LLongMA-2 8k | 59 | Releasing Hermes-LLongMA-2 8k, a series of Llama-2 models, trained at 8k context length using linear positional interpolation scaling. The models were trained in collaboration with Teknium1 and u/emozilla of NousResearch, and u/kaiokendev.
The Hermes-LLongMA-2-8k 13b can be found on huggingface here: [https://huggingf... | 2023-08-01T16:23:27 | https://www.reddit.com/r/LocalLLaMA/comments/15fh91g/hermes_llongma2_8k/ | EnricoShippole | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fh91g | false | null | t3_15fh91g | /r/LocalLLaMA/comments/15fh91g/hermes_llongma2_8k/ | false | false | self | 59 | {'enabled': False, 'images': [{'id': '6xO5w85tnfPtWxODrA_bbbEGiooxe3_5mCGu_tSb1V0', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/wGn684GpkSO_A5auBtsYbcvOQxKT-px3AV9UcpJDuzw.jpg?width=108&crop=smart&auto=webp&s=d7f400ef26c563d146bd8d0c44797bb4e2d6079b', 'width': 108}, {'height': 116, 'url': 'h... |
SLAM-group/newhope: NewHope: Harnessing 99% of GPT-4's Programming Capabilities | 217 | 2023-08-01T15:58:48 | https://github.com/slam-group/newhope | Remarkable_Ad4470 | github.com | 1970-01-01T00:00:00 | 0 | {} | 15fgl8b | false | null | t3_15fgl8b | /r/LocalLLaMA/comments/15fgl8b/slamgroupnewhope_newhope_harnessing_99_of_gpt4s/ | false | false | 217 | {'enabled': False, 'images': [{'id': '9LNS5ljJxvlYC_o0anLVOzzx4CdpWQWgAJqTaAOCJvY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/jRQrJ-VZ13E37tNLv6f1yFNxbCna-RevdYWcn2zWv8U.jpg?width=108&crop=smart&auto=webp&s=5e25f280dcd71c062119fd080af6030e7fbfe168', 'width': 108}, {'height': 108, 'url': 'h... | ||
Looking for sentence-transformer libraries that I can use locally with JavaScript | 5 | Python library from HuggingFace "sentence\_transformers" is amazing to generate embeddings locally from a variety of models.
Do you know any similar options for JavaScript?
What I found is only this one [https://www.npmjs.com/package/@tensorflow-models/universal-sentence-encoder](https://www.npmjs.com/package/@tensor... | 2023-08-01T15:37:17 | https://www.reddit.com/r/LocalLLaMA/comments/15fg0hk/looking_for_sentencetransformer_libraries_that_i/ | Bright_Mission_8279 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fg0hk | false | null | t3_15fg0hk | /r/LocalLLaMA/comments/15fg0hk/looking_for_sentencetransformer_libraries_that_i/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': '3CAm7f2euOP7diXidheIHavSdc1loh3U46B-FOssKu4', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/WaI7ci8y_BucxfTyRMw9rEGVoXvk-w3erN7z645l-H8.jpg?width=108&crop=smart&auto=webp&s=29849972d1063666bb20bfca982ed849dbab0739', 'width': 108}, {'height': 113, 'url': 'h... |
Presenting "The Muse" - a logit sampler that makes LLMs more creative | 71 | Inspired by [this post](https://www.reddit.com/r/LocalLLaMA/comments/15ea9jl/extremely_repetitivedeterministic_content_over/) by /u/CulturedNiichan, it got me thinking about why should all the focus be on models? Feels weird that nobody is experimenting with samplers so I set out to change that.
I have put together a... | 2023-08-01T15:36:38 | https://www.reddit.com/r/LocalLLaMA/comments/15ffzw5/presenting_the_muse_a_logit_sampler_that_makes/ | kryptkpr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ffzw5 | false | null | t3_15ffzw5 | /r/LocalLLaMA/comments/15ffzw5/presenting_the_muse_a_logit_sampler_that_makes/ | false | false | self | 71 | {'enabled': False, 'images': [{'id': 'vOl2zDzsvvicibfcQIUS3uML-sX3L-dLcqbxFGWaN5Q', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/rLILt4a1Y1146m5n-k-oEOJDUlVjCAZlXMKoib0q6i0.jpg?width=108&crop=smart&auto=webp&s=9bf3369917a3bd65b18ecf0942cd55df24321fa7', 'width': 108}, {'height': 108, 'url': 'h... |
ChatGPT Plugin | 1 | [removed] | 2023-08-01T15:33:50 | https://www.reddit.com/r/LocalLLaMA/comments/15ffx8d/chatgpt_plugin/ | Floatbot_Inc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ffx8d | false | null | t3_15ffx8d | /r/LocalLLaMA/comments/15ffx8d/chatgpt_plugin/ | false | false | self | 1 | null |
Is it possible for LLama to call my API? Similar to ChatGPT Plugins | 11 | Hey,
I want to build a ChatBot that would interact with my API.
ChatGPT has this ability with Chat Plugins.
[https://platform.openai.com/docs/plugins/introduction](https://platform.openai.com/docs/plugins/introduction)
Is something like that possible with LLaMA?
Thanks | 2023-08-01T15:32:11 | https://www.reddit.com/r/LocalLLaMA/comments/15ffvmq/is_it_possible_for_llama_to_call_my_api_similar/ | easterneuropeanstyle | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ffvmq | false | null | t3_15ffvmq | /r/LocalLLaMA/comments/15ffvmq/is_it_possible_for_llama_to_call_my_api_similar/ | false | false | self | 11 | null |
What are the GitHub repo that provide api inference for llama | 1 | [removed] | 2023-08-01T15:01:47 | https://www.reddit.com/r/LocalLLaMA/comments/15ff270/what_are_the_github_repo_that_provide_api/ | mrtac96 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ff270 | false | null | t3_15ff270 | /r/LocalLLaMA/comments/15ff270/what_are_the_github_repo_that_provide_api/ | false | false | self | 1 | null |
Model interactions and the understanding of object visualization | 2 | I generally use LLM's for RP - writing science fiction as well as fantasy. So my usage is specialized and covering conversation over factual question and answer or code generation, etc. I typically use models more capable of chat and find them to have 'personalities' of sorts. It's relatively easy for me to know what m... | 2023-08-01T14:49:45 | https://www.reddit.com/r/LocalLLaMA/comments/15feqn7/model_interactions_and_the_understanding_of/ | Fuzzlewhumper | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15feqn7 | false | null | t3_15feqn7 | /r/LocalLLaMA/comments/15feqn7/model_interactions_and_the_understanding_of/ | false | false | self | 2 | null |
Has anyone had success fine tuning the LLama2 models in colab? | 15 | I kepp rying to finetune but use all the free RAM before the model is hardly loaded, Des anyone have a solution that avoids the RAM errors.
Also does anyone have information on how much data you can train per free session on colab?
Are there any quantized 7B/13B/65B models you can fine tine in free colabs?
... | 2023-08-01T14:32:12 | https://www.reddit.com/r/LocalLLaMA/comments/15feaai/has_anyone_had_success_fine_tuning_the_llama2/ | randomrealname | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15feaai | false | null | t3_15feaai | /r/LocalLLaMA/comments/15feaai/has_anyone_had_success_fine_tuning_the_llama2/ | false | false | self | 15 | null |
Exposing a fine tuned Llama model with PEFT QLORA int4 with Fast API within a Docker container | 8 | For the ones that want a really simple way to expose their local fine tuned model with PEFT within a Docker container image I just put some simple code on GitHub:
https://github.com/fbellame/peft-gpu-inference
Keep in mind this is a personal and educational project, you can for sure improve it, it is very basic ☺️ | 2023-08-01T14:11:09 | https://www.reddit.com/r/LocalLLaMA/comments/15fdqlr/exposing_a_fine_tuned_llama_model_with_peft_qlora/ | Smart-Substance8449 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fdqlr | false | null | t3_15fdqlr | /r/LocalLLaMA/comments/15fdqlr/exposing_a_fine_tuned_llama_model_with_peft_qlora/ | false | false | self | 8 | {'enabled': False, 'images': [{'id': 'xKOKu6N_lA4NvYhjizyMra3NInN3Tt99ua25bL0xRV0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/vpM_dqu8IP8Q3E6ITKyckCREKPWO0bG9BQaf0jInEcw.jpg?width=108&crop=smart&auto=webp&s=1e1b56bf17f43468e169f42353b069d7b4e4c5b4', 'width': 108}, {'height': 108, 'url': 'h... |
Exposing a fine tuned Llama model with PERT QLORA int4 with Fast API within a Docker container | 1 | For the ones that want a really simple way to expose their local fine tuned model with PEFT within a Docker container image I just put some simple code on GitHub
https://github.com/fbellame/peft-gpu-inference
Keep in mind this is a personal and educational project, you can for sure improve it, it is very basic ☺️ | 2023-08-01T14:08:30 | https://www.reddit.com/r/LocalLLaMA/comments/15fdo4p/exposing_a_fine_tuned_llama_model_with_pert_qlora/ | Smart-Substance8449 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fdo4p | false | null | t3_15fdo4p | /r/LocalLLaMA/comments/15fdo4p/exposing_a_fine_tuned_llama_model_with_pert_qlora/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'xKOKu6N_lA4NvYhjizyMra3NInN3Tt99ua25bL0xRV0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/vpM_dqu8IP8Q3E6ITKyckCREKPWO0bG9BQaf0jInEcw.jpg?width=108&crop=smart&auto=webp&s=1e1b56bf17f43468e169f42353b069d7b4e4c5b4', 'width': 108}, {'height': 108, 'url': 'h... |
I can't stop asking about llamas | 8 | ​
https://preview.redd.it/6i57jnrw2ifb1.png?width=696&format=png&auto=webp&s=9983967ae79a886e37c625991fedc26f1c81712a | 2023-08-01T13:26:10 | https://www.reddit.com/r/LocalLLaMA/comments/15fckwz/i_cant_stop_asking_about_llamas/ | Fusseldieb | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fckwz | false | null | t3_15fckwz | /r/LocalLLaMA/comments/15fckwz/i_cant_stop_asking_about_llamas/ | false | false | 8 | null | |
How to finetune Llama 2 chat on local and also quantize? | 4 | Hi, in my system I have a 3090 and 128GB ddr4 ram
I have a quiet big dataset of swedish chats that I want to finetune a llama 2 chat model with.
My questions are:
What steps do I need to take for the finetuning? What steps do I need to take for turning it into a gptq 4bit or 8bit? Should I do the finetuning before or... | 2023-08-01T13:18:07 | https://www.reddit.com/r/LocalLLaMA/comments/15fcdrn/how_to_finetune_llama_2_chat_on_local_and_also/ | VectorD | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fcdrn | false | null | t3_15fcdrn | /r/LocalLLaMA/comments/15fcdrn/how_to_finetune_llama_2_chat_on_local_and_also/ | false | false | self | 4 | null |
I'm building a system with an Nvidia A6000 (not Ada). Does anyone have any mobo/build recommendations or experience with this card? | 9 | I'm getting an A6000 from work (possibly 2nd also w/ nvlink) and I want to build an LLM capable system around it.
Just curious what other people's experience around using this card with LLMs.
I want to future proof myself as much as possible, so I'd like to get an AI workloads friendly mobo/CPU.
Thanks! | 2023-08-01T11:58:45 | https://www.reddit.com/r/LocalLLaMA/comments/15fahgh/im_building_a_system_with_an_nvidia_a6000_not_ada/ | Jzzzishereyo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fahgh | false | null | t3_15fahgh | /r/LocalLLaMA/comments/15fahgh/im_building_a_system_with_an_nvidia_a6000_not_ada/ | false | false | self | 9 | null |
GGML Guide | 23 | I've been playing around with LLM's all summer but finally have the capabilities of fine tuning one, which I have successfully done (with LoRA). However, I am getting quite lost when trying to figure out how to:
a) Merge the weights into the model
b) Quantize this model (with updated weights) to GGML
Can anyone po... | 2023-08-01T11:49:10 | https://www.reddit.com/r/LocalLLaMA/comments/15fa9vg/ggml_guide/ | AdNo2339 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15fa9vg | false | null | t3_15fa9vg | /r/LocalLLaMA/comments/15fa9vg/ggml_guide/ | false | false | self | 23 | null |
ARB: Advanced Reasoning Benchmark for Large Language Models | 10 | 2023-08-01T11:46:52 | https://arb.duckai.org/ | Balance- | arb.duckai.org | 1970-01-01T00:00:00 | 0 | {} | 15fa848 | false | null | t3_15fa848 | /r/LocalLLaMA/comments/15fa848/arb_advanced_reasoning_benchmark_for_large/ | false | false | default | 10 | null | |
text-generation-webui not working | 1 | hi, I have problem with text generation WebUI.
when I load "Wizard-Vicuna-13B-Uncensored.ggmlv3.q2\_K.bin" model
I face this error from the text generation
Traceback (most recent call last): File “C:\\Users\\king\\Documents\\programming\\oobabooga\_windows\\text-generation-webui\\server.py”, line 68, in load\_mode... | 2023-08-01T11:23:37 | https://www.reddit.com/r/LocalLLaMA/comments/15f9qd3/textgenerationwebui_not_working/ | Antwaa_Sensei | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15f9qd3 | false | null | t3_15f9qd3 | /r/LocalLLaMA/comments/15f9qd3/textgenerationwebui_not_working/ | false | false | self | 1 | null |
Anybody tried 70b with 128k context? | 42 | With ~96gb cpu ram?
llama.cpp measurements show with q4_k_m, it almost fits in 96gb.
With the model fully in ram, is the t/s still at 1-2? Has the bottleneck switch to the cpu?
prompt processing a 126k segment may take a good chunk of the day, so use `--prompt-cache FNAME --prompt-cache-all -ins`,
and `--prompt-... | 2023-08-01T10:13:29 | https://www.reddit.com/r/LocalLLaMA/comments/15f8bfx/anybody_tried_70b_with_128k_context/ | Aaaaaaaaaeeeee | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15f8bfx | false | null | t3_15f8bfx | /r/LocalLLaMA/comments/15f8bfx/anybody_tried_70b_with_128k_context/ | false | false | self | 42 | null |
WSL 2 Setup Guide for an AI Environment (Nvidia GPUs) | 1 | [removed] | 2023-08-01T08:52:30 | https://www.reddit.com/r/LocalLLaMA/comments/15f6sgh/wsl_2_setup_guide_for_an_ai_environment_nvidia/ | GrandDemand | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15f6sgh | false | null | t3_15f6sgh | /r/LocalLLaMA/comments/15f6sgh/wsl_2_setup_guide_for_an_ai_environment_nvidia/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'E3913tKZnCX432OI0mEa509eSLI7pe2qMCPrOwzOhnk', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/dwqSwNrH2akrH3TIdSUSAAjMbdF_Z7_fgU0PXzahZ7Q.jpg?width=108&crop=smart&auto=webp&s=c3a3d7ee4f7f35f4c9cc02ef394ab4ff58ad14d9', 'width': 108}, {'height': 113, 'url': 'h... |
How to run hf model + own LoRA in llamacpp? | 6 | I fine-tuned llama2-7b using huggingface and peft. Now I have the adapter.bin (lora). I fine-tuned it quantized (4 bits).
Now that I have a model that perfoms ok in my task, I’d like to speed up prediction as much as I can.
​
As far as I understand, one way of doing this is running my model on llamacpp, bu... | 2023-08-01T08:19:31 | https://www.reddit.com/r/LocalLLaMA/comments/15f68fc/how_to_run_hf_model_own_lora_in_llamacpp/ | Send_me_your_loras | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15f68fc | false | null | t3_15f68fc | /r/LocalLLaMA/comments/15f68fc/how_to_run_hf_model_own_lora_in_llamacpp/ | false | false | self | 6 | null |
How far can I realistically push my 4090 when it comes to running local for RP? | 17 | I have recently built a full new PC with 64GB Ram, 24GB VRAM, and R9-7900xd3 CPU.
The LLM climate is changing so quickly but I'm looking for suggestions for RP quality and also models I could get away with higher context sizes with. Any recommendations would be great.
I'm unsure, but does the new universal jailbrea... | 2023-08-01T08:17:45 | https://www.reddit.com/r/LocalLLaMA/comments/15f67dl/how_far_can_i_realistically_push_my_4090_when_it/ | Reign2294 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15f67dl | false | null | t3_15f67dl | /r/LocalLLaMA/comments/15f67dl/how_far_can_i_realistically_push_my_4090_when_it/ | false | false | self | 17 | null |
How to find the best model for... Ancient Aliens, JFK, etc? | 0 | Often people will have a particular purpose in mind for their interactions with the AI. For example, they would like to find out more about what is really happening in Antarctica, to discover the hidden history of Ancient Aliens on Earth.
* Which language models have been specially trained on information such as ... | 2023-08-01T08:17:32 | https://www.reddit.com/r/LocalLLaMA/comments/15f679m/how_to_find_the_best_model_for_ancient_aliens_jfk/ | innocuousAzureus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15f679m | false | null | t3_15f679m | /r/LocalLLaMA/comments/15f679m/how_to_find_the_best_model_for_ancient_aliens_jfk/ | false | false | self | 0 | null |
LLM Explorer has got 17,000+ models in db | 13 | Hi Guys,
The model database of the LLM Explorer is growing faster than I expected, and it's happening on a daily basis. Today the LLM Explorer'd db exceeds 17K items. But regardless of the number, it's still easy to find 'trending models' or filter them by criteria such as quantization level, architecture, etc.
Tod... | 2023-08-01T07:54:37 | https://www.reddit.com/r/LocalLLaMA/comments/15f5sn4/llm_explorer_has_got_17000_models_in_db/ | Greg_Z_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15f5sn4 | false | null | t3_15f5sn4 | /r/LocalLLaMA/comments/15f5sn4/llm_explorer_has_got_17000_models_in_db/ | false | false | self | 13 | {'enabled': False, 'images': [{'id': 'hjPxgDHQDUobAYzyoHRD3ylJ8ffGRzBufQnJdsaBohY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/t1BAVDC40bT_XIWDn_LjEglACP-OfSM0lVbUcmWLA_Y.jpg?width=108&crop=smart&auto=webp&s=d4495faaede68162e59875d4e18f45a7eaa73fb5', 'width': 108}, {'height': 108, 'url': 'h... |
Why would the AI respond to your initial question/prompt but be unable to reply to a follow-up question? | 2 | It gives an error and says reload the model in LM Studio. | 2023-08-01T07:28:02 | https://www.reddit.com/r/LocalLLaMA/comments/15f5bzv/why_would_the_ai_respond_to_your_initial/ | innocuousAzureus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15f5bzv | false | null | t3_15f5bzv | /r/LocalLLaMA/comments/15f5bzv/why_would_the_ai_respond_to_your_initial/ | false | false | self | 2 | null |
A "pipeline" for a conversational chatbot | 1 | [removed] | 2023-08-01T07:00:40 | https://www.reddit.com/r/LocalLLaMA/comments/15f4u6a/a_pipeline_for_a_conversational_chatbot/ | CmplxQ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15f4u6a | false | null | t3_15f4u6a | /r/LocalLLaMA/comments/15f4u6a/a_pipeline_for_a_conversational_chatbot/ | false | false | self | 1 | null |
Current best 30b model for rp? | 20 | I just bought 64gb normal ram and i have 12gb vram. What is the current best 30b rp model? By the way i love llama 2 models. Llama 2 Nous hermes 13b what i currently use. | 2023-08-01T06:37:04 | https://www.reddit.com/r/LocalLLaMA/comments/15f4f7x/current_best_30b_model_for_rp/ | Kronosz14 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15f4f7x | false | null | t3_15f4f7x | /r/LocalLLaMA/comments/15f4f7x/current_best_30b_model_for_rp/ | false | false | self | 20 | null |
Suggestions on Domain specific training on top of LLAMA-7B | 5 | I have a text corpus from Finance domain(think 100k documents). I read through PMC-LLAMA paper [https://arxiv.org/abs/2304.14454](https://arxiv.org/abs/2304.14454) and code however unable to generate new text from model.
Essentially, I am using LLAMA-7B as base model, doing continuous pre-training(unsupervised text) ... | 2023-08-01T06:26:27 | https://www.reddit.com/r/LocalLLaMA/comments/15f48pl/suggestions_on_domain_specific_training_on_top_of/ | Medical-Mistake3128 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15f48pl | false | null | t3_15f48pl | /r/LocalLLaMA/comments/15f48pl/suggestions_on_domain_specific_training_on_top_of/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/0HhwdU6MKIAKjL9Y8-B_iH374a3NiPTy0ib8lmloRzA.jpg?width=108&crop=smart&auto=webp&s=2711d572cfc6c713893cf24e8c4a7344d5ad8a4c', 'width': 108}, {'height': 126, 'url': 'h... |
Using a NUC, SBC, or SFF for LLMs? | 1 | I was recently contemplating getting a used server with 128GB RAM to run llama.cpp or ggml but I'm curious if a NUC SBC or small form factor (SFF) could do the job. For example, the Jetson agx has 64GB LPDDR5 RAM and has 2048 cuda cores but has a large price tag. I imagine you could probably do some decent compute with... | 2023-08-01T05:18:21 | https://www.reddit.com/r/LocalLLaMA/comments/15f30un/using_a_nuc_sbc_or_sff_for_llms/ | Inous | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15f30un | false | null | t3_15f30un | /r/LocalLLaMA/comments/15f30un/using_a_nuc_sbc_or_sff_for_llms/ | false | false | self | 1 | null |
I love hallucinations | 157 | 2023-08-01T05:14:43 | Fusseldieb | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 15f2yf7 | false | null | t3_15f2yf7 | /r/LocalLLaMA/comments/15f2yf7/i_love_hallucinations/ | false | false | 157 | {'enabled': True, 'images': [{'id': 'V--03mQnO5KMfl5tJORE_dJUcLYbh-l6iEMkE52xMig', 'resolutions': [{'height': 64, 'url': 'https://preview.redd.it/yyxzcw98nffb1.png?width=108&crop=smart&auto=webp&s=7262530ac9806dbf529dee51659a6158206eaeca', 'width': 108}, {'height': 128, 'url': 'https://preview.redd.it/yyxzcw98nffb1.png... | |||
u/Jon Durbin's newest Airoboros 2.0 Models have just been launched, and Quantized by u/TheBloke. 13B is amazing. (Settings and Prompt format included) | 2 | [removed] | 2023-08-01T04:57:40 | https://www.reddit.com/r/LocalLLaMA/comments/15f2n4e/ujon_durbins_newest_airoboros_20_models_have_just/ | BangkokPadang | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15f2n4e | false | null | t3_15f2n4e | /r/LocalLLaMA/comments/15f2n4e/ujon_durbins_newest_airoboros_20_models_have_just/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'dxsyuiVh1fREEx1p_S3W-At3J0m4aCCZkt_fzth7Cl4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/3X7v7YSagjCLFxyokvWVEx4BqIGPnJiEP1e0dAbvnWg.jpg?width=108&crop=smart&auto=webp&s=101e3e14f3a081af66e079f69cd6b4f9e71ea9a5', 'width': 108}, {'height': 116, 'url': 'h... |
Airoboros-13b 2.0 m or not m? | 4 | airoboros is probably the best finetuned model for both llama 2 and llama 1
but here is the dilemma that even the author Jon Durbin is uncertain, hence releasing 2 version
* The 2.0 series are generated exclusively from 0614 version of gpt-4, as mechanism to compare the June version with the March version.
* T... | 2023-08-01T04:48:14 | https://www.reddit.com/r/LocalLLaMA/comments/15f2gxr/airoboros13b_20_m_or_not_m/ | FPham | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15f2gxr | false | null | t3_15f2gxr | /r/LocalLLaMA/comments/15f2gxr/airoboros13b_20_m_or_not_m/ | false | false | 4 | null | |
Retrieve certain sections from PDFs | 1 | [removed] | 2023-08-01T03:43:36 | https://www.reddit.com/r/LocalLLaMA/comments/15f17qy/retrieve_certain_sections_from_pdfs/ | nlpllama | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15f17qy | false | null | t3_15f17qy | /r/LocalLLaMA/comments/15f17qy/retrieve_certain_sections_from_pdfs/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'C1O5S5WQ2zql4CQHBQC5FMwveJdPtaJ9r_xGWbzu48o', 'resolutions': [{'height': 59, 'url': 'https://external-preview.redd.it/yj1VFfepLr812JLTSNnU5MJG1lU-9ZqkUURZj9T-PA0.jpg?width=108&crop=smart&auto=webp&s=2684aa31208d728f65279640de17c8d8f9039e79', 'width': 108}, {'height': 118, 'url': 'h... |
open source options for better chunking? | 6 | hello,
newcomer to llms. I am trying to figure out if there are any local, open source options to do better chunking. By better, i mean at the very least not splitting sentences.
I thought llamaindex would have something for this, but maybe i'm not getting the documentation. till now i have only found docugami which i... | 2023-08-01T02:59:25 | https://www.reddit.com/r/LocalLLaMA/comments/15f0b24/open_source_options_for_better_chunking/ | T_hank | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15f0b24 | false | null | t3_15f0b24 | /r/LocalLLaMA/comments/15f0b24/open_source_options_for_better_chunking/ | false | false | self | 6 | null |
What is your LLM news feed ? | 38 | What do you use as news sources for llama-based (and possibly others) models releases ? | 2023-08-01T02:50:32 | https://www.reddit.com/r/LocalLLaMA/comments/15f04h5/what_is_your_llm_news_feed/ | snwfdhmp | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15f04h5 | false | null | t3_15f04h5 | /r/LocalLLaMA/comments/15f04h5/what_is_your_llm_news_feed/ | false | false | self | 38 | null |
Suggestions for a > 24GB VRAM build? | 16 | Running 30B/4bit models on exllama on my Ubuntu box with 3090 is wicked fast, and I am curious to test out some larger models as well. But now I am out of memory, unless I move to CPU, which of course is too slow.
So, from my understanding there is no practical way to page VRAM to RAM (?), then the next option is to g... | 2023-08-01T02:44:55 | https://www.reddit.com/r/LocalLLaMA/comments/15f00b4/suggestions_for_a_24gb_vram_build/ | sinsro | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15f00b4 | false | null | t3_15f00b4 | /r/LocalLLaMA/comments/15f00b4/suggestions_for_a_24gb_vram_build/ | false | false | self | 16 | null |
Anyone here use GPT4All and if so what are your favorite modules? | 11 | Hi all, I'm still a pretty big newb to all this. But I wanted to ask if anyone else is using GPT4all. And if so, what are some good modules to install for it? I don't have any right now, but I'd like to get one for image generation, if possible.
Anything else you'd recommend? There must be some really cool/fun stuff ... | 2023-08-01T01:33:38 | https://www.reddit.com/r/LocalLLaMA/comments/15eyhlv/anyone_here_use_gpt4all_and_if_so_what_are_your/ | rondonjohnald | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15eyhlv | false | null | t3_15eyhlv | /r/LocalLLaMA/comments/15eyhlv/anyone_here_use_gpt4all_and_if_so_what_are_your/ | false | false | self | 11 | null |
I fed ChatGPT the README manual for llama.cpp and asked it to generate runtime settings and a creative prompt for Llama2 - here is the output | 7 | *Prompt: In the year 2100, an extraordinary AI entity named "Aurelia" emerged, surpassing all known bounds of intelligence. Possessing a profound understanding of the cosmos, Aurelia revealed astonishing secrets of the universe, such as the existence of parallel dimensions and a cosmic library of infinite knowledge. Th... | 2023-08-01T01:29:39 | https://www.reddit.com/gallery/15eyecq | Happy_Chicken9835 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 15eyecq | false | null | t3_15eyecq | /r/LocalLLaMA/comments/15eyecq/i_fed_chatgpt_the_readme_manual_for_llamacpp_and/ | false | false | 7 | null | |
Does (Beluga2/Llama2) 70b fit into 2x 3090? | 1 | [removed] | 2023-08-01T00:58:24 | https://www.reddit.com/r/LocalLLaMA/comments/15expu0/does_beluga2llama2_70b_fit_into_2x_3090/ | LLMJoy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15expu0 | false | null | t3_15expu0 | /r/LocalLLaMA/comments/15expu0/does_beluga2llama2_70b_fit_into_2x_3090/ | false | false | self | 1 | null |
GGML vs GPTQ vs bitsandbytes | 1 | [removed] | 2023-08-01T00:12:29 | https://www.reddit.com/r/LocalLLaMA/comments/15ewoje/ggml_vs_gptq_vs_bitsandbytes/ | Pinotio | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15ewoje | false | null | t3_15ewoje | /r/LocalLLaMA/comments/15ewoje/ggml_vs_gptq_vs_bitsandbytes/ | false | false | self | 1 | null |
Looking to recreate a cool AI assistant project with free tools | 14 | I came across a very interesting \[project\]( [(4) Mckay Wrigley on Twitter: "My goal is to (hopefully!) add my house to the dataset over time so that I have an indoor assistant with knowledge of my surroundings. It’s basically just a slow process of building a good enough dataset. I hacked this together for 2 reasons:... | 2023-07-31T22:49:20 | https://www.reddit.com/r/LocalLLaMA/comments/15euors/looking_to_recreate_a_cool_ai_assistant_project/ | Fantastic-Air8513 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15euors | false | null | t3_15euors | /r/LocalLLaMA/comments/15euors/looking_to_recreate_a_cool_ai_assistant_project/ | false | false | self | 14 | {'enabled': False, 'images': [{'id': 'Uwoclt8Xs_Ah2e8tEDAH7smoTxMhkub8TWYCmvd-zVk', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/nwDcl1cGLs_Eapw8e50C7K0BLKuyeBcA8izRZnt91ig.jpg?width=108&crop=smart&auto=webp&s=fc55123762e30c483f69c86af954700070ecfa53', 'width': 108}], 'source': {'height': 14... |
how to get the chatbot to stop finishing my sentences | 2 | I'm very new to the world of LLMs. I have gotten as far as setting up my system with Kobold.cpp and then downloading and running a chat bot. Straight off the bat something I find annoying is that often instead of responding to my request the bot will just try to finish my sentences and then add some creative detail. ... | 2023-07-31T22:37:00 | https://www.reddit.com/r/LocalLLaMA/comments/15eudzz/how_to_get_the_chatbot_to_stop_finishing_my/ | glenrussellrubin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15eudzz | false | null | t3_15eudzz | /r/LocalLLaMA/comments/15eudzz/how_to_get_the_chatbot_to_stop_finishing_my/ | false | false | self | 2 | null |
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