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How does Mistral large work in relation to api roles, content and context window | 1 | First I apologize if this is not the right place to ask this question.
I am trying to find out about the relationship between the elements I listed in the post title, but have only been able to find information largely isolated to each concept on its own and am more trying to find out about how they tie in together... | 2024-03-02T13:43:00 | https://www.reddit.com/r/LocalLLaMA/comments/1b4okhg/how_does_mistral_large_work_in_relation_to_api/ | devblazer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4okhg | false | null | t3_1b4okhg | /r/LocalLLaMA/comments/1b4okhg/how_does_mistral_large_work_in_relation_to_api/ | false | false | self | 1 | null |
LLM with analytical capabilities | 1 | My boss asked me to create an application which can be connected to Redshift or Postgres databases and can retrieve numerical data and can answer financial and analysis questions for the company. He doesn't understand that RAG technique is not suited for numerical analysis stuff. Any idea how I can achieve this.
He me... | 2024-03-02T13:37:06 | https://www.reddit.com/r/LocalLLaMA/comments/1b4og6n/llm_with_analytical_capabilities/ | Fun-Ad953 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4og6n | false | null | t3_1b4og6n | /r/LocalLLaMA/comments/1b4og6n/llm_with_analytical_capabilities/ | false | false | self | 1 | null |
Has anyone developed a reliable SQL agent? | 12 | I've toyed with SQL agents or simple SQL db chains in langchain, mostly with open ai and unsuccesfully with quantized versions of SQL coder. I'm not very impressed with performance of either. GPT4 is best but struggles with nuances in schema, data nuances.
Ive come across some frameworks such as Vanna ai, that claim ... | 2024-03-02T13:13:53 | https://www.reddit.com/r/LocalLLaMA/comments/1b4nzul/has_anyone_developed_a_reliable_sql_agent/ | New-Sugar-2438 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4nzul | false | null | t3_1b4nzul | /r/LocalLLaMA/comments/1b4nzul/has_anyone_developed_a_reliable_sql_agent/ | false | false | self | 12 | null |
As of 2024, what is the state of non-english models (embedding/LLM) for RAG? | 3 | From my exploration it seems like embedding and LLM models (self hosting ones) for RAG are really good in English, but disappointing in other languages, especially for the eastern languages. Has anyone tried models for eastern languages like Japanese or Hindi? | 2024-03-02T12:41:29 | https://www.reddit.com/r/LocalLLaMA/comments/1b4neod/as_of_2024_what_is_the_state_of_nonenglish_models/ | graphitout | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4neod | false | null | t3_1b4neod | /r/LocalLLaMA/comments/1b4neod/as_of_2024_what_is_the_state_of_nonenglish_models/ | false | false | self | 3 | null |
Question: Mixtral-based models vs 20B frankenmerges at logic & complex problem solving | 3 | Hi all,
I've been figuring out the best models I can run with my system (3060 12gb, 64gb ddr5) and found that the old 20B frankenmerges of llama2 13b run at about the same t/s as Mixtral models (~8.8 t/s) at Q4_0 and Q4_K_M quants. I'm curious as to what people's experiences are with both at their ability to understan... | 2024-03-02T12:23:39 | https://www.reddit.com/r/LocalLLaMA/comments/1b4n3a2/question_mixtralbased_models_vs_20b_frankenmerges/ | Sebba8 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4n3a2 | false | null | t3_1b4n3a2 | /r/LocalLLaMA/comments/1b4n3a2/question_mixtralbased_models_vs_20b_frankenmerges/ | false | false | self | 3 | null |
Best models for searching for science and tech information | 4 | Please suggest me some models which have a good knowledge on summarizing information of various topics in sci and tech like arXive publications and so on.
For example, if I'm new to a concept of ML, I'm asking a questions like: "What is overfitting in ML and DL and why it's bad? How to fight it?" and the model gives... | 2024-03-02T12:20:47 | https://www.reddit.com/r/LocalLLaMA/comments/1b4n1hk/best_models_for_searching_for_science_and_tech/ | Gsome90 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4n1hk | false | null | t3_1b4n1hk | /r/LocalLLaMA/comments/1b4n1hk/best_models_for_searching_for_science_and_tech/ | false | false | self | 4 | null |
Which model has the *least* amount of purple prose? | 1 | [removed] | 2024-03-02T12:16:09 | https://www.reddit.com/r/LocalLLaMA/comments/1b4myl6/which_model_has_the_least_amount_of_purple_prose/ | International-Try467 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4myl6 | false | null | t3_1b4myl6 | /r/LocalLLaMA/comments/1b4myl6/which_model_has_the_least_amount_of_purple_prose/ | false | false | self | 1 | null |
Vary-Toy 1.8B | 1 | Please excuse me my ignorance if I say something blasphemous, but... has anyone tried this? Does it need to be 'llamafied' before it can be 'guffed?' Has it been 'llamafied' and/or 'guffed' already?
[https://huggingface.co/HaoranWei/Vary-toy/tree/main](https://huggingface.co/HaoranWei/Vary-toy/tree/main) | 2024-03-02T12:11:16 | https://www.reddit.com/r/LocalLLaMA/comments/1b4mvpp/varytoy_18b/ | Southern_Sun_2106 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4mvpp | false | null | t3_1b4mvpp | /r/LocalLLaMA/comments/1b4mvpp/varytoy_18b/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'OUXpF0iQ-Tlqb0K6C9kZxcrGh9fXYqdXZebUMyrvvYo', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/M3y6XBSDqPdm5qkNOVVa-CtmAOzgJaaffczTW6xz-W0.jpg?width=108&crop=smart&auto=webp&s=0239ba4019be0961b4edd47b8acfb134aa8fa2ea', 'width': 108}, {'height': 116, 'url': 'h... |
PrivateGPT crashes when querying file | 1 | I installed Private GPT and got it up and running.
Everything works, apart from the main feature: being able to query documents. I have tried this with a variety of PDFs and the issue is always the same: Python crashes immediately after I query a doc.
Specs:
MacBook Pro 16-inch 2019
Processor: 2.4 GHz 8-Core Inte... | 2024-03-02T12:00:56 | https://www.reddit.com/r/LocalLLaMA/comments/1b4mpiy/privategpt_crashes_when_querying_file/ | Middle_Ad1687 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4mpiy | false | null | t3_1b4mpiy | /r/LocalLLaMA/comments/1b4mpiy/privategpt_crashes_when_querying_file/ | false | false | default | 1 | null |
"Standard" tokenizer for scientific reporting purposes | 1 | Hi everyone, I am lurking this subreddit since a while and I would have liked to start posting here with some more interesting question, I have many many things to ask and discuss with you :)
But now I'd like to ask a very quick and simple suggestion, that could be useful for others too.
So, I am currently working i... | 2024-03-02T11:23:07 | https://www.reddit.com/r/LocalLLaMA/comments/1b4m3w0/standard_tokenizer_for_scientific_reporting/ | matmanalog | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4m3w0 | false | null | t3_1b4m3w0 | /r/LocalLLaMA/comments/1b4m3w0/standard_tokenizer_for_scientific_reporting/ | false | false | self | 1 | null |
Rate my jank, finally maxed out my available PCIe slots | 388 | 2024-03-02T11:01:48 | https://www.reddit.com/gallery/1b4lru9 | I_AM_BUDE | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1b4lru9 | false | null | t3_1b4lru9 | /r/LocalLLaMA/comments/1b4lru9/rate_my_jank_finally_maxed_out_my_available_pcie/ | false | false | 388 | null | ||
The LLM keeps repeating the same thing | 2 | I am use qwen:1.8b.
https://preview.redd.it/wuf2kb6liwlc1.png?width=915&format=png&auto=webp&s=3887ca4d5e1c3baa41e53a5f4cecedc26095831d | 2024-03-02T10:52:23 | https://www.reddit.com/r/LocalLLaMA/comments/1b4lmkj/the_llm_keeps_repeating_the_same_thing/ | Money_Business9902 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4lmkj | false | null | t3_1b4lmkj | /r/LocalLLaMA/comments/1b4lmkj/the_llm_keeps_repeating_the_same_thing/ | false | false | 2 | null | |
im new to this, how do i train my own model based off my own pdfs that i won on a specific topic? | 1 | [removed] | 2024-03-02T10:42:07 | https://www.reddit.com/r/LocalLLaMA/comments/1b4lh6t/im_new_to_this_how_do_i_train_my_own_model_based/ | FiliusHades | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4lh6t | false | null | t3_1b4lh6t | /r/LocalLLaMA/comments/1b4lh6t/im_new_to_this_how_do_i_train_my_own_model_based/ | false | false | self | 1 | null |
How to validate a particular models output? | 1 | I want to validate a particular model's output so I know someone is running what they say they are. Based on a given prompt, the goal is to validate that the particular response is from model X.
One approach I was thinking of was to fine-tune the model to respond predictably to certain input sequences, such as X, ... | 2024-03-02T10:10:48 | https://www.reddit.com/r/LocalLLaMA/comments/1b4l09y/how_to_validate_a_particular_models_output/ | yareyaredaze10 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4l09y | false | null | t3_1b4l09y | /r/LocalLLaMA/comments/1b4l09y/how_to_validate_a_particular_models_output/ | false | false | self | 1 | null |
Best LLM for Korean? | 5 | Do you guys know/currently use an LLM that understand Korean well? Preferably one that was trained on Korean text/knowledge. | 2024-03-02T09:37:55 | https://www.reddit.com/r/LocalLLaMA/comments/1b4kiiw/best_llm_for_korean/ | GeeBrain | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4kiiw | false | null | t3_1b4kiiw | /r/LocalLLaMA/comments/1b4kiiw/best_llm_for_korean/ | false | false | self | 5 | null |
Where's thebloke? | 1 | [removed] | 2024-03-02T09:18:30 | https://www.reddit.com/r/LocalLLaMA/comments/1b4k83q/wheres_thebloke/ | No_Afternoon_4260 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4k83q | false | null | t3_1b4k83q | /r/LocalLLaMA/comments/1b4k83q/wheres_thebloke/ | false | false | self | 1 | null |
I want to create conversational RAG chatbot on a lot of data, Also I want my chatbot to have conversation history for wach user. Can Someone guide me through all the process that what are my options here? Like how should I proceed. Which open source vector db is best for that etc? | 1 | [removed] | 2024-03-02T08:57:12 | https://www.reddit.com/r/LocalLLaMA/comments/1b4jx0t/i_want_to_create_conversational_rag_chatbot_on_a/ | Crap-Bag007 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4jx0t | false | null | t3_1b4jx0t | /r/LocalLLaMA/comments/1b4jx0t/i_want_to_create_conversational_rag_chatbot_on_a/ | false | false | self | 1 | null |
What is the easiest way to setup RAG in PC with local 7b llm? | 1 | [removed] | 2024-03-02T08:48:36 | https://www.reddit.com/r/LocalLLaMA/comments/1b4jscl/what_is_the_easiest_way_to_setup_rag_in_pc_with/ | akashcsr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4jscl | false | null | t3_1b4jscl | /r/LocalLLaMA/comments/1b4jscl/what_is_the_easiest_way_to_setup_rag_in_pc_with/ | false | false | self | 1 | null |
Best model for comparing job/role descriptions to my resume? | 3 | Hi folks, I am working on a fun side project to compare job/role descriptions to my resume and give me a **compatibility score** (aka worth my time to apply) and **feedback** about why it thinks *I am* or *am not* a good fit for the role. What would be the best model for this?
Looking through some posts, I see folks ... | 2024-03-02T08:46:24 | https://www.reddit.com/r/LocalLLaMA/comments/1b4jr52/best_model_for_comparing_jobrole_descriptions_to/ | triggered-nerd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4jr52 | false | null | t3_1b4jr52 | /r/LocalLLaMA/comments/1b4jr52/best_model_for_comparing_jobrole_descriptions_to/ | false | false | self | 3 | null |
Running jbochi/madlad400-3b-mt on RTX 3060 12GB | 2 | Hello everyone.
I've been trying to use madlad400-3b-mt to translate subtitle files. And since there is a lot of text to be translated, I can't run it on CPU and need it to run on GPU (because of the significant speed difference). The problem is when I set device\_map to cuda instead of auto, I get "Cuda run out of me... | 2024-03-02T08:37:53 | https://www.reddit.com/r/LocalLLaMA/comments/1b4jmii/running_jbochimadlad4003bmt_on_rtx_3060_12gb/ | redstar6486 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4jmii | false | null | t3_1b4jmii | /r/LocalLLaMA/comments/1b4jmii/running_jbochimadlad4003bmt_on_rtx_3060_12gb/ | false | false | self | 2 | null |
How to tell the RAM required for inferencing for LLMs in Hugging Face | 13 | Hey guys, I am looking at this LLM TheBloke/Mixtral-8x7B-Instruct-v0.1-AWQ (https://huggingface.co/TheBloke/Mixtral-8x7B-Instruct-v0.1-AWQ/discussions) and I can't seem to see any description saying what is the required RAM for inferencing? Does anyone know and can help with this?
Also, if you know this, in general, h... | 2024-03-02T08:05:47 | https://www.reddit.com/r/LocalLLaMA/comments/1b4j59f/how_to_tell_the_ram_required_for_inferencing_for/ | lc19- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4j59f | false | null | t3_1b4j59f | /r/LocalLLaMA/comments/1b4j59f/how_to_tell_the_ram_required_for_inferencing_for/ | false | false | self | 13 | {'enabled': False, 'images': [{'id': '5pPcbggjZgwXZ9rni2-GdDajKvgwzF3tz6JVZpMWYF4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/0MKYojS4olYUYo6ysTjT2gb-ibz09uxBBaCEPoxT58E.jpg?width=108&crop=smart&auto=webp&s=b324d05aefc03ff34515b3d7052d44bebdb68c1d', 'width': 108}, {'height': 116, 'url': 'h... |
Is there any benchmark data comparing performance between llama.cpp and TensorRT-LLM? | 2 | I was using llama.cpp these days. However, I am curious that TensorRT-LLM ([https://github.com/NVIDIA/TensorRT-LLM](https://github.com/NVIDIA/TensorRT-LLM)) has the advantage over llama.cpp (specifically, using on H100).
I found this repo ([https://github.com/lapp0/lm-inference-engines](https://github.com/lapp0/lm-inf... | 2024-03-02T07:52:51 | https://www.reddit.com/r/LocalLLaMA/comments/1b4iy16/is_there_any_benchmark_data_comparing_performance/ | Few_Hair8180 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4iy16 | false | null | t3_1b4iy16 | /r/LocalLLaMA/comments/1b4iy16/is_there_any_benchmark_data_comparing_performance/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'W5SYNoPRqP2kVaO8kS2r3GZgJGOjXFQT8KLS0sULjZk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/jx-ap2FcAFklRnIESdSl5rsGee_GpQN3CHfBgl_QUKY.jpg?width=108&crop=smart&auto=webp&s=fd1cd84a353365f5cc5f0e75f83866070b371eef', 'width': 108}, {'height': 108, 'url': 'h... |
A free roadmap to learn LLMs from scratch | 1 | [removed] | 2024-03-02T07:48:43 | https://www.reddit.com/r/LocalLLaMA/comments/1b4ivmy/a_free_roadmap_to_learn_llms_from_scratch/ | benthecoderX | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4ivmy | false | null | t3_1b4ivmy | /r/LocalLLaMA/comments/1b4ivmy/a_free_roadmap_to_learn_llms_from_scratch/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'iEWsTYF3JqYy1NIlgqGAecpFElbp5xl8UuWjlrQLRNo', 'resolutions': [{'height': 78, 'url': 'https://external-preview.redd.it/ecQByN0qLJSiwyLRwW8vBxLZLdv8NPgOm-rinJpRjck.jpg?width=108&crop=smart&auto=webp&s=0949b89534951e84e8541667bf78cc0c7c403a5b', 'width': 108}, {'height': 156, 'url': 'h... |
What's your best monitor tool? | 6 | When it comes to monitoring my CPUs and GPUs, I'm currently using `top` and `nvidia-smi` in Ubuntu. But I'm heard that `nvidia-smi` command cannot show the lower levels of performance when I want to see full of its operation.
What are you using to check your device performance? | 2024-03-02T07:34:04 | https://www.reddit.com/r/LocalLLaMA/comments/1b4insj/whats_your_best_monitor_tool/ | Mundane_Definition_8 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4insj | false | null | t3_1b4insj | /r/LocalLLaMA/comments/1b4insj/whats_your_best_monitor_tool/ | false | false | self | 6 | null |
Current best model for 12GB VRAM | 30 | After searching for this question, the newest post on this question was 5 months ago, so I'm looking for an updated answer.
What's the current best general use model that will work with a RTX 3060 12GB VRAM and 16GB system RAM?
It doesn't seem I can run Mixtral 8x7 except the lowest quant.... I'm having decent resul... | 2024-03-02T06:18:05 | https://www.reddit.com/r/LocalLLaMA/comments/1b4heo8/current_best_model_for_12gb_vram/ | delijoe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4heo8 | false | null | t3_1b4heo8 | /r/LocalLLaMA/comments/1b4heo8/current_best_model_for_12gb_vram/ | false | false | self | 30 | null |
How can I find a suitable model and UI for writing stories? | 1 | [removed] | 2024-03-02T06:00:11 | https://www.reddit.com/r/LocalLLaMA/comments/1b4h3tr/how_can_i_find_a_suitable_model_and_ui_for/ | krigeta1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4h3tr | false | null | t3_1b4h3tr | /r/LocalLLaMA/comments/1b4h3tr/how_can_i_find_a_suitable_model_and_ui_for/ | false | false | self | 1 | null |
Conditional execution to run huge models with little RAM | 1 | I have a very theoretical question. I'm wondering if something like this exists or is possible.
For starters, the idea behind Mixture of Experts is conditional execution. If there are, let's say, 56B parameters in the whole model, it may only use 7B during inference, leading to faster inference.
As far as I know, Mix... | 2024-03-02T05:11:42 | https://www.reddit.com/r/LocalLLaMA/comments/1b4g9uk/conditional_execution_to_run_huge_models_with/ | spencerchubb | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4g9uk | false | null | t3_1b4g9uk | /r/LocalLLaMA/comments/1b4g9uk/conditional_execution_to_run_huge_models_with/ | false | false | self | 1 | null |
What SIMPLE task do you want me to solve for you? | 10 | Hey there!
Do you have a SIMPLE, everyday task that you wish could be made easier with the help of AI?
If so, I might be able to help.
I'll select one problem from the comments, if any, create an AI-powered solution, and share it for everyone to use.
Remember, the simpler, the better!
Thanks.
​ | 2024-03-02T05:03:23 | https://www.reddit.com/r/LocalLLaMA/comments/1b4g4a7/what_simple_task_do_you_want_me_to_solve_for_you/ | reza2kn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4g4a7 | false | null | t3_1b4g4a7 | /r/LocalLLaMA/comments/1b4g4a7/what_simple_task_do_you_want_me_to_solve_for_you/ | false | false | self | 10 | null |
How garbage is k80 really compared to cpu? | 2 | I'm planning to build a super cheap LLM rig. I can get a Xeon 5120 CPU (119GB/s) or get a mid CPU and get lots of GPU compute. I've heard Tesla K80s are garbage, but how garbage are they really? I can get 24gb of VRAM for $47 on ebay, which is around the same/gb as a stick of 32gb ram with decent speed. For example, if... | 2024-03-02T05:01:50 | https://www.reddit.com/r/LocalLLaMA/comments/1b4g371/how_garbage_is_k80_really_compared_to_cpu/ | oof-baroomf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4g371 | false | null | t3_1b4g371 | /r/LocalLLaMA/comments/1b4g371/how_garbage_is_k80_really_compared_to_cpu/ | false | false | self | 2 | null |
How to run an FP16 (unquantized) model with transformers and use all cpu cores | 1 | If I run a large model in main memory + CPU, such as a Nous-Hermes 70B, I can run it with Llama and it will use all cores. This is a quantized model. However, I want to run an FP16 model, WizardCoder 33B in main memory + CPU, and apparently since it's not quantized I can only use transformers to run it, and then only... | 2024-03-02T04:47:44 | https://www.reddit.com/r/LocalLLaMA/comments/1b4ftnn/how_to_run_an_fp16_unquantized_model_with/ | SuperDuperDave5000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4ftnn | false | null | t3_1b4ftnn | /r/LocalLLaMA/comments/1b4ftnn/how_to_run_an_fp16_unquantized_model_with/ | false | false | self | 1 | null |
How to run an FP16 (unquantized) with transformers and use all cpu cores | 1 | If I run a large model in main memory + CPU, such as a Nous-Hermes 70B, I can run it with Llama and it will use all cores. This is a quantized model. However, I want to run an FP16 model, WizardCoder 33B in main memory + CPU, and apparently since it's not quantized I can only use transformers to run it, and then only... | 2024-03-02T04:44:31 | https://www.reddit.com/r/LocalLLaMA/comments/1b4frfq/how_to_run_an_fp16_unquantized_with_transformers/ | SuperDuperDave5000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4frfq | false | null | t3_1b4frfq | /r/LocalLLaMA/comments/1b4frfq/how_to_run_an_fp16_unquantized_with_transformers/ | false | false | self | 1 | null |
Achieved Generative UX | 67 | We can generate interactive GUI components in real time (while the user is using the app).
This is my passion project and would love to hear your feedback.
[Part 1: Example of a Generative app. Part 2: How can you create such apps?](https://reddit.com/link/1b4fjtb/video/mtpyq6rqmulc1/player) | 2024-03-02T04:32:44 | https://www.reddit.com/r/LocalLLaMA/comments/1b4fjtb/achieved_generative_ux/ | FickleAbility7768 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4fjtb | false | null | t3_1b4fjtb | /r/LocalLLaMA/comments/1b4fjtb/achieved_generative_ux/ | false | false | self | 67 | null |
Is it possible to process layers one by one on a low vram gpu? | 1 | If not on a gpu but maybe some other ai accelerator device.
Load only one layer and intermediate data and load the next layer concurrently to processing the in vram layer?
Repeating till all the layers are processed and then fetching the result?
Or do the intermediate results use so much vram that it's not practical? | 2024-03-02T04:00:56 | https://www.reddit.com/r/LocalLLaMA/comments/1b4ey68/is_it_possible_to_process_layers_one_by_one_on_a/ | moozoo64 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4ey68 | false | null | t3_1b4ey68 | /r/LocalLLaMA/comments/1b4ey68/is_it_possible_to_process_layers_one_by_one_on_a/ | false | false | self | 1 | null |
Has anybody trained a sampler? | 1 | Has anyone trained a whole model, as a sampler. Designed for purpose.
top_llm: true
Totally unnecessary really, silly almost for the added complexity and size of distribution, but has anyone set this up yet?
It's almost a simple workflow to proof of concept out, generate 1 token logits with ooba, select, and go... | 2024-03-02T03:23:17 | https://www.reddit.com/r/LocalLLaMA/comments/1b4e8fb/has_anybody_trained_a_sampler/ | aseichter2007 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4e8fb | false | null | t3_1b4e8fb | /r/LocalLLaMA/comments/1b4e8fb/has_anybody_trained_a_sampler/ | false | false | self | 1 | null |
What's the best 7b model right now? [March 2024] | 180 | [February discussion](https://www.reddit.com/r/LocalLLaMA/comments/1ajnitq/whats_the_best_7b_model_on_ollama_right_now_feb/)
I am personally biased towards models found on [Ollama](http://ollama.com), because it is the easiest to set up and has similar inference speeds as [llama.cpp](https://github.com/ggerganov/llama... | 2024-03-02T03:18:34 | https://www.reddit.com/r/LocalLLaMA/comments/1b4e50z/whats_the_best_7b_model_right_now_march_2024/ | shouryannikam | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4e50z | false | null | t3_1b4e50z | /r/LocalLLaMA/comments/1b4e50z/whats_the_best_7b_model_right_now_march_2024/ | false | false | self | 180 | {'enabled': False, 'images': [{'id': 'krjt_5uhqcaDfYjfO7lkezThehav9cAIRJgcK-OKAmM', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/s0D7i4Rco0trWh9Bu1uEkgnoJJLA3UNKUA9vs57seII.jpg?width=108&crop=smart&auto=webp&s=53486800d92d75b19d59502534fa9ba2785c14b0', 'width': 108}, {'height': 113, 'url': 'h... |
🔥 [Colab Notebook]: BAAI/bge-base-en-v1.5 embeddings:Torch 32 vs ONNX 8-bit vs GGUF 4-bit | 43 | **4-bit GGUF models gives best embeddings (faster and cheaper without a dip in quality unlike ONNX, see benchmarks in repo)**
**What I did ?**
→ Wrote C++ wrappers to run serverless embeddings, because Python bindings for GGUF C++ models can defeat the purpose.
→ For ONNX 8-bit used Qdrant FastEmbed for comparison.... | 2024-03-02T03:09:37 | https://www.reddit.com/r/LocalLLaMA/comments/1b4dyl6/colab_notebook_baaibgebaseenv15_embeddingstorch/ | prithivida | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4dyl6 | false | null | t3_1b4dyl6 | /r/LocalLLaMA/comments/1b4dyl6/colab_notebook_baaibgebaseenv15_embeddingstorch/ | false | false | 43 | null | |
🔥 [Colab Notebook]: BAAI/bge-base-en-v1.5 embeddings:Torch 32 vs ONNX 8-bit vs GGUF 4-bit | 1 | 4-bit GGUF models gives best embeddings (faster and cheaper without a dip in quality unlike ONNX, see benchmarks in repo)
https://preview.redd.it/ojo4b1gx7ulc1.png?width=1474&format=png&auto=webp&s=fb3fec556a2b581dccabe456c9b7984b09b5c9ad
What I did ?
→ Wrote C++ wrappers to run serverless embeddings, because Python... | 2024-03-02T03:08:37 | https://www.reddit.com/r/LocalLLaMA/comments/1b4dxwx/colab_notebook_baaibgebaseenv15_embeddingstorch/ | prithivida | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4dxwx | false | null | t3_1b4dxwx | /r/LocalLLaMA/comments/1b4dxwx/colab_notebook_baaibgebaseenv15_embeddingstorch/ | false | false | 1 | null | |
🔥 [Colab Notebook]: BAAI/bge-base-en-v1.5 embeddings:Torch 32 vs ONNX 8-bit vs GGUF 4-bit | 1 | [removed] | 2024-03-02T03:06:56 | https://www.reddit.com/r/LocalLLaMA/comments/1b4dwpw/colab_notebook_baaibgebaseenv15_embeddingstorch/ | prithivida | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4dwpw | false | null | t3_1b4dwpw | /r/LocalLLaMA/comments/1b4dwpw/colab_notebook_baaibgebaseenv15_embeddingstorch/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'QqSY3F9i2BgB-OdT_JpQr1vBqr2oq4spYNzkghHXwCM', 'resolutions': [], 'source': {'height': 64, 'url': 'https://external-preview.redd.it/4PgIzt2dsWk0hsH_pv6fTscUBf4LNxa8vUF1zyE23u0.jpg?auto=webp&s=adf334dabc58b5ccda405f20fe4d11f983c41fe9', 'width': 64}, 'variants': {}}]} |
🔥 [Colab Notebook]: 𝗕𝗔𝗔𝗜/𝗯𝗴𝗲-𝗯𝗮𝘀𝗲-𝗲𝗻-𝘃𝟭.𝟱 𝗲𝗺𝗲𝗯𝗱𝗱𝗶𝗻𝗴𝘀: 𝗧𝗼𝗿𝗰𝗵 𝗙𝟯𝟮 𝘃𝘀 𝗢𝗡𝗡𝗫 𝟴-𝗯𝗶𝘁 𝘃𝘀 𝗚𝗚𝗨𝗙 𝟰-𝗯𝗶𝘁. | 1 | [removed] | 2024-03-02T03:04:03 | https://www.reddit.com/r/LocalLLaMA/comments/1b4duno/colab_notebook_𝗕𝗔𝗔𝗜𝗯𝗴𝗲𝗯𝗮𝘀𝗲𝗲𝗻𝘃𝟭𝟱_𝗲𝗺𝗲𝗯𝗱𝗱𝗶𝗻𝗴𝘀_𝗧𝗼𝗿𝗰𝗵/ | prithivida | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4duno | false | null | t3_1b4duno | /r/LocalLLaMA/comments/1b4duno/colab_notebook_𝗕𝗔𝗔𝗜𝗯𝗴𝗲𝗯𝗮𝘀𝗲𝗲𝗻𝘃𝟭𝟱_𝗲𝗺𝗲𝗯𝗱𝗱𝗶𝗻𝗴𝘀_𝗧𝗼𝗿𝗰𝗵/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'qtY_OQNtZTQuCWF76rU6GPHhDVT0mFQ4tUmZRJtGksw', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/hFXoZB0ipVhqcYndWBUfPrg6447fJQXm5Ik07Udj4rQ.jpg?width=108&crop=smart&auto=webp&s=c3433e8c13e8e09f54056a6a613d20e8cad7dc83', 'width': 108}], 'source': {'height': 20... | |
Symlinked Models location. Websites with recipes for downloading bigger models? | 1 | Win10, 64GB RAM, 3090
ollama run llama2
>>> /show modelfile
# Modelfile generated by "ollama show"
# To build a new Modelfile based on this one, replace the FROM line with:
# FROM llama2:latest
FROM C:\Users\Chris\.ollama\models\blobs\sha256-8934d96d3f08982e95922b2b7a2c626a1fe873d7c3b06e8e56d7bc0a... | 2024-03-02T02:19:22 | https://www.reddit.com/r/LocalLLaMA/comments/1b4cxhj/symlinked_models_location_websites_with_recipes/ | LaughterOnWater | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4cxhj | false | null | t3_1b4cxhj | /r/LocalLLaMA/comments/1b4cxhj/symlinked_models_location_websites_with_recipes/ | false | false | self | 1 | null |
Midnight-Miqu-70B-v1.0 | 37 | I hope you all enjoy this new merge that blends Miqu with Midnight Rose. I think it manages to capture the strengths of both models in a fun way.
[sophosympatheia/Midnight-Miqu-70B-v1.0](https://huggingface.co/sophosympatheia/Midnight-Miqu-70B-v1.0)
It's a Miqu merge, so be advised. (If you didn't know, Miqu is based... | 2024-03-02T01:38:03 | https://www.reddit.com/r/LocalLLaMA/comments/1b4c1l4/midnightmiqu70bv10/ | sophosympatheia | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4c1l4 | false | null | t3_1b4c1l4 | /r/LocalLLaMA/comments/1b4c1l4/midnightmiqu70bv10/ | false | false | self | 37 | {'enabled': False, 'images': [{'id': 'Fw7ZMkM6nQyqxgXxbrCkqaVi44_ky1rfZ25hSNHhhec', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/lGYhjlTayjeVYEdauM9ZmUcC2f0MrXuVCCXkhK1oqRs.jpg?width=108&crop=smart&auto=webp&s=36974f35c890285adff263b2c7dc5192367b446a', 'width': 108}, {'height': 116, 'url': 'h... |
How to reduce overhead - same template different questions. | 3 | Let's say I have 1000 email titles that I want to categorised into 20 different buckets.
Current approach is to prompt the llm for each email titles. But this is not efficient, as overhead or the instructions and providing 20 definition each run is massive.
Any good prompt template or strategy we can apply?
I'm usin... | 2024-03-02T00:20:47 | https://www.reddit.com/r/LocalLLaMA/comments/1b4acg6/how_to_reduce_overhead_same_template_different/ | yahdahduhe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4acg6 | false | null | t3_1b4acg6 | /r/LocalLLaMA/comments/1b4acg6/how_to_reduce_overhead_same_template_different/ | false | false | self | 3 | null |
Trying to change host/port launching Llama.cpp Server.exe on Windows - crashes | 1 | I have Llama.cpp server running on my Windows machine using the native .exe release.
I'd like to adjust the server settings so I can use the Llama WebUI from another machine on my network, I'd also like to be able to hit the openAI API from another machine for a plugin use.
When I try running
`server.exe -host` [`0... | 2024-03-01T23:47:34 | https://www.reddit.com/r/LocalLLaMA/comments/1b49k35/trying_to_change_hostport_launching_llamacpp/ | GriffinDodd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b49k35 | false | null | t3_1b49k35 | /r/LocalLLaMA/comments/1b49k35/trying_to_change_hostport_launching_llamacpp/ | false | false | self | 1 | null |
LLMs for Offensive Cybersecurity | 2 | Besides WhiteRabbitNeo-33b, what open source LLMs are available that can be used for offensive cybersecurity red-taming? Either specifically like WhiteRabbitNeo, or just coding models that are permissive. | 2024-03-01T22:43:33 | https://www.reddit.com/r/LocalLLaMA/comments/1b47zph/llms_for_offensive_cybersecurity/ | Mbando | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b47zph | false | null | t3_1b47zph | /r/LocalLLaMA/comments/1b47zph/llms_for_offensive_cybersecurity/ | false | false | self | 2 | null |
Currently working on an inference engine. Holla out if you have any wishes for it | 1 | 2024-03-01T22:33:17 | Severin_Suveren | i.imgur.com | 1970-01-01T00:00:00 | 0 | {} | 1b47qe9 | false | null | t3_1b47qe9 | /r/LocalLLaMA/comments/1b47qe9/currently_working_on_an_inference_engine_holla/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'n686OQY8ZRCqfMt1dRMEORbSZtR5hkvSP19BJwiust0', 'resolutions': [{'height': 64, 'url': 'https://external-preview.redd.it/yQdpIIES00CtZCefdnTX6yxuiKxwTsB1qCReMJ0SQrQ.png?width=108&crop=smart&auto=webp&s=8db58ef0660fadb5addd119cdb7b23d5005c5e07', 'width': 108}, {'height': 129, 'url': 'ht... | |||
There's a 20% off Ebay coupon right now. It works on a lot of stuff like GPUs. Worth a try to save money on GPUs and server hardware if you are trying to pick up a EPYC machine. | 35 | There is a 20% off Ebay coupon at SD.
https://slickdeals.net/f/17327349-ebay-20-off-coupon-on-orders-of-20
Make sure you follow the instructions. I had to click on that link listed before the coupon would take. But it does work. It will take 20% off a lot of stuff. Here are some sample prices.
A770 16GB for $232.
7... | 2024-03-01T22:27:30 | https://www.reddit.com/r/LocalLLaMA/comments/1b47l8d/theres_a_20_off_ebay_coupon_right_now_it_works_on/ | fallingdowndizzyvr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b47l8d | false | null | t3_1b47l8d | /r/LocalLLaMA/comments/1b47l8d/theres_a_20_off_ebay_coupon_right_now_it_works_on/ | false | false | self | 35 | {'enabled': False, 'images': [{'id': 'qMsVSliq1ohSmRuu6VYH_ZjP82O26fImPPhrzU4Za54', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/SkDnQnGYGmZcIVIBuekH67WpiFJWTEk0AMd-EogjDIY.jpg?width=108&crop=smart&auto=webp&s=5fec005ac1b9e77506d5f7025275d016a7afc9a7', 'width': 108}, {'height': 113, 'url': 'h... |
How much VRAM is needed to run mixtral-8x7B-instruct-v0.1 using vLLM | 2 | I have been trying to run mixtral-8x7B-instruct-v0.1 with vLLM but it just keeps throwing OOM errors.
I am trying to load gptq/awq versions.
My hardware:
* 1 x H100 80GB PCIe, 32 vCPU 188 GB RAM
P.S: I am using VLLM wrapper from Langchain, I know you guys will hate me after reading this line but my whole app is usi... | 2024-03-01T22:10:39 | https://www.reddit.com/r/LocalLLaMA/comments/1b47685/how_much_vram_is_needed_to_run/ | bunny__0 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b47685 | false | null | t3_1b47685 | /r/LocalLLaMA/comments/1b47685/how_much_vram_is_needed_to_run/ | false | false | self | 2 | null |
What exactly makes llama cpp run the same model so much slower than kobold cpp? | 19 | It seems that when I am nearing the limits of my system, llama.cpp via webUI text generation takes AGES to do a prompt evaluation, whereas kobold.cpp seems to almost always take around the same time when loading the big ones, and even the smaller ones.
With llama.cpp, just look at these timings:
llama_print_timin... | 2024-03-01T22:01:45 | https://www.reddit.com/r/LocalLLaMA/comments/1b46y8w/what_exactly_makes_llama_cpp_run_the_same_model/ | weedcommander | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b46y8w | false | null | t3_1b46y8w | /r/LocalLLaMA/comments/1b46y8w/what_exactly_makes_llama_cpp_run_the_same_model/ | false | false | self | 19 | null |
Can someone explain if token/s is slower as you use more tokens? | 11 | I keep hearing people use token/s but for <200 token counts.
As a 4000 token user, I'm not sure how my numbers are comparing. I use a GPU and I often see people running on CPU.
However we know CPU is basically not viable beyond experiments and low B models.
Can anyone explain what impacts token/s? | 2024-03-01T22:01:08 | https://www.reddit.com/r/LocalLLaMA/comments/1b46xm2/can_someone_explain_if_tokens_is_slower_as_you/ | Waterbottles_solve | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b46xm2 | false | null | t3_1b46xm2 | /r/LocalLLaMA/comments/1b46xm2/can_someone_explain_if_tokens_is_slower_as_you/ | false | false | self | 11 | null |
Hugging Face, the GitHub of AI, hosted code that backdoored user devices - Arstechnica | 1 | 2024-03-01T21:55:34 | https://arstechnica.com/security/2024/03/hugging-face-the-github-of-ai-hosted-code-that-backdoored-user-devices/ | x54675788 | arstechnica.com | 1970-01-01T00:00:00 | 0 | {} | 1b46sck | false | null | t3_1b46sck | /r/LocalLLaMA/comments/1b46sck/hugging_face_the_github_of_ai_hosted_code_that/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'AGc7lN411x94eaZRIp2KWQogmMgSUDLzmBv6TcI0Ab0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/mdPKfQPoIRZ7oMYHVAJsLK-cgM2rtZCEQEPc1O0B7QQ.jpg?width=108&crop=smart&auto=webp&s=24301a525ad8e87feba8474f94911bda9991a4f4', 'width': 108}, {'height': 108, 'url': 'h... | ||
Finetuning for synthetic data generation | 5 | Hi guys! its my first time working on an nlp problem more difficult than "logistic regression for Sentiment analysis" kind of task.
I have a dataset of around 1000 rows of text not very long and every one has an associated topic amongst 7. The idea is to finetune a model on those data to then use it to generate a lo... | 2024-03-01T21:18:39 | https://www.reddit.com/r/LocalLLaMA/comments/1b45uqd/finetuning_for_synthetic_data_generation/ | Brief-Resort4308 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b45uqd | false | null | t3_1b45uqd | /r/LocalLLaMA/comments/1b45uqd/finetuning_for_synthetic_data_generation/ | false | false | self | 5 | null |
Best practive for formatting "context" in RAG situations | 8 | I am struggling with the right format of the context for my RAG project here in the company (my boss is waiting...)
Let's assume a basic rag prompt template
Context information is below.
---------------------
{context}
---------------------
Given the context information and not prior knowledge, an... | 2024-03-01T20:45:01 | https://www.reddit.com/r/LocalLLaMA/comments/1b4505o/best_practive_for_formatting_context_in_rag/ | silvanoluciano | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b4505o | false | null | t3_1b4505o | /r/LocalLLaMA/comments/1b4505o/best_practive_for_formatting_context_in_rag/ | false | false | self | 8 | null |
Any good model and UI for story writing? | 1 | [removed] | 2024-03-01T19:28:14 | https://www.reddit.com/r/LocalLLaMA/comments/1b431uo/any_good_model_and_ui_for_story_writing/ | krigeta1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b431uo | false | null | t3_1b431uo | /r/LocalLLaMA/comments/1b431uo/any_good_model_and_ui_for_story_writing/ | false | false | self | 1 | null |
Hugging Face, the GitHub of AI, hosted code that backdoored user devices | 1 | 2024-03-01T19:18:04 | https://arstechnica.com/security/2024/03/hugging-face-the-github-of-ai-hosted-code-that-backdoored-user-devices/ | WonaBee | arstechnica.com | 1970-01-01T00:00:00 | 0 | {} | 1b42t0b | false | null | t3_1b42t0b | /r/LocalLLaMA/comments/1b42t0b/hugging_face_the_github_of_ai_hosted_code_that/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'AGc7lN411x94eaZRIp2KWQogmMgSUDLzmBv6TcI0Ab0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/mdPKfQPoIRZ7oMYHVAJsLK-cgM2rtZCEQEPc1O0B7QQ.jpg?width=108&crop=smart&auto=webp&s=24301a525ad8e87feba8474f94911bda9991a4f4', 'width': 108}, {'height': 108, 'url': 'h... | ||
Runpod with SillyTavern | 1 | [removed] | 2024-03-01T19:17:13 | https://www.reddit.com/r/LocalLLaMA/comments/1b42sb4/runpod_with_sillytavern/ | businessjust1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b42sb4 | false | null | t3_1b42sb4 | /r/LocalLLaMA/comments/1b42sb4/runpod_with_sillytavern/ | false | false | self | 1 | null |
Elon Musk sues OpenAI for abandoning original mission for profit | 1 | [deleted] | 2024-03-01T19:11:44 | https://www.reuters.com/legal/elon-musk-sues-openai-ceo-sam-altman-breach-contract-2024-03-01/ | TR_Alencar | reuters.com | 1970-01-01T00:00:00 | 0 | {} | 1b42nju | false | null | t3_1b42nju | /r/LocalLLaMA/comments/1b42nju/elon_musk_sues_openai_for_abandoning_original/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'GGMEtKatm59GA3vnWg6n9I1vQnVc_T3wYcwh60yLlOs', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/vZbH_GHQPN4ghMEh5bRGVVaKIVKb4yOmd8t47XTH2Rs.jpg?width=108&crop=smart&auto=webp&s=9cf4bb1d7f58197a0db15bf8f43ae718a6b802e7', 'width': 108}, {'height': 113, 'url': 'h... | |
Elon Musk sues OpenAI for abandoning original mission for profit | 504 | 2024-03-01T19:08:30 | https://www.reuters.com/legal/elon-musk-sues-openai-ceo-sam-altman-breach-contract-2024-03-01/ | fallingdowndizzyvr | reuters.com | 1970-01-01T00:00:00 | 0 | {} | 1b42kji | false | null | t3_1b42kji | /r/LocalLLaMA/comments/1b42kji/elon_musk_sues_openai_for_abandoning_original/ | false | false | 504 | {'enabled': False, 'images': [{'id': 'GGMEtKatm59GA3vnWg6n9I1vQnVc_T3wYcwh60yLlOs', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/vZbH_GHQPN4ghMEh5bRGVVaKIVKb4yOmd8t47XTH2Rs.jpg?width=108&crop=smart&auto=webp&s=9cf4bb1d7f58197a0db15bf8f43ae718a6b802e7', 'width': 108}, {'height': 113, 'url': 'h... | ||
Never thought I'd be saying this but... "I'm with Elon on this one." | 5 | 2024-03-01T19:05:54 | https://techcrunch.com/2024/03/01/elon-musk-openai-sam-altman-court/ | SeymourBits | techcrunch.com | 1970-01-01T00:00:00 | 0 | {} | 1b42ia7 | false | null | t3_1b42ia7 | /r/LocalLLaMA/comments/1b42ia7/never_thought_id_be_saying_this_but_im_with_elon/ | false | false | 5 | {'enabled': False, 'images': [{'id': 'UqV0aIyFVrL3sBkbmq9AaHr57U9t9wR9H8W6oqt156c', 'resolutions': [{'height': 71, 'url': 'https://external-preview.redd.it/UMSxZFBQDlE2c2t34pqgZIP0PRNDMTNCkB-Kq4YTBRg.jpg?width=108&crop=smart&auto=webp&s=7c991de5b2258f2331df621c50fefc8bbbd084ac', 'width': 108}, {'height': 143, 'url': 'h... | ||
Searching for people who are interested in creation of Albanian llm and llm-s for other languages | 2 | Hi. The creators of multilingual llm Occiglot ( [https://huggingface.co/occiglot/occiglot-7b-eu5](https://huggingface.co/occiglot/occiglot-7b-eu5) ) decided to make an Albanian llm. They will be glad to collaborate with coders, linguists and data scientists. If you would like to help them, please, join the Disc-rd gro... | 2024-03-01T18:35:08 | https://www.reddit.com/r/LocalLLaMA/comments/1b41q79/searching_for_people_who_are_interested_in/ | Languages_Learner | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b41q79 | false | null | t3_1b41q79 | /r/LocalLLaMA/comments/1b41q79/searching_for_people_who_are_interested_in/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'GAPr9NRgPsuQPfqz_nA9dmOwAhx4LeD2Ng-2VNb2jRU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Um5FUYWjvoECt6MIxKY879f49Iy9y4Z7JVUX3prcNWg.jpg?width=108&crop=smart&auto=webp&s=d7afd7edbbf1e2918e9190fbb1280354b3d5996e', 'width': 108}, {'height': 116, 'url': 'h... |
Can I first quantize with exl2 and then train a LoRA? | 6 | I am finetuning mixtral for my custom task, and then I’m quantizing to 3.4 bpw.
The problem is that it takes a lot of memory. My current approach is:
1. Load mixtral with HF + BnB (4 bit)
2. Train a LoRA
3. Load mixtral in fp16 (this is needed to merge the LoRA)
4. Merge the LoRA
5. Quantize the merged model wit... | 2024-03-01T18:01:34 | https://www.reddit.com/r/LocalLLaMA/comments/1b40v7x/can_i_first_quantize_with_exl2_and_then_train_a/ | NyxeK | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b40v7x | false | null | t3_1b40v7x | /r/LocalLLaMA/comments/1b40v7x/can_i_first_quantize_with_exl2_and_then_train_a/ | false | false | self | 6 | null |
What do you call this software? | 9 | This has been bugging me for a while. Most categories of software have name, like "web server" or "remote access client". But what do you call the software, like vLLM or llama.cpp, that calculates and runs LLM weights? I found this very confusing, as there are many levels to understand when you're just starting out. | 2024-03-01T17:43:44 | https://www.reddit.com/r/LocalLLaMA/comments/1b40enj/what_do_you_call_this_software/ | JeepyTea | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b40enj | false | null | t3_1b40enj | /r/LocalLLaMA/comments/1b40enj/what_do_you_call_this_software/ | false | false | self | 9 | null |
Current state of local autonomous agents / auto taskers? | 1 | [removed] | 2024-03-01T17:06:46 | https://www.reddit.com/r/LocalLLaMA/comments/1b3zgma/current_state_of_local_autonomous_agents_auto/ | Vince_ai | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3zgma | false | null | t3_1b3zgma | /r/LocalLLaMA/comments/1b3zgma/current_state_of_local_autonomous_agents_auto/ | false | false | self | 1 | null |
Open sourcing Unlost AI - a semantic/AI search alternative to Rewind AI | 9 | hey guys, I've been working on this for a while last year and thought I might open source this for the greater goods! Everything runs locally thanks to some amazing open source projects like [txtai](https://github.com/neuml/txtai)
[https://unlost.ai/](https://unlost.ai/)
[https://github.com/Vincent-liuwingsang/unlost... | 2024-03-01T17:05:30 | https://www.reddit.com/r/LocalLLaMA/comments/1b3zffx/open_sourcing_unlost_ai_a_semanticai_search/ | TrickPassenger8213 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3zffx | false | null | t3_1b3zffx | /r/LocalLLaMA/comments/1b3zffx/open_sourcing_unlost_ai_a_semanticai_search/ | false | false | self | 9 | {'enabled': False, 'images': [{'id': 'yGKZrozFSrxZ0GNIkYzBAA-oiN8XXsSqY2UCG70-iIQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/3YUWfMShRqBFpIZSqhV_lhLNmjlzewmtrNDGDU3Q81w.jpg?width=108&crop=smart&auto=webp&s=a45d34c509784843115a731230b0416de3bae7b8', 'width': 108}, {'height': 108, 'url': 'h... |
LLM Datasets and their preparation | 1 | A month back I started working on this project to help vernacular businesses use the power of large language models to cater to their customers. Rummaging through the internet I found it really difficult to prepare the datasets. I have been following this community for a while now and quality of posts and discussions i... | 2024-03-01T17:01:58 | https://www.reddit.com/r/LocalLLaMA/comments/1b3zc3a/llm_datasets_and_their_preparation/ | No_Requirement8319 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3zc3a | false | null | t3_1b3zc3a | /r/LocalLLaMA/comments/1b3zc3a/llm_datasets_and_their_preparation/ | false | false | default | 1 | null |
Zephyr Gemma v0.1 a good Google Gemma DPO | 16 | 2024-03-01T16:53:18 | https://huggingface.co/HuggingFaceH4/zephyr-7b-gemma-v0.1 | Ok_Two6167 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1b3z3xf | false | null | t3_1b3z3xf | /r/LocalLLaMA/comments/1b3z3xf/zephyr_gemma_v01_a_good_google_gemma_dpo/ | false | false | 16 | {'enabled': False, 'images': [{'id': 'CnNtqjIJ8IJwp7DMRNUxQ8U6L1pGTKPs_-n4PWj3yLU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/qILtxf6I15CVD9MVYH1R55U5JEcK5lP5WnJPniy503Q.jpg?width=108&crop=smart&auto=webp&s=ff7479c26747ba298610d4484d4ac3fb96e5212f', 'width': 108}, {'height': 116, 'url': 'h... | ||
Best approach to fine-tune a 7B model on prompts/completions? | 3 | Hi! I'm experimenting with using local models to optimise text fragments for TTS. So far the only model that does it reliably and adheres to my prompt 100% is GPT4 and Mistral Next (about 80%, maybe; surprisingly, Mistral Large performs very poorly). But doing this for a book with 600k characters or more would be absur... | 2024-03-01T16:38:49 | https://www.reddit.com/r/LocalLLaMA/comments/1b3yqmc/best_approach_to_finetune_a_7b_model_on/ | black_cat90 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3yqmc | false | null | t3_1b3yqmc | /r/LocalLLaMA/comments/1b3yqmc/best_approach_to_finetune_a_7b_model_on/ | false | false | self | 3 | null |
I don't understand how to use uncensored models | 24 | I'm a noob in the domain of localLLM. I read that uncensored models are more creative and are well ... not censored. I needed it for writing stories as a support for checking the plausibility of my stories éléments
I downloaded a couple of models (like Nous Hermes..) but I soon as I asked medical questions it started... | 2024-03-01T16:34:06 | https://www.reddit.com/r/LocalLLaMA/comments/1b3ymdb/i_dont_understand_how_to_use_uncensored_models/ | Woocarz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3ymdb | false | null | t3_1b3ymdb | /r/LocalLLaMA/comments/1b3ymdb/i_dont_understand_how_to_use_uncensored_models/ | false | false | self | 24 | null |
What happened with TheBloke? | 1 | [removed] | 2024-03-01T15:51:31 | https://www.reddit.com/r/LocalLLaMA/comments/1b3xjze/what_happened_with_thebloke/ | RangerRocket09 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3xjze | false | null | t3_1b3xjze | /r/LocalLLaMA/comments/1b3xjze/what_happened_with_thebloke/ | false | false | self | 1 | null |
Small Benchmark: GPT4 vs OpenCodeInterpreter 6.7b for small isolated tasks with AutoNL. GPT4 wins w/ 10/12 complete, but OpenCodeInterpreter has strong showing w/ 7/12. | 92 | 2024-03-01T15:46:27 | ciaguyforeal | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1b3xfbc | false | null | t3_1b3xfbc | /r/LocalLLaMA/comments/1b3xfbc/small_benchmark_gpt4_vs_opencodeinterpreter_67b/ | false | false | 92 | {'enabled': True, 'images': [{'id': 'Upfb1RDfV9RUKRSqmR5j9ZyrUxmvkisn43VZ3iU2sws', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/xqe46ht4uqlc1.png?width=108&crop=smart&auto=webp&s=a95f0e195b123072dd00eae34f28807ab02d7405', 'width': 108}, {'height': 121, 'url': 'https://preview.redd.it/xqe46ht4uqlc1.png... | |||
How to get started with LLMs (Undergrad Student) | 19 | I truly apologize for the very basic and dumb question, but I just wanted to ask this subreddit since it’s been recommended by a colleague.
I want to learn a bit more about LLMs and get into making projects and actually using them. I am starting an LLMs project at my internship at some point but I would want to start ... | 2024-03-01T15:42:33 | https://www.reddit.com/r/LocalLLaMA/comments/1b3xbtz/how_to_get_started_with_llms_undergrad_student/ | Appropriate_Fix_8347 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3xbtz | false | null | t3_1b3xbtz | /r/LocalLLaMA/comments/1b3xbtz/how_to_get_started_with_llms_undergrad_student/ | false | false | self | 19 | null |
Verbal Verdict, first game on Steam with local LLM | 249 | **Verbal Verdict**, the first game on Steam that uses a local LLM has released a demo.
We tried it and the quality of the interaction (among other things) is stunning!
Check out the game's [steam page](https://store.steampowered.com/app/2778780/Verbal_Verdict/)!
https://i.redd.it/ahzifgu8lqlc1.gif
In the devel... | 2024-03-01T14:58:23 | https://www.reddit.com/r/LocalLLaMA/comments/1b3w9lr/verbal_verdict_first_game_on_steam_with_local_llm/ | UndreamAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3w9lr | false | null | t3_1b3w9lr | /r/LocalLLaMA/comments/1b3w9lr/verbal_verdict_first_game_on_steam_with_local_llm/ | false | false | 249 | null | |
Going EPYC with llama.cpp on Amazon EC2 dedicated AMD Epyc instances (Milan vs Genoa) | 45 | 2024-03-01T14:47:34 | https://www.reddit.com/gallery/1b3w0en | fairydreaming | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1b3w0en | false | null | t3_1b3w0en | /r/LocalLLaMA/comments/1b3w0en/going_epyc_with_llamacpp_on_amazon_ec2_dedicated/ | false | false | 45 | null | ||
Theoretically, what could a S24 Ultra run on its hardware? | 1 | Basically title. Would it or is it possible to run a LLM on a phone such as the Samsung s24 Ultra.
The specs:
Cpu: Snapdragon 8 Gen 3:
- 8-core (1x3.39GHz Cortex-X4 & 3x3.1GHz Cortex-A720 & 2x2.9GHz Cortex-A720 & 2x2.2GHz Cortex-A520)
RAM:
- 12 GB ram
- With addable Ram Plus (which converts available storage to R... | 2024-03-01T14:45:22 | https://www.reddit.com/r/LocalLLaMA/comments/1b3vylr/theoretically_what_could_a_s24_ultra_run_on_its/ | Reign2294 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3vylr | false | null | t3_1b3vylr | /r/LocalLLaMA/comments/1b3vylr/theoretically_what_could_a_s24_ultra_run_on_its/ | false | false | self | 1 | null |
I hate it when this happens. | 5 | I am a novice in this area, why does this happen? And how do I avoid this?
https://preview.redd.it/6y5jtz7yiqlc1.png?width=861&format=png&auto=webp&s=a1e0cdad4ef5694c1f824d6616a35eb1c499b2a7 | 2024-03-01T14:44:53 | https://www.reddit.com/r/LocalLLaMA/comments/1b3vy6z/i_hate_it_when_this_happens/ | Money_Business9902 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3vy6z | false | null | t3_1b3vy6z | /r/LocalLLaMA/comments/1b3vy6z/i_hate_it_when_this_happens/ | false | false | 5 | null | |
Get $10 off with this discount code. | 1 | 2024-03-01T14:42:56 | https://perplexity.ai/pro?referral_code=TQRFFK3J | drawxd | perplexity.ai | 1970-01-01T00:00:00 | 0 | {} | 1b3vwn4 | false | null | t3_1b3vwn4 | /r/LocalLLaMA/comments/1b3vwn4/get_10_off_with_this_discount_code/ | false | false | default | 1 | null | |
Dealing with big datasets | 2 | In my quest to handle increasingly sizeable datasets, I've been experimenting with the Hugging Face datasets library. However, I frequently encounter difficulties, particularly with the map function, which seems to freeze or lock up, even when dealing with relatively small datasets—think around 50,000 rows, for instan... | 2024-03-01T14:26:02 | https://www.reddit.com/r/LocalLLaMA/comments/1b3vixd/dealing_with_big_datasets/ | ExaminationNo8522 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3vixd | false | null | t3_1b3vixd | /r/LocalLLaMA/comments/1b3vixd/dealing_with_big_datasets/ | false | false | self | 2 | null |
Running LLMs partially on cpu. DDR5 R1(single rank) vs R2(dual rank) | 1 | Burning question. Which one is more efficient ?
2x32gb, dual rank(8x32bit/256bit), 6800mhz, 13600 MT/s, total bandwidth 217.6 GBps
VS
2x24gb, single rank(4x32bit/128bit), 7800mhz, 15600 MT/s , total bandwidth 124.8 GBps
​
​
​ | 2024-03-01T14:24:07 | https://www.reddit.com/r/LocalLLaMA/comments/1b3vhc7/running_llms_partially_on_cpu_ddr5_r1single_rank/ | bumslapp | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3vhc7 | false | null | t3_1b3vhc7 | /r/LocalLLaMA/comments/1b3vhc7/running_llms_partially_on_cpu_ddr5_r1single_rank/ | false | false | self | 1 | null |
HELP. Using DPO to tune LLama-2-7b-chat-hf. | 1 | This is for my Master Thesis, however the I am having trouble at getting a small model to work.
I need to enhance the performance of chat version of an LLM in a specific domain.
A DPO dataset needs to look like this:
[
{
"input": "how to write function in python",
"chosen": "How to w... | 2024-03-01T14:21:55 | https://www.reddit.com/r/LocalLLaMA/comments/1b3vflt/help_using_dpo_to_tune_llama27bchathf/ | ALEIOSTER | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3vflt | false | null | t3_1b3vflt | /r/LocalLLaMA/comments/1b3vflt/help_using_dpo_to_tune_llama27bchathf/ | false | false | self | 1 | null |
Azure AI API | 1 | Hi
I want to set up Azure AI but I can’t find anywhere the price… how much is it do you know? Also does it mean I don’t have to pay every time I make an API call?
Thanks | 2024-03-01T14:20:53 | https://www.reddit.com/r/LocalLLaMA/comments/1b3veqe/azure_ai_api/ | Ilarom | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3veqe | false | null | t3_1b3veqe | /r/LocalLLaMA/comments/1b3veqe/azure_ai_api/ | false | false | self | 1 | null |
Best possible use cases for RAG in industries | 1 | I’m diving into the fascinating world of RAG applications and their potential in industrial settings. I’d love to hear some insights on the most creative and groundbreaking use cases of this technology. How far do you think we can push the boundaries? | 2024-03-01T13:49:39 | https://www.reddit.com/r/LocalLLaMA/comments/1b3up33/best_possible_use_cases_for_rag_in_industries/ | atharvgarg1998 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3up33 | false | null | t3_1b3up33 | /r/LocalLLaMA/comments/1b3up33/best_possible_use_cases_for_rag_in_industries/ | false | false | self | 1 | null |
Building a AI and Data Science Rig - Using Server Hardware + Ampere GPU's? | 13 | I recently came into a bit of money that I want to put toward a build, and I would also like to use my machine to crunch medium-large sized datasets with data analytics software. Ideally, I'd like a lot of RAM and many cores to distribute in-memory processing.
I was thinking of buying a slightly older gen server mobo ... | 2024-03-01T13:25:36 | https://www.reddit.com/r/LocalLLaMA/comments/1b3u7aa/building_a_ai_and_data_science_rig_using_server/ | JustinPooDough | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3u7aa | false | null | t3_1b3u7aa | /r/LocalLLaMA/comments/1b3u7aa/building_a_ai_and_data_science_rig_using_server/ | false | false | self | 13 | null |
Why doesn't Mixtral 7x8b support Vulkan? | 1 | [removed] | 2024-03-01T13:25:34 | https://www.reddit.com/r/LocalLLaMA/comments/1b3u79f/why_doesnt_mixtral_7x8b_support_vulkan/ | Deep-Yoghurt878 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3u79f | false | null | t3_1b3u79f | /r/LocalLLaMA/comments/1b3u79f/why_doesnt_mixtral_7x8b_support_vulkan/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '7qFkGMGEbWzOxE5CQapiQxzQfyVC0Ea5C27r0bAVetk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/MPrVNPaz5XV7QJcpVSZceIPsC6Qcogy5u0dzTHJxWPI.jpg?width=108&crop=smart&auto=webp&s=48a4edd352a2d244918237c5f7ef30620c6b04d9', 'width': 108}, {'height': 108, 'url': 'h... |
Training a translation model | 1 | [removed] | 2024-03-01T13:09:20 | https://www.reddit.com/r/LocalLLaMA/comments/1b3tvna/training_a_translation_model/ | klei10 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3tvna | false | null | t3_1b3tvna | /r/LocalLLaMA/comments/1b3tvna/training_a_translation_model/ | false | false | self | 1 | null |
Get $10 off with this discount code. | 1 | [deleted] | 2024-03-01T12:47:15 | https://perplexity.ai/pro?referral_code=TQRFFK3J | drawxd | perplexity.ai | 1970-01-01T00:00:00 | 0 | {} | 1b3tgeo | false | null | t3_1b3tgeo | /r/LocalLLaMA/comments/1b3tgeo/get_10_off_with_this_discount_code/ | false | false | default | 1 | null |
Code Xpert: A completely FREE and open-source GitHub Copilot-like Project With VSCode extension🎈 | 11 | 🚀 Excited to launch CodeXpert!
Your coding companion enhances your experience with advanced language models.
❕️No need to run heavy models locally, just install the VS Code extension and done! You have a free copilot now!
https://github.com/SudoACoder/CodeXpert
If you liked this project, please give it a star! 😅 | 2024-03-01T12:12:09 | https://www.reddit.com/r/LocalLLaMA/comments/1b3styc/code_xpert_a_completely_free_and_opensource/ | Mr3600 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3styc | false | null | t3_1b3styc | /r/LocalLLaMA/comments/1b3styc/code_xpert_a_completely_free_and_opensource/ | false | false | self | 11 | {'enabled': False, 'images': [{'id': 'dLbS-PmZEu8XyNSrnTLQGQrYnI4eBGLYuKrqLhIzM2E', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/1Vj_p-hsKxcCEck9jSCzM00q5tgcoOEBsctv85G61ho.jpg?width=108&crop=smart&auto=webp&s=d3569b32def38a193f74c89b4478258ce319f1c2', 'width': 108}, {'height': 108, 'url': 'h... |
Differences between Openchat versions | 2 | I'm trying to understand the evolution of the Openchat model versions listed on HuggingFace. In their paper (
I'm trying to understand the evolution of the Openchat model versions listed on HuggingFace. In their paper ([link](https://arxiv.org/abs/2309.11235)), they refer to their model as "openchat-13b". Among the v... | 2024-03-01T12:07:34 | https://www.reddit.com/r/LocalLLaMA/comments/1b3sqyn/differences_between_openchat_versions/ | Outrageous_Apple8747 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3sqyn | false | null | t3_1b3sqyn | /r/LocalLLaMA/comments/1b3sqyn/differences_between_openchat_versions/ | false | false | self | 2 | null |
Random content produced by PHi | 2 | Hi Folks
Am i the only one who has spotted random "talk" by the Phi model?
I asked it to name the best performing Municipality (County) in South Africa and it came back with an answer followed by "Phi thinking out loud".
I noticed the same thing last week but just dismissed it | 2024-03-01T11:51:47 | https://www.reddit.com/r/LocalLLaMA/comments/1b3sgs8/random_content_produced_by_phi/ | RollerKokster | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3sgs8 | false | null | t3_1b3sgs8 | /r/LocalLLaMA/comments/1b3sgs8/random_content_produced_by_phi/ | false | false | self | 2 | null |
The LLM Creativity benchmark (initial results: small models + miqu) | 44 | The goal of this benchmark is to evaluate the ability of Large Language Models to be used as an **uncensored creative writing assistant**. Human evaluation of the results is done manually, by me, to assess the quality of writing.
This is the initial public results, mostly focused on small models that fit in 12-16 GB o... | 2024-03-01T10:41:42 | https://www.reddit.com/r/LocalLLaMA/comments/1b3rbkl/the_llm_creativity_benchmark_initial_results/ | ex-arman68 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3rbkl | false | null | t3_1b3rbkl | /r/LocalLLaMA/comments/1b3rbkl/the_llm_creativity_benchmark_initial_results/ | false | false | 44 | {'enabled': False, 'images': [{'id': 'APinZw_kqhiB3wmaDPc7L_yRMNAxeOvVVg6D51qTeLw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/G1_JQX-7RQ_aJPaTWe52D44mQfAtV-bhOQrtnmtp6sA.jpg?width=108&crop=smart&auto=webp&s=bac6173fc97ff4aac75f0f9efcebca8776ba1a0e', 'width': 108}, {'height': 116, 'url': 'h... | |
Reversed Entropy LLM? | 4 | I was thinking that, we simply create black-boxes to perceive the world like us. Why we don't create LLMs to bend the perceptions or create other kinds of perceptions?
​
Imagine that, we have enough data to create these black-boxes to go one direction, like you are, now, reading this message from top to bottom... | 2024-03-01T10:26:41 | https://www.reddit.com/r/LocalLLaMA/comments/1b3r3dx/reversed_entropy_llm/ | scknkkrer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3r3dx | false | null | t3_1b3r3dx | /r/LocalLLaMA/comments/1b3r3dx/reversed_entropy_llm/ | false | false | self | 4 | null |
LLaMA/Mistral + internal PDFs + Excel + Databases | 5 | Hey guys,
firstly, i really do not have much experience with LLMs, especially not hosting them locally.
However, for university I am trying to do a project right now with local LLaMA or Mistral, in order to not send data to any other servers. It has to be hosted locally.
The problem is, that I want the model to be... | 2024-03-01T10:14:43 | https://www.reddit.com/r/LocalLLaMA/comments/1b3qwuf/llamamistral_internal_pdfs_excel_databases/ | Daalex20 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3qwuf | false | null | t3_1b3qwuf | /r/LocalLLaMA/comments/1b3qwuf/llamamistral_internal_pdfs_excel_databases/ | false | false | self | 5 | null |
What does it "feel" to be an LLM - Memento? | 1 | [removed] | 2024-03-01T10:13:37 | https://www.reddit.com/r/LocalLLaMA/comments/1b3qwb0/what_does_it_feel_to_be_an_llm_memento/ | pi-squared | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3qwb0 | false | null | t3_1b3qwb0 | /r/LocalLLaMA/comments/1b3qwb0/what_does_it_feel_to_be_an_llm_memento/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'eRFynbEuzRi1h8FtxHKiqx2YWR4JaL8yLCeNEs3AmzE', 'resolutions': [{'height': 152, 'url': 'https://external-preview.redd.it/ra1zZ095slpEUwUMzISkaI0fGqwvAxWcC23UH7cDSK0.png?width=108&crop=smart&auto=webp&s=fbb7bb1048f8ba9fcded25b7d07c59c264148f2d', 'width': 108}, {'height': 305, 'url': '... |
Current LLMs are the Memento Guy (and more musings) | 1 | [removed] | 2024-03-01T10:07:20 | https://www.reddit.com/r/LocalLLaMA/comments/1b3qsxn/current_llms_are_the_memento_guy_and_more_musings/ | pi-squared | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3qsxn | false | null | t3_1b3qsxn | /r/LocalLLaMA/comments/1b3qsxn/current_llms_are_the_memento_guy_and_more_musings/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'eRFynbEuzRi1h8FtxHKiqx2YWR4JaL8yLCeNEs3AmzE', 'resolutions': [{'height': 152, 'url': 'https://external-preview.redd.it/ra1zZ095slpEUwUMzISkaI0fGqwvAxWcC23UH7cDSK0.png?width=108&crop=smart&auto=webp&s=fbb7bb1048f8ba9fcded25b7d07c59c264148f2d', 'width': 108}, {'height': 305, 'url': '... |
which one would you choose? | 1 | 10 apple senteces test.
https://preview.redd.it/8ui223e15plc1.png?width=1489&format=png&auto=webp&s=22fa65a70634c32f6ca336d139bb52a5f3e97ca1 | 2024-03-01T10:04:01 | https://www.reddit.com/r/LocalLLaMA/comments/1b3qr2g/which_one_would_you_choose/ | Realistic-Tea-8516 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3qr2g | false | null | t3_1b3qr2g | /r/LocalLLaMA/comments/1b3qr2g/which_one_would_you_choose/ | false | false | 1 | null | |
NVIDIA’s Nemotron-4 15B Beats Mistral, Gemma, and Llama 2 in Reasoning | 1 | [removed] | 2024-03-01T09:56:17 | https://www.reddit.com/r/LocalLLaMA/comments/1b3qmm9/nvidias_nemotron4_15b_beats_mistral_gemma_and/ | xXWarMachineRoXx | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3qmm9 | false | null | t3_1b3qmm9 | /r/LocalLLaMA/comments/1b3qmm9/nvidias_nemotron4_15b_beats_mistral_gemma_and/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'W8K8UQEhsZIZ21PvP7ocG_zyrY29nrdRz5tK8h0u-2w', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/hOrkoEyNPxp681UVdJXHEumyp3pI_Q8NjC-b7RZaVZE.jpg?width=108&crop=smart&auto=webp&s=db31aeb13e8b726dff25faed461e1c7252125e04', 'width': 108}, {'height': 121, 'url': 'h... |
Elon Musk Sues Sam Altman OpenAI Over Breach Of Agreement | 1 | 2024-03-01T09:38:24 | https://coingape.com/elon-musk-sues-sam-altman-openai-over-breach-of-agreement/ | perksoeerrroed | coingape.com | 1970-01-01T00:00:00 | 0 | {} | 1b3qdcz | false | null | t3_1b3qdcz | /r/LocalLLaMA/comments/1b3qdcz/elon_musk_sues_sam_altman_openai_over_breach_of/ | false | false | 1 | {'enabled': False, 'images': [{'id': '8T73wjJAggrnJYHxQfE9Sx21GPQAPsIp_2KGPhqWPzM', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/_7CoTJxyqMW5JXbBq0Zx8NuiPi7D_1_utxm6w2zpIGI.jpg?width=108&crop=smart&auto=webp&s=57ab2ece1720980c10679416cb23083bde40635a', 'width': 108}, {'height': 144, 'url': 'h... | ||
Benchmarking Inference, Comparing performance, Model Types,..? | 2 | After spending quite some time looking to find some kind of inference benchmarks, trying to get an understanding of real life performance of different systems, i'm still not much smarter than before.
A few articles with benchmarks, often as a snapshot of a specific before and after situation, or to compare one specifi... | 2024-03-01T09:29:57 | https://www.reddit.com/r/LocalLLaMA/comments/1b3q93f/benchmarking_inference_comparing_performance/ | maxigs0 | self.LocalLLaMA | 2024-03-01T10:46:42 | 0 | {} | 1b3q93f | false | null | t3_1b3q93f | /r/LocalLLaMA/comments/1b3q93f/benchmarking_inference_comparing_performance/ | false | false | self | 2 | null |
Analyse logs with llama2 | 2 | Hello everybody,
I am using llama 2 in my local with ollama. I want to do log analysis with the llama 2 model and identify any potential issue if any. Since log files are huge in size, so obviously i cannot put the logs directly in the message. I surely need to chunk it but how i am not sure. Anyone has any idea on ho... | 2024-03-01T09:18:53 | https://www.reddit.com/r/LocalLLaMA/comments/1b3q3gk/analyse_logs_with_llama2/ | bikash04 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3q3gk | false | null | t3_1b3q3gk | /r/LocalLLaMA/comments/1b3q3gk/analyse_logs_with_llama2/ | false | false | default | 2 | null |
Current LLMs are the Memento Guy (and more musings) | 1 | [removed] | 2024-03-01T08:47:52 | https://www.reddit.com/r/LocalLLaMA/comments/1b3pnox/current_llms_are_the_memento_guy_and_more_musings/ | pi-squared | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3pnox | false | null | t3_1b3pnox | /r/LocalLLaMA/comments/1b3pnox/current_llms_are_the_memento_guy_and_more_musings/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'eRFynbEuzRi1h8FtxHKiqx2YWR4JaL8yLCeNEs3AmzE', 'resolutions': [{'height': 152, 'url': 'https://external-preview.redd.it/ra1zZ095slpEUwUMzISkaI0fGqwvAxWcC23UH7cDSK0.png?width=108&crop=smart&auto=webp&s=fbb7bb1048f8ba9fcded25b7d07c59c264148f2d', 'width': 108}, {'height': 305, 'url': '... |
Best model for Coding? | 2 | Hi, planning to run a localLLM via LM Studio on a 64GB MacBook Pro M1 Max. Any suggestions? Accuracy, correctness and speed is important. I know all three can't be achieved a the same time, models that have the right balance should be great.
I'd also be running my IDE, browser and a few other things on the side while... | 2024-03-01T08:43:41 | https://www.reddit.com/r/LocalLLaMA/comments/1b3plju/best_model_for_coding/ | discoveringnature12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3plju | false | null | t3_1b3plju | /r/LocalLLaMA/comments/1b3plju/best_model_for_coding/ | false | false | self | 2 | null |
LLM Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion | 8 | What has been the experience with using these components. How effective is re ranking in production systems using RAG Pipelines?
[https://github.com/yuchenlin/LLM-Blender?tab=readme-ov-file](https://github.com/yuchenlin/LLM-Blender?tab=readme-ov-file) | 2024-03-01T08:14:00 | https://www.reddit.com/r/LocalLLaMA/comments/1b3p60a/llm_blender_ensembling_large_language_models_with/ | vm123313223 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b3p60a | false | null | t3_1b3p60a | /r/LocalLLaMA/comments/1b3p60a/llm_blender_ensembling_large_language_models_with/ | false | false | self | 8 | {'enabled': False, 'images': [{'id': 'qMFsP1m4LymogfVZCkoMn2u7bBfyGnTUiZM0Prr6lJk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/rLSgHjScoyGZ0-5npG5MZLPwIgCWGDZHZKjc6t9bU9E.jpg?width=108&crop=smart&auto=webp&s=02b95530318c41f6293e5e5c245684ad4f6070fe', 'width': 108}, {'height': 108, 'url': 'h... |
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