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Whats the actual use of agents? | 1 | [removed] | 2024-02-08T15:52:14 | https://www.reddit.com/r/LocalLLaMA/comments/1alysoc/whats_the_actual_use_of_agents/ | Silver_Equivalent_58 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alysoc | false | null | t3_1alysoc | /r/LocalLLaMA/comments/1alysoc/whats_the_actual_use_of_agents/ | false | false | self | 1 | null |
connecting a git repository to a coding LLM | 1 | hi there, how can I connect a git repo to an LLM, so I can do some inference and static analysis or just ask the LLM about that specific code. thx in advance. | 2024-02-08T15:52:04 | https://www.reddit.com/r/LocalLLaMA/comments/1alysj1/connecting_a_git_repository_to_a_coding_llm/ | hanzabu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alysj1 | false | null | t3_1alysj1 | /r/LocalLLaMA/comments/1alysj1/connecting_a_git_repository_to_a_coding_llm/ | false | false | self | 1 | null |
LLM-RAT that grabs "most recent" or "oldest" queries | 1 | I'm not sure if this is going to be appropriate for a RAG solution, but I'm building a program that can search through some patient notes and allow physicians to ask questions about that note. One thing I'm trying to wrap my head around is how would a RAG addition to my LLM deal with questions such as "can you tell me ... | 2024-02-08T15:34:12 | https://www.reddit.com/r/LocalLLaMA/comments/1alydzj/llmrat_that_grabs_most_recent_or_oldest_queries/ | johnathanjones1998 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alydzj | false | null | t3_1alydzj | /r/LocalLLaMA/comments/1alydzj/llmrat_that_grabs_most_recent_or_oldest_queries/ | false | false | self | 1 | null |
How to run fuyu-8b in google collab | 1 | [removed] | 2024-02-08T15:13:47 | https://www.reddit.com/r/LocalLLaMA/comments/1alxxjr/how_to_run_fuyu8b_in_google_collab/ | MLer-India | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alxxjr | false | null | t3_1alxxjr | /r/LocalLLaMA/comments/1alxxjr/how_to_run_fuyu8b_in_google_collab/ | false | false | self | 1 | null |
Deep Reinforcement Learning Tutorial | 1 | [removed] | 2024-02-08T15:12:43 | https://www.reddit.com/r/LocalLLaMA/comments/1alxwog/deep_reinforcement_learning_tutorial/ | ml_dnn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alxwog | false | null | t3_1alxwog | /r/LocalLLaMA/comments/1alxwog/deep_reinforcement_learning_tutorial/ | false | false | self | 1 | null |
Best Local Models - 14B, 7B Parameters or less for handling basic writing tasks in a Word processor | 6 | We are looking to add a Recommended models section to our Fusion Quill windows app, which currently uses Mistral Instruct v0.2 7B Q4KM for Local Inference. We like it because it follows basic instructions well, has a 32K Context and is a good balance of speed and accuracy.
Looking for the other local models (14B, 7B o... | 2024-02-08T14:47:33 | https://www.reddit.com/r/LocalLLaMA/comments/1alxcnx/best_local_models_14b_7b_parameters_or_less_for/ | softwareweaver | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alxcnx | false | null | t3_1alxcnx | /r/LocalLLaMA/comments/1alxcnx/best_local_models_14b_7b_parameters_or_less_for/ | false | false | self | 6 | null |
Can LLM be taken as approximation of human inteligence | 1 | 1. They are trained on natural language;
2. Natural language is used by humans not only to write but to speak and think also;
3. Can we combine an LLM with some kind of knowledge structuring methods (such as rdf graphs) to get an agi? Glue them with a logical language maybe, like datalog? | 2024-02-08T14:42:54 | https://www.reddit.com/r/LocalLLaMA/comments/1alx93u/can_llm_be_taken_as_approximation_of_human/ | tema3210 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alx93u | false | null | t3_1alx93u | /r/LocalLLaMA/comments/1alx93u/can_llm_be_taken_as_approximation_of_human/ | false | false | self | 1 | null |
Optimal LLM for CPU Usage: Seeking Faster Alternatives | 5 | In my quest to find the fastest Large Language Model (LLM) that can run on a CPU, I experimented with Mistral-7b, but it proved to be quite slow. Tiny models, on the other hand, yielded unsatisfactory results. I need to run an LLM on a CPU for a specific project. What recommendations do you have for a more effective ap... | 2024-02-08T14:42:41 | https://www.reddit.com/r/LocalLLaMA/comments/1alx8xu/optimal_llm_for_cpu_usage_seeking_faster/ | CommitteeHairy6435 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alx8xu | false | null | t3_1alx8xu | /r/LocalLLaMA/comments/1alx8xu/optimal_llm_for_cpu_usage_seeking_faster/ | false | false | self | 5 | null |
Bard becomes Gemini: Try Ultra 1.0 and a new mobile app today | 83 | 2024-02-08T13:58:19 | https://blog.google/products/gemini/bard-gemini-advanced-app/ | newyorkfuckingcity | blog.google | 1970-01-01T00:00:00 | 0 | {} | 1alwaic | false | null | t3_1alwaic | /r/LocalLLaMA/comments/1alwaic/bard_becomes_gemini_try_ultra_10_and_a_new_mobile/ | false | false | 83 | {'enabled': False, 'images': [{'id': 'A6tdMY3if6ksyYDiEYjs-z-2UrfJqzrcXZTXYFJNLY4', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/Mmmkeel_z4SYwn_4pPRn6UZqw_WzTlFseBJDXOky1d0.jpg?width=108&crop=smart&auto=webp&s=e77e7811bb85997636d807b5b583109f8519fb79', 'width': 108}, {'height': 121, 'url': 'h... | ||
Remote server for LM Studio? | 1 | Currently my proccessor and RAM appear to fail at most LLM models with LM Studio. I searched here and Google and couldn't find a good answer. Is there a way to pay for online hosting that lets me use LM Studio, or some other headless way to have my own URL I can visit to use it?
I'm not super down the rabbit hole ... | 2024-02-08T13:51:16 | https://www.reddit.com/r/LocalLLaMA/comments/1alw5i6/remote_server_for_lm_studio/ | Cupcake_Shake | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alw5i6 | false | null | t3_1alw5i6 | /r/LocalLLaMA/comments/1alw5i6/remote_server_for_lm_studio/ | false | false | self | 1 | null |
Leaderboard for Inference Speed on CPU [Question] | 14 | Is there any public and up-to-date leaderboard for the inference speed (in tokens/second) for open-source LLMs on a CPU? I'm unable to find something that caters to CPU **and** is up-to-date with the recent developments in the SLM space | 2024-02-08T13:44:23 | https://www.reddit.com/r/LocalLLaMA/comments/1alw0q5/leaderboard_for_inference_speed_on_cpu_question/ | Subject-Revolution-3 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alw0q5 | false | null | t3_1alw0q5 | /r/LocalLLaMA/comments/1alw0q5/leaderboard_for_inference_speed_on_cpu_question/ | false | false | self | 14 | null |
Using ollama to serve my Llava model, what are the API commands to send an image with a question? | 1 | I only see the text requests, not the image one.
Thanks all! | 2024-02-08T13:02:47 | https://www.reddit.com/r/LocalLLaMA/comments/1alv7ps/using_ollama_to_serve_my_llava_model_what_are_the/ | oodelay | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alv7ps | false | null | t3_1alv7ps | /r/LocalLLaMA/comments/1alv7ps/using_ollama_to_serve_my_llava_model_what_are_the/ | false | false | self | 1 | null |
We made a game powered by LLama LLM | 1 | [removed] | 2024-02-08T11:46:06 | https://www.reddit.com/r/LocalLLaMA/comments/1altvwh/we_made_a_game_powered_by_llama_llm/ | BroesPoes | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1altvwh | false | null | t3_1altvwh | /r/LocalLLaMA/comments/1altvwh/we_made_a_game_powered_by_llama_llm/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'qvDv7czsw_03u8CwGcm_6iWyFal2xQ74ReW_OfNOx88', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/frgzkgraWb6N6VGcgPV3fYyjkWRP9S_h56WIBIUyrsc.jpg?width=108&crop=smart&auto=webp&s=33dce983824fdcc49411e8b5905f0c3771b7c972', 'width': 108}, {'height': 108, 'url': 'h... |
What are the training formats? I saw another new one yesterday | 1 | [removed] | 2024-02-08T11:25:17 | https://www.reddit.com/r/LocalLLaMA/comments/1altk65/what_are_the_training_formats_i_saw_another_new/ | learning_hedonism | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1altk65 | false | null | t3_1altk65 | /r/LocalLLaMA/comments/1altk65/what_are_the_training_formats_i_saw_another_new/ | false | false | self | 1 | null |
How to convert Llama2 and Mistral models to TFlite ? | 4 | I saw that it is possible to run GPT2 in Android using KerasNLP
[https://www.tensorflow.org/lite/examples/auto\_complete/overview](https://www.tensorflow.org/lite/examples/auto_complete/overview)
I am eager to run Llama 2 or Mistral in the same way
I am currently using MLC-LLM and also interested other ways.
I s... | 2024-02-08T11:19:09 | https://www.reddit.com/r/LocalLLaMA/comments/1altgos/how_to_convert_llama2_and_mistral_models_to_tflite/ | RageshAntony | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1altgos | false | null | t3_1altgos | /r/LocalLLaMA/comments/1altgos/how_to_convert_llama2_and_mistral_models_to_tflite/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'X-wKcTKmnQRaY7Q0VF7Fv5E2VV8HI6yDgaH8MhXzwMA', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/GNJbWs6CW1a53fXQRWOI5OhLXC039kRrxqOTIENek-Y.jpg?width=108&crop=smart&auto=webp&s=0b0d4b40e6bfdd0c8bda42407a2080c90d085f8a', 'width': 108}, {'height': 121, 'url': 'h... |
LLaMa2Lang v0.5! Finetune and DPO RLHF LLaMa, Mistral and more for free to any language. | 24 | It's been a while since our last update but we return with useful additions to finetune any instruct model to any language and extend it using DPO. We have added a lot more translation methods so you can tailor and find the best one for your language. Then finetune and DPO it for free on a Colab GPU or similar.
Check ... | 2024-02-08T11:09:09 | https://www.reddit.com/r/LocalLLaMA/comments/1altb3h/llama2lang_v05_finetune_and_dpo_rlhf_llama/ | UnderstandLingAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1altb3h | false | null | t3_1altb3h | /r/LocalLLaMA/comments/1altb3h/llama2lang_v05_finetune_and_dpo_rlhf_llama/ | false | false | self | 24 | {'enabled': False, 'images': [{'id': 'OLPTEU_1Z9ppkUMsB497elnsiaBdbSLAmBjvBeSUgoE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/evQHHLD2p_rZbnIuhydo1Z1WA1PtPX_nJLOfEniQC_8.jpg?width=108&crop=smart&auto=webp&s=0ecf53704303888043aba3cc23baada147649146', 'width': 108}, {'height': 108, 'url': 'h... |
Is Mamba Capable of In-Context Learning? | 20 | *Link:* [https://arxiv.org/abs/2402.03170](https://arxiv.org/abs/2402.03170)
*Authors:* Riccardo Grazzi\*, Julien Siems\*, Simon Schrodi, Thomas Brox, Frank Hutter
\*equal contribution
*Abstract:* This work provides empirical evidence that Mamba, a newly proposed selective structured state space model, has similar i... | 2024-02-08T10:37:26 | https://www.reddit.com/r/LocalLLaMA/comments/1alsuqp/is_mamba_capable_of_incontext_learning/ | Yossarian_1234 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alsuqp | false | null | t3_1alsuqp | /r/LocalLLaMA/comments/1alsuqp/is_mamba_capable_of_incontext_learning/ | false | false | self | 20 | null |
Measuring the performance and quality of models from different providers? | 5 | Hey folks,
I know evaluating models is a big thing and benchmarks are kinda worthless for anything other than marketing. How has everyone been measuring the performance and quality of models from different providers?
I am trying to figure out if its worth using anything other than openai.
I have seen some playgroun... | 2024-02-08T10:35:52 | https://www.reddit.com/r/LocalLLaMA/comments/1alstys/measuring_the_performance_and_quality_of_models/ | Weekly-Document9149 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alstys | false | null | t3_1alstys | /r/LocalLLaMA/comments/1alstys/measuring_the_performance_and_quality_of_models/ | false | false | self | 5 | null |
Coding model with a good Tcl support? | 3 | I've tested a few models and in their answers there are some traces of Tcl that must have been in their training data, but I haven't yet seen a model that actually advertises Tcl support - assuming the results will be better then. TBH I'm not surprised at all, Tcl has gone out of vogue, but it's worth a try... Is there... | 2024-02-08T10:14:20 | https://www.reddit.com/r/LocalLLaMA/comments/1alsiwk/coding_model_with_a_good_tcl_support/ | Nindaleth | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alsiwk | false | null | t3_1alsiwk | /r/LocalLLaMA/comments/1alsiwk/coding_model_with_a_good_tcl_support/ | false | false | self | 3 | null |
what is the total context length in vllm ? | 1 | In VLLM batch prompting. if the total context length of a model is 4k. what does it mean in batch promting ?
each prompt can have a maximum of 4k length or combining all the prompt should not cross 4k length | 2024-02-08T09:56:10 | https://www.reddit.com/r/LocalLLaMA/comments/1als9j9/what_is_the_total_context_length_in_vllm/ | Alert_Director_2836 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1als9j9 | false | null | t3_1als9j9 | /r/LocalLLaMA/comments/1als9j9/what_is_the_total_context_length_in_vllm/ | false | false | self | 1 | null |
Nighttime Views of the GPU Clusters and Compute Rack at Work | 90 | 2024-02-08T09:54:19 | kyleboddy | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1als8mp | false | null | t3_1als8mp | /r/LocalLLaMA/comments/1als8mp/nighttime_views_of_the_gpu_clusters_and_compute/ | false | false | 90 | {'enabled': True, 'images': [{'id': 'FBCOB3I2vcQZyL86JiQDOn6blfgvsVVP7MAOBr9LWL8', 'resolutions': [{'height': 144, 'url': 'https://preview.redd.it/ze0xf2m93chc1.jpeg?width=108&crop=smart&auto=webp&s=c34c798afee9c0f2743146d71cf3ded2597e2ce0', 'width': 108}, {'height': 288, 'url': 'https://preview.redd.it/ze0xf2m93chc1.j... | |||
When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards | 152 | 2024-02-08T09:33:51 | ninjasaid13 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1alryn6 | false | null | t3_1alryn6 | /r/LocalLLaMA/comments/1alryn6/when_benchmarks_are_targets_revealing_the/ | false | false | 152 | {'enabled': True, 'images': [{'id': 'XPVeo9sFhUCe26VrwZ_vmTXJylwzoZ4nHxYctqG0SiI', 'resolutions': [{'height': 93, 'url': 'https://preview.redd.it/8ujmlqgnzbhc1.png?width=108&crop=smart&auto=webp&s=8c0c87bc354339a1ceb28f014b67b2ab6644c5ff', 'width': 108}, {'height': 186, 'url': 'https://preview.redd.it/8ujmlqgnzbhc1.png... | |||
How to update a model used by llamafile? | 1 | Llamafile allows to use a variety of models. Once a model is chosen, how can I feed that model with my own information? PDF's or texts of any kind | 2024-02-08T09:11:53 | https://www.reddit.com/r/LocalLLaMA/comments/1alrnvb/how_to_update_a_model_used_by_llamafile/ | Lakro | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alrnvb | false | null | t3_1alrnvb | /r/LocalLLaMA/comments/1alrnvb/how_to_update_a_model_used_by_llamafile/ | false | false | self | 1 | null |
<dummy32000> | 1 | Hi all,
LLM newbie here...
I'm using a mistral-instruct model to generate some code using local.ai.
Sometimes, the generated code has `<dummy32000>` at the end of the content.
What's that? And is it possible to avoid generating it? | 2024-02-08T09:02:53 | https://www.reddit.com/r/LocalLLaMA/comments/1alrjaq/dummy32000/ | ytklx | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alrjaq | false | null | t3_1alrjaq | /r/LocalLLaMA/comments/1alrjaq/dummy32000/ | false | false | default | 1 | null |
exllama vs exllamaV2 with GPTQ | 1 | [removed] | 2024-02-08T08:55:47 | https://www.reddit.com/r/LocalLLaMA/comments/1alrfik/exllama_vs_exllamav2_with_gptq/ | Big_Art5869 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alrfik | false | null | t3_1alrfik | /r/LocalLLaMA/comments/1alrfik/exllama_vs_exllamav2_with_gptq/ | false | false | self | 1 | null |
Censorship irony... | 1 | 2024-02-08T08:20:08 | LeeBristol | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1alqy17 | false | null | t3_1alqy17 | /r/LocalLLaMA/comments/1alqy17/censorship_irony/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'efqMKdrq8s7g3u0QncUGCxjVUTtm7O-_dlKijg3oIWU', 'resolutions': [{'height': 140, 'url': 'https://preview.redd.it/gxds8w0fmbhc1.jpeg?width=108&crop=smart&auto=webp&s=cdad6b83feeec71a6ca2665afe9f47d71bb1f6fe', 'width': 108}, {'height': 281, 'url': 'https://preview.redd.it/gxds8w0fmbhc1.j... | |||
Mamba for OthelloGPT Experiment Paper | 9 | https://x.com/alexandretl2/status/1754927881178791962?s=61&t=tHcPPlKi_G7OoyasQK8oDQ | 2024-02-08T07:25:16 | https://www.reddit.com/r/LocalLLaMA/comments/1alq6bh/mamba_for_othellogpt_experiment_paper/ | lakolda | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alq6bh | false | null | t3_1alq6bh | /r/LocalLLaMA/comments/1alq6bh/mamba_for_othellogpt_experiment_paper/ | false | false | self | 9 | {'enabled': False, 'images': [{'id': 'UhqwvCxwY6qYtph6L1LqvM566hmyRnBIIwE03gX7qGs', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/qAl4Lk25l-3F3VX150eiT6XvKGD1zqPJVDgrmxTqbwg.jpg?width=108&crop=smart&auto=webp&s=fa842396dad1dea4b189362738bd06f79f999e1a', 'width': 108}, {'height': 216, 'url': '... |
Have you ever been curious about the system prompt that powers ChatGPT? | 1 | 2024-02-08T06:46:14 | web3samy | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1alplls | false | null | t3_1alplls | /r/LocalLLaMA/comments/1alplls/have_you_ever_been_curious_about_the_system/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'HGwBHXR4Jrngrd-4bllYYQGDUNGTEsvp8P7o3H9rthg', 'resolutions': [{'height': 102, 'url': 'https://preview.redd.it/185wgmjg5bhc1.png?width=108&crop=smart&auto=webp&s=b912fc473665f05af33aff088f17ebdc06dee660', 'width': 108}, {'height': 204, 'url': 'https://preview.redd.it/185wgmjg5bhc1.pn... | |||
How to use nemo-guardrails? how to know that is not policy violation and then to pass query to primary LLM? | 1 | [removed] | 2024-02-08T06:45:32 | https://www.reddit.com/r/LocalLLaMA/comments/1alpl85/how_to_use_nemoguardrails_how_to_know_that_is_not/ | HappyDataGuy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alpl85 | false | null | t3_1alpl85 | /r/LocalLLaMA/comments/1alpl85/how_to_use_nemoguardrails_how_to_know_that_is_not/ | false | false | self | 1 | null |
Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting | 18 | Lag-Llama is the first open-source foundation model for time series forecasting!
Code: https://github.com/time-series-foundation-models/lag-llama | 2024-02-08T06:40:28 | https://www.reddit.com/r/LocalLLaMA/comments/1alpiiq/lagllama_towards_foundation_models_for/ | Dry_Long3157 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alpiiq | false | null | t3_1alpiiq | /r/LocalLLaMA/comments/1alpiiq/lagllama_towards_foundation_models_for/ | false | false | self | 18 | {'enabled': False, 'images': [{'id': '5vuHalE3CP4o1Va2zohw2tlhCUGeZsju7DvT32gAUWM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/kRsW0SeFEnwo82H-F2Cjyq8O4fEn-NUsQvik6q3b5Nk.jpg?width=108&crop=smart&auto=webp&s=ba63b1c7e0e732ff7265b76163931ac5bb1c2b56', 'width': 108}, {'height': 108, 'url': 'h... |
Github for prompts? | 24 | Wondering if there's a place where people iterate and collaborate on system and task specific prompts for various closed/open LLMs?
If there isn't, I'll build one this weekend if people think it's good idea. | 2024-02-08T05:39:21 | https://www.reddit.com/r/LocalLLaMA/comments/1aloif2/github_for_prompts/ | NoConcert8847 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aloif2 | false | null | t3_1aloif2 | /r/LocalLLaMA/comments/1aloif2/github_for_prompts/ | false | false | self | 24 | null |
Information on LLama Precise | 4 | What kind of preset parameter is LLama Precise for role-playing chats?
I'm very new into this and learning through baby steps.
What kind of settings should be used under this preset setting? | 2024-02-08T05:32:54 | https://www.reddit.com/r/LocalLLaMA/comments/1aloelp/information_on_llama_precise/ | N_Al22 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aloelp | false | null | t3_1aloelp | /r/LocalLLaMA/comments/1aloelp/information_on_llama_precise/ | false | false | self | 4 | null |
How to serve LLAVA to multiple users? | 1 | Can we inference and serve a multimodal llm to multiple users like how vllm does? Is it possible? | 2024-02-08T05:31:54 | https://www.reddit.com/r/LocalLLaMA/comments/1aloe04/how_to_serve_llava_to_multiple_users/ | Allergic2Humans | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aloe04 | false | null | t3_1aloe04 | /r/LocalLLaMA/comments/1aloe04/how_to_serve_llava_to_multiple_users/ | false | false | self | 1 | null |
How to serve LLAVA to multiple users? | 9 | Can we inference and serve a multimodal llm to multiple users like how vllm does? Is it possible? | 2024-02-08T05:31:53 | https://www.reddit.com/r/LocalLLaMA/comments/1alodzf/how_to_serve_llava_to_multiple_users/ | Allergic2Humans | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alodzf | false | null | t3_1alodzf | /r/LocalLLaMA/comments/1alodzf/how_to_serve_llava_to_multiple_users/ | false | false | self | 9 | null |
Resources to learning LLM finetuning and how do it really work | 5 | Hello everyone,
I wish you are having a good day, I have recently been working with RAG and a little bit of finetuning.
Can you guys please help me with the proper resources from where I can learn the basic to good level of finetuning, its core and crux? Also, share your knowledge that you have gained from working o... | 2024-02-08T05:25:13 | https://www.reddit.com/r/LocalLLaMA/comments/1alo9ux/resources_to_learning_llm_finetuning_and_how_do/ | One-Difficulty3149 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alo9ux | false | null | t3_1alo9ux | /r/LocalLLaMA/comments/1alo9ux/resources_to_learning_llm_finetuning_and_how_do/ | false | false | self | 5 | null |
Any other GitHub Trackers? | 14 | Local GitHub Copilot alternatives: [https://github.com/ErikBjare/are-copilots-local-yet](https://github.com/ErikBjare/are-copilots-local-yet)
Open source TTS: [https://github.com/Vaibhavs10/open-tts-tracker](https://github.com/Vaibhavs10/open-tts-tracker?tab=readme-ov-file)
​
Wanted to organize a list of GitH... | 2024-02-08T04:48:29 | https://www.reddit.com/r/LocalLLaMA/comments/1alnmkf/any_other_github_trackers/ | shouryannikam | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alnmkf | false | null | t3_1alnmkf | /r/LocalLLaMA/comments/1alnmkf/any_other_github_trackers/ | false | false | self | 14 | {'enabled': False, 'images': [{'id': 'bvDDKJFzTHcBtVH7beolIa62rezoagoq1Jx0OGnABSc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/RIxgHEayOXtGc-j2EkQZ7gvc81z3iFABBBU-BeE2BqE.jpg?width=108&crop=smart&auto=webp&s=30532bf8b1664d71246f51b6157c477d944403c4', 'width': 108}, {'height': 108, 'url': 'h... |
Seeking advice: MacBook Pro M3 - Does number of CPU/GPU cores matter or just max out the memory as much as your budget will allow? | 1 | [removed] | 2024-02-08T03:38:35 | https://www.reddit.com/r/LocalLLaMA/comments/1almbq5/seeking_advice_macbook_pro_m3_does_number_of/ | labloke11 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1almbq5 | false | null | t3_1almbq5 | /r/LocalLLaMA/comments/1almbq5/seeking_advice_macbook_pro_m3_does_number_of/ | false | false | self | 1 | null |
Goliath 120B is really good at storytelling IMO. | 1 | [removed] | 2024-02-08T03:34:10 | https://www.reddit.com/r/LocalLLaMA/comments/1alm8p8/goliath_120b_is_really_good_at_storytelling_imo/ | chakalakasp | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alm8p8 | false | null | t3_1alm8p8 | /r/LocalLLaMA/comments/1alm8p8/goliath_120b_is_really_good_at_storytelling_imo/ | false | false | self | 1 | null |
Thinking about buying MacBook Pro M3 - Does number of CPU/GPU cores matter or just max out the memory as much as your budget will allow? | 1 | [removed] | 2024-02-08T03:01:29 | https://www.reddit.com/r/LocalLLaMA/comments/1alllkd/thinking_about_buying_macbook_pro_m3_does_number/ | labloke11 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alllkd | false | null | t3_1alllkd | /r/LocalLLaMA/comments/1alllkd/thinking_about_buying_macbook_pro_m3_does_number/ | false | false | self | 1 | null |
Tip: Run a local LanguageTool server to correct your spelling/grammar in your prompts | 31 | If you give a LLM dumb prompts, it gives you dumb responses... that's what they do. They see incorrect writing and try to continue the style, reaching into the 300 billion dumb misspelled Internet responses they were trained on.
Hence, good grammar and spelling goes a long way, and it turns out there's a local/offline... | 2024-02-08T02:20:57 | https://www.reddit.com/r/LocalLLaMA/comments/1alks1j/tip_run_a_local_languagetool_server_to_correct/ | mcmoose1900 | self.LocalLLaMA | 2024-02-08T02:53:07 | 0 | {} | 1alks1j | false | null | t3_1alks1j | /r/LocalLLaMA/comments/1alks1j/tip_run_a_local_languagetool_server_to_correct/ | false | false | self | 31 | {'enabled': False, 'images': [{'id': 'Re5c70Wg5QmdHOx8UIHRS70U8lGq5EFuDxhVUul5hsQ', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/kXSFpjPK7qkhQprIqB-lcLJfQOycvpsxNvuGKHT588c.jpg?width=108&crop=smart&auto=webp&s=f4914ba2a5cd8b71b31303a1868f5be2d593aa34', 'width': 108}], 'source': {'height': 12... |
Are LLMs not generative? | 1 | Hello LLM folks! I keep wondering about the generative ability of LLMs and have written a blog about it. IMHO, LLMs cannot be considered truly generative models.
What do you think? Contributions are very welcome! | 2024-02-08T02:07:21 | https://metalwhale.github.io/posts/are-llms-truly-generative/ | metalwhaledev | metalwhale.github.io | 1970-01-01T00:00:00 | 0 | {} | 1alkhog | false | null | t3_1alkhog | /r/LocalLLaMA/comments/1alkhog/are_llms_not_generative/ | false | false | default | 1 | null |
2024 ML GPU Market is Bleak, According to Rumors | 1 | 2024-02-08T01:11:21 | https://www.techradar.com/computing/gpu/new-intel-rumor-suggests-powerful-battlemage-gpu-could-be-ditched-which-should-please-amd-and-nvidia | mcmoose1900 | techradar.com | 1970-01-01T00:00:00 | 0 | {} | 1aljbj6 | false | null | t3_1aljbj6 | /r/LocalLLaMA/comments/1aljbj6/2024_ml_gpu_market_is_bleak_according_to_rumors/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'vq14T7sl4cmcAfZEr1R_iXOMkDy6VFjflbN6ik8O9ho', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/KnPbRSD1fysYHWSn_Tl2QDw0OxY20KctrcaVHvT-b6k.jpg?width=108&crop=smart&auto=webp&s=8b01de805ff69cd383438226dfd08ac1aed099e5', 'width': 108}, {'height': 121, 'url': 'h... | ||
Why does my fine tuning of Mistral 7B Instruct not stop? | 3 | I've been dealing with this problem for a while now. I can not for the life of me get my fine tuned model to stop outputting. It will get the prompt and mimic the styling of the data I trained it on okay. I'm trying to get it to just output short concise sentences, maybe 2 or 3 in some cases but usually just 1. Once th... | 2024-02-08T00:38:12 | https://www.reddit.com/r/LocalLLaMA/comments/1alimnt/why_does_my_fine_tuning_of_mistral_7b_instruct/ | ProjectProgramAMark | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alimnt | false | null | t3_1alimnt | /r/LocalLLaMA/comments/1alimnt/why_does_my_fine_tuning_of_mistral_7b_instruct/ | false | false | self | 3 | null |
Evolution of model usage over time on HuggingChat | 157 | 2024-02-08T00:31:09 | Tucko29 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1alihom | false | null | t3_1alihom | /r/LocalLLaMA/comments/1alihom/evolution_of_model_usage_over_time_on_huggingchat/ | false | false | 157 | {'enabled': True, 'images': [{'id': 'PBNZFiIOINv77TWOgccwA2mgMoPkeeSBeZsf723uwms', 'resolutions': [{'height': 31, 'url': 'https://preview.redd.it/dc7wjb5ua9hc1.jpeg?width=108&crop=smart&auto=webp&s=6ce6e86267c3a7b1cf5591e982a4a540087449e7', 'width': 108}, {'height': 63, 'url': 'https://preview.redd.it/dc7wjb5ua9hc1.jpe... | |||
Evolution of model usage over time on HuggingChat | 1 | 2024-02-08T00:29:57 | https://pbs.twimg.com/media/GFwqY35WYAACcvK?format=jpg&name=orig | Tucko29 | pbs.twimg.com | 1970-01-01T00:00:00 | 0 | {} | 1aligrt | false | null | t3_1aligrt | /r/LocalLLaMA/comments/1aligrt/evolution_of_model_usage_over_time_on_huggingchat/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'V3YRNm5Y3d3cnfudznr6P3--U_bbUE9BoEBddwsIYHo', 'resolutions': [{'height': 31, 'url': 'https://external-preview.redd.it/baAYOT96r-KAAn6ASbOucCPu808W0XVOnuF9zLmavKA.jpg?width=108&crop=smart&auto=webp&s=f79c6caf4fb99a026979fb42ef99e056fedd8936', 'width': 108}, {'height': 63, 'url': 'ht... | |
How to use LibTorch Llama in Unreal Engine 5 | 1 | [removed] | 2024-02-08T00:25:14 | https://www.reddit.com/r/LocalLLaMA/comments/1alidlj/how_to_use_libtorch_llama_in_unreal_engine_5/ | P1ayer-1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alidlj | false | null | t3_1alidlj | /r/LocalLLaMA/comments/1alidlj/how_to_use_libtorch_llama_in_unreal_engine_5/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'GNmnCsRt2z4btq2tKEgV2vnVXzQGIKat8CB9wzDwxDk', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/N2oSLfpci7e6lyA0pNrthgPC9_waDbJf-XKTa2XTYLI.jpg?width=108&crop=smart&auto=webp&s=25a92c5704a22d25037b61760c5d5928388ecba6', 'width': 108}, {'height': 162, 'url': 'h... |
How does video ram sharing work (just a simple explanation to help me choose what to buy, I will research more in-depth on how myself)? What's the cheapest high ram video card that will work? I already got a 2080 Super which seems "fast" enough with 8gb so just want a second card I can offload ram? | 2 | thanks for any assistance! | 2024-02-08T00:21:52 | https://www.reddit.com/r/LocalLLaMA/comments/1alibcf/how_does_video_ram_sharing_work_just_a_simple/ | kalabaddon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alibcf | false | null | t3_1alibcf | /r/LocalLLaMA/comments/1alibcf/how_does_video_ram_sharing_work_just_a_simple/ | false | false | self | 2 | null |
Anyscale endpoints for LLM inference | 3 | Has anyone experience with Anyscale? I am using Mixtral via an Anyscale Endpoind and I am wondering if I can adjust the models config (max_num_tokens or top_p for example)? | 2024-02-08T00:19:18 | https://www.reddit.com/r/LocalLLaMA/comments/1ali9b1/anyscale_endpoints_for_llm_inference/ | LargeBrick7 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ali9b1 | false | null | t3_1ali9b1 | /r/LocalLLaMA/comments/1ali9b1/anyscale_endpoints_for_llm_inference/ | false | false | self | 3 | null |
Best resources to learn about ML, LLMs in 2024? | 8 | What’re some of the best resources to learn about ML for a newbie who has decent python skills?
Thanks! | 2024-02-08T00:06:26 | https://www.reddit.com/r/LocalLLaMA/comments/1alhywh/best_resources_to_learn_about_ml_llms_in_2024/ | ImpossibleBeach6323 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alhywh | false | null | t3_1alhywh | /r/LocalLLaMA/comments/1alhywh/best_resources_to_learn_about_ml_llms_in_2024/ | false | false | self | 8 | null |
Google created a CLI tool that uses llama.cpp to host "local" models on their cloud | 93 | 2024-02-07T23:38:26 | https://cloud.google.com/blog/products/application-development/new-localllm-lets-you-develop-gen-ai-apps-locally-without-gpus | MrBeforeMyTime | cloud.google.com | 1970-01-01T00:00:00 | 0 | {} | 1alhbit | false | null | t3_1alhbit | /r/LocalLLaMA/comments/1alhbit/google_created_a_cli_tool_that_uses_llamacpp_to/ | false | false | 93 | {'enabled': False, 'images': [{'id': 'eoh4CTZZ_WTAaenTSu0Wi1E1Z0rs8zTHFQDDoykO-gA', 'resolutions': [{'height': 44, 'url': 'https://external-preview.redd.it/MmTOJ4vzjA2ycmBJYXIWU9OVOpXg3qwblN8CmEFmRYc.jpg?width=108&crop=smart&auto=webp&s=d230d2c8328c411821706a1776782f37afe6d88b', 'width': 108}, {'height': 89, 'url': 'ht... | ||
Easy way to extend context lenght? | 1 | [removed] | 2024-02-07T23:20:30 | https://www.reddit.com/r/LocalLLaMA/comments/1algwfu/easy_way_to_extend_context_lenght/ | Working-Flatworm-531 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1algwfu | false | null | t3_1algwfu | /r/LocalLLaMA/comments/1algwfu/easy_way_to_extend_context_lenght/ | false | false | self | 1 | null |
MiquMaidv2-70B was released, one version with DPO and it seems there is some MoE of 2x70B | 39 | Hi there, I'm not the author of the model or anything, but I have been enjoying MiquMaidv1, so I was checking HF and noticed the new models.
* MiquMaidv2 70b: https://huggingface.co/NeverSleep/MiquMaid-v2-70B
* MiquMaidv2 70b DPO: https://huggingface.co/NeverSleep/MiquMaid-v2-70B-DPO
But then, noticed there was some ... | 2024-02-07T23:01:03 | https://www.reddit.com/r/LocalLLaMA/comments/1algfo5/miqumaidv270b_was_released_one_version_with_dpo/ | panchovix | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1algfo5 | false | null | t3_1algfo5 | /r/LocalLLaMA/comments/1algfo5/miqumaidv270b_was_released_one_version_with_dpo/ | false | false | self | 39 | {'enabled': False, 'images': [{'id': '1P8YyjstlpfbOJBTpefeVivVeaMDJECS6-mO_0sgqzw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/_diVT_iCH8N_e9cgxNS7okjbOgE_w32WfBtwwgpYOX8.jpg?width=108&crop=smart&auto=webp&s=d66d4f56a66b7340f13879ddb7d570d34c167bff', 'width': 108}, {'height': 116, 'url': 'h... |
Need Help Fine-Tuning Mistral 7B Q4 on My Old PC | 1 | [removed] | 2024-02-07T23:00:37 | https://www.reddit.com/r/LocalLLaMA/comments/1algf8h/need_help_finetuning_mistral_7b_q4_on_my_old_pc/ | Tiny_Yellow_7869 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1algf8h | false | null | t3_1algf8h | /r/LocalLLaMA/comments/1algf8h/need_help_finetuning_mistral_7b_q4_on_my_old_pc/ | false | false | self | 1 | null |
Questions regarding searching for a model(s) for a-case. | 1 |
1) Is there a main website you can use to see which models are “the best” for specific tasks? For example, take this tweet: https://x.com/skalskip92/status/1754916529672438173?s=46&t=58VXpQzzO3pN1VW8RwvMGw. I’m sure there are other models that can perform this task. This model looks interesting, and I wanted to mess a... | 2024-02-07T22:50:24 | https://www.reddit.com/r/LocalLLaMA/comments/1alg6np/questions_regarding_searching_for_a_models_for/ | stuck-in-an-ide | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alg6np | false | null | t3_1alg6np | /r/LocalLLaMA/comments/1alg6np/questions_regarding_searching_for_a_models_for/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'iE79wY7WzD6MbBC3cKknxTHdnu5hCMwC6z_DGaMFLkM', 'resolutions': [{'height': 127, 'url': 'https://external-preview.redd.it/KxD5_OBQJnM2LTxzForEZk65gapcsKRUVcDw_zOgyRI.jpg?width=108&crop=smart&auto=webp&s=6d333d9128284df8f66f621a2fe80bbc9786e088', 'width': 108}, {'height': 255, 'url': '... |
When you use llama.cpp, will GPU offloading happen before or after loading the whole model into RAM? | 11 | I'm asking because I'd like to know if I can reasonably load a model that's slightly larger than the RAM I have available, by using the VRAM to offload the layers.
I know GGUF format and latest llama.cpp allows for GPU offloading of some layers. If I do that, can I, say, offload almost 8GB worth of layers (the amount ... | 2024-02-07T22:37:51 | https://www.reddit.com/r/LocalLLaMA/comments/1alfvkg/when_you_use_llamacpp_will_gpu_offloading_happen/ | x54675788 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alfvkg | false | null | t3_1alfvkg | /r/LocalLLaMA/comments/1alfvkg/when_you_use_llamacpp_will_gpu_offloading_happen/ | false | false | self | 11 | null |
Seems like ChatGPT internal system prompt has been leaked | 170 | 2024-02-07T21:51:44 | https://twitter.com/krishnanrohit/status/1755122786014724125 | iamtdb | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 1alercg | false | {'oembed': {'author_name': 'rohit', 'author_url': 'https://twitter.com/krishnanrohit', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">The system prompt for ChatGPT is absurd! h/t <a href="https://twitter.com/dylan522p?ref_src=twsrc%5Etfw">@dylan522p</a>, and I... | t3_1alercg | /r/LocalLLaMA/comments/1alercg/seems_like_chatgpt_internal_system_prompt_has/ | false | false | 170 | {'enabled': False, 'images': [{'id': 'Vu9Oc3tlwURBilzJ8bDYnhaTs_vE3ehmSm10IegWE8E', 'resolutions': [{'height': 179, 'url': 'https://external-preview.redd.it/eBUR1d7C465atIrKNbh5JLDuIAap1qKj2w-8zOhY_-c.jpg?width=108&crop=smart&auto=webp&s=fd68411874c366eaf94cfa302776b3869c0458cb', 'width': 108}, {'height': 358, 'url': '... | ||
Polka 1.1B: The first open conversational model for Polish language | 1 | For the past month, I've spent my spare time training \[Polka 1.1B\]([https://huggingface.co/eryk-mazus/polka-1.1b-chat](https://huggingface.co/eryk-mazus/polka-1.1b-chat)), the first Polish, general-purpose chatbot that can be run locally.
I took \[TinyLlama-1.1B\]([https://huggingface.co/TinyLlama/TinyLlama-1.1B-in... | 2024-02-07T21:50:53 | https://www.reddit.com/r/LocalLLaMA/comments/1aleqmh/polka_11b_the_first_open_conversational_model_for/ | mr_dicaprio | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aleqmh | false | null | t3_1aleqmh | /r/LocalLLaMA/comments/1aleqmh/polka_11b_the_first_open_conversational_model_for/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'U4p2L5f7-cXiKb5wYWWQin4emkYpsx_-ObO73dAgeuE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/OXP8YniK90M0PioYAGhlO0Pman9iauEmPBKdNzdW82w.jpg?width=108&crop=smart&auto=webp&s=7268154f00aca913740b301e36bec6ddd248a866', 'width': 108}, {'height': 116, 'url': 'h... |
Document with 100,000s Association Rules: Finetuning or RAG | 4 | I have a industry dataset and associated very large industrial documents with almost a millions association rules for a industrial process: IF Value > a AND Value 2 < b THEN Event D will happen with xx% chance. I understand that i can use tradional ML to predict the events based on the data. However, it as been asked t... | 2024-02-07T21:45:52 | https://www.reddit.com/r/LocalLLaMA/comments/1alemdv/document_with_100000s_association_rules/ | Ok-Arm-2232 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alemdv | false | null | t3_1alemdv | /r/LocalLLaMA/comments/1alemdv/document_with_100000s_association_rules/ | false | false | self | 4 | null |
I got access to Upwork's Chatbot Pro and asked it to do their job | 1 | 2024-02-07T21:37:46 | robertverdes | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1alefaq | false | null | t3_1alefaq | /r/LocalLLaMA/comments/1alefaq/i_got_access_to_upworks_chatbot_pro_and_asked_it/ | false | false | 1 | {'enabled': True, 'images': [{'id': '255uuHdWdvOTlQzqBYgwsGKEfkQwc_3V8XXTO2CC_LY', 'resolutions': [{'height': 81, 'url': 'https://preview.redd.it/1wupqsvrf8hc1.jpeg?width=108&crop=smart&auto=webp&s=76a5d19ccb344e979226058e25c4a872ef7c46a9', 'width': 108}, {'height': 162, 'url': 'https://preview.redd.it/1wupqsvrf8hc1.jp... | |||
Mixtral can play Akinator. Kinda. | 31 | 2024-02-07T21:37:38 | Cantflyneedhelp | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1alef67 | false | null | t3_1alef67 | /r/LocalLLaMA/comments/1alef67/mixtral_can_play_akinator_kinda/ | false | false | 31 | {'enabled': True, 'images': [{'id': 'mmRO-qfLZrcYKVm5r9Z3aU92z_jRvPdle2GjT4PFH-I', 'resolutions': [{'height': 82, 'url': 'https://preview.redd.it/jb0wcnepf8hc1.png?width=108&crop=smart&auto=webp&s=36b8e5e55b2d205d5172bd27f1c8702bc931f604', 'width': 108}, {'height': 165, 'url': 'https://preview.redd.it/jb0wcnepf8hc1.png... | |||
Apple Releases MGIE - Instruction Based Image Editing | 22 | [\[2309.17102\] Guiding Instruction-based Image Editing via Multimodal Large Language Models (arxiv.org)](https://arxiv.org/abs/2309.17102)
​ | 2024-02-07T21:28:32 | https://www.reddit.com/r/LocalLLaMA/comments/1ale7cm/apple_releases_mgie_instruction_based_image/ | Aarush_Sah | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ale7cm | false | null | t3_1ale7cm | /r/LocalLLaMA/comments/1ale7cm/apple_releases_mgie_instruction_based_image/ | false | false | self | 22 | null |
I have some servers and want to do some local bots | 1 | A I have three servers each around 64 gig to 128 gig and they each have two GPUs ranging from 4 to 8gb each.
And they each have a couple of terabytes on.
Where do I start in setting up the smallest model to do some basic training but also have API so that I can run some program to summarize documents, then generate que... | 2024-02-07T21:17:24 | https://www.reddit.com/r/LocalLLaMA/comments/1aldxmp/i_have_some_servers_and_want_to_do_some_local_bots/ | bramburn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aldxmp | false | null | t3_1aldxmp | /r/LocalLLaMA/comments/1aldxmp/i_have_some_servers_and_want_to_do_some_local_bots/ | false | false | self | 1 | null |
Do you have prompt guides you like or specific prompting tips | 12 | I have gotten some awesome results with Mixtral but it and other models love to revert back to their boring default state. Some characteristics I notice of this are it’s always about frilly lace, being grateful and some character named Isabella that has dark hair (every single time?)
You got references on prompting yo... | 2024-02-07T21:13:11 | https://www.reddit.com/r/LocalLLaMA/comments/1aldu1l/do_you_have_prompt_guides_you_like_or_specific/ | EarthquakeBass | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aldu1l | false | null | t3_1aldu1l | /r/LocalLLaMA/comments/1aldu1l/do_you_have_prompt_guides_you_like_or_specific/ | false | false | self | 12 | null |
Best LLM with large context window? Not for coding in Feb 2024 | 26 | Hi all,
what is the open LLM model with largest context (Feb 2024)? I know Codellama has 16K, but I need something not code related.
Have you something to suggest where you had good experience with?
Thanks community! | 2024-02-07T21:09:39 | https://www.reddit.com/r/LocalLLaMA/comments/1aldqx1/best_llm_with_large_context_window_not_for_coding/ | ifioravanti | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aldqx1 | false | null | t3_1aldqx1 | /r/LocalLLaMA/comments/1aldqx1/best_llm_with_large_context_window_not_for_coding/ | false | false | self | 26 | null |
Maximizing inference and finetune performance with $500 | 1 | I'm considering a Lenovo p520 (2x16gb 2666mhz + w-2135 processor) with either two tesla p40s, 1 tesla p40 + used 3060 12gb, 1 tesla p40 with double the ram sticks, or 4x32gb and 2x16gb 2666mhz with a used 3060 12gb. What is best for finetuning and running 70b at q5 with $500? It would also be nice to run goliath or sim... | 2024-02-07T20:34:00 | https://www.reddit.com/r/LocalLLaMA/comments/1alcwc1/maximizing_inference_and_finetune_performance/ | oof-baroomf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alcwc1 | false | null | t3_1alcwc1 | /r/LocalLLaMA/comments/1alcwc1/maximizing_inference_and_finetune_performance/ | false | false | self | 1 | null |
llama2 / mistral function calling? | 2 | Hello,
I've set up a llama2-7b as well as a llama2-13b with some faiss search and retrieval.
My next step is to try and recreate the function calling capabilities of chat gpt.
What would be some ways of achieving that? Right now my best option is to use langchain and chain together a model finetuned for function c... | 2024-02-07T20:19:42 | https://www.reddit.com/r/LocalLLaMA/comments/1alcjvq/llama2_mistral_function_calling/ | pisskidney | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alcjvq | false | null | t3_1alcjvq | /r/LocalLLaMA/comments/1alcjvq/llama2_mistral_function_calling/ | false | false | self | 2 | null |
Time to first byte (TTFB) with llama.cpp vs. vllm | 1 | [removed] | 2024-02-07T19:52:44 | https://www.reddit.com/r/LocalLLaMA/comments/1albwc8/time_to_first_byte_ttfb_with_llamacpp_vs_vllm/ | silvanoluciano | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1albwc8 | false | null | t3_1albwc8 | /r/LocalLLaMA/comments/1albwc8/time_to_first_byte_ttfb_with_llamacpp_vs_vllm/ | false | false | self | 1 | null |
LLM Leaderboard with 60+ model & API host combinations | 4 | 2024-02-07T19:27:06 | https://twitter.com/ArtificialAnlys/status/1755284737399362038 | speakerknock | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 1albaas | false | {'oembed': {'author_name': 'ArtificialAnalysis.ai', 'author_url': 'https://twitter.com/ArtificialAnlys', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Launching our LLM Leaderboard with 60+ model & API host combinations 🚀<br><br>This is the most comprehe... | t3_1albaas | /r/LocalLLaMA/comments/1albaas/llm_leaderboard_with_60_model_api_host/ | false | false | 4 | {'enabled': False, 'images': [{'id': '3c7ILsfXjuA7bfLdr9XIJQT8_F1LwFsDSMexQWXYplg', 'resolutions': [{'height': 64, 'url': 'https://external-preview.redd.it/wsXQpZ5Z1OBlVCd8FEJmu9j1FPuxH_sDebw-WdizD-k.jpg?width=108&crop=smart&auto=webp&s=54b0ba3f3c616734e1f6aaeb4d5a15893e2c4a84', 'width': 108}], 'source': {'height': 83,... | ||
Has anyone set up the Self Operating Computer Framework to work with a Local Vision Model like LLaVa? | 7 | I just discovered the Self Operating Computer Framework from Otherside AI (https://github.com/OthersideAI/self-operating-computer) for having AI take mouse and keyboard control over a computer to accomplish prompt tasks (both cool and terrifying in my opinion). My obvious first question is, can I use something other th... | 2024-02-07T19:18:47 | https://www.reddit.com/r/LocalLLaMA/comments/1alb36f/has_anyone_set_up_the_self_operating_computer/ | Porespellar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alb36f | false | null | t3_1alb36f | /r/LocalLLaMA/comments/1alb36f/has_anyone_set_up_the_self_operating_computer/ | false | false | self | 7 | {'enabled': False, 'images': [{'id': 'NzdQugHDkw6yr_bUIes2lDt1kZdBZ64lLG8VN22UDHw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/_vaoYqZvHYeWnj8VVcy8PMrPm_vZdU46vxY0GdZ3CI0.jpg?width=108&crop=smart&auto=webp&s=5d4b2ffd5b64ffeed4e5a4c200c0b3777315074a', 'width': 108}, {'height': 108, 'url': 'h... |
A GPU For Mixtral 8x7b And 10K Tokens Crunshing? | 1 | A GPU+CPU+RAM combination
That can crunsh 10K tokens with ease and fast with 10 token or 20 tokens/s performance?
Basically I will have to process a 10K tokens prompt/memory on one go with Mixtral, and would like to be able to get between 10 t/s and 20 t/s performance.
Appreciate your help. | 2024-02-07T19:10:03 | https://www.reddit.com/r/LocalLLaMA/comments/1alavk5/a_gpu_for_mixtral_8x7b_and_10k_tokens_crunshing/ | CharacterCheck389 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alavk5 | false | null | t3_1alavk5 | /r/LocalLLaMA/comments/1alavk5/a_gpu_for_mixtral_8x7b_and_10k_tokens_crunshing/ | false | false | self | 1 | null |
Best local models for summaries | 9 | What is your go to model for summarizing large amounts of texts regardless of model size? On a related note, has anyone used strategies (like a moving window approach) to deal with very large text files? | 2024-02-07T19:02:30 | https://www.reddit.com/r/LocalLLaMA/comments/1alaoyo/best_local_models_for_summaries/ | Pirarara | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alaoyo | false | null | t3_1alaoyo | /r/LocalLLaMA/comments/1alaoyo/best_local_models_for_summaries/ | false | false | self | 9 | null |
Sparse vs Dense MoE | 6 | I want to try and understand dense vs. sparse MoE models at a conceptual level. I think:
* In a regular MoE model (like Mixtral-8-7b), the individual experts are dense, but the whole is sparse because only 2-3 experts (and their parameter) are active at any one time.
* In the [Sparestral](https://twitter.com/osansevie... | 2024-02-07T18:52:31 | https://www.reddit.com/r/LocalLLaMA/comments/1alag66/sparse_vs_dense_moe/ | Mbando | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1alag66 | false | null | t3_1alag66 | /r/LocalLLaMA/comments/1alag66/sparse_vs_dense_moe/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'I8qnk39CzGaEE5-ROth4u37dpyij6RX05BCzfZ1OADc', 'resolutions': [{'height': 74, 'url': 'https://external-preview.redd.it/EUW4RuqT9FHvZsSCXXqgG2uaYVxIfbK4Mb72mW7WjkY.jpg?width=108&crop=smart&auto=webp&s=53d42e12d94c23af5a744c3f9aecc7a603a1f40e', 'width': 108}], 'source': {'height': 96,... |
From the basics: What are Vector Embeddings? | 1 | I wrote a quick tutorial to help out people who are still getting familiar with the vector and language model space. If you don't have a ML background but would like to get more familiar and start building with it, check it out!
[https://qdrant.tech/articles/what-are-embeddings/](https://qdrant.tech/articles/what-are-... | 2024-02-07T18:20:01 | https://www.reddit.com/r/LocalLLaMA/comments/1al9nqj/from_the_basics_what_are_vector_embeddings/ | sabrinaqno | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al9nqj | false | null | t3_1al9nqj | /r/LocalLLaMA/comments/1al9nqj/from_the_basics_what_are_vector_embeddings/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'uJP1M5yGFs5_CLlntLkgPC80AksMu3ta6wvrSih39ig', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/o5tevIhnr1FvZrX-uNEEpYuOcEm56vD8md1GNg4I6_U.jpg?width=108&crop=smart&auto=webp&s=9b15ec71ae22fea92dd6d3eb565ae341dbbd3b20', 'width': 108}, {'height': 108, 'url': 'h... |
Needs a person who is a lot into LLMs. I am building a legal research platform. | 1 | [removed] | 2024-02-07T18:10:05 | https://www.reddit.com/r/LocalLLaMA/comments/1al9ez1/needs_a_person_who_is_a_lot_into_llms_i_am/ | Traditional-Fly-3445 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al9ez1 | false | null | t3_1al9ez1 | /r/LocalLLaMA/comments/1al9ez1/needs_a_person_who_is_a_lot_into_llms_i_am/ | false | false | self | 1 | null |
What determines if I can run some Model with 8gb Vram (4060) or not? | 2 | So, can you school me a bit? Let's say I was trying to download TheBloke/MythoMax-L2-13B-GPTQ, and I guess 13b means 13 billion something? I guess that's a lot and I don't have enough Vram?
I'm using oogabooga btw.
Please, don't judge, I just want some guidance and it's hard to find something on this subject online. | 2024-02-07T17:46:40 | https://www.reddit.com/r/LocalLLaMA/comments/1al8u8u/what_determines_if_i_can_run_some_model_with_8gb/ | ShovvTime13 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al8u8u | false | null | t3_1al8u8u | /r/LocalLLaMA/comments/1al8u8u/what_determines_if_i_can_run_some_model_with_8gb/ | false | false | self | 2 | null |
LLM Leaderboard with 60+ model & API host combinations | 3 | 2024-02-07T17:32:20 | https://artificialanalysis.ai/leaderboards/hosts | speakerknock | artificialanalysis.ai | 1970-01-01T00:00:00 | 0 | {} | 1al8hob | false | null | t3_1al8hob | /r/LocalLLaMA/comments/1al8hob/llm_leaderboard_with_60_model_api_host/ | false | false | 3 | {'enabled': False, 'images': [{'id': 'RVufpUx3tddh_BCVq7ZzBCU7nLRDZ_d0EprIuvN6J-E', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/DCdYO6jNgcn_GSlWqH68WjiuCVZVwk4zFJeJ-j8Ikbg.jpg?width=108&crop=smart&auto=webp&s=ff8c322202cb0f1a1f82f87a2c77754ddc0b9e61', 'width': 108}, {'height': 120, 'url': 'h... | ||
How to detect bad data in your instruction tuning dataset (for better LLM fine-tuning) | 1 | Hello Redditors!
I've spent some time looking at instruction-tuning (aka LLM Alignment / Fine-Tuning) datasets and I've found that they inevitably have **bad data** lurking within them. This is often what’s preventing LLMs to go from demo to production, not more parameters/GPUs… However, bad instruction-response data ... | 2024-02-07T17:29:02 | https://www.reddit.com/r/LocalLLaMA/comments/1al8ej7/how_to_detect_bad_data_in_your_instruction_tuning/ | cmauck10 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al8ej7 | false | null | t3_1al8ej7 | /r/LocalLLaMA/comments/1al8ej7/how_to_detect_bad_data_in_your_instruction_tuning/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'VpWaYyR4ZmLDDFqMYLX2wun8Zb83JDNiBx3eWP7kfpE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/q3rOCFoWZ5ST1nvbqRAF3LS4V7PXC-8MLK7xzwgh7n8.jpg?width=108&crop=smart&auto=webp&s=0a56b4e9e5582de7f19d4b0b6fa8493fbe30a4ad', 'width': 108}, {'height': 116, 'url': 'h... |
Approximate Matrix Multiplication | 6 | A little while ago, an algorithm called MADDNESS was released which claimed to approximate Matrix Multiplication and yield significant performance improvements. The code for it is available on GitHub (both python and C++) but I found the code a bit convoluted. the algorithm itself is beyond my level of understanding, b... | 2024-02-07T17:14:54 | https://www.reddit.com/r/LocalLLaMA/comments/1al8223/approximate_matrix_multiplication/ | metaprotium | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al8223 | false | null | t3_1al8223 | /r/LocalLLaMA/comments/1al8223/approximate_matrix_multiplication/ | false | false | self | 6 | null |
Local LLM hosting n00b question | 1 | I'm starting a user group/study group for local LLMs. We want to run Llama 2 7b or Mistral 7b and don't have the budget for an Azure A100, but we do have budget for an A10. Can we get away with running an unquantized version, and doing fine tuning with an A10? We're going to run the VM for three hours one day a week, t... | 2024-02-07T17:02:10 | https://www.reddit.com/r/LocalLLaMA/comments/1al7qp9/local_llm_hosting_n00b_question/ | xyz_TrashMan_zyx | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al7qp9 | false | null | t3_1al7qp9 | /r/LocalLLaMA/comments/1al7qp9/local_llm_hosting_n00b_question/ | false | false | self | 1 | null |
New Model: NVIDIA's Parakeet STT models beat whisper-large-v3 | 119 | Didn't even know there was a [leaderboard for speech-recognition](https://huggingface.co/spaces/hf-audio/open_asr_leaderboard) but there is, and NVIDIA's Parakeet supposedly beat whisper-large-v3. [Blog - NVIDIA NeMo](https://nvidia.github.io/NeMo/blogs/#unveiling-nvidia-nemos-parakeet-tdt-turbocharged-asr-with-unrival... | 2024-02-07T16:50:15 | https://www.reddit.com/r/LocalLLaMA/comments/1al7g92/new_model_nvidias_parakeet_stt_models_beat/ | shouryannikam | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al7g92 | false | null | t3_1al7g92 | /r/LocalLLaMA/comments/1al7g92/new_model_nvidias_parakeet_stt_models_beat/ | false | false | self | 119 | {'enabled': False, 'images': [{'id': 'qpFHCKtnuem__FxBNtohlOEyOWI5EyiBdVNSGHifVAU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/8rpQkjp8ZvwggAiSBQ7gDadK67_eIiocZ9Gs8atOul0.jpg?width=108&crop=smart&auto=webp&s=5961b205ed7ec2d77d76a778823a2fd0ad2b2ca8', 'width': 108}, {'height': 116, 'url': 'h... |
What to Do with Leftover GPU Renting Credits? | 1 | After moving to using my own GPUs for AI projects, I realized I'm sitting on a bunch of unused credits from those GPU renting sites. They cost me a pretty penny, and I'd hate to see them go to waste, especially since it's way cheaper using my own setup now.
Anyone got creative ideas on how to use these credits without... | 2024-02-07T16:49:20 | https://www.reddit.com/r/LocalLLaMA/comments/1al7fdn/what_to_do_with_leftover_gpu_renting_credits/ | Matas0 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al7fdn | false | null | t3_1al7fdn | /r/LocalLLaMA/comments/1al7fdn/what_to_do_with_leftover_gpu_renting_credits/ | false | false | self | 1 | null |
New Model: NVIDIA's Parakeet TTS models beat whisper-large-v3 | 2 | Didn't even know there was a [leaderboard for speech-recognition](https://huggingface.co/spaces/hf-audio/open_asr_leaderboard) but there is, and NVIDIA's Parakeet supposedly beat whisper-large-v3. [Blog - NVIDIA NeMo](https://nvidia.github.io/NeMo/blogs/#unveiling-nvidia-nemos-parakeet-tdt-turbocharged-asr-with-unrival... | 2024-02-07T16:42:33 | https://www.reddit.com/r/LocalLLaMA/comments/1al79hj/new_model_nvidias_parakeet_tts_models_beat/ | shouryannikam | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al79hj | false | null | t3_1al79hj | /r/LocalLLaMA/comments/1al79hj/new_model_nvidias_parakeet_tts_models_beat/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'qpFHCKtnuem__FxBNtohlOEyOWI5EyiBdVNSGHifVAU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/8rpQkjp8ZvwggAiSBQ7gDadK67_eIiocZ9Gs8atOul0.jpg?width=108&crop=smart&auto=webp&s=5961b205ed7ec2d77d76a778823a2fd0ad2b2ca8', 'width': 108}, {'height': 116, 'url': 'h... |
Best settings and parameters for running Miqu? | 12 | Hi!
I always struggle to get the right settings for models. Pre-made JSONs work great in Silly Tavern for Mixtral, but I can't seem to get it just right for Miqu, especially when messing with the temperature settings, etc. Since Miqu seems to be one of the best models currently, I'd like to try it to its full potenti... | 2024-02-07T16:42:27 | https://www.reddit.com/r/LocalLLaMA/comments/1al79em/best_settings_and_parameters_for_running_miqu/ | bullerwins | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al79em | false | null | t3_1al79em | /r/LocalLLaMA/comments/1al79em/best_settings_and_parameters_for_running_miqu/ | false | false | self | 12 | null |
Anyone getting any good results with the latest vulkan build | 2 | Post your graphics card, model, and settings if you got them please :) | 2024-02-07T16:39:16 | https://www.reddit.com/r/LocalLLaMA/comments/1al76jd/anyone_getting_any_good_results_with_the_latest/ | richardanaya | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al76jd | false | null | t3_1al76jd | /r/LocalLLaMA/comments/1al76jd/anyone_getting_any_good_results_with_the_latest/ | false | false | self | 2 | null |
Best model for 3060 12gigs | 1 | Hello,
I am using a laptop with 32gigs with an eGPU (3060 12gigs) that I use for Stable Diffusion.
I would like to run an uncensored local LM and if possible all on the 3060, I'd like the system RAM to remain as free as possible and the CPU mostly idle.
I tried dolphin-2.5-mixtral-8x7b-GGUF Q4_K_M but this won't offlo... | 2024-02-07T16:30:39 | https://www.reddit.com/r/LocalLLaMA/comments/1al6z23/best_model_for_3060_12gigs/ | franz1980 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al6z23 | false | null | t3_1al6z23 | /r/LocalLLaMA/comments/1al6z23/best_model_for_3060_12gigs/ | false | false | self | 1 | null |
Mistral-7B-Instruct-v0.2 max context length | 1 | Hi all,
I've been using the Mistral-7B-Instruct-v0.2 model for a while, I have it deployed as an endpoint on my AWS SageMaker instance.
I am using the following config:
config = {
'HF_MODEL_ID': "mistralai/Mistral-7B-Instruct-v0.2",
'SM_NUM_GPUS': json.dumps(number_of_gpu),
'M... | 2024-02-07T16:03:42 | https://www.reddit.com/r/LocalLLaMA/comments/1al6bik/mistral7binstructv02_max_context_length/ | iamtdb | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al6bik | false | null | t3_1al6bik | /r/LocalLLaMA/comments/1al6bik/mistral7binstructv02_max_context_length/ | false | false | self | 1 | null |
Can i run any quantized 70b model on 32gb+12gb VRAM | 1 | I wanted to get my hands on miqu 70b and other newly released 70b models but my PC doesn't allow me to do that. I have a PC with 16GB(8x2) system RAM and 12GB VRAM 3060. Just to try out these 70b beasts locally,i want to upgrade from 16gb to 32gb RAM. Im not thinking of the speed..I just want a PC that can load quantiz... | 2024-02-07T16:00:11 | https://www.reddit.com/r/LocalLLaMA/comments/1al68ex/can_i_run_any_quantized_70b_model_on_32gb12gb_vram/ | pheonis2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al68ex | false | null | t3_1al68ex | /r/LocalLLaMA/comments/1al68ex/can_i_run_any_quantized_70b_model_on_32gb12gb_vram/ | false | false | self | 1 | null |
Why aren't we freaking out more about Mamba/RWKV/XLSTM? | 95 | Long-time lurker, recently I've started commenting more, and now for my first post on this forum where I ask... Why aren't we freaking out more about Mamba/RWKV/XLSTM? Why hasn't there been a big shift towards this class of models?
I understand that it's still nascent, they're still being proven out, and that currentl... | 2024-02-07T15:45:52 | https://www.reddit.com/r/LocalLLaMA/comments/1al5wrf/why_arent_we_freaking_out_more_about/ | dleybz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al5wrf | false | null | t3_1al5wrf | /r/LocalLLaMA/comments/1al5wrf/why_arent_we_freaking_out_more_about/ | false | false | self | 95 | null |
could LLM's summarise 1000s of pages recounting symptoms from complex multisystem illness | 21 | with significant cognitive issues and very complex multi system illness and very limited medical time over past 5 years i’ve been left to deteriorate from how many concurrent issues im experiencing which get lost and neglected from my inability to correctly organise and convey symptoms etc
i’ve kept a journal of sorts... | 2024-02-07T15:44:46 | https://www.reddit.com/r/LocalLLaMA/comments/1al5vt6/could_llms_summarise_1000s_of_pages_recounting/ | euphrone | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al5vt6 | false | null | t3_1al5vt6 | /r/LocalLLaMA/comments/1al5vt6/could_llms_summarise_1000s_of_pages_recounting/ | false | false | self | 21 | null |
local training and inference | 1 | Hi guys i recently got a pc with 4060ti after few days i found a nice deal for rtx 3090 can i use both gpus for training/inference or should i use only 3090 ? what are your thoughts on this? | 2024-02-07T15:17:34 | https://www.reddit.com/r/LocalLLaMA/comments/1al59lw/local_training_and_inference/ | Mountain-Door1991 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al59lw | false | null | t3_1al59lw | /r/LocalLLaMA/comments/1al59lw/local_training_and_inference/ | false | false | self | 1 | null |
Yet another state of the art in LLM quantization | 347 | We made *AQLM*, a state of the art 2-2.5 bit quantization algorithm for large language models.
I’ve just released the code and I’d be glad if you check it out.
[https://arxiv.org/abs/2401.06118](https://arxiv.org/abs/2401.06118)
[https://github.com/Vahe1994/AQLM](https://github.com/Vahe1994/AQLM)
The 2-2.5 bit qu... | 2024-02-07T15:16:44 | https://www.reddit.com/r/LocalLLaMA/comments/1al58xw/yet_another_state_of_the_art_in_llm_quantization/ | black_samorez | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al58xw | false | null | t3_1al58xw | /r/LocalLLaMA/comments/1al58xw/yet_another_state_of_the_art_in_llm_quantization/ | false | false | self | 347 | null |
Deepseek Coder 33B Instruct is available on Together AI | 8 | I was waiting for this model to be available on a hosted provider and pretty happy that its finally here. I can move away from CodeLlama now | 2024-02-07T14:12:23 | https://www.reddit.com/r/LocalLLaMA/comments/1al3trl/deepseek_coder_33b_instruct_is_available_on/ | ragingWater_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al3trl | false | null | t3_1al3trl | /r/LocalLLaMA/comments/1al3trl/deepseek_coder_33b_instruct_is_available_on/ | false | false | self | 8 | null |
Favorite RAG tools/frameworks [Early Feb 2024] | 8 | Hi all,
I've been wanting to get into RAG so I can try chat with PDFs and such, but don't really know where to start. So I turn to my most trusted source of knowledge in the local LLM field, this sub, and want to know what everyone's favorite tools and frameworks are for it as of right now!
And out of curiosity, is bu... | 2024-02-07T14:07:09 | https://www.reddit.com/r/LocalLLaMA/comments/1al3pog/favorite_rag_toolsframeworks_early_feb_2024/ | Sebba8 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al3pog | false | null | t3_1al3pog | /r/LocalLLaMA/comments/1al3pog/favorite_rag_toolsframeworks_early_feb_2024/ | false | false | self | 8 | null |
If I have $200 to burn, should I buy 128gb worth of ram or a used gtx 1080? | 35 | My main goal is to finetune models with llama.cpp given various books and articles on a subject, quantize the result then run them locally. Do I go the cpu+ram path or the gpu path given the budget. | 2024-02-07T14:00:40 | https://www.reddit.com/r/LocalLLaMA/comments/1al3kin/if_i_have_200_to_burn_should_i_buy_128gb_worth_of/ | oldusernumber1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al3kin | false | null | t3_1al3kin | /r/LocalLLaMA/comments/1al3kin/if_i_have_200_to_burn_should_i_buy_128gb_worth_of/ | false | false | self | 35 | null |
SWE-Llama 7b beats GPT-4 at real world coding tasks. | 96 | 2024-02-07T13:47:47 | Zestyclose-Walker | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1al3ara | false | null | t3_1al3ara | /r/LocalLLaMA/comments/1al3ara/swellama_7b_beats_gpt4_at_real_world_coding_tasks/ | false | false | 96 | {'enabled': True, 'images': [{'id': 'T9PWQb_ZjuzOKxjjA2gQfimvNUYSdMIQXbskTf4hvlc', 'resolutions': [{'height': 46, 'url': 'https://preview.redd.it/ail0neut36hc1.png?width=108&crop=smart&auto=webp&s=e182ab09cbfa9f52db21a436bd510891f510d878', 'width': 108}, {'height': 92, 'url': 'https://preview.redd.it/ail0neut36hc1.png?... | |||
Need help with the construction of a dataset (technical feasibility) | 1 | I want to build a specific dataset to fine-tune an LLM, i had this proposition of dataset (only 5 instances) but before continuing building it I need to study the technical feasibility.. like just test this first instance and see if it is good or not (preprocessing..). If anyone can help with the code please...
ht... | 2024-02-07T12:55:30 | https://www.reddit.com/r/LocalLLaMA/comments/1al2adf/need_help_with_the_construction_of_a_dataset/ | Life_Ask2806 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al2adf | false | null | t3_1al2adf | /r/LocalLLaMA/comments/1al2adf/need_help_with_the_construction_of_a_dataset/ | false | false | 1 | null | |
Remove Background Web: In-browser background removal, powered by RMBG-v1.4 and Transformers.js | 1 | 2024-02-07T12:49:24 | https://v.redd.it/4sojw3nct5hc1 | xenovatech | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1al26di | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/4sojw3nct5hc1/DASHPlaylist.mpd?a=1709902177%2CMDNmNmVhMzFjMWZlZjc0YjgxMzQxYTE2MTQ5MmQ5ZjY4ZTYwNGFjMDk5Mzg5NWE0NjVkZDNjOGU5MDkwNDYyNQ%3D%3D&v=1&f=sd', 'duration': 12, 'fallback_url': 'https://v.redd.it/4sojw3nct5hc1/DASH_720.mp4?source=fallback', 'ha... | t3_1al26di | /r/LocalLLaMA/comments/1al26di/remove_background_web_inbrowser_background/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'cXhwMGZ5d210NWhjMTA0HnQ5kuKefyxDmyjtpTLED5xV7jAobCdAFA1fIBzn', 'resolutions': [{'height': 97, 'url': 'https://external-preview.redd.it/cXhwMGZ5d210NWhjMTA0HnQ5kuKefyxDmyjtpTLED5xV7jAobCdAFA1fIBzn.png?width=108&crop=smart&format=pjpg&auto=webp&s=e84d551da3b1750b9601de1a004d177065c1f... | ||
Semantic text similarity | 1 | I have a dataset that have two columns names as text1 and text2. I want to compares sentences from each column and return its similarity score. What is best sota method i can use.
Note
1)dataset doesn't contain label column
2) don't want to implement embedding+cosine similarity,word2vec,tfidf | 2024-02-07T12:13:14 | https://www.reddit.com/r/LocalLLaMA/comments/1al1jek/semantic_text_similarity/ | adeel_hasan81 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al1jek | false | null | t3_1al1jek | /r/LocalLLaMA/comments/1al1jek/semantic_text_similarity/ | false | false | self | 1 | null |
CPU or GPU, which is more important for running local LLM models | 1 | Hello there! I'm looking to build a new PC for myself and want it to be able to run larger local LLM models.
For instance, if I want to be able to run Llama 3 or any other open-source models which will be released this year, what should I be focusing on? Especially if I want to run the models trained on 30B+ paramete... | 2024-02-07T11:44:40 | https://www.reddit.com/r/LocalLLaMA/comments/1al12oc/cpu_or_gpu_which_is_more_important_for_running/ | Relative_Mouse7680 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al12oc | false | null | t3_1al12oc | /r/LocalLLaMA/comments/1al12oc/cpu_or_gpu_which_is_more_important_for_running/ | false | false | self | 1 | null |
HowTo or Tutorial how to Setup a Local LLaMa (for TTS) ? | 1 | [removed] | 2024-02-07T11:40:51 | https://www.reddit.com/r/LocalLLaMA/comments/1al10iu/howto_or_tutorial_how_to_setup_a_local_llama_for/ | gigicarlo_DE | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1al10iu | false | null | t3_1al10iu | /r/LocalLLaMA/comments/1al10iu/howto_or_tutorial_how_to_setup_a_local_llama_for/ | false | false | self | 1 | null |
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