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When to use open source model instead of ChatGPT? | 1 | I'm trying to create an LLM project that for each request would have around 20k token input and 5k token output. The service is expected to handle around 20k requests a day.
How do you decide to use open source model or ChatGPT for this project? Are there any rule of thumb for this? | 2023-11-08T17:58:19 | https://www.reddit.com/r/LocalLLaMA/comments/17qretz/when_to_use_open_source_model_instead_of_chatgpt/ | Classic-Lawfulness12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qretz | false | null | t3_17qretz | /r/LocalLLaMA/comments/17qretz/when_to_use_open_source_model_instead_of_chatgpt/ | false | false | self | 1 | null |
When to use open source model instead of ChatGPT? | 1 | I'm trying to create an LLM project that for each request would have around 20k token input and 5k token output. The service is expected to handle around 20k requests a day.
How do you decide to use open source model or ChatGPT for this project? Are there any rule of thumb for this? | 2023-11-08T17:58:18 | https://www.reddit.com/r/LocalLLaMA/comments/17qretp/when_to_use_open_source_model_instead_of_chatgpt/ | Classic-Lawfulness12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qretp | false | null | t3_17qretp | /r/LocalLLaMA/comments/17qretp/when_to_use_open_source_model_instead_of_chatgpt/ | false | false | self | 1 | null |
How is the processor core usage managed, and can we tweak it? | 1 | I have a Ryzen 5 with 12 cores. When I monitor the CPU during inference, many of them spike to 100%, but many do not. It looks like there is a lot more juice here than what is being squeezed out of the processor. Any gurus have any insight into how the models or underlying libraries decide how to allocate the CPU resou... | 2023-11-08T17:42:57 | https://www.reddit.com/r/LocalLLaMA/comments/17qr2rb/how_is_the_processor_core_usage_managed_and_can/ | Actual-Bad5029 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qr2rb | false | null | t3_17qr2rb | /r/LocalLLaMA/comments/17qr2rb/how_is_the_processor_core_usage_managed_and_can/ | false | false | self | 1 | null |
API to a service that offers access to open source LLMs? | 17 | Does anyone have any recommendations on an api service that provides access to open source LLMs? | 2023-11-08T17:34:09 | https://www.reddit.com/r/LocalLLaMA/comments/17qqvhs/api_to_a_service_that_offers_access_to_open/ | SatoshiReport | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qqvhs | false | null | t3_17qqvhs | /r/LocalLLaMA/comments/17qqvhs/api_to_a_service_that_offers_access_to_open/ | false | false | self | 17 | null |
Chunking and storing structured data and vectors for RAG | 9 | TL:DR is there an example someone can point me to for RAG with highly structured documents where the agent returns conversation along with cross references to document paragraphs or sections? Input= long text document (~500-1000 page), output is Q/A with references to document paragraph, page, or other simple cross ref... | 2023-11-08T17:25:56 | https://www.reddit.com/r/LocalLLaMA/comments/17qqokv/chunking_and_storing_structured_data_and_vectors/ | Smerfj | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qqokv | false | null | t3_17qqokv | /r/LocalLLaMA/comments/17qqokv/chunking_and_storing_structured_data_and_vectors/ | false | false | self | 9 | null |
What models can I comfortably run with an M3 Pro MacBook Pro 16 gb ram? | 1 | I get that it's probably hard to run very large ones, but I just want to get an idea.
I found another thread that have been asking the same question but about a MacBook pro M3 max 128 gb ram, or something like that. I can't remember for sure. | 2023-11-08T16:55:50 | https://www.reddit.com/r/LocalLLaMA/comments/17qq0br/what_models_can_i_comfortably_run_with_an_m3_pro/ | lostLight21 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qq0br | false | null | t3_17qq0br | /r/LocalLLaMA/comments/17qq0br/what_models_can_i_comfortably_run_with_an_m3_pro/ | false | false | self | 1 | null |
DreamGen Opus — Uncensored model for story telling and chat / RP | 117 | **TL;DR:**
* **Uncensored,** Mistral 7B based model that lets you **write stories** in collaborative fashion, but also works nicely for **chat / (E)RP**
* **Hugging Face link:** [https://huggingface.co/dreamgen/opus-v0-7b](https://huggingface.co/dreamgen/opus-v0-7b)
Hey everyone, I am excited to share with you the fi... | 2023-11-08T16:50:35 | https://www.reddit.com/r/LocalLLaMA/comments/17qpwdz/dreamgen_opus_uncensored_model_for_story_telling/ | DreamGenX | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qpwdz | false | null | t3_17qpwdz | /r/LocalLLaMA/comments/17qpwdz/dreamgen_opus_uncensored_model_for_story_telling/ | false | false | self | 117 | {'enabled': False, 'images': [{'id': '98mqfuLQqhOo6wYj_0R8RKbblLEpRDNNPr8PL5b-mCw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/bxGTMHddHB6xBmkOsMM8niUhwWvQQK9CP74IkM-M0vs.jpg?width=108&crop=smart&auto=webp&s=f9601e62b4ac6b74a74657273ef6858d59a1b5e6', 'width': 108}, {'height': 116, 'url': 'h... |
DreamGen Opus: Uncensored 7B model for collaborative story writing and chat / RP | 1 | [removed] | 2023-11-08T16:36:26 | https://www.reddit.com/r/LocalLLaMA/comments/17qpl95/dreamgen_opus_uncensored_7b_model_for/ | DreamGenAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qpl95 | false | null | t3_17qpl95 | /r/LocalLLaMA/comments/17qpl95/dreamgen_opus_uncensored_7b_model_for/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '98mqfuLQqhOo6wYj_0R8RKbblLEpRDNNPr8PL5b-mCw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/bxGTMHddHB6xBmkOsMM8niUhwWvQQK9CP74IkM-M0vs.jpg?width=108&crop=smart&auto=webp&s=f9601e62b4ac6b74a74657273ef6858d59a1b5e6', 'width': 108}, {'height': 116, 'url': 'h... |
Blog post on understanding LLM parameters: Temperature, Top_p, Top_k and logit_bias. | 1 | 2023-11-08T16:33:58 | https://aviralrma.medium.com/understanding-llm-parameters-c2db4b07f0ee | ramFixer420 | aviralrma.medium.com | 1970-01-01T00:00:00 | 0 | {} | 17qpj8x | false | null | t3_17qpj8x | /r/LocalLLaMA/comments/17qpj8x/blog_post_on_understanding_llm_parameters/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'UVn4Vz0QVnrNMLyjYHzOZnIGdZiF6k-NdfV8_VZ-ta4', 'resolutions': [{'height': 50, 'url': 'https://external-preview.redd.it/_Ry6nFNdVCTtcZfQOgnfc4u7wU4nUhopuNPFuGfRXK4.jpg?width=108&crop=smart&auto=webp&s=c3868ce3ed1a7b16922f3e1c3c5f977b411411de', 'width': 108}, {'height': 101, 'url': 'h... | |
Comparing 4060 Ti 16GB + DDR5 6000 vs 3090 24GB: looking for 34B model benchmarks | 4 | I am going to build a LLM server very soon, targeting 34B models (specifically *phind-codellama-34b-v2.Q4* [GGUF](https://huggingface.co/TheBloke/Phind-CodeLlama-34B-v2-GGUF) [GPTQ](https://huggingface.co/TheBloke/Phind-CodeLlama-34B-v2-GPTQ) [AWQ](https://huggingface.co/TheBloke/Phind-CodeLlama-34B-v2-AWQ)).
I am s... | 2023-11-08T16:30:11 | https://www.reddit.com/r/LocalLLaMA/comments/17qpg7a/comparing_4060_ti_16gb_ddr5_6000_vs_3090_24gb/ | regunakyle | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qpg7a | false | null | t3_17qpg7a | /r/LocalLLaMA/comments/17qpg7a/comparing_4060_ti_16gb_ddr5_6000_vs_3090_24gb/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': '_Cy1RPxmhhSPkfvdnvVk19H8511kmHiwj8TBMqHskR0', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/HQcs5placQBoimHQ4dVZgo28un91Y3g7w_3bWhFuiIA.jpg?width=108&crop=smart&auto=webp&s=33ccdcdcea57a9cda3fc15f6300727af3375132f', 'width': 108}, {'height': 116, 'url': 'h... |
What is the tiniest GPT model one can fine tune on home hardware? | 13 | is there a way to get a zero knowledge model that only knows how to chat. and from there fine tune it with specialized knowledge? and do this on consumer hardware (mac M1/16 gig) or free colab hardware?
i want to do this so as to prevent the model from hallucinating outside of the domain knowledge it is fed....like p... | 2023-11-08T16:04:08 | https://www.reddit.com/r/LocalLLaMA/comments/17qovnr/what_is_the_tiniest_gpt_model_one_can_fine_tune/ | herozorro | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qovnr | false | null | t3_17qovnr | /r/LocalLLaMA/comments/17qovnr/what_is_the_tiniest_gpt_model_one_can_fine_tune/ | false | false | self | 13 | null |
I'm looking for a Step-by-step fine tuning example | 24 | I've done a basic fine tune using colab and a very tiny Bloom model. For some reason I'm struggling with translating that knowledge to other tools.
I've built myself a little ML/AI rig with 2xRTX3090s, I'm really enjoying downloading models and playing with them - I've used Ooba, llama.cpp, etc. I've been able to ex... | 2023-11-08T15:58:49 | https://www.reddit.com/r/LocalLLaMA/comments/17qor2w/im_looking_for_a_stepbystep_fine_tuning_example/ | jubjub07 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qor2w | false | null | t3_17qor2w | /r/LocalLLaMA/comments/17qor2w/im_looking_for_a_stepbystep_fine_tuning_example/ | false | false | self | 24 | null |
Best way to take your own data and format it into alpaca format | 2 |
all right, I’m not gonna lie I’m stumbling trying to figure the best way to do this if I have data as my own and I want to be able to find tonight into the alpaca format. What’s the best way to clean an organize the data let’s see if I get it but any advice is much appreciated. I just need to figure out how to take d... | 2023-11-08T15:58:03 | https://www.reddit.com/r/LocalLLaMA/comments/17qoqh9/best_way_to_take_your_own_data_and_format_it_into/ | No-Glove1872 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qoqh9 | false | null | t3_17qoqh9 | /r/LocalLLaMA/comments/17qoqh9/best_way_to_take_your_own_data_and_format_it_into/ | false | false | self | 2 | null |
Beginner question: Is there any way to use quantized gguf models in python under windows since auto gptq doesnt work ? I swear i tired searching but did not find an answer. | 1 | Hello everyone i am currently trying to set up a small 7b llama 2 chat model. The unquantized full version runs but only very slowely in pytorch with cuda. I have an rtx 3060 laptop with 16gb of ram. The model is taking about 5 -8 min to reply to the example prompt given
I liked "Breaking Bad" and "Band of Brothers"... | 2023-11-08T15:45:22 | https://www.reddit.com/r/LocalLLaMA/comments/17qogch/beginner_question_is_there_any_way_to_use/ | Noxusequal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qogch | false | null | t3_17qogch | /r/LocalLLaMA/comments/17qogch/beginner_question_is_there_any_way_to_use/ | false | false | self | 1 | null |
Where do you find the most relevant discussions to your LLM tinkering? | 1 | Since I only have 6 options, i left off Reddit cuz we already know it’s awesome, but it’s kinda quiet sometimes, so where’s everyone else?
[View Poll](https://www.reddit.com/poll/17qo9rs) | 2023-11-08T15:37:22 | https://www.reddit.com/r/LocalLLaMA/comments/17qo9rs/where_do_you_find_the_most_relevant_discussions/ | NewportNerds | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qo9rs | false | null | t3_17qo9rs | /r/LocalLLaMA/comments/17qo9rs/where_do_you_find_the_most_relevant_discussions/ | false | false | self | 1 | null |
GPT4ALL - best model for retrieving customer information from localdocs | 9 | Hi,
Im doing some experiments with GPT4all - my goal is to create a solution that have access to our customers infomation using localdocs - one document pr. customer.
The documents i am currently using is .txt with all information structred in natural language - my current model is Mistral OpenOrca
I find tha... | 2023-11-08T15:33:40 | https://www.reddit.com/r/LocalLLaMA/comments/17qo6w1/gpt4all_best_model_for_retrieving_customer/ | leonbollerup | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qo6w1 | false | null | t3_17qo6w1 | /r/LocalLLaMA/comments/17qo6w1/gpt4all_best_model_for_retrieving_customer/ | false | false | self | 9 | null |
Is there any way to use quantized ggf models with hugging face under windows ? | 1 | As the title says I am new to this and god damit i hate working with windows already i can use autogptq since windows is not supported. And I have found no way of circumventing that.
Any help would be appreciated. | 2023-11-08T14:40:32 | https://www.reddit.com/r/LocalLLaMA/comments/17qn2qo/is_there_any_way_to_use_quantized_ggf_models_with/ | Noxusequal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qn2qo | false | null | t3_17qn2qo | /r/LocalLLaMA/comments/17qn2qo/is_there_any_way_to_use_quantized_ggf_models_with/ | false | false | self | 1 | null |
Help needed - Fine-tuning Llama2 to build a ChatBot | 2 | Hi,
I am trying to build a ChatBot that will be used for Support purposes. Currently at the 0th step.
We have multiple datasources including PDFs, Confluence Pages (mostly User Guides). Would want to fine-tune Llama2 (QLoRA). The preprocessing part seems close to impossible with so many PDFs (500-600MB worth) with m... | 2023-11-08T12:30:03 | https://www.reddit.com/r/LocalLLaMA/comments/17qkl0u/help_needed_finetuning_llama2_to_build_a_chatbot/ | Super-Task-5516 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qkl0u | false | null | t3_17qkl0u | /r/LocalLLaMA/comments/17qkl0u/help_needed_finetuning_llama2_to_build_a_chatbot/ | false | false | self | 2 | null |
What's the best model for 7900XTX and 32gb RAM? | 1 | CPU is 5800X3D. | 2023-11-08T11:56:36 | https://www.reddit.com/r/LocalLLaMA/comments/17qk16j/whats_the_best_model_for_7900xtx_and_32gb_ram/ | BentAmbivalent | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qk16j | false | null | t3_17qk16j | /r/LocalLLaMA/comments/17qk16j/whats_the_best_model_for_7900xtx_and_32gb_ram/ | false | false | self | 1 | null |
What percent of your usage of LLMs are closed-source ones (GPT, Claude, etc.) and what percent are open source ones (Llama, Mistral, etc.)? Pick the answer that's closest to you. | 17 | I like following the open source LLM scene, but I'm going to keep using ChatGPT plus since its still much better than other LLMs out there. This is the only subscription I can justify paying for (though I am a broke college student). The only way I'd stop is if running paid close sourced models weren't any better or if... | 2023-11-08T11:49:04 | https://www.reddit.com/r/LocalLLaMA/comments/17qjx1w/what_percent_of_your_usage_of_llms_are/ | TheTwelveYearOld | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qjx1w | false | null | t3_17qjx1w | /r/LocalLLaMA/comments/17qjx1w/what_percent_of_your_usage_of_llms_are/ | false | false | self | 17 | null |
need help and advice running finetuned llama2 on less than 64GB RAM | 2 | hi folks,
so we are doing a simple finetune of llama2 7B. The problem is that once we do the finetune (using qlora), we are only able to deploy this on a 192GB machine.
we are using Sagemaker to deploy, but we see the same problem on normal servers through docker.
can you folks give an idea of how small a machine ar... | 2023-11-08T11:37:17 | https://www.reddit.com/r/LocalLLaMA/comments/17qjqvd/need_help_and_advice_running_finetuned_llama2_on/ | sandys1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qjqvd | false | null | t3_17qjqvd | /r/LocalLLaMA/comments/17qjqvd/need_help_and_advice_running_finetuned_llama2_on/ | false | false | self | 2 | null |
How would it work ? | 1 | I've been using GPT-4 professionally but I'm a noob when it comes to open-source LLMs.
I have a SaaS and looking to help my users with AI features. Because Open-AI API comes with a cost, I'm curious: what's preventing us from hosting fine-tuned GPT models in the Cloud for super-cheap (like 10 to 100 times cheaper than... | 2023-11-08T11:16:57 | https://www.reddit.com/r/LocalLLaMA/comments/17qjfzp/how_would_it_work/ | weston-flows | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qjfzp | false | null | t3_17qjfzp | /r/LocalLLaMA/comments/17qjfzp/how_would_it_work/ | false | false | self | 1 | null |
Trying the new jina-embeddings-v2-base-en model | 1 | [removed] | 2023-11-08T11:00:15 | https://www.reddit.com/r/LocalLLaMA/comments/17qj79y/trying_the_new_jinaembeddingsv2baseen_model/ | Relative_Winner_4588 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qj79y | false | null | t3_17qj79y | /r/LocalLLaMA/comments/17qj79y/trying_the_new_jinaembeddingsv2baseen_model/ | false | false | self | 1 | null |
Trying the new jina-embeddings-v2-base-en model | 1 | [removed] | 2023-11-08T11:00:14 | https://www.reddit.com/r/LocalLLaMA/comments/17qj79u/trying_the_new_jinaembeddingsv2baseen_model/ | Relative_Winner_4588 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qj79u | false | null | t3_17qj79u | /r/LocalLLaMA/comments/17qj79u/trying_the_new_jinaembeddingsv2baseen_model/ | false | false | self | 1 | null |
Local LLaMA for text classification? | 1 | I'm looking for a local LLM that can help me do multi-class text classification. I want to classify Wikipedia articles into 200-300 subject areas. I don't know which model is best suited for the job and can run locally, anyone have suggestions? | 2023-11-08T10:47:04 | https://www.reddit.com/r/LocalLLaMA/comments/17qj0vb/local_llama_for_text_classification/ | RuairiSpain | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qj0vb | false | null | t3_17qj0vb | /r/LocalLLaMA/comments/17qj0vb/local_llama_for_text_classification/ | false | false | self | 1 | null |
selfhosting ollama to multiple users. is concurrent request possible? | 2 | I'm trying to selfhost the zephyr via ollama locally with my macbook (m1 pro) and allow my family members to use it.
would it be able to handle concurrent prompt request? what are the limitation of selfhosting this to multiple users? | 2023-11-08T10:24:20 | https://www.reddit.com/r/LocalLLaMA/comments/17qipos/selfhosting_ollama_to_multiple_users_is/ | hakim131 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qipos | false | null | t3_17qipos | /r/LocalLLaMA/comments/17qipos/selfhosting_ollama_to_multiple_users_is/ | false | false | self | 2 | null |
Plz Help in Finding model | 1 | [removed] | 2023-11-08T10:18:51 | https://www.reddit.com/r/LocalLLaMA/comments/17qimvw/plz_help_in_finding_model/ | Lopsided_Dot_4557 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qimvw | false | null | t3_17qimvw | /r/LocalLLaMA/comments/17qimvw/plz_help_in_finding_model/ | false | false | self | 1 | null |
24GB GPU OOM while qlora peft finetuning Llama2 7B | 4 | Batch size was 1. Dataset was only 300mb with 29k samples. Is it my hardware? | 2023-11-08T09:45:48 | https://www.reddit.com/r/LocalLLaMA/comments/17qi73z/24gb_gpu_oom_while_qlora_peft_finetuning_llama2_7b/ | DirectionOdd9824 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qi73z | false | null | t3_17qi73z | /r/LocalLLaMA/comments/17qi73z/24gb_gpu_oom_while_qlora_peft_finetuning_llama2_7b/ | false | false | self | 4 | null |
How to run llama 2 70b on 4 GPU cluster (4x A100) | 7 | I have a cluster of 4 A100 GPUs (4x80GB) and want to run meta-llama/Llama-2-70b-hf. I'm a beginner and need some guidance.
Is 4xA100 enough to run the model ? or its more than required?
Need the model for inference only. | 2023-11-08T08:22:25 | https://www.reddit.com/r/LocalLLaMA/comments/17qh4z4/how_to_run_llama_2_70b_on_4_gpu_cluster_4x_a100/ | Bright_Counter_2280 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qh4z4 | false | null | t3_17qh4z4 | /r/LocalLLaMA/comments/17qh4z4/how_to_run_llama_2_70b_on_4_gpu_cluster_4x_a100/ | false | false | self | 7 | null |
OpenAI API update (mostly for coders) | 34 | Hi all, admit I didn't pay much attention to OpenAI's dev day, so I got tripped up this evening when I did a virtual env refresh, and all my local LLM access code broke. Turns out [they massively revved their API](https://github.com/openai/openai-python/pull/677). This is mostly news for folks like me who either mainta... | 2023-11-08T06:43:50 | https://www.reddit.com/r/LocalLLaMA/comments/17qfv33/openai_api_update_mostly_for_coders/ | CodeGriot | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qfv33 | false | null | t3_17qfv33 | /r/LocalLLaMA/comments/17qfv33/openai_api_update_mostly_for_coders/ | false | false | self | 34 | {'enabled': False, 'images': [{'id': 'nIggTkjo7gzM-IFBZqaOqctXH9xvUzQ6Zekn9EG3FCw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/nhG5riz9EI75zV0Ew5wyKNHK7BzVi6r6cVsPfLuWDI8.jpg?width=108&crop=smart&auto=webp&s=dfc56388f7de0b31bc03bc461aa25dd29c3b88b4', 'width': 108}, {'height': 108, 'url': 'h... |
Suggestions for an LLM to pair with home automation | 1 | Hi guys, I just starting playing with LLMs yesterday when I found out I can run them in powershell using my 7900xtx. I've played with WizardLM and Dolphin so far. Very cool stuff.
My endgoal is to offload an LLM to its own box, and integrate it with Home Assistant. Think google nest or alexa but entirely in-house.
Wo... | 2023-11-08T06:41:16 | https://www.reddit.com/r/LocalLLaMA/comments/17qftu4/suggestions_for_an_llm_to_pair_with_home/ | Responsible_Speaker | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qftu4 | false | null | t3_17qftu4 | /r/LocalLLaMA/comments/17qftu4/suggestions_for_an_llm_to_pair_with_home/ | false | false | self | 1 | null |
Fill in middle fine-tuning LLM | 3 | Hey, I am looking to fine-tune a LLM with the [fim](https://arxiv.org/abs/2207.14255) method but I am not able to find any repos online that I can use/follow. inCoder from meta also is trained in a similar way but I can't find the training code for that either.
I think think this method can be particularly useful when... | 2023-11-08T06:29:48 | https://www.reddit.com/r/LocalLLaMA/comments/17qfntm/fill_in_middle_finetuning_llm/ | Dry_Long3157 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qfntm | false | null | t3_17qfntm | /r/LocalLLaMA/comments/17qfntm/fill_in_middle_finetuning_llm/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/izh8gZHY4FqZ1nwtU1N_TjtohUCNuvTyMn90toXda80.jpg?width=108&crop=smart&auto=webp&s=bc9575b410002edc2df3c5b5b0355fefedc7baa8', 'width': 108}, {'height': 126, 'url': 'h... |
GPT4V can manipulate GUI? | 2 | Hey everyone,
I came accross this [tweet](https://twitter.com/josh_bickett/status/1721975391047589934?t=2JoN3mrIw_c3vvkV4e6_jw&s=19) and they're somehow using GPT4V to control their computer.
What I don't understand is how GPT4V clicks buttons as I'm sure it isn't correctly identifying the pixel location and passing t... | 2023-11-08T06:09:29 | https://www.reddit.com/r/LocalLLaMA/comments/17qfdqn/gpt4v_can_manipulate_gui/ | Dry_Long3157 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qfdqn | false | null | t3_17qfdqn | /r/LocalLLaMA/comments/17qfdqn/gpt4v_can_manipulate_gui/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': '3J6Wn6CmyTtyjLZU6rntkcZkJl5yxfJ-t3a6DbaUMjU', 'resolutions': [{'height': 68, 'url': 'https://external-preview.redd.it/-Xe6OLBXfFoIBJLy8Ph0zq2Lw4n7eVlvG6YED1xafSM.jpg?width=108&crop=smart&auto=webp&s=f8849fab71775a7722363c96c9c6703ae417b2cb', 'width': 108}], 'source': {'height': 89,... |
A mental therapy chatbot | 3 | Hello all,
I am an undergraduate Computer Science student. I have been working on making a chatbot to be used as a therapist.
For this purpose, I have used this [script](https://github.com/vibhorag101/phr-chat/blob/main/Finetune/finetune.ipynb) to fine-tune the [llama-2-13b-chat-hf](https://huggingface.co/vibhorag1... | 2023-11-08T04:21:56 | https://www.reddit.com/r/LocalLLaMA/comments/17qdogw/a_mental_therapy_chatbot/ | AvengerIronMan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qdogw | false | null | t3_17qdogw | /r/LocalLLaMA/comments/17qdogw/a_mental_therapy_chatbot/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': '0S5IBrUXwox2VP0zBqo0VBArkGT2A1Nhz57Dlr41_SY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/XAZjQI8D3tNsEFl2VmoFZg8GKGWMa7Yi864eRG5NVCI.jpg?width=108&crop=smart&auto=webp&s=3ca00b6aaa3820420ca2ff10edb3ca0ad2ba44e6', 'width': 108}, {'height': 108, 'url': 'h... |
I have to ask, why is no one using fuyu? | 49 | I've been looking at fuyu for the past couple days now, and its incredible. It's Got OCR, can read graphs, gives bounding boxes. How is no one using this? I get that it might no be on a UI, but its avalible through all of HF's libraries, and it has Gradio. While I havent tested the last claim, it supposably matches LLa... | 2023-11-08T03:10:58 | https://www.reddit.com/r/LocalLLaMA/comments/17qcehe/i_have_to_ask_why_is_no_one_using_fuyu/ | vatsadev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qcehe | false | null | t3_17qcehe | /r/LocalLLaMA/comments/17qcehe/i_have_to_ask_why_is_no_one_using_fuyu/ | false | false | self | 49 | null |
Microsoft natural language voices on edge | 5 | I use the chrome extension called Read Aloud for TTS when web browsing. If I used it in edge it uses Microsoft's Natural Language voices. It sounds amazing and it's fast and free. Is there a way to use these voices as an auto TTS? They sound almost as good as elevenlabs and faster. | 2023-11-08T03:04:19 | https://www.reddit.com/r/LocalLLaMA/comments/17qc9ox/microsoft_natural_language_voices_on_edge/ | psdwizzard | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qc9ox | false | null | t3_17qc9ox | /r/LocalLLaMA/comments/17qc9ox/microsoft_natural_language_voices_on_edge/ | false | false | self | 5 | null |
PEFT LoRA and Fine-Tuning Vram Usage | 3 | Hi all,
Do you know the Vram required for PEFT? There are some numbers but for instance I want to know roughly how much Vram it takes to LoRA or fine-tune a 30B model via PEFT. I can't find shit about that, thank you. | 2023-11-08T02:47:47 | https://www.reddit.com/r/LocalLLaMA/comments/17qbxsd/peft_lora_and_finetuning_vram_usage/ | xadiant | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qbxsd | false | null | t3_17qbxsd | /r/LocalLLaMA/comments/17qbxsd/peft_lora_and_finetuning_vram_usage/ | false | false | self | 3 | null |
I need lightweight models for my friend | 1 | well, title explains itself *but not so much*.
I have a friend that do not know anything about computer things.(i also do not know anything about LocalLLaMA things and dont have time about learning it)
I need him to get a AI Chat Assistant that he can use on pc(I think we will prefer to use text-generation-webui by ... | 2023-11-08T01:44:43 | https://www.reddit.com/r/LocalLLaMA/comments/17qao4d/i_need_lightweight_models_for_my_friend/ | denyicz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17qao4d | false | null | t3_17qao4d | /r/LocalLLaMA/comments/17qao4d/i_need_lightweight_models_for_my_friend/ | false | false | self | 1 | null |
Best model for coding? | 1 | [removed] | 2023-11-08T01:00:51 | https://www.reddit.com/r/LocalLLaMA/comments/17q9rmz/best_model_for_coding/ | spammmmm1997 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17q9rmz | false | null | t3_17q9rmz | /r/LocalLLaMA/comments/17q9rmz/best_model_for_coding/ | false | false | self | 1 | null |
Llama-2-7B 8bit finetuning challenges | 7 | So I’m very new to fine tuning llama 2. I’m currently trying to fine tune the llama2-7b model on a dataset with 50k data rows from nous Hermes through huggingface. I use the Autotrainer-advanced single line cli command. Since I’m on a Windows machine, I use bitsandbytes-windows which currently only supports 8bit quanti... | 2023-11-08T00:46:03 | https://www.reddit.com/r/LocalLLaMA/comments/17q9gnd/llama27b_8bit_finetuning_challenges/ | SufiTripper | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17q9gnd | false | null | t3_17q9gnd | /r/LocalLLaMA/comments/17q9gnd/llama27b_8bit_finetuning_challenges/ | false | false | self | 7 | null |
Transformer inference arithmetic | 3 | I'm reading through [https://kipp.ly/transformer-inference-arithmetic/#kv-cache](https://kipp.ly/transformer-inference-arithmetic/#kv-cache) and I have a few questions.
1- At the " Say we have an A100 GPU..." part, why is memory based on `2 * 2 * n_layers * d_model^2` when they previously said "Per token, the number o... | 2023-11-08T00:26:06 | https://www.reddit.com/r/LocalLLaMA/comments/17q91ep/transformer_inference_arithmetic/ | Evirua | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17q91ep | false | null | t3_17q91ep | /r/LocalLLaMA/comments/17q91ep/transformer_inference_arithmetic/ | false | false | self | 3 | null |
Watching the ChatGPT OpenAI's Dev Day and they are rolling out GPT agents! | 1 | Damn, maybe time to subscribe to GPT again?
You will be now (or soon) able to create your own agents called GPT's. They are on the roll.
Google was right, they have no moat. Not from us, but from MS backed OpenAi.
​ | 2023-11-08T00:13:47 | https://www.reddit.com/r/LocalLLaMA/comments/17q8s7f/watching_the_chatgpt_openais_dev_day_and_they_are/ | FPham | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17q8s7f | false | null | t3_17q8s7f | /r/LocalLLaMA/comments/17q8s7f/watching_the_chatgpt_openais_dev_day_and_they_are/ | false | false | self | 1 | null |
Using @TheBloke's name in model names to show up in searches | 1 | 2023-11-07T23:39:17 | https://huggingface.co/lamtung16/TheBloke-Llama-2-7B-Chat-GGUF | YearZero | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 17q823h | false | null | t3_17q823h | /r/LocalLLaMA/comments/17q823h/using_theblokes_name_in_model_names_to_show_up_in/ | false | false | 1 | {'enabled': False, 'images': [{'id': '_yLpaQz8TGPbm0iotR1GWXJRjkO-cYZ1tV_a7hXivbE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/vJ3LPRmNio6be9dKccQoyT9Hifsyp8nB-tsHuCwoWv4.jpg?width=108&crop=smart&auto=webp&s=1901fbfed1b210d91e96f325ff8d3b5e6e7ab6d1', 'width': 108}, {'height': 116, 'url': 'h... | ||
Better transformer not providing a speedup (Llama 7b) | 1 | Hi,
I am trying to run Llama 7b with torch.float16 using better transformers, but I see no speedup (the throughout is exactly the same). I am using pytorch 2.1.0, Cudas 11.8, transformers 4.33.0. I am getting the model from the hub using from pretrained, putting it to my GPU using .to(0), and then just calling model=m... | 2023-11-07T22:35:27 | https://www.reddit.com/r/LocalLLaMA/comments/17q6mcd/better_transformer_not_providing_a_speedup_llama/ | cinnamonKnight | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17q6mcd | false | null | t3_17q6mcd | /r/LocalLLaMA/comments/17q6mcd/better_transformer_not_providing_a_speedup_llama/ | false | false | self | 1 | null |
Writing E-commerce product description | 1 | [removed] | 2023-11-07T22:30:46 | https://www.reddit.com/r/LocalLLaMA/comments/17q6icx/writing_ecommerce_product_description/ | Gullible-Being-8595 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17q6icx | false | null | t3_17q6icx | /r/LocalLLaMA/comments/17q6icx/writing_ecommerce_product_description/ | false | false | self | 1 | null |
Ethical Policing AI | 1 | 👋🏻 I'm working on developing an ethical policing AI that consumes bodycam footage to deduce bias. If you're interested, and would like to learn more please message me or email me at steve@authenticate.com. We have a great team is academics and experts and we're funded. We're looking for some machine learning engineer... | 2023-11-07T22:25:54 | https://www.reddit.com/r/LocalLLaMA/comments/17q6e76/ethical_policing_ai/ | stevenbward | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17q6e76 | false | null | t3_17q6e76 | /r/LocalLLaMA/comments/17q6e76/ethical_policing_ai/ | false | false | self | 1 | null |
Anybody using mystic.ai inferencing API service? | 1 | Is it reliable, etc.? (If I should post this question somewhere else, pls LMK.)
Is there another service you like better that provides cloud, API, GPU-powered inferencing, pay by the second/minute? (I'm using huggingface inferencing for pros for other experiments...)
Thanks! | 2023-11-07T22:17:12 | https://www.reddit.com/r/LocalLLaMA/comments/17q66sq/anybody_using_mysticai_inferencing_api_service/ | v5outer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17q66sq | false | null | t3_17q66sq | /r/LocalLLaMA/comments/17q66sq/anybody_using_mysticai_inferencing_api_service/ | false | false | self | 1 | null |
Anybody using Mystic.ai? | 1 | [removed] | 2023-11-07T22:07:17 | https://www.reddit.com/r/LocalLLaMA/comments/17q5ygo/anybody_using_mysticai/ | v5outer1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17q5ygo | false | null | t3_17q5ygo | /r/LocalLLaMA/comments/17q5ygo/anybody_using_mysticai/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'FqW9ScFzzB4LLI40YJIrOrsbPvTNWhuhwEFgqxonc1w', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/5QvodoPkeovBrbONLYxvMWN81xovFfld1dGOmYR4ZrI.jpg?width=108&crop=smart&auto=webp&s=81b00356dbd3b0ecbf15421516966bd8c522e2b7', 'width': 108}, {'height': 113, 'url': 'h... |
What is the best way to run llama-alike model locally? | 3 | Ollama works well for me but I'm getting weird result on llama.cpp with zephyr models.
I'd love to run zephyr models with good performance and portability so I can add it to my app. What is the best way to do it currently?
Thanks! | 2023-11-07T22:05:24 | https://www.reddit.com/r/LocalLLaMA/comments/17q5wt1/what_is_the_best_way_to_run_llamaalike_model/ | foginthewater | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17q5wt1 | false | null | t3_17q5wt1 | /r/LocalLLaMA/comments/17q5wt1/what_is_the_best_way_to_run_llamaalike_model/ | false | false | self | 3 | null |
What type of business application are you developing? | 5 | I hear people using local models for their applications but in the context of business landscape like warehouse management, accounting etc.. has anyone see a use case or developing application? | 2023-11-07T21:43:58 | https://www.reddit.com/r/LocalLLaMA/comments/17q5ed9/what_type_of_business_application_are_you/ | troposfer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17q5ed9 | false | null | t3_17q5ed9 | /r/LocalLLaMA/comments/17q5ed9/what_type_of_business_application_are_you/ | false | false | self | 5 | null |
dolphin-2.2-70b | 164 | Today I released Dolphin 2.2 70b (deprecating version 2.1, which had a EOS token bug)
[https://huggingface.co/ehartford/dolphin-2.2-70b](https://huggingface.co/ehartford/dolphin-2.2-70b)
This model is based on llama2, so it is suitable for commercial or non-commercial use.
This model is trained on top of the amazing... | 2023-11-07T21:36:28 | https://www.reddit.com/r/LocalLLaMA/comments/17q57tq/dolphin2270b/ | faldore | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17q57tq | false | null | t3_17q57tq | /r/LocalLLaMA/comments/17q57tq/dolphin2270b/ | false | false | 164 | {'enabled': False, 'images': [{'id': 'z_X0WGQLtGMI13LB4f87TNPdylnFw8o-mja2-p7wXwY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/EfKhpgP12muVEz_LtXfCcQj1IX9Rgt8Y3M6qJlM45kQ.jpg?width=108&crop=smart&auto=webp&s=788b2171ade5833376570e388f5f695853e7d45d', 'width': 108}, {'height': 116, 'url': 'h... | |
Where Should I Go? | 10 | Every time I ask a question on this sub about installing, coding, and utilizing LLMs, the question gets downvoted, making it hard to get answers.
Is this sub only for benchmark testing and AI news? Is there another sub that would be welcoming to answering questions involving local projects with local LLMs? I thought i... | 2023-11-07T20:19:19 | https://www.reddit.com/r/LocalLLaMA/comments/17q3e7g/where_should_i_go/ | Future_Might_8194 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17q3e7g | false | null | t3_17q3e7g | /r/LocalLLaMA/comments/17q3e7g/where_should_i_go/ | false | false | self | 10 | null |
A new LLM Explorer has been released to let you find a better model | 1 | [removed] | 2023-11-07T20:00:11 | https://www.reddit.com/r/LocalLLaMA/comments/17q2yaq/a_new_llm_explorer_has_been_released_to_let_you/ | Greg_Z_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17q2yaq | false | null | t3_17q2yaq | /r/LocalLLaMA/comments/17q2yaq/a_new_llm_explorer_has_been_released_to_let_you/ | false | false | 1 | null | |
Why *SHOULDN'T* I buy a pair of 3060 12gb? | 39 | Yes you can get a used 3090 for a few hundred more off ebay but why would a regular person who doesnt want to sink an arm and a leg into this not just run dual 3060s?
​
Love this community! Thanks for all who contribute! | 2023-11-07T19:16:09 | https://www.reddit.com/r/LocalLLaMA/comments/17q1yb1/why_shouldnt_i_buy_a_pair_of_3060_12gb/ | SocialDinamo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17q1yb1 | false | null | t3_17q1yb1 | /r/LocalLLaMA/comments/17q1yb1/why_shouldnt_i_buy_a_pair_of_3060_12gb/ | false | false | self | 39 | null |
Prompts to fine-tune a story-writing model? | 1 | Hi! I'd like to fine-tune a model to write a film scene in the style of a film director I like, but I'm unsure about the process. I plan to use a story-writing model (no chat-based, only text generation) like guanaco, vicuna, or mtp. I'm using Colab Pro, so I believe the most powerful model I can fine-tune is a 13B.
&... | 2023-11-07T19:01:30 | https://www.reddit.com/r/LocalLLaMA/comments/17q1m7i/prompts_to_finetune_a_storywriting_model/ | Carlos__8a | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17q1m7i | false | null | t3_17q1m7i | /r/LocalLLaMA/comments/17q1m7i/prompts_to_finetune_a_storywriting_model/ | false | false | self | 1 | null |
AI Portal Gun | 20 | 1. Ever felt lost in the boundless AI universe? Say goodbye to confusion! We've built [http://portalgunai.org/](http://portalgunai.org/) to transport you to the correct dimension to deal with that.
2. In the vast AI cosmos, knowledge scatters like stardust. To guide your journey from AI novice to expert, we've forged... | 2023-11-07T18:43:31 | https://www.reddit.com/r/LocalLLaMA/comments/17q17ip/ai_portal_gun/ | Jiraiya27s | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17q17ip | false | null | t3_17q17ip | /r/LocalLLaMA/comments/17q17ip/ai_portal_gun/ | false | false | self | 20 | null |
I am stumped and my AI isn't too helpful | 1 | I am trying to create a chatbot with a locally installed version of open hermes 2.
Here is the part of the code that is throwing errors:
import transformers
import torch
from transformers import AutoTokenizer, AutoModelForCausalLM
tokenizer = AutoTokenizer.from\_pretrained('C:/Users/coffe/Desktop/Sente... | 2023-11-07T18:27:59 | https://www.reddit.com/r/LocalLLaMA/comments/17q0u93/i_am_stumped_and_my_ai_isnt_too_helpful/ | Future_Might_8194 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17q0u93 | false | null | t3_17q0u93 | /r/LocalLLaMA/comments/17q0u93/i_am_stumped_and_my_ai_isnt_too_helpful/ | false | false | default | 1 | null |
Automated tests | 2 | Howdy trainers, fine tuners and inferences ✋
I wrote a simple test where i send 100 questions to OpenAI compatible API to retrieve a number out of each question and get all answers to evaluate.
Of course I’m wondering to do the same locally via LMstudio and it worked.
Now the question 🙋
How to automatically chang... | 2023-11-07T18:27:55 | https://www.reddit.com/r/LocalLLaMA/comments/17q0u7g/automated_tests/ | fab_space | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17q0u7g | false | null | t3_17q0u7g | /r/LocalLLaMA/comments/17q0u7g/automated_tests/ | false | false | self | 2 | null |
Recency bias with Mistral 7b vs. GPT 3.5 Turbo vs. GPT 4 | 10 | Hey, does anyone have any awareness around how recency bias affects Mistral, GPT 3.5 and GPT 4. I had thought I read something that says it doesn't have as big an impact with GPT4. But I'm also interested if anyone knows what this is like with Mistral. Thanks for any insight! | 2023-11-07T17:31:02 | https://www.reddit.com/r/LocalLLaMA/comments/17pzjjm/recency_bias_with_mistral_7b_vs_gpt_35_turbo_vs/ | Ok-Anteater-1037 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pzjjm | false | null | t3_17pzjjm | /r/LocalLLaMA/comments/17pzjjm/recency_bias_with_mistral_7b_vs_gpt_35_turbo_vs/ | false | false | self | 10 | null |
~15 tokens per second down to ~5 tokens per second after ~30 messages; even though the context size is the same. Why? | 3 | After around 30 messages between me and the bot, the inference time decreases substantially. But the context size is around the same:
llama_print_timings: load time = 2947.72 ms
llama_print_timings: sample time = 52.95 ms / 29 runs ( 1.83 ms per token, 547.65 tokens per second)
... | 2023-11-07T16:46:47 | https://www.reddit.com/r/LocalLLaMA/comments/17pyj8k/15_tokens_per_second_down_to_5_tokens_per_second/ | peanutbutterwnutella | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pyj8k | false | null | t3_17pyj8k | /r/LocalLLaMA/comments/17pyj8k/15_tokens_per_second_down_to_5_tokens_per_second/ | false | false | self | 3 | null |
LoRa + RAG? | 1 | [removed] | 2023-11-07T15:20:29 | https://www.reddit.com/r/LocalLLaMA/comments/17pwm2h/lora_rag/ | Enkay55 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pwm2h | false | null | t3_17pwm2h | /r/LocalLLaMA/comments/17pwm2h/lora_rag/ | false | false | self | 1 | null |
Eternal question: what rank (r) and alpha to use in QLoRA? | 17 | I’ve checked dozens of sources and each one uses a different logic or rule of the thumb to select the rank and alpha parameters when doing (Q)LoRA. Some say that alpha should be double the rank, some others say that alpha should be half of the rank, I’ve seen rank 8, 16, 32, 64, 128…
​
Does anyone have solid ... | 2023-11-07T15:01:47 | https://www.reddit.com/r/LocalLLaMA/comments/17pw7bv/eternal_question_what_rank_r_and_alpha_to_use_in/ | Exotic-Estimate8355 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pw7bv | false | null | t3_17pw7bv | /r/LocalLLaMA/comments/17pw7bv/eternal_question_what_rank_r_and_alpha_to_use_in/ | false | false | self | 17 | null |
Best models for synthetic dataset creation | 5 | Hi everyone!
I am curious to hear your favourite models for creating synthetic datasets.
I have heard a lot about people using GPT-4, and feeding it a sample of a dataset and having it build a much large dataset based on it, but I am curious to know what local models you guys have been using instead. | 2023-11-07T14:50:59 | https://www.reddit.com/r/LocalLLaMA/comments/17pvz0x/best_models_for_synthetic_dataset_creation/ | Slimxshadyx | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pvz0x | false | null | t3_17pvz0x | /r/LocalLLaMA/comments/17pvz0x/best_models_for_synthetic_dataset_creation/ | false | false | self | 5 | null |
Rather a Geforce RTX (VRAM) or a smaller Quadro RTX (power) | 2 | Hello everyone,
i am currently experimenting with Zephyr 7B alpha. Im pretty happy with the results so far.
i am currently using following server:
​
12 vCPUs
64GB RAM
NVIDIA Quadro RTX 4000
​
im doing a workload of files with RAG etc. to let it extract information from pdfs (between 1 and 50 pages... | 2023-11-07T14:13:22 | https://www.reddit.com/r/LocalLLaMA/comments/17pv6uk/rather_a_geforce_rtx_vram_or_a_smaller_quadro_rtx/ | Electrical-Young-360 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pv6uk | false | null | t3_17pv6uk | /r/LocalLLaMA/comments/17pv6uk/rather_a_geforce_rtx_vram_or_a_smaller_quadro_rtx/ | false | false | self | 2 | null |
Best factual-uncensored model for 3090 and 40gb ram? | 1 | Best factual-uncensored model for 3090 and 40gb ram(5600x cpu)?
I am not looking for something to make up stories; I just don't want a model that restricts what information it thinks is legal to know or that I should be allowed to know about, etc like what chatgpt does when it thinks you're up to no good. | 2023-11-07T14:13:01 | https://www.reddit.com/r/LocalLLaMA/comments/17pv6kz/best_factualuncensored_model_for_3090_and_40gb_ram/ | Boring_Assignment_33 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pv6kz | false | null | t3_17pv6kz | /r/LocalLLaMA/comments/17pv6kz/best_factualuncensored_model_for_3090_and_40gb_ram/ | false | false | self | 1 | null |
What is the best (uncensored) Story Teller LLM? | 1 | [removed] | 2023-11-07T14:09:37 | https://www.reddit.com/r/LocalLLaMA/comments/17pv40n/what_is_the_best_uncensored_story_teller_llm/ | Ok-Response3312 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pv40n | false | null | t3_17pv40n | /r/LocalLLaMA/comments/17pv40n/what_is_the_best_uncensored_story_teller_llm/ | false | false | self | 1 | null |
What is the best Story Teller LLM? | 1 | [removed] | 2023-11-07T14:08:20 | https://www.reddit.com/r/LocalLLaMA/comments/17pv336/what_is_the_best_story_teller_llm/ | Ok-Response3312 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pv336 | false | null | t3_17pv336 | /r/LocalLLaMA/comments/17pv336/what_is_the_best_story_teller_llm/ | false | false | self | 1 | null |
What would be the best approach for concurrent inference of the zephyr-7b-beta GGUF model? | 2 | Hello, I want to deploy the zephyr-7b-beta GGUF model to production for RAG. There will be 40-50 concurrent users. Which Python library will be helpful for this and what is the GPU, CPU, and RAM requirement?
I am using the llama index as a wrapper and llama.cpp for LLM inference.
Any pointer for this would be hel... | 2023-11-07T14:07:02 | https://www.reddit.com/r/LocalLLaMA/comments/17pv24j/what_would_be_the_best_approach_for_concurrent/ | gowisah | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pv24j | false | null | t3_17pv24j | /r/LocalLLaMA/comments/17pv24j/what_would_be_the_best_approach_for_concurrent/ | false | false | self | 2 | null |
What is the best (uncensored) Story Teller LLM? | 1 | [removed] | 2023-11-07T14:06:46 | https://www.reddit.com/r/LocalLLaMA/comments/17pv1xn/what_is_the_best_uncensored_story_teller_llm/ | Ok-Response3312 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pv1xn | false | null | t3_17pv1xn | /r/LocalLLaMA/comments/17pv1xn/what_is_the_best_uncensored_story_teller_llm/ | false | false | self | 1 | null |
OpenAI's DevDay made me determined to work more with Open-Source Local Models | 181 | (details in the comments) | 2023-11-07T14:05:56 | https://www.reddit.com/r/LocalLLaMA/comments/17pv1aw/openais_devday_made_me_determined_to_work_more/ | nderstand2grow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pv1aw | false | null | t3_17pv1aw | /r/LocalLLaMA/comments/17pv1aw/openais_devday_made_me_determined_to_work_more/ | false | false | self | 181 | null |
gghg ghg test? | 1 | [removed] | 2023-11-07T14:03:03 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 17puz9c | false | null | t3_17puz9c | /r/LocalLLaMA/comments/17puz9c/gghg_ghg_test/ | false | false | default | 1 | null | ||
What is the best (uncensored) Story Teller LLM? Despite WizardLM-SuperCOT30bUncensored - something better? | 1 | [removed] | 2023-11-07T14:02:16 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 17puyqg | false | null | t3_17puyqg | /r/LocalLLaMA/comments/17puyqg/what_is_the_best_uncensored_story_teller_llm/ | false | false | default | 1 | null | ||
OpenAI API Question | 1 | My current setup: textgeneration-webui running on my computer with --api --public-api. I get https://CloudFlarelink/api. On my phone, I am running SillyTavern 1.10.7 using Termux. Under SillyTavern API, I choose TextGenWebUI and choose default Oobabooga for API type. I put https://CloudFlarelink/api for Blocking API ur... | 2023-11-07T14:00:12 | https://www.reddit.com/r/LocalLLaMA/comments/17puwvi/openai_api_question/ | pirasanna_9 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17puwvi | false | null | t3_17puwvi | /r/LocalLLaMA/comments/17puwvi/openai_api_question/ | false | false | self | 1 | null |
What is the best (uncensored) Story Teller LLM? | 1 | [removed] | 2023-11-07T13:59:07 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 17puw28 | false | null | t3_17puw28 | /r/LocalLLaMA/comments/17puw28/what_is_the_best_uncensored_story_teller_llm/ | false | false | default | 1 | null | ||
What is the best Story Teller LLM? | 1 | [removed] | 2023-11-07T13:56:12 | https://www.reddit.com/r/LocalLLaMA/comments/17puu14/what_is_the_best_story_teller_llm/ | Ok-Response3312 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17puu14 | false | null | t3_17puu14 | /r/LocalLLaMA/comments/17puu14/what_is_the_best_story_teller_llm/ | false | false | self | 1 | null |
Can we talk about back and front end settings? | 30 | 2023-11-07T13:32:48 | 3m84rk | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 17pudcf | false | null | t3_17pudcf | /r/LocalLLaMA/comments/17pudcf/can_we_talk_about_back_and_front_end_settings/ | false | false | 30 | {'enabled': True, 'images': [{'id': 'pEbYl149bMH4h_q1N7Eb5sUPPzLtUdKc9JGNsriHL0s', 'resolutions': [{'height': 102, 'url': 'https://preview.redd.it/z15o6fthhxyb1.jpg?width=108&crop=smart&auto=webp&s=074bbbd36af00be3298109b5f90974dc0ee07f4d', 'width': 108}, {'height': 205, 'url': 'https://preview.redd.it/z15o6fthhxyb1.jp... | |||
Deploy LLama on GPUs on different machines | 1 | Hello everyone,
I was wondering what the most efficient way to deploy LLM on two GPUs that are physically on two different machines is. I have two laptops with two 3090 that I would like to use to run the same model, exposing rest API. Is this possible? | 2023-11-07T13:18:28 | https://www.reddit.com/r/LocalLLaMA/comments/17pu39i/deploy_llama_on_gpus_on_different_machines/ | _ragnet_7 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pu39i | false | null | t3_17pu39i | /r/LocalLLaMA/comments/17pu39i/deploy_llama_on_gpus_on_different_machines/ | false | false | self | 1 | null |
How much would it cost/resources required to train a 7B model on the new RedPajama-Data-V2 30T deduped dataset? | 13 | This is the kind of model I dream of. It would push the 7B model to the absolute limit.
Even better would be training a 34B model on the dataset, as that is the limit of what a lot of people can run locally. | 2023-11-07T13:15:02 | https://www.reddit.com/r/LocalLLaMA/comments/17pu0xc/how_much_would_it_costresources_required_to_train/ | Zyguard7777777 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pu0xc | false | null | t3_17pu0xc | /r/LocalLLaMA/comments/17pu0xc/how_much_would_it_costresources_required_to_train/ | false | false | self | 13 | null |
Current best UNCENSORED model for 3090 and 40gb of ram?(plus 5600x cpu) | 25 | I am looking for recommendations on the current best uncensored models for my set up with a 3090, 40gb of ram and a 5600x cpu.
Also, I have 2 of this exact PC, would I be able to easily benefit using both pcs together in someway? I used to have both gpu in the same desktop for mining but have since put them both sepa... | 2023-11-07T12:59:54 | https://www.reddit.com/r/LocalLLaMA/comments/17ptqt1/current_best_uncensored_model_for_3090_and_40gb/ | Boring_Assignment_33 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ptqt1 | false | null | t3_17ptqt1 | /r/LocalLLaMA/comments/17ptqt1/current_best_uncensored_model_for_3090_and_40gb/ | false | false | self | 25 | null |
Facing problems with Llama-2-7b-chat-hf and langchain | 1 | [removed] | 2023-11-07T12:30:03 | https://www.reddit.com/r/LocalLLaMA/comments/17pt7jh/facing_problems_with_llama27bchathf_and_langchain/ | Relative_Winner_4588 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pt7jh | false | null | t3_17pt7jh | /r/LocalLLaMA/comments/17pt7jh/facing_problems_with_llama27bchathf_and_langchain/ | false | false | self | 1 | null |
Best way for multiple nodes Training | 1 | [removed] | 2023-11-07T11:52:33 | https://www.reddit.com/r/LocalLLaMA/comments/17pskxp/best_way_for_multiple_nodes_training/ | Enkay55 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pskxp | false | null | t3_17pskxp | /r/LocalLLaMA/comments/17pskxp/best_way_for_multiple_nodes_training/ | false | false | self | 1 | null |
Has anyone use Snapdragon 8 gen 2 phones to run 7B/10B models? | 35 | According to the Qualcomm event the new Snapdragon 8 gen 3 could run 10b models with 20 token/sec, which makes me wonder how fast the Snapdragon 8 gen 2 could run models, has anyone used the 8 gen 2 to run 7B/10B models on their phones and how fast the token/sec it runs? | 2023-11-07T10:51:34 | https://www.reddit.com/r/LocalLLaMA/comments/17prnbx/has_anyone_use_snapdragon_8_gen_2_phones_to_run/ | hoseex999 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17prnbx | false | null | t3_17prnbx | /r/LocalLLaMA/comments/17prnbx/has_anyone_use_snapdragon_8_gen_2_phones_to_run/ | false | false | self | 35 | null |
Prompts to fine-tune a story-writing model? | 1 | [removed] | 2023-11-07T09:41:14 | https://www.reddit.com/r/LocalLLaMA/comments/17pqo2m/prompts_to_finetune_a_storywriting_model/ | Guakatiko | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pqo2m | false | null | t3_17pqo2m | /r/LocalLLaMA/comments/17pqo2m/prompts_to_finetune_a_storywriting_model/ | false | false | self | 1 | null |
CogVLM: Visual Expert for Pretrained Language Models | 38 | 2023-11-07T09:31:48 | https://arxiv.org/abs/2311.03079 | zyunztl | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 17pqjo8 | false | null | t3_17pqjo8 | /r/LocalLLaMA/comments/17pqjo8/cogvlm_visual_expert_for_pretrained_language/ | false | false | 38 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/izh8gZHY4FqZ1nwtU1N_TjtohUCNuvTyMn90toXda80.jpg?width=108&crop=smart&auto=webp&s=bc9575b410002edc2df3c5b5b0355fefedc7baa8', 'width': 108}, {'height': 126, 'url': 'h... | ||
Distilling LLM | 11 | I have a thought.
How can we distill large llm models into smaller ones? What if we take weights of something like llama 2 70b, create a 7b model with the same architecture (don't pre-train it), and just take average of 10 weights from 70b model and assign it to the parameter of newly created 7b model (repeat the proc... | 2023-11-07T08:12:32 | https://www.reddit.com/r/LocalLLaMA/comments/17ppjxd/distilling_llm/ | Independent_Key1940 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ppjxd | false | null | t3_17ppjxd | /r/LocalLLaMA/comments/17ppjxd/distilling_llm/ | false | false | self | 11 | null |
Context between calls to local llms | 3 | Hi, my company is setting up our own local llm and I’ve been assuming that when we call on it, every call will be disconnected from previous calls. No memory. Similar to an api call to gpt 3.5. Is this true? Or is there some way for the llm to remember the conversation, similar to the web versions of ChatGPT Plus and C... | 2023-11-07T08:02:31 | https://www.reddit.com/r/LocalLLaMA/comments/17ppfku/context_between_calls_to_local_llms/ | Ok_Relationship_9879 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ppfku | false | null | t3_17ppfku | /r/LocalLLaMA/comments/17ppfku/context_between_calls_to_local_llms/ | false | false | self | 3 | null |
Facing problems with Llama-2-7b-chat-hf and langchain | 1 | I want to create an application that uses llama-2-7b-chat-hf to chat with PDFs.
Steps I followed are in the colab notebook below -
[https://colab.research.google.com/drive/1SS4JWvFb\_SapmDMedcHZvRgs1Bd2MjZQ?usp=sharing](https://colab.research.google.com/drive/1SS4JWvFb_SapmDMedcHZvRgs1Bd2MjZQ?usp=sharing)
I ... | 2023-11-07T07:15:16 | https://www.reddit.com/r/LocalLLaMA/comments/17post6/facing_problems_with_llama27bchathf_and_langchain/ | Relative_Winner_4588 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17post6 | false | null | t3_17post6 | /r/LocalLLaMA/comments/17post6/facing_problems_with_llama27bchathf_and_langchain/ | false | false | spoiler | 1 | {'enabled': False, 'images': [{'id': 'nkhh65ujo5BznFJFojoMPaKjGuLSpPj6KGhRov-ykOg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/0-fRWqjlLadVXj5pfYp4_Oe3xgBWE-_rdjVSn7hlohI.jpg?width=108&crop=smart&auto=webp&s=f34d2dfdbbfa7de0f1956f186fd8430ee96a1a55', 'width': 108}, {'height': 216, 'url': '... |
The truth about Llama | 1 | [removed] | 2023-11-07T06:56:12 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 17pojsk | false | null | t3_17pojsk | /r/LocalLLaMA/comments/17pojsk/the_truth_about_llama/ | false | false | default | 1 | null | ||
Mistral-7B training/fine-tuning | 5 | Hello,
I plan to continue training Mistral-7B base model to make it a bit better in Polish language. It is already quite fluent so it can become solid base model for various downstream tasks in the future. I have access to 4x A100 GPUs
​
My plan is to train it on the same datasets that were used to train... | 2023-11-07T06:45:41 | https://www.reddit.com/r/LocalLLaMA/comments/17poerg/mistral7b_trainingfinetuning/ | zibenmoka | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17poerg | false | null | t3_17poerg | /r/LocalLLaMA/comments/17poerg/mistral7b_trainingfinetuning/ | false | false | self | 5 | null |
GitHub - FraunhoferISST/diva: Scalable data management system with an AI powered profiling and metadata enrichment | 1 | Did anyone of you ever tried this and know something similar or better? | 2023-11-07T05:36:19 | https://github.com/FraunhoferISST/diva | Deep-View-2411 | github.com | 1970-01-01T00:00:00 | 0 | {} | 17pneqb | false | null | t3_17pneqb | /r/LocalLLaMA/comments/17pneqb/github_fraunhoferisstdiva_scalable_data/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'RyiWGV-qTdIVIGRGjjlmD_KOXVKIJjFm7rHetRzvg9g', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/cN6R40HW9upcwVL8xm6_MEK9sLih3WFdJZf0x3Q-svs.jpg?width=108&crop=smart&auto=webp&s=32859780cf62330c89053025f9400feada57cece', 'width': 108}, {'height': 108, 'url': 'h... | |
Anyone have a tutorial/guide on how to train a coding LLM to handle a particular framework api? | 2 | i simply want to take a python coding LLM, and give it a popular python framework and help me code in it.
what is the secret sauce methodology to make this happen? | 2023-11-07T05:35:13 | https://www.reddit.com/r/LocalLLaMA/comments/17pne2e/anyone_have_a_tutorialguide_on_how_to_train_a/ | herozorro | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pne2e | false | null | t3_17pne2e | /r/LocalLLaMA/comments/17pne2e/anyone_have_a_tutorialguide_on_how_to_train_a/ | false | false | self | 2 | null |
Can someone please explain what is LlamaIndex, its purposes, and the differences with LangChain? | 5 | I joined this sub yesterday and am coming across mentions of LlamaIndex often. I was wondering what it is and what purpose it is serving. Also, how does it differ from LangChain? | 2023-11-07T05:24:07 | https://www.reddit.com/r/LocalLLaMA/comments/17pn7vg/can_someone_please_explain_what_is_llamaindex_its/ | AMGraduate564 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pn7vg | false | null | t3_17pn7vg | /r/LocalLLaMA/comments/17pn7vg/can_someone_please_explain_what_is_llamaindex_its/ | false | false | self | 5 | null |
How to update context_window here? | 1 | [removed] | 2023-11-07T04:26:48 | https://www.reddit.com/r/LocalLLaMA/comments/17pmat0/how_to_update_context_window_here/ | ianuvrat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pmat0 | false | null | t3_17pmat0 | /r/LocalLLaMA/comments/17pmat0/how_to_update_context_window_here/ | false | false | 1 | null | |
MFTCoder: Boosting Code LLMs with Multitask Fine-Tuning | 22 | 2023-11-07T04:12:36 | https://github.com/codefuse-ai/MFTCOder | ninjasaid13 | github.com | 1970-01-01T00:00:00 | 0 | {} | 17pm2ao | false | null | t3_17pm2ao | /r/LocalLLaMA/comments/17pm2ao/mftcoder_boosting_code_llms_with_multitask/ | false | false | 22 | {'enabled': False, 'images': [{'id': 'PW8FLeSTRZJR_NMtK6_LXvQV3lIt3XsS2HgCZE7Ij44', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/AgcHTjRFgYREr4W6-Be973t7mO78VUwPkqbCqxtV8Xs.jpg?width=108&crop=smart&auto=webp&s=4d9f4d649c762a0601c4ed6b56a936cca2f177c0', 'width': 108}, {'height': 108, 'url': 'h... | ||
NVIDIA Jetson AGX Orin 64GB Developer Kit | 1 | After stress full research on laptops for local LLM work I am planning to buy Nvidia Dev Kit mentioned in the headline. I do have laptop with 32 GB RAM and RTX 4060 but it's good for only 3B parameter models.
Want to see if any suggestions/recommendations/warning for NVIDIA Jetson AGX Orin 64GB Developer Kit? | 2023-11-07T03:54:11 | https://www.reddit.com/r/LocalLLaMA/comments/17plr3g/nvidia_jetson_agx_orin_64gb_developer_kit/ | meetrais | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17plr3g | false | null | t3_17plr3g | /r/LocalLLaMA/comments/17plr3g/nvidia_jetson_agx_orin_64gb_developer_kit/ | false | false | self | 1 | null |
Can Ollama run in parallel / My benchmark / Can it go faster? | 1 | So I had this ambitious idea to run ollama locally and build out a UI and tunnel out my local llama to my app and have a nice little app running. My computer is super CPU intensive but crappy GPU from crypto hdd mining days.
CPU: AMD Ryzen Threadripper 3970X 32-core
GPU: Nvidia GTX 1080
RAM: 256GB
When running... | 2023-11-07T03:33:50 | https://www.reddit.com/r/LocalLLaMA/comments/17pledu/can_ollama_run_in_parallel_my_benchmark_can_it_go/ | w0ngz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pledu | false | null | t3_17pledu | /r/LocalLLaMA/comments/17pledu/can_ollama_run_in_parallel_my_benchmark_can_it_go/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'CE6qIRahagW3LezMgEIIv6vP2F30Y7UwT0GHr0Xeif8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/8yTBZ8WNyAv8uOw_MghdYI1Amsjyg6BPtf37zm2vwoo.jpg?width=108&crop=smart&auto=webp&s=1c090cfb4255a76c588b99efa1b8cbe434ee889b', 'width': 108}, {'height': 108, 'url': 'h... |
Can Ollama run in parallel / My benchmark / Can it go faster? | 1 | So I had this ambitious idea to run ollama locally and build out a UI and tunnel out my local llama to my app and have a nice little app running. My computer is super CPU intensive but crappy GPU from crypto hdd mining days.
CPU: AMD Ryzen Threadripper 3970X 32-core
GPU: Nvidia GTX 1080
RAM: 256GB
When running... | 2023-11-07T03:33:50 | https://www.reddit.com/r/LocalLLaMA/comments/17pledr/can_ollama_run_in_parallel_my_benchmark_can_it_go/ | w0ngz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pledr | false | null | t3_17pledr | /r/LocalLLaMA/comments/17pledr/can_ollama_run_in_parallel_my_benchmark_can_it_go/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'CE6qIRahagW3LezMgEIIv6vP2F30Y7UwT0GHr0Xeif8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/8yTBZ8WNyAv8uOw_MghdYI1Amsjyg6BPtf37zm2vwoo.jpg?width=108&crop=smart&auto=webp&s=1c090cfb4255a76c588b99efa1b8cbe434ee889b', 'width': 108}, {'height': 108, 'url': 'h... |
What if… arrakis did fail? | 2 | Today GPT4 Turbo was released, so what about the rumor that project arrakis was GPT4 Turbo and underperformed? There was also rumor that it was scrapped. So was it all fake news?
What if….
Arrakis was indeed about making GPT4 turbo faster and cheaper. Now GPT4 Turbo is not actually faster, Altman said that they are f... | 2023-11-07T03:24:25 | https://www.reddit.com/r/LocalLLaMA/comments/17pl7q3/what_if_arrakis_did_fail/ | GoTrojan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pl7q3 | false | null | t3_17pl7q3 | /r/LocalLLaMA/comments/17pl7q3/what_if_arrakis_did_fail/ | false | false | self | 2 | null |
Fine-tuning through prompts? | 1 | So at work, while there was a discussion on fine-tuning, my colleague said that by supplying a local LLM prompts instead of data, one can fine-tune an LLM to handle those kind of prompts and enable the LLM to produce the same kind of output. Is this true? | 2023-11-07T02:59:03 | https://www.reddit.com/r/LocalLLaMA/comments/17pkq34/finetuning_through_prompts/ | RAIV0LT | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pkq34 | false | null | t3_17pkq34 | /r/LocalLLaMA/comments/17pkq34/finetuning_through_prompts/ | false | false | self | 1 | null |
What Are The Top Groups Working On Open Source A.G.I.? | 1 | * Ben Goertzel (iirc he's the progenitor of the term "A.G.I.") is open about what he's building
* Hawkins and his Thousand Brains hypothesis, and he's built OSS software
* Giulio Tononi has IIT, which isn't AI, but an attempt to mathematically describe consciousness nonetheless
What other groups are working on it, a... | 2023-11-07T02:02:41 | https://www.reddit.com/r/LocalLLaMA/comments/17pjmfz/what_are_the_top_groups_working_on_open_source_agi/ | BayesMind | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17pjmfz | false | null | t3_17pjmfz | /r/LocalLLaMA/comments/17pjmfz/what_are_the_top_groups_working_on_open_source_agi/ | false | false | self | 1 | null |
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