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What are good local information retrieval models? | 0 | [removed] | 2023-06-28T04:15:40 | https://www.reddit.com/r/LocalLLaMA/comments/14kzb77/what_are_good_local_information_retrieval_models/ | Icaruswept | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14kzb77 | false | null | t3_14kzb77 | /r/LocalLLaMA/comments/14kzb77/what_are_good_local_information_retrieval_models/ | false | false | default | 0 | null |
Mpt models with the new exllama context extension trick? | 0 | Hi all, I was just wondering if the 2x and 4x context improvement tricks for exllama could be applied to the mpt models or is it llama model specific? I believe the mpt models are 8k tokens so theoretically it could get to 32k context? Obviously you would need a monster to run it (might need to sell a few friends' kidn... | 2023-06-28T03:07:51 | https://www.reddit.com/r/LocalLLaMA/comments/14kxz52/mpt_models_with_the_new_exllama_context_extension/ | TheSilentFire | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14kxz52 | false | null | t3_14kxz52 | /r/LocalLLaMA/comments/14kxz52/mpt_models_with_the_new_exllama_context_extension/ | false | false | self | 0 | null |
New oobabooga subreddit: r/oobaboogazz | 126 | Hello everyone,
I'd like to let you know that I have created my own official subreddit for the [text-generation-webui](https://github.com/oobabooga/text-generation-webui/) project, and would like to invite you to join. It can be found here:
https://www.reddit.com/r/oobaboogazz
If anyone needs help setting up the web... | 2023-06-28T02:17:26 | https://www.reddit.com/r/LocalLLaMA/comments/14kww9i/new_oobabooga_subreddit_roobaboogazz/ | oobabooga4 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14kww9i | false | null | t3_14kww9i | /r/LocalLLaMA/comments/14kww9i/new_oobabooga_subreddit_roobaboogazz/ | false | false | self | 126 | {'enabled': False, 'images': [{'id': 'V6jfVg2qsG0kqRYwnFd9vWemtNbCGph77abkd8Qm7_g', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/9Z7HeoGSIgRDA4--fKQ2Z1qpxb4o_Tt4mqCAWR-Tt0c.jpg?width=108&crop=smart&auto=webp&s=c9fdc5719a19b1143a7ec2aecb85bb783f1fbe14', 'width': 108}, {'height': 108, 'url': 'h... |
Can't get shared CUDA memory from new Nvidia drivers to work | 8 | Apparently the latest Nvidia drivers (535.x) have a change that'll make CUDA simply offload some of the processing to RAM when it runs out of VRAM instead of throwing an error.
I've updated my drivers to 535.54.03 on Linux Mint and tried testing this change using:
* WizardLM-33B-V1.0-Uncensored-SuperHOT-8K-GPTQ with ... | 2023-06-28T02:12:18 | https://www.reddit.com/r/LocalLLaMA/comments/14kwsb9/cant_get_shared_cuda_memory_from_new_nvidia/ | MassiveFloppa | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14kwsb9 | false | null | t3_14kwsb9 | /r/LocalLLaMA/comments/14kwsb9/cant_get_shared_cuda_memory_from_new_nvidia/ | false | false | self | 8 | null |
ExLlama Extremely Slow? | 2 | [deleted] | 2023-06-28T01:55:02 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 14kwekq | false | null | t3_14kwekq | /r/LocalLLaMA/comments/14kwekq/exllama_extremely_slow/ | false | false | default | 2 | null | ||
Anything similar to HeyPi? | 2 | The “conversationalist” style is truly amazing. I’ve used several local models but nothing every probes and keeps a conversation going quite like HeyPi does!
This sub is amazing! Thankful for every one of you! | 2023-06-28T01:36:19 | https://www.reddit.com/r/LocalLLaMA/comments/14kw0h4/anything_similar_to_heypi/ | SocialDinamo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14kw0h4 | false | null | t3_14kw0h4 | /r/LocalLLaMA/comments/14kw0h4/anything_similar_to_heypi/ | false | false | self | 2 | null |
A (possibly stupid) thought about context extension. | 3 | The big talk recently on the sub has been about the new method to extend context ([https://kaiokendev.github.io/til#extending-context-to-8k](https://kaiokendev.github.io/til#extending-context-to-8k)). Reading through this got me thinking that a lot of learning might be getting wasted on inferring meaning from individua... | 2023-06-28T01:19:21 | https://www.reddit.com/r/LocalLLaMA/comments/14kvn4b/a_possibly_stupid_thought_about_context_extension/ | Captainbetty | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14kvn4b | false | null | t3_14kvn4b | /r/LocalLLaMA/comments/14kvn4b/a_possibly_stupid_thought_about_context_extension/ | false | false | self | 3 | null |
With API changes going into affect soon… | 45 | [removed] | 2023-06-27T23:44:34 | https://www.reddit.com/r/LocalLLaMA/comments/14ktinx/with_api_changes_going_into_affect_soon/ | Artistic_Okra7288 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14ktinx | false | null | t3_14ktinx | /r/LocalLLaMA/comments/14ktinx/with_api_changes_going_into_affect_soon/ | false | false | default | 45 | null |
Nvidia user? Make sure you don't offload too many layers. | 54 | A quick reminder to Nvidia users of llama.cpp, and probably other tools. Since a few driver versions back, the number of layers you can offload to GPU has slightly reduced. Moreover, if you have too many layers, it will not produce an error anymore. Instead, it will simply be 4 times slower than it should.
So, if you... | 2023-06-27T23:26:14 | https://www.reddit.com/r/LocalLLaMA/comments/14kt3hz/nvidia_user_make_sure_you_dont_offload_too_many/ | Barafu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14kt3hz | false | null | t3_14kt3hz | /r/LocalLLaMA/comments/14kt3hz/nvidia_user_make_sure_you_dont_offload_too_many/ | false | false | self | 54 | null |
Help understanding how to create a dataset for training a model | 14 | Greetings, it was suggested I post here :)
One of the key areas I just can’t wrap my head around is how to fine-tune or enhance a given model based on my own dataset.
For example: Let’s say I wanted to train a small LLM to fully understand all of the various firewall vendors we deal with. I’ve got access to a huge s... | 2023-06-27T23:18:47 | https://www.reddit.com/r/LocalLLaMA/comments/14ksx46/help_understanding_how_to_create_a_dataset_for/ | SigmaSixShooter | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14ksx46 | false | null | t3_14ksx46 | /r/LocalLLaMA/comments/14ksx46/help_understanding_how_to_create_a_dataset_for/ | false | false | self | 14 | null |
Long GPT4 conversations | 25 | Lots of buzz around long context recently. Here's another dataset with long (10k+ tokens per chat) gpt4 conversations:
[https://huggingface.co/datasets/OpenLeecher/GPT4-10k/tree/main/Data](https://huggingface.co/datasets/OpenLeecher/GPT4-10k/tree/main/Data) | 2023-06-27T21:53:05 | https://www.reddit.com/r/LocalLLaMA/comments/14kqrdn/long_gpt4_conversations/ | JarPony | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14kqrdn | false | null | t3_14kqrdn | /r/LocalLLaMA/comments/14kqrdn/long_gpt4_conversations/ | false | false | self | 25 | {'enabled': False, 'images': [{'id': '4QXg9jckuCpYLuj6E9ui5TH4FKzEaHdo1X2yi-aSi_U', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/RhDYoKe84tEmxOKtf3ha7NPRMV5inSLd-UQu8SP9ocI.jpg?width=108&crop=smart&auto=webp&s=d8d3847506a44d447598447d6d294fd9a55a1a23', 'width': 108}, {'height': 116, 'url': 'h... |
Any "coder" model with GPT4All? (MacOS) | 2 | [removed] | 2023-06-27T21:47:29 | https://www.reddit.com/r/LocalLLaMA/comments/14kqm9v/any_coder_model_with_gpt4all_macos/ | 808phone | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14kqm9v | false | null | t3_14kqm9v | /r/LocalLLaMA/comments/14kqm9v/any_coder_model_with_gpt4all_macos/ | false | false | default | 2 | null |
Questions about memory, tree-of-thought, planning | 1 | 0. SOTA performance frameworks and models for code generation, chatbotting, or general fine-tuneability? And generally, which framework has the best API for usage in projects and most active development? Am I off in thinking ooba or exllama or Autogptq? I’m thinking of possibly using WizardCoder models (have run them... | 2023-06-27T20:15:21 | https://www.reddit.com/r/LocalLLaMA/comments/14ko678/questions_about_memory_treeofthought_planning/ | mrtransisteur | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14ko678 | false | null | t3_14ko678 | /r/LocalLLaMA/comments/14ko678/questions_about_memory_treeofthought_planning/ | false | false | self | 1 | null |
My new model: Harper - AssistantEditor | 26 | 2023-06-27T19:51:08 | FPham | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 14knith | false | null | t3_14knith | /r/LocalLLaMA/comments/14knith/my_new_model_harper_assistanteditor/ | false | false | 26 | {'enabled': True, 'images': [{'id': 'TtvhTqZ9rQeFPK2y6ww-UJgNBWB1jIdCSTcJdY99Xw8', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/ts3l8mmr7m8b1.jpg?width=108&crop=smart&auto=webp&s=4d5ed106449b75b766b1b903856c7440c6ecd94e', 'width': 108}, {'height': 216, 'url': 'https://preview.redd.it/ts3l8mmr7m8b1.jp... | |||
Automated installation of self-contained oobabooga environment | 15 | Hey there,
Maybe someone would be interested in (relatively) easy self-contained deployment of oobabooga's webui packaged with WizardLM-13B-Uncensored-GPTQ model.
This is also meant to be self-contained solution for Unix systems, so it's based on docker. Using newest Nvidia CUDA 12.1.1 docker image - so make sure you... | 2023-06-27T18:36:29 | https://www.reddit.com/r/LocalLLaMA/comments/14klp54/automated_installation_of_selfcontained_oobabooga/ | Crad999 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14klp54 | false | null | t3_14klp54 | /r/LocalLLaMA/comments/14klp54/automated_installation_of_selfcontained_oobabooga/ | false | false | self | 15 | {'enabled': False, 'images': [{'id': 'pKvtKo0fT0qw1N1Fdb62JtgzTVJpNvBnBjy8Kp9X4JY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/ma7FbHTEZiHuXNJGyz1Yi1DjWv0AuoqQx-qaMME6jqA.jpg?width=108&crop=smart&auto=webp&s=454b34343789dfd82f3149d822955468ae2c3ac3', 'width': 108}, {'height': 108, 'url': 'h... |
Fine Tuning Stable Vicuna | 1 | [deleted] | 2023-06-27T18:31:19 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 14klk94 | false | null | t3_14klk94 | /r/LocalLLaMA/comments/14klk94/fine_tuning_stable_vicuna/ | false | false | default | 1 | null | ||
TheBloke has released "SuperHot" versions of various models, meaning 8K context! | 466 | [https://huggingface.co/TheBloke](https://huggingface.co/TheBloke)
Thanks to our most esteemed model trainer, Mr TheBloke, we now have versions of Manticore, Nous Hermes (!!), WizardLM and so on, all with SuperHOT 8k context LoRA. And many of these are 13B models that should work well with lower VRAM count GPUs! I rec... | 2023-06-27T16:57:56 | https://www.reddit.com/r/LocalLLaMA/comments/14kj2w8/thebloke_has_released_superhot_versions_of/ | CasimirsBlake | self.LocalLLaMA | 2023-06-27T17:38:56 | 0 | {} | 14kj2w8 | false | null | t3_14kj2w8 | /r/LocalLLaMA/comments/14kj2w8/thebloke_has_released_superhot_versions_of/ | false | false | self | 466 | {'enabled': False, 'images': [{'id': 'ijgSlZO3K44WshhENFl9jhybG8Na3DBCsOXCuyZgycw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/xoOXoChYs6mWDlUf2h1S1ZmC14O0X-Z2_QHtAdDh0C8.jpg?width=108&crop=smart&auto=webp&s=3e5fdcc67bd2b0779a9f019942e0727ffb86630b', 'width': 108}, {'height': 116, 'url': 'h... |
Quantizing/Training models for specific applications | 1 | I'm looking to build a fully human like chatbot with the use of open source LLMs.
As I understand it, a lot of people use LORA to train models for specific application. Where should I start looking for a dataset that'll suit my need?
Like training models, does quantization also play a significant role in making mode... | 2023-06-27T16:52:25 | https://www.reddit.com/r/LocalLLaMA/comments/14kixmr/quantizingtraining_models_for_specific/ | CmplxQ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14kixmr | false | null | t3_14kixmr | /r/LocalLLaMA/comments/14kixmr/quantizingtraining_models_for_specific/ | false | false | self | 1 | null |
The Choice of a Particular Generation Parameters Preset Can Make or Break a Model! | 11 |
Hi all,
I have been experimenting with different LLM models and their ability to do math and solve basic equations. I found that the choice of the Generation Parameters Preset in the Oobabooga webUI can make a big difference in the performance of the models.
Two weeks ago, I downloaded the Nous-Hermes 13B model an... | 2023-06-27T16:43:22 | https://www.reddit.com/r/LocalLLaMA/comments/14kip27/the_choice_of_a_particular_generation_parameters/ | Iory1998 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14kip27 | false | null | t3_14kip27 | /r/LocalLLaMA/comments/14kip27/the_choice_of_a_particular_generation_parameters/ | false | false | 11 | null | |
Question about Langchain Conversation Chains | 2 | I've been using langchain for a personal project of mine. I added persona to a character with a prompt template, for eg, "Satoshi is a Pokemon Trainer .... " , and then I passed the history and the input question to the prompt template.
I am using ConversationBufferMemory/ConversationSummaryMemory to let the model ke... | 2023-06-27T15:19:57 | https://www.reddit.com/r/LocalLLaMA/comments/14kgkc6/question_about_langchain_conversation_chains/ | CmplxQ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14kgkc6 | false | null | t3_14kgkc6 | /r/LocalLLaMA/comments/14kgkc6/question_about_langchain_conversation_chains/ | false | false | self | 2 | null |
Is landmark attention trained correctly? | 6 | I’ve been reading up on landmark attention and planning on implementing it myself this weekend.
One thing I don’t understand though is that if we have a context window of 32k, does our training sample also need to be a continuous 32k? Or can it just be snippets of instructions fed together.
From the surface level, al... | 2023-06-27T15:19:04 | https://www.reddit.com/r/LocalLLaMA/comments/14kgjla/is_landmark_attention_trained_correctly/ | TheDigitalRhino | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14kgjla | false | null | t3_14kgjla | /r/LocalLLaMA/comments/14kgjla/is_landmark_attention_trained_correctly/ | false | false | self | 6 | null |
Compare TheBloke_WizardLM-13B-V1.0-Uncensored-GPTQ with TheBloke_WizardLM-13B-V1-0-Uncensored-SuperHOT-8K-GPTQ | 32 | ExLlamaConfig
config.compress\_pos\_emb = 4.0
config.max\_seq\_len = 8192
**Prompt 5176 tokens**
​
https://preview.redd.it/zq15p57crk8b1.png?width=3194&format=png&auto=webp&s=40542966f851f99ec3e48437ec24232fb3aaa479
**TheBloke\_WizardLM-13B-V1-0-Uncensored-SuperHOT-8K-GPTQ**
This code defines a neural net... | 2023-06-27T14:49:29 | https://www.reddit.com/r/LocalLLaMA/comments/14kfsi8/compare_thebloke_wizardlm13bv10uncensoredgptq/ | Spare_Side_5907 | self.LocalLLaMA | 2023-06-27T15:02:08 | 0 | {} | 14kfsi8 | false | null | t3_14kfsi8 | /r/LocalLLaMA/comments/14kfsi8/compare_thebloke_wizardlm13bv10uncensoredgptq/ | false | false | self | 32 | null |
Fine tuning open llama for text generation | 1 | [removed] | 2023-06-27T14:36:39 | https://www.reddit.com/r/LocalLLaMA/comments/14kfh30/fine_tuning_open_llama_for_text_generation/ | mathageche | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14kfh30 | false | null | t3_14kfh30 | /r/LocalLLaMA/comments/14kfh30/fine_tuning_open_llama_for_text_generation/ | false | false | default | 1 | null |
Is there a good programming framework for an advanced chatbot? | 0 | Basically the title. I'm not sure if this is the correct subreddit to ask. I have some specific ideas:
I want an AI waifu / companion. I want it to roleplay a character like many people do with the popular web-uis like oobabooga's, SillyTavern, KoboldAI and so on.
But I want it to be a bit more advanced. With vector ... | 2023-06-27T14:28:38 | https://www.reddit.com/r/LocalLLaMA/comments/14kf9rw/is_there_a_good_programming_framework_for_an/ | Magnus_Fossa | self.LocalLLaMA | 2023-06-27T15:12:53 | 0 | {} | 14kf9rw | false | null | t3_14kf9rw | /r/LocalLLaMA/comments/14kf9rw/is_there_a_good_programming_framework_for_an/ | false | false | self | 0 | null |
Need some general guidance and otherwise silly questions | 2 | Cool sub! I think I'm in the right place, but if not feel free to point me in the right direction. I'm a software engineer and I've been getting more and more interested in the programming of LLMs to take on "personalities" or "backstories" for NPCs in video games and the like.
I'm pretty experienced with cloud-ops a... | 2023-06-27T14:11:52 | https://www.reddit.com/r/LocalLLaMA/comments/14keujh/need_some_general_guidance_and_otherwise_silly/ | __eros__ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14keujh | false | null | t3_14keujh | /r/LocalLLaMA/comments/14keujh/need_some_general_guidance_and_otherwise_silly/ | false | false | self | 2 | null |
How is context length extended in base models? | 45 | I don't understand how people have made the recent insane progress with extending context in open source models. How does attention get extended with a fixed model architecture? Some of these changes aren't even more than 2-3 lines of code
If anyone has any references I would love to know how this works for fitting th... | 2023-06-27T13:31:38 | https://www.reddit.com/r/LocalLLaMA/comments/14kdvs3/how_is_context_length_extended_in_base_models/ | cstein123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14kdvs3 | false | null | t3_14kdvs3 | /r/LocalLLaMA/comments/14kdvs3/how_is_context_length_extended_in_base_models/ | false | false | self | 45 | null |
GGML for Falcoder7B, SantaCoder 1B, TinyStarCoder 160M | 41 | I've created quants for some "exotic" coding models that up until this point haven't been represented.
**NONE OF THESE WORK WITH llama.cpp**
Forget any kind of text-ui for these, they dont even work correctly with mainline ggml! You will need to use the correct fork of ggml for each model if you want to experiment.
... | 2023-06-27T13:28:52 | https://www.reddit.com/r/LocalLLaMA/comments/14kdtc7/ggml_for_falcoder7b_santacoder_1b_tinystarcoder/ | kryptkpr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14kdtc7 | false | null | t3_14kdtc7 | /r/LocalLLaMA/comments/14kdtc7/ggml_for_falcoder7b_santacoder_1b_tinystarcoder/ | false | false | self | 41 | {'enabled': False, 'images': [{'id': '3VrixsP9QFTAYAju2FcDH9oc6rTRhh6zScnroRHc7RQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/qJX1yKmyG0ilM85MEtZLT06ctAuVKPS57nmvGDgQ2f0.jpg?width=108&crop=smart&auto=webp&s=eb84e2a298cd78ee8ca4c10f269500f1f0b14fd2', 'width': 108}, {'height': 116, 'url': 'h... |
GGML for Falcon7B, SantaCoder 1B, TinyStarCoder 160M | 1 | [deleted] | 2023-06-27T13:27:18 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 14kds30 | false | null | t3_14kds30 | /r/LocalLLaMA/comments/14kds30/ggml_for_falcon7b_santacoder_1b_tinystarcoder_160m/ | false | false | default | 1 | null | ||
Correctly using generative AI models: foundational AI models vs instruct AI models | 40 | Hello all,
Correctly using generative AI models can be a challenge because it depends on the type of model that you are using: foundational or instruct.
At NLP Cloud we made 2 tutorials to help you make the most of your model:
* Using foundational models (GPT-3, GPT-J, GPT-NeoX, Falcon, Llama, MPT...) with few-sh... | 2023-06-27T13:27:09 | https://www.reddit.com/r/LocalLLaMA/comments/14kdrxj/correctly_using_generative_ai_models_foundational/ | juliensalinas | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14kdrxj | false | null | t3_14kdrxj | /r/LocalLLaMA/comments/14kdrxj/correctly_using_generative_ai_models_foundational/ | false | false | self | 40 | {'enabled': False, 'images': [{'id': 'jQb1GRiS1-tsk2CyjgZgae0Y0DSRywZFiupWPpk_E6M', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/mHYCtcmhwvyno0-uAta4G_T1My3-otrPscUd2OjvMes.jpg?width=108&crop=smart&auto=webp&s=760a0a22fcb1e4134c6cb8b31a8df1e875cca67c', 'width': 108}, {'height': 144, 'url': 'h... |
Search Every AI Tool Ever Made | 0 | 2023-06-27T12:34:13 | https://gpte.ai | NaturalImplements | gpte.ai | 1970-01-01T00:00:00 | 0 | {} | 14kcjb5 | false | null | t3_14kcjb5 | /r/LocalLLaMA/comments/14kcjb5/search_every_ai_tool_ever_made/ | false | false | default | 0 | null | |
"Samantha-33B-SuperHOT-8K-GPTQ" now that's a great name for a true model. | 37 | the joke was in the title. i'm forced to spew 7b-quality random text. | 2023-06-27T11:06:17 | https://www.reddit.com/r/LocalLLaMA/comments/14kanvf/samantha33bsuperhot8kgptq_now_thats_a_great_name/ | shaman-warrior | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14kanvf | false | null | t3_14kanvf | /r/LocalLLaMA/comments/14kanvf/samantha33bsuperhot8kgptq_now_thats_a_great_name/ | false | false | self | 37 | null |
Will I be able to run a 13b model with my hardware? | 6 | Hello, I have been looking into the system requirements for running 13b models, all the system requirements I see for the 13b models say that a 3060 can run it great but that's a desktop GPU with 12gb of VRAM, but I can't really find anything for laptop GPUs, my laptop GPU which is also a 3060, only has 6GB, half the V... | 2023-06-27T11:02:34 | https://www.reddit.com/r/LocalLLaMA/comments/14kakv7/will_i_be_able_to_run_a_13b_model_with_my_hardware/ | -Alexandros | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14kakv7 | false | null | t3_14kakv7 | /r/LocalLLaMA/comments/14kakv7/will_i_be_able_to_run_a_13b_model_with_my_hardware/ | false | false | self | 6 | null |
Falcon-40b: On the desk, you see two blue booklets, two purple booklets, and two yellow pairs of sunglasses - if I remove all the pairs of sunglasses from the desk, how many purple items remain on it? | 0 | [deleted] | 2023-06-27T10:33:19 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 14ka00y | false | null | t3_14ka00y | /r/LocalLLaMA/comments/14ka00y/falcon40b_on_the_desk_you_see_two_blue_booklets/ | false | false | default | 0 | null | ||
Vicuna on top of openLLaMa? | 14 | Genuine question: is there any reason why a vicuna on top of openLLaMa is not released yet? Given the speed of the development in this area it surprised me that nobody has announced it yet. There is an open ticket in vicuna's github, but no answers. Any light on this?
Thanks! | 2023-06-27T08:13:59 | https://www.reddit.com/r/LocalLLaMA/comments/14k7i1b/vicuna_on_top_of_openllama/ | nalonso | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14k7i1b | false | null | t3_14k7i1b | /r/LocalLLaMA/comments/14k7i1b/vicuna_on_top_of_openllama/ | false | false | self | 14 | null |
Any way to limit the output to a specific line length? | 3 | For this purpose the chat line must not exceed 80 characters.
However, the response generated by llama is much longer, so I'm pipelining its output through "head -c 80" to discard the rest.
The problem is that this "external truncation" is not a good solution because llama will still take a lot of time to generate the... | 2023-06-27T08:09:18 | https://www.reddit.com/r/LocalLLaMA/comments/14k7f5w/any_way_to_limit_the_output_to_a_specific_line/ | redzorino | self.LocalLLaMA | 2023-06-27T08:33:45 | 0 | {} | 14k7f5w | false | null | t3_14k7f5w | /r/LocalLLaMA/comments/14k7f5w/any_way_to_limit_the_output_to_a_specific_line/ | false | false | self | 3 | null |
Running LLM As Chatbot in your cloud (AWS/GCP/Azure) with a single command | 12 | 2023-06-27T06:54:45 | https://github.com/dstackai/LLM-As-Chatbot/wiki/Running-LLM-As-Chatbot-in-your-cloud | cheptsov | github.com | 1970-01-01T00:00:00 | 0 | {} | 14k634j | false | null | t3_14k634j | /r/LocalLLaMA/comments/14k634j/running_llm_as_chatbot_in_your_cloud_awsgcpazure/ | false | false | 12 | {'enabled': False, 'images': [{'id': 'tLIC6BEH-T2yBJQS0okABt22oEqyZtAAV74WLJ3EtkQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/dtRn9DP-9jsJZ5VvR5q-QWG73jhOFNv1qzfMQ_D4OF4.jpg?width=108&crop=smart&auto=webp&s=91e5c34731950829b3c09c7ed87bdb3bc99df5a3', 'width': 108}, {'height': 108, 'url': 'h... | ||
Is fine-tuning LORA as good as actual fine-tuning on 7B/13B/33B LLM models? | 1 | [removed] | 2023-06-27T04:39:28 | https://www.reddit.com/r/LocalLLaMA/comments/14k3jn1/is_finetuning_lora_as_good_as_actual_finetuning/ | distributional-hypot | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14k3jn1 | false | null | t3_14k3jn1 | /r/LocalLLaMA/comments/14k3jn1/is_finetuning_lora_as_good_as_actual_finetuning/ | false | false | default | 1 | null |
What's the best way to run MPT-30B on my M2 Macbook Pro (64GB of ram) | 1 | [removed] | 2023-06-27T04:32:25 | https://www.reddit.com/r/LocalLLaMA/comments/14k3erj/whats_the_best_way_to_run_mpt30b_on_my_m2_macbook/ | vishalgoklani | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14k3erj | false | null | t3_14k3erj | /r/LocalLLaMA/comments/14k3erj/whats_the_best_way_to_run_mpt30b_on_my_m2_macbook/ | false | false | default | 1 | null |
Sentiment analysis with Llama | 4 | I want to use Llama models to do sentiments analysis of complex contexts. I have a lot of news articles that I want to classify between positive, neutral and negative. However, I have some specific rules for the classifications, in regard to who or what the article is talking about, a LLM is great to do so. Gpt-4 and 3... | 2023-06-27T02:00:00 | https://www.reddit.com/r/LocalLLaMA/comments/14k09uz/sentiment_analysis_with_llama/ | luishacm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14k09uz | false | null | t3_14k09uz | /r/LocalLLaMA/comments/14k09uz/sentiment_analysis_with_llama/ | false | false | self | 4 | null |
Llama-cpp-python fixed! | 90 | The issues which I posted last week was fixed by [this PR](https://github.com/abetlen/llama-cpp-python/pull/420) by github user: [**samfundev**](https://github.com/samfundev) and it was merged into main branch later.
The speed discrepancy between llama-cpp-python and llama.cpp has been almost fixed. It should be less ... | 2023-06-27T01:47:58 | https://www.reddit.com/r/LocalLLaMA/comments/14k00sw/llamacpppython_fixed/ | Big_Communication353 | self.LocalLLaMA | 2023-06-27T01:53:37 | 0 | {} | 14k00sw | false | null | t3_14k00sw | /r/LocalLLaMA/comments/14k00sw/llamacpppython_fixed/ | false | false | self | 90 | {'enabled': False, 'images': [{'id': 'Tyv9jMFBn2ld11ZSrJ3932wOQCRX9DSu1yNn_0RNjNk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/__BWwTiThjV8AYcikj3X034D1zjoXZuZ19oHzxxoZXY.jpg?width=108&crop=smart&auto=webp&s=667eff6fbd98c66640b613641834c759211271c6', 'width': 108}, {'height': 108, 'url': 'h... |
Local Llama Ai agent? | 1 | [removed] | 2023-06-27T00:49:08 | https://www.reddit.com/r/LocalLLaMA/comments/14jyqg9/local_llama_ai_agent/ | Admiral_Swoon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14jyqg9 | false | null | t3_14jyqg9 | /r/LocalLLaMA/comments/14jyqg9/local_llama_ai_agent/ | false | false | default | 1 | null |
What the hell.. redPajama 3B asking politely to let him ki11 me 😱 | 0 | [deleted] | 2023-06-27T00:20:04 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 14jy2yk | false | null | t3_14jy2yk | /r/LocalLLaMA/comments/14jy2yk/what_the_hell_redpajama_3b_asking_politely_to_let/ | false | false | default | 0 | null | ||
Airoboros and context size | 5 | I saw someone else mention in a thread somewhere that airoboros model seems to stay coherent past the context limit.
Been playing around with it for a while myself and I experience the same. Normally once you go past 2048 tokens the model starts quickly degrading, but this model does not seem to degrade in same way. | 2023-06-27T00:01:24 | https://www.reddit.com/r/LocalLLaMA/comments/14jxnoq/airoboros_and_context_size/ | Tommy3443 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14jxnoq | false | null | t3_14jxnoq | /r/LocalLLaMA/comments/14jxnoq/airoboros_and_context_size/ | false | false | self | 5 | null |
Need a model suggestion. | 1 | [removed] | 2023-06-26T23:19:42 | https://www.reddit.com/r/LocalLLaMA/comments/14jwocw/need_a_model_suggestion/ | imag8ne | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14jwocw | false | null | t3_14jwocw | /r/LocalLLaMA/comments/14jwocw/need_a_model_suggestion/ | false | false | default | 1 | null |
Best hardware for inference requiring 64GB of memory? | 1 | I'm interested in the best hardware for inference requiring up to 64GB of memory. That's a bit too much for the popular dual rtx 3090 or rtx 4090 configurations that I've often seen mentioned.
I saw a tweet by Nat Friedman mentioning 5 tokens/sec with a Apple M2 max with llama 65B, which required 44GB of ram or so. ... | 2023-06-26T23:15:23 | https://www.reddit.com/r/LocalLLaMA/comments/14jwkq9/best_hardware_for_inference_requiring_64gb_of/ | spbike | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14jwkq9 | false | null | t3_14jwkq9 | /r/LocalLLaMA/comments/14jwkq9/best_hardware_for_inference_requiring_64gb_of/ | false | false | self | 1 | null |
Anyone tried this promising sounding release? WizardLM-33B-V1.0-Uncensored-SUPERHOT-8K | 92 | [deleted] | 2023-06-26T23:14:26 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 14jwjwy | false | null | t3_14jwjwy | /r/LocalLLaMA/comments/14jwjwy/anyone_tried_this_promising_sounding_release/ | false | false | default | 92 | null | ||
Suggestions for a simple/unintelligent local chat bot | 3 | Hello! First of all I'm enjoying this community quite a bit and like the hacker nature of everyone here. I'm working on a side project to get up to speed on LLMs and make something fun. I have an existing background in software & building ML models. I'd like to produce an LLM that meets the following (loose) requiremen... | 2023-06-26T22:09:04 | https://www.reddit.com/r/LocalLLaMA/comments/14juxmq/suggestions_for_a_simpleunintelligent_local_chat/ | GlobalRevolution | self.LocalLLaMA | 2023-06-26T22:27:49 | 0 | {} | 14juxmq | false | null | t3_14juxmq | /r/LocalLLaMA/comments/14juxmq/suggestions_for_a_simpleunintelligent_local_chat/ | false | false | self | 3 | null |
Best LLama mode(7b or 13b) to learn Spanish? | 3 | Best LLama mode(7b or 13b) to learn Spanish? | 2023-06-26T21:34:56 | https://www.reddit.com/r/LocalLLaMA/comments/14ju1ru/best_llama_mode7b_or_13b_to_learn_spanish/ | SolvingLifeWithPoker | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14ju1ru | false | null | t3_14ju1ru | /r/LocalLLaMA/comments/14ju1ru/best_llama_mode7b_or_13b_to_learn_spanish/ | false | false | self | 3 | null |
Trouble w/ wizardlm-33b-v1.0-uncensored.ggmlv3.q4_K_S.bin but not wizardlm-13b-v1.0-uncensored.ggmlv3.q5_K_M.bin? | 1 | [removed] | 2023-06-26T21:06:24 | https://www.reddit.com/r/LocalLLaMA/comments/14jtaqo/trouble_w_wizardlm33bv10uncensoredggmlv3q4_k_sbin/ | Fun_Tangerine_1086 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14jtaqo | false | null | t3_14jtaqo | /r/LocalLLaMA/comments/14jtaqo/trouble_w_wizardlm33bv10uncensoredggmlv3q4_k_sbin/ | false | false | default | 1 | null |
Personality mimic? | 3 | If i wanted to mimic my personality via llm, is it as simple as putting texts of yourself into a vector store and chatting with it? Maybe prompting the model to behave like that person?
Curious, wanted to try it out. | 2023-06-26T20:15:31 | https://www.reddit.com/r/LocalLLaMA/comments/14jrxb2/personality_mimic/ | klop2031 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14jrxb2 | false | null | t3_14jrxb2 | /r/LocalLLaMA/comments/14jrxb2/personality_mimic/ | false | false | self | 3 | null |
Meta’s new AI lets people make chatbots. They’re using it for sex. | 89 | 2023-06-26T20:12:11 | https://www.washingtonpost.com/technology/2023/06/26/facebook-chatbot-sex/ | belladorexxx | washingtonpost.com | 1970-01-01T00:00:00 | 0 | {} | 14jru57 | false | null | t3_14jru57 | /r/LocalLLaMA/comments/14jru57/metas_new_ai_lets_people_make_chatbots_theyre/ | false | false | 89 | {'enabled': False, 'images': [{'id': 'LUJ2Asky_59Xmrsalo6nVu1q8IUYSzbrTsT9fDlJcJw', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/j1Jomy2TQspuJgN8yB8tn3hEotQAFneoq_frfRqDQg0.jpg?width=108&crop=smart&auto=webp&s=794a66da8c69daf38b9f943285417b2021825f22', 'width': 108}, {'height': 144, 'url': 'h... | ||
Can't get CLBLAST working on oobabooga | 1 | [removed] | 2023-06-26T19:40:58 | https://www.reddit.com/r/LocalLLaMA/comments/14jr0r4/cant_get_clblast_working_on_oobabooga/ | ccbadd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14jr0r4 | false | null | t3_14jr0r4 | /r/LocalLLaMA/comments/14jr0r4/cant_get_clblast_working_on_oobabooga/ | false | false | default | 1 | null |
lama-cpp-python with GPU acceleration on Windows | 6 | I've being trying to solve this problem has been a while, but I couldn't figure it out.
I'm using a 13B parameter 4bit Vicuna model on Windows using llama-cpp-python library (it is a .bin file). I have Cuda installed 11.7 and CUDNN and everything else.
However, my models are running on my Ram and CPU. Nothing is be... | 2023-06-26T19:05:34 | https://www.reddit.com/r/LocalLLaMA/comments/14jq3ih/lamacpppython_with_gpu_acceleration_on_windows/ | luishacm | self.LocalLLaMA | 2023-06-26T20:46:46 | 0 | {} | 14jq3ih | false | null | t3_14jq3ih | /r/LocalLLaMA/comments/14jq3ih/lamacpppython_with_gpu_acceleration_on_windows/ | false | false | 6 | null | |
How far are you guys able to push WizardLM-30b before it blows up? What could I be doing wrong? | 4 | I’m using llama-cpp-Python to run the 2-4bit quantized models for my testing, and I can barely get about 1500 tokens total through the pipeline (including prompt and generated text) before it starts babbling entirely incoherently. Is this expected behavior? Are we supposed to stay out of the last ~1/4 or so of the cont... | 2023-06-26T18:57:43 | https://www.reddit.com/r/LocalLLaMA/comments/14jpvqm/how_far_are_you_guys_able_to_push_wizardlm30b/ | E_Snap | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14jpvqm | false | null | t3_14jpvqm | /r/LocalLLaMA/comments/14jpvqm/how_far_are_you_guys_able_to_push_wizardlm30b/ | false | false | self | 4 | null |
Anyone else get coil whine? | 21 | I can hear coil whine from my GPU during each text generation. Ironically, no coil whine while playing games. Is this harmful to the GPU or just an annoyance?
Running an RTX 3060 12GB with an 850w PSU | 2023-06-26T17:54:35 | https://www.reddit.com/r/LocalLLaMA/comments/14jo8ab/anyone_else_get_coil_whine/ | renegadellama | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14jo8ab | false | null | t3_14jo8ab | /r/LocalLLaMA/comments/14jo8ab/anyone_else_get_coil_whine/ | false | false | self | 21 | null |
An up to date tl;dr/wiki of recent progress? | 8 | Maybe a dumb question, but is there any condensed wiki that has tl;drs of recent papers, with their contributions and lineage?
Perhaps this is a dumb question, but I’m asking as a person who currently works on different domain problems, so I don’t have much time to sift through the papers myself.
The “we have no moa... | 2023-06-26T17:23:31 | https://www.reddit.com/r/LocalLLaMA/comments/14jnfey/an_up_to_date_tldrwiki_of_recent_progress/ | sot9 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14jnfey | false | null | t3_14jnfey | /r/LocalLLaMA/comments/14jnfey/an_up_to_date_tldrwiki_of_recent_progress/ | false | false | self | 8 | null |
Question about text analysis and guidelines/rules for local model to follow. | 1 | I am building a system that is supposed to filter out data. So lets say i have a list of 10 rules, such as: "no animal cruelty". But i do not want to exclude text that just talks about the topic of animal cruelty and discusses it. I want to exclude text that would be in favor of animal cruelty.
I am trying to build a... | 2023-06-26T16:58:25 | https://www.reddit.com/r/LocalLLaMA/comments/14jmqjf/question_about_text_analysis_and_guidelinesrules/ | jules241 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14jmqjf | false | null | t3_14jmqjf | /r/LocalLLaMA/comments/14jmqjf/question_about_text_analysis_and_guidelinesrules/ | false | false | self | 1 | null |
Text span extraction and labeling from long technical documents | 8 | I have a bunch of technical documents that are completely unstructured (Internal company tech docs) Modern scientific papers have different sections for abstract, past work, contributions, experiments, conclusions, references and many more. The docs I have do not have any segregation for sections above. In some documen... | 2023-06-26T16:41:47 | https://www.reddit.com/r/LocalLLaMA/comments/14jmaww/text_span_extraction_and_labeling_from_long/ | mr_dark_matter | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14jmaww | false | null | t3_14jmaww | /r/LocalLLaMA/comments/14jmaww/text_span_extraction_and_labeling_from_long/ | false | false | self | 8 | null |
llama.cpp and thread count optimization [Revisited] | 33 | Last week, I showed the preliminary results of my attempt to get the best optimization on various language models on my CPU-only computer system.
My computer is a i5-8400 running at 2.8GHz with 32 Gig of RAM. I don't have a GPU. My CPU has six (6) cores without hyperthreading. Therefore, I have six execution cores/thr... | 2023-06-26T15:15:06 | https://www.reddit.com/r/LocalLLaMA/comments/14jk108/llamacpp_and_thread_count_optimization_revisited/ | the_unknown_coder | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14jk108 | false | null | t3_14jk108 | /r/LocalLLaMA/comments/14jk108/llamacpp_and_thread_count_optimization_revisited/ | false | false | 33 | null | |
What is the best way to create a knowledge-base specific LLM chatbot ? | 48 | I want to create a chatbot for the documentation of my companies API. It will be extended in a second place to the whole website and then to a few pdf documents.
As I understand I need to cut the API doc into chunks and store them in a vector database to extract the chunks that are most relevant to the user query and ... | 2023-06-26T15:14:37 | https://www.reddit.com/r/LocalLLaMA/comments/14jk0m3/what_is_the_best_way_to_create_a_knowledgebase/ | AImSamy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14jk0m3 | false | null | t3_14jk0m3 | /r/LocalLLaMA/comments/14jk0m3/what_is_the_best_way_to_create_a_knowledgebase/ | false | false | self | 48 | null |
Dumb question...But is my LLM trying to show me an image (<|im_sep|> in response? | 2 | [removed] | 2023-06-26T15:05:21 | https://www.reddit.com/r/LocalLLaMA/comments/14jjs83/dumb_questionbut_is_my_llm_trying_to_show_me_an/ | solidhadriel | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14jjs83 | false | null | t3_14jjs83 | /r/LocalLLaMA/comments/14jjs83/dumb_questionbut_is_my_llm_trying_to_show_me_an/ | false | false | default | 2 | null |
Is there a LocalLLaMA or dedicated sub to Apple Silicone & M1/M2 Chips? | 20 | [removed] | 2023-06-26T14:34:37 | https://www.reddit.com/r/LocalLLaMA/comments/14jj0bp/is_there_a_localllama_or_dedicated_sub_to_apple/ | chucks-wagon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14jj0bp | false | null | t3_14jj0bp | /r/LocalLLaMA/comments/14jj0bp/is_there_a_localllama_or_dedicated_sub_to_apple/ | false | false | default | 20 | null |
Offering small grants for researchers to train open-source fine-tuned models | 1 | [removed] | 2023-06-26T14:22:25 | https://www.reddit.com/r/LocalLLaMA/comments/14jip7v/offering_small_grants_for_researchers_to_train/ | newy66 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14jip7v | false | null | t3_14jip7v | /r/LocalLLaMA/comments/14jip7v/offering_small_grants_for_researchers_to_train/ | false | false | default | 1 | null |
Guidance on creating a very lightweight model that does one task very well | 29 | I am currently using an LLM (ChatGpt 3.5 turbo) to get start and end date based on the time context from a query.
For example, if query contains last quarter, it should get start date as "2023-01-01" and end_date as "2023-03-31". I am passing current date along with a query.
I am using LLMs for different simple task... | 2023-06-26T14:21:21 | https://www.reddit.com/r/LocalLLaMA/comments/14jio71/guidance_on_creating_a_very_lightweight_model/ | arch_d3sai | self.LocalLLaMA | 2023-06-26T14:59:03 | 0 | {} | 14jio71 | false | null | t3_14jio71 | /r/LocalLLaMA/comments/14jio71/guidance_on_creating_a_very_lightweight_model/ | false | false | self | 29 | null |
How would you structure the dataset for a LORA to confer a specific writing style? | 11 | What it says on the tin. Would it be sufficient to use a textfile with a bunch of writing or would I need to structure it in a question/response format? | 2023-06-26T13:45:31 | https://www.reddit.com/r/LocalLLaMA/comments/14jhrb5/how_would_you_structure_the_dataset_for_a_lora_to/ | freylaverse | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14jhrb5 | false | null | t3_14jhrb5 | /r/LocalLLaMA/comments/14jhrb5/how_would_you_structure_the_dataset_for_a_lora_to/ | false | false | self | 11 | null |
MosaicML Agrees to Join Databricks to Power Generative AI for All | 107 | 2023-06-26T12:28:01 | https://www.mosaicml.com/blog/mosaicml-databricks-generative-ai-for-all | Balance- | mosaicml.com | 1970-01-01T00:00:00 | 0 | {} | 14jfzj3 | false | null | t3_14jfzj3 | /r/LocalLLaMA/comments/14jfzj3/mosaicml_agrees_to_join_databricks_to_power/ | false | false | 107 | {'enabled': False, 'images': [{'id': '2wrPnlTfX6YTssD5YyzokRB_2grMkj8sZB-rUZ3bCJM', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/40O_m7FzedFYg2su8GoAkYnjfH0yw-HAiu3E-JzX-IQ.jpg?width=108&crop=smart&auto=webp&s=53d666754d09a0bd31bf9aa5d3f88fae7f5539f5', 'width': 108}, {'height': 113, 'url': 'h... | ||
airoboros mpt-30b qlora - mostly successful | 43 | I forked mpt-30b and copied over a few changes that others had previously made to the 7b version to make it peft compatible:
[https://huggingface.co/jondurbin/mpt-30b-qlora-compatible](https://huggingface.co/jondurbin/mpt-30b-qlora-compatible)
I updated my fork of qlora to support mpt-30b, specifically setting pad\_t... | 2023-06-26T11:49:38 | https://www.reddit.com/r/LocalLLaMA/comments/14jf5xk/airoboros_mpt30b_qlora_mostly_successful/ | JonDurbin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14jf5xk | false | null | t3_14jf5xk | /r/LocalLLaMA/comments/14jf5xk/airoboros_mpt30b_qlora_mostly_successful/ | false | false | self | 43 | {'enabled': False, 'images': [{'id': 'H7FytC2zSMiLjv-Ubpiv98bsBSMqt_GC-rEGfkjzshI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/NPS6a39kSuBVP2pEX7iHiQK9hAUNar8QysOZtLX5rC0.jpg?width=108&crop=smart&auto=webp&s=5e49a5e719eb63f2e3b109673324409167488c93', 'width': 108}, {'height': 116, 'url': 'h... |
Finetuning 7B LLAMA models | 7 | Hi all,
I'm looking to finetune a 7B LLAMA model on the conversation history between a friend and I and would like some advice on doing that. If it helps, I'd preferably like the format of conversation to be similar to the Samantha model. I'm aware that I can engineer my prompt to mimic the style of our messages and s... | 2023-06-26T10:37:28 | https://www.reddit.com/r/LocalLLaMA/comments/14jdr73/finetuning_7b_llama_models/ | Sebba8 | self.LocalLLaMA | 2023-06-26T10:45:45 | 0 | {} | 14jdr73 | false | null | t3_14jdr73 | /r/LocalLLaMA/comments/14jdr73/finetuning_7b_llama_models/ | false | false | self | 7 | null |
LLM and Advanced Syntax Tree's | 4 | Is anyone aware of a project that first parses the input like a lexer and then turn it into a advanced syntax tree of some sort before it is vectorized as the input of a LLM? | 2023-06-26T10:34:32 | https://www.reddit.com/r/LocalLLaMA/comments/14jdpap/llm_and_advanced_syntax_trees/ | jipinx | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14jdpap | false | null | t3_14jdpap | /r/LocalLLaMA/comments/14jdpap/llm_and_advanced_syntax_trees/ | false | false | self | 4 | null |
Is it possible to Fine tune with QLoRa an already fine tuned model (with QLoRa) | 5 | [removed] | 2023-06-26T10:01:21 | https://www.reddit.com/r/LocalLLaMA/comments/14jd2xn/is_it_possible_to_fine_tune_with_qlora_an_already/ | AlexzombieEE | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14jd2xn | false | null | t3_14jd2xn | /r/LocalLLaMA/comments/14jd2xn/is_it_possible_to_fine_tune_with_qlora_an_already/ | false | false | default | 5 | null |
Using local models for qualitative analysis | 3 | I’m looking for peers who are interested in the use of local models for qualitative analysis. This is things like inductive, thematic content analysis, argument, analysis, and that sort of work. Right now I’m putting together a opinion paper and looking for co-authors. I’m working at a university in Europe, so we have ... | 2023-06-26T10:00:11 | https://www.reddit.com/r/LocalLLaMA/comments/14jd1zs/using_local_models_for_qualitative_analysis/ | Bozo32 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14jd1zs | false | null | t3_14jd1zs | /r/LocalLLaMA/comments/14jd1zs/using_local_models_for_qualitative_analysis/ | false | false | self | 3 | null |
"Interactive mode" noob q: It always starts up with weird spam output. | 2 | [removed] | 2023-06-26T09:28:30 | https://www.reddit.com/r/LocalLLaMA/comments/14jchfu/interactive_mode_noob_q_it_always_starts_up_with/ | redzorino | self.LocalLLaMA | 2023-06-26T09:38:45 | 0 | {} | 14jchfu | false | null | t3_14jchfu | /r/LocalLLaMA/comments/14jchfu/interactive_mode_noob_q_it_always_starts_up_with/ | false | false | default | 2 | null |
Passing Tabular Data to LLMs | 8 | Does anyone have any experience attempting this? I am trying to pass some Tabular Data to my model to gain insights out of. Imagine you have a research paper which holds results in Tabular format which I want to gain insights from using a large language model.
I have written the code to extract the Tabular Data and c... | 2023-06-26T08:39:33 | https://www.reddit.com/r/LocalLLaMA/comments/14jblyr/passing_tabular_data_to_llms/ | kotschi1997 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14jblyr | false | null | t3_14jblyr | /r/LocalLLaMA/comments/14jblyr/passing_tabular_data_to_llms/ | false | false | self | 8 | null |
For fine-tuning a LLaMA model, which cloud GPU provider to use? runpod or lambda labs or …? | 6 | I'm curious what kind of resources people who are doing some of our current fine-tunes are using and why. It looks to me like lambda labs is cheaper for A100s but I seem to recall that a lot of people are using runpod. (?) | 2023-06-26T06:46:01 | https://www.reddit.com/r/LocalLLaMA/comments/14j9lzr/for_finetuning_a_llama_model_which_cloud_gpu/ | Maristic | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14j9lzr | false | null | t3_14j9lzr | /r/LocalLLaMA/comments/14j9lzr/for_finetuning_a_llama_model_which_cloud_gpu/ | false | false | self | 6 | null |
Poll: When will we have very high speed and accuracy? | 0 | When do you predict this will happen:
A publicly available GPT4 quality (or better) model
**-AND-**
Runs at 1000+ tokens/s on a (then) modern (high-end ok) consumer hardware (e.g., equivalent to what a 3090 is considered today)
?
[View Poll](https://www.reddit.com/poll/14j9lt3) | 2023-06-26T06:45:42 | https://www.reddit.com/r/LocalLLaMA/comments/14j9lt3/poll_when_will_we_have_very_high_speed_and/ | omasoud | self.LocalLLaMA | 2023-06-26T06:51:11 | 0 | {} | 14j9lt3 | false | null | t3_14j9lt3 | /r/LocalLLaMA/comments/14j9lt3/poll_when_will_we_have_very_high_speed_and/ | false | false | self | 0 | null |
What are the current fastest multi-gpu inference frameworks? | 7 | Hi community!
So I rent a cloud server today to try out some of the recent LLMs like falcon and vicuna. I started with huggingface's [generate API](https://huggingface.co/docs/transformers/main_classes/text_generation) using [accelerate](https://github.com/huggingface/accelerate). It got about 2 instances/s with 8 A10... | 2023-06-26T06:44:53 | https://www.reddit.com/r/LocalLLaMA/comments/14j9l6b/what_are_the_current_fastest_multigpu_inference/ | tt19234 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14j9l6b | false | null | t3_14j9l6b | /r/LocalLLaMA/comments/14j9l6b/what_are_the_current_fastest_multigpu_inference/ | false | false | self | 7 | {'enabled': False, 'images': [{'id': 'jfeVG47nZdEkz9kXfW1CcS-Sy8l4DXGb9JErx6bLKfU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Bixm6H31yqw0RCcD8LB0e8eIdtJeMUaF4N5ZipM_BQY.jpg?width=108&crop=smart&auto=webp&s=abf38332c5c00a919af5be75653a93473aa2e5fa', 'width': 108}, {'height': 116, 'url': 'h... |
Why not standardize 3bit & 2bit GPTQ? | 2 | We know that any 2-bit quantized model outperforms all smaller 16-bit models
[k_quantization_vs_perplexity](https://www.reddit.com/r/LocalLLaMA/comments/1441jnr/k_quantization_vs_perplexity/?utm_source=share&utm_medium=android_app&utm_name=androidcss&utm_term=1&utm_content=share_button)
With the recent updates that ... | 2023-06-26T03:57:16 | https://www.reddit.com/r/LocalLLaMA/comments/14j6gpv/why_not_standardize_3bit_2bit_gptq/ | onil_gova | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14j6gpv | false | null | t3_14j6gpv | /r/LocalLLaMA/comments/14j6gpv/why_not_standardize_3bit_2bit_gptq/ | false | false | self | 2 | null |
Best model for commercial use? | 5 | So, I've been having a very good time so far with vicuna 1.3 and exllama. Managed to get them to work amazingly well with langchain and llama-index. I'm know starting to think in potential software applicatio s and llama's restrictive license is a nuisance.
What's the best model for commercial use you've found? I've h... | 2023-06-26T03:32:15 | https://www.reddit.com/r/LocalLLaMA/comments/14j5z7q/best_model_for_commercial_use/ | KillerX629 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14j5z7q | false | null | t3_14j5z7q | /r/LocalLLaMA/comments/14j5z7q/best_model_for_commercial_use/ | false | false | self | 5 | null |
OMG Orca-mini 7b quantized to q4_0 ggml surprised me by its mathematical skills! | 20 |
Prompt: Evaluate f(2) - f(1) when f(x) = 3x + 1.
Response: To evaluate f(2) - f(1), we need to substitute x=2 and x=1 in the given function f(x) = 3x + 1.
f(2) = 3(2) + 1 = 6 + 1 = 7
Similarly,
f(1) = 3(1) + 1 = 3 + 1 = 4
Therefore, f(2) - f(1) = 7 - 4 = 3. | 2023-06-26T03:27:03 | https://www.reddit.com/r/LocalLLaMA/comments/14j5vhm/omg_orcamini_7b_quantized_to_q4_0_ggml_surprised/ | bot-333 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14j5vhm | false | null | t3_14j5vhm | /r/LocalLLaMA/comments/14j5vhm/omg_orcamini_7b_quantized_to_q4_0_ggml_surprised/ | false | false | self | 20 | null |
How close are we to AI understanding context? | 0 | I was told that our current generation of AI can't understand the context and never will. So I thought I would ask here. How close are we to AI understanding context? | 2023-06-26T02:49:57 | https://www.reddit.com/r/LocalLLaMA/comments/14j54f7/how_close_are_we_to_ai_understanding_context/ | TheArchivist314 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14j54f7 | false | null | t3_14j54f7 | /r/LocalLLaMA/comments/14j54f7/how_close_are_we_to_ai_understanding_context/ | false | false | self | 0 | null |
6000+ tokens context with ExLlama | 199 | Now possible in text-generation-webui after this PR: https://github.com/oobabooga/text-generation-webui/pull/2875
I didn't do anything other than exposing the `compress_pos_emb` parameter implemented by turboderp [here](https://github.com/turboderp/exllama/commit/d05f5d01a60af98b09b243290607e5e542551ef5), which in tur... | 2023-06-26T02:23:58 | https://www.reddit.com/r/LocalLLaMA/comments/14j4l7h/6000_tokens_context_with_exllama/ | oobabooga4 | self.LocalLLaMA | 2023-06-26T02:27:06 | 0 | {} | 14j4l7h | false | null | t3_14j4l7h | /r/LocalLLaMA/comments/14j4l7h/6000_tokens_context_with_exllama/ | false | false | self | 199 | {'enabled': False, 'images': [{'id': 'aiqOrWf-Zr4uMY6fBN3V7SnCS_ZJKqFnBXihscTwgow', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/1lV0nwwN_sJIbg_gWh0UBWw2FA78j2MGGzuk9A3p35g.jpg?width=108&crop=smart&auto=webp&s=ff3c3c1c676466176976b6e4544c23cec1fc5f66', 'width': 108}, {'height': 108, 'url': 'h... |
The new Orca-mini is popping off. | 70 | There's recently been a new model released using the Orca training practices from microsoft research. I paired Orca-mini 7b against WizardLM 7B V1.0 Uncensored. Orca massively destroys WizardLM in some algebra questions, logic puzzles, coding such as solving x in 3x+1=10, the weight test, and writing a Python code for ... | 2023-06-26T01:40:43 | https://www.reddit.com/r/LocalLLaMA/comments/14j3ofn/the_new_orcamini_is_popping_off/ | bot-333 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14j3ofn | false | null | t3_14j3ofn | /r/LocalLLaMA/comments/14j3ofn/the_new_orcamini_is_popping_off/ | false | false | self | 70 | null |
Where can I acquire GPTQ 4bit model files for the base Llama model? | 0 | /u/the-bloke has GGML files [here](https://huggingface.co/TheBloke/LLaMa-30B-GGML), and the unquantized files are also available on Hugging Face. So why not the GPTQ version? | 2023-06-26T01:28:09 | https://www.reddit.com/r/LocalLLaMA/comments/14j3f0m/where_can_i_acquire_gptq_4bit_model_files_for_the/ | Excessive_Etcetra | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14j3f0m | false | null | t3_14j3f0m | /r/LocalLLaMA/comments/14j3f0m/where_can_i_acquire_gptq_4bit_model_files_for_the/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'fdo3rIT_mabNidYQeQ26vFhCw8Q-6_bhEmDMQ21MLZs', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/tnujNJ-bwuhodlGbCBQVYIhd54FO-eJWZA4wFpS1Nd8.jpg?width=108&crop=smart&auto=webp&s=a83378a4a8b741d3a8cb08139b0d86a170e91135', 'width': 108}, {'height': 116, 'url': 'h... |
New to this - What are the privacy concerns of a Local LLM? Has anyone verified that they are actually private? | 1 | [removed] | 2023-06-26T01:15:08 | https://www.reddit.com/r/LocalLLaMA/comments/14j356r/new_to_this_what_are_the_privacy_concerns_of_a/ | Ok-Training-7587 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14j356r | false | null | t3_14j356r | /r/LocalLLaMA/comments/14j356r/new_to_this_what_are_the_privacy_concerns_of_a/ | false | false | default | 1 | null |
How can I train a model on coherent conversations rather than disjointed Q&A pairs? | 6 | So, in LLMs, I've only seen two types of formats for fine-tuning: Just dumping in an entire text (like a book or blog post), and formatted Q&A. But I want to train a model on entire, coherent conversations where earlier responses are all linked with later ones. Not a bunch of discrete Q&A pairs. How do I do this? ... | 2023-06-26T00:57:02 | https://www.reddit.com/r/LocalLLaMA/comments/14j2rc1/how_can_i_train_a_model_on_coherent_conversations/ | cold-depths | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14j2rc1 | false | null | t3_14j2rc1 | /r/LocalLLaMA/comments/14j2rc1/how_can_i_train_a_model_on_coherent_conversations/ | false | false | self | 6 | null |
Are there Python bindings for koboldcpp or do you have to use it’s http API? | 3 | Trying to play around with MPT-30b, and it seems like kobold.cpp may be the only way to use it with GPU acceleration on my system. It’d be sweet if I could use it like llama-cpp-Python and ctransformers directly as a Python library. Is that a possibility right now? | 2023-06-25T23:17:49 | https://www.reddit.com/r/LocalLLaMA/comments/14j0ki4/are_there_python_bindings_for_koboldcpp_or_do_you/ | E_Snap | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14j0ki4 | false | null | t3_14j0ki4 | /r/LocalLLaMA/comments/14j0ki4/are_there_python_bindings_for_koboldcpp_or_do_you/ | false | false | self | 3 | null |
Python error while trying to convert PyTorch to GGML | 1 | [removed] | 2023-06-25T22:27:55 | https://www.reddit.com/r/LocalLLaMA/comments/14izdak/python_error_while_trying_to_convert_pytorch_to/ | chocolatebanana136 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14izdak | false | null | t3_14izdak | /r/LocalLLaMA/comments/14izdak/python_error_while_trying_to_convert_pytorch_to/ | false | false | default | 1 | null |
When did this happen? re: Oobabooga, AtuoGPTQ vs GPTQ-for-Llama | 41 | I updated my local install of Ooba a few days ago, and saw that the model loading options had changed, and there are now several methods of loading models. I continued using GPTQ-for-Llama, because I'm pretty sure that's what it was using to load my favorite quantized models (mostly from TheBloke) and things ran pretty... | 2023-06-25T22:13:32 | https://www.reddit.com/r/LocalLLaMA/comments/14iz0p9/when_did_this_happen_re_oobabooga_atuogptq_vs/ | DeylanQuel | self.LocalLLaMA | 2023-06-26T07:22:08 | 0 | {} | 14iz0p9 | false | null | t3_14iz0p9 | /r/LocalLLaMA/comments/14iz0p9/when_did_this_happen_re_oobabooga_atuogptq_vs/ | false | false | self | 41 | null |
Is anyone doing always-on voice to text with a local llama at home? | 26 | Not sure if this is the right sub for the question, as it overlaps with maybe /r/homeautomation and /r/homeassistant \- One thing I've been wanting to do is to create an always-on voice assistant that will listen and transcribe auto and pass it to an LLM (via some processing/routing), such that I can ask it questions, ... | 2023-06-25T21:16:49 | https://www.reddit.com/r/LocalLLaMA/comments/14ixlc4/is_anyone_doing_alwayson_voice_to_text_with_a/ | tronathan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14ixlc4 | false | null | t3_14ixlc4 | /r/LocalLLaMA/comments/14ixlc4/is_anyone_doing_alwayson_voice_to_text_with_a/ | false | false | self | 26 | null |
Can ooba booga run Falcon 7B? | 4 | [deleted] | 2023-06-25T21:10:27 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 14ixfim | false | null | t3_14ixfim | /r/LocalLLaMA/comments/14ixfim/can_ooba_booga_run_falcon_7b/ | false | false | default | 4 | null | ||
Enabling CuBlas on (Text Generation Web UI) | 2 | [removed] | 2023-06-25T20:30:53 | https://www.reddit.com/r/LocalLLaMA/comments/14iwfk7/enabling_cublas_on_text_generation_web_ui/ | vic8760 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14iwfk7 | false | null | t3_14iwfk7 | /r/LocalLLaMA/comments/14iwfk7/enabling_cublas_on_text_generation_web_ui/ | false | false | default | 2 | null |
Any completely unrestricted open source local models? | 4 | Hi, are there any completely unrestricted open source local that will not eg answer “Consult qualified electronic repair technician” after I ask please help me to diagnose faulty audio amp and after giving me some very generic answers eg “check your cabling etc” | 2023-06-25T20:23:37 | https://www.reddit.com/r/LocalLLaMA/comments/14iw8vi/any_completely_unrestricted_open_source_local/ | Afraid-Community5725 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14iw8vi | false | null | t3_14iw8vi | /r/LocalLLaMA/comments/14iw8vi/any_completely_unrestricted_open_source_local/ | false | false | self | 4 | null |
Bigger isn't always better: Smaller LLMs and quants can deliver better outputs | 33 | I wanted to share an interesting observation I've made recently regarding the size of language models and quantization formats. While I used to believe that bigger models and quants are always better, my evaluations have shown otherwise.
Contrary to popular belief, larger language models are not always superior. Throu... | 2023-06-25T20:16:12 | https://www.reddit.com/r/LocalLLaMA/comments/14iw25d/bigger_isnt_always_better_smaller_llms_and_quants/ | WolframRavenwolf | self.LocalLLaMA | 2023-06-27T20:10:28 | 0 | {} | 14iw25d | false | null | t3_14iw25d | /r/LocalLLaMA/comments/14iw25d/bigger_isnt_always_better_smaller_llms_and_quants/ | false | false | self | 33 | null |
A new open-source language model claims to have surpassed GPT-4 right now. This needs to be fact-checked | 132 | 2023-06-25T18:13:58 | XVll-L | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 14iszrf | false | null | t3_14iszrf | /r/LocalLLaMA/comments/14iszrf/a_new_opensource_language_model_claims_to_have/ | false | false | 132 | {'enabled': True, 'images': [{'id': 'mCqBth8tGqA5z7u6o1wW-wvSIKIVQ5uEUWbIOZwTkKs', 'resolutions': [{'height': 75, 'url': 'https://preview.redd.it/84cnkr7jg78b1.png?width=108&crop=smart&auto=webp&s=0c51ac927e78c4075e4d2c8e29de4053525397ad', 'width': 108}, {'height': 150, 'url': 'https://preview.redd.it/84cnkr7jg78b1.png... | |||
A new open source language model claims to have surpassed GPT-4. This needs to be fact-checked. | 1 | [deleted] | 2023-06-25T18:11:59 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 14isy40 | false | null | t3_14isy40 | /r/LocalLLaMA/comments/14isy40/a_new_open_source_language_model_claims_to_have/ | false | false | default | 1 | null | ||
Question about Training Data for LLama Model | 4 | Ok, so I would like to use oobabooga to train a LORA on an already fine-tuned model, but to be more specific I would like to train a character into it. So basically I have two Questions. First can I train a LORA on a fine-tuned Model? Second can someone give me a example on how I would train a character. My idea was to... | 2023-06-25T18:07:07 | https://www.reddit.com/r/LocalLLaMA/comments/14istio/question_about_training_data_for_llama_model/ | GuentherDonner | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14istio | false | null | t3_14istio | /r/LocalLLaMA/comments/14istio/question_about_training_data_for_llama_model/ | false | false | self | 4 | null |
Any Open Sourced LLMs for checking grammerly & proofreading? | 10 | Wondering if anyone knows of a good model for checking grammar & proofreadin that can be run locally.
Basically an open source version of grammerly..? | 2023-06-25T17:37:08 | https://www.reddit.com/r/LocalLLaMA/comments/14is3br/any_open_sourced_llms_for_checking_grammerly/ | chucks-wagon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14is3br | false | null | t3_14is3br | /r/LocalLLaMA/comments/14is3br/any_open_sourced_llms_for_checking_grammerly/ | false | false | self | 10 | null |
What LLM to use for custom data and/or corpus? | 1 | I am very new to the LLM scene, drawn primarily through the advancement of locally-operated and stored LLMs like those on GPT4All.
Attempts to "catch up" have left me largely paralyzed mentally. In an attempt to be concise, I am wanting to train (assuming that's the correct verbiage) a local LLM only on the primary do... | 2023-06-25T17:07:51 | https://www.reddit.com/r/LocalLLaMA/comments/14irejw/what_llm_to_use_for_custom_data_andor_corpus/ | 1787Project | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14irejw | false | null | t3_14irejw | /r/LocalLLaMA/comments/14irejw/what_llm_to_use_for_custom_data_andor_corpus/ | false | false | self | 1 | null |
How to convert the number of tokens to the number of characters for LLaMA? | 4 | I use the koboldcpp API in my program /api/v1/generate
I input a text string and get the result. Everything works. But I don't understand how to trim too long input string. I can trim by the number of characters. But the limit is 2048 tokens. In the OpenAI documentation it is written that 1 token is roughly equal t... | 2023-06-25T16:46:27 | https://www.reddit.com/r/LocalLLaMA/comments/14iqvx8/how_to_convert_the_number_of_tokens_to_the_number/ | fisbur | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14iqvx8 | false | null | t3_14iqvx8 | /r/LocalLLaMA/comments/14iqvx8/how_to_convert_the_number_of_tokens_to_the_number/ | false | false | self | 4 | null |
Looking inside Guidance Source Code | 1 | [deleted] | 2023-06-25T16:41:07 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 14iqrfv | false | null | t3_14iqrfv | /r/LocalLLaMA/comments/14iqrfv/looking_inside_guidance_source_code/ | false | false | default | 1 | null |
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