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Local LLM coordinator that loads a 'specialist' model based on data input such as user intent - Does it even make sense? | 45 | Hey everyone, just looking to pick some brains/ have a discussion as I'm wondering if I am working on a solution that doesn't have a problem. Alot of the tech folks I've presented this to kinda give me deer in headlines look, but maybe I'm not presenting it well, or the value of running all of this locally is not the ... | 2024-02-22T14:15:02 | https://www.reddit.com/gallery/1ax7e4j | kenef | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1ax7e4j | false | null | t3_1ax7e4j | /r/LocalLLaMA/comments/1ax7e4j/local_llm_coordinator_that_loads_a_specialist/ | false | false | 45 | null | |
Restricting Story Generator to Limited English Vocabulary for Language Learners | 6 | Hey everyone! So, I'm diving into this project where I'm trying to create a story generator for beginners in English. The twist is they've only got around 150 words in their vocab. My goal is to create stories exclusively using this limited vocabulary, ensuring they can read and fully grasp the content without constant... | 2024-02-22T14:01:30 | https://www.reddit.com/r/LocalLLaMA/comments/1ax7390/restricting_story_generator_to_limited_english/ | Abdallat1f | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax7390 | false | null | t3_1ax7390 | /r/LocalLLaMA/comments/1ax7390/restricting_story_generator_to_limited_english/ | false | false | self | 6 | null |
is Groq the new Nvidia, and how much closer to AGI does LLaMa using Groq bring us? | 1 |
lower latency, maximum performance, deterministic, low energy consumption and blazing speed!!! groq has it all!!!!!
here are a few questions:
does their revolutionary new lpu design mean that they will quickly become the new nvidia in the chip design field or will they more likely choose to collaborate with nvidia... | 2024-02-22T13:46:13 | https://www.reddit.com/r/LocalLLaMA/comments/1ax6rgi/is_groq_the_new_nvidia_and_how_much_closer_to_agi/ | Georgeo57 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax6rgi | false | null | t3_1ax6rgi | /r/LocalLLaMA/comments/1ax6rgi/is_groq_the_new_nvidia_and_how_much_closer_to_agi/ | false | false | self | 1 | null |
is Groq the new Nvidia, and how much closer will it and LLaMa bring us to AGI? | 1 | [removed] | 2024-02-22T13:41:24 | https://www.reddit.com/r/LocalLLaMA/comments/1ax6nrq/is_groq_the_new_nvidia_and_how_much_closer_will/ | Georgeo57 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax6nrq | false | null | t3_1ax6nrq | /r/LocalLLaMA/comments/1ax6nrq/is_groq_the_new_nvidia_and_how_much_closer_will/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'UM9vTKVjztSIUT_X-Mgd8yurz12h-yenQmi06-go5B0', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/lEsW-Tw-J61WOCh-pe4_sWSTkcbgETd3wznwyVndzrc.jpg?width=108&crop=smart&auto=webp&s=cc5a8f92caedb3edab7db01a59b22b2ab8f11b8f', 'width': 108}, {'height': 162, 'url': 'h... |
My work project | 1 | 2024-02-22T13:28:49 | https://www.google.com/collections/s/list/SiDtNPGXQsGRF6_-Ks9cIw/kui7bwOdaX8 | Key_Comb_5932 | google.com | 1970-01-01T00:00:00 | 0 | {} | 1ax6eks | false | null | t3_1ax6eks | /r/LocalLLaMA/comments/1ax6eks/my_work_project/ | false | false | default | 1 | null | |
Instruction prompt template for RP/Character + Parameters | 7 | Hello guys,
I am trying to RP/Chat with a custom character on Senku 70B. I am not really familiar with instruction template. Does anyone have any good instruction prompt template for this use case? Any parameter suggestions (top_p, temp, etc).
Thank you for your help,
Teto | 2024-02-22T12:38:00 | https://www.reddit.com/r/LocalLLaMA/comments/1ax5f74/instruction_prompt_template_for_rpcharacter/ | ll_Teto_ll | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax5f74 | false | null | t3_1ax5f74 | /r/LocalLLaMA/comments/1ax5f74/instruction_prompt_template_for_rpcharacter/ | false | false | self | 7 | null |
Any Tucson AZ members here? | 8 | So, I won a few things in the auction I posted yesterday. However due to timing conflicts looks like I won’t be able to fly over to collect as originally planned.
Are there any local Tucson trusted Redditor’s around that may be able to assist? Would be solely to collect and resend, no costs or payment involved.
... | 2024-02-22T12:30:46 | https://www.reddit.com/r/LocalLLaMA/comments/1ax5ahm/any_tucson_az_members_here/ | BreakIt-Boris | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax5ahm | false | null | t3_1ax5ahm | /r/LocalLLaMA/comments/1ax5ahm/any_tucson_az_members_here/ | false | false | self | 8 | null |
How to fine-tune LLM for probabilistic categorization? | 1 | Hi, reading: [https://scontent-mad2-1.xx.fbcdn.net/v/t39.2365-6/408725049\_3688557441468029\_8103913771964668529\_n.pdf?\_nc\_cat=100&ccb=1-7&\_nc\_sid=3c67a6&\_nc\_ohc=i-B2G4YtNJ4AX-hew\_p&\_nc\_ht=scontent-mad2-1.xx&oh=00\_AfDlUBk9\_006XkP-yAfjlubQVomYgHbiUO3mS9qiaA9\_6w&oe=65DC0FD9](https://scontent-mad2-1.xx.fbcdn.... | 2024-02-22T12:23:29 | https://www.reddit.com/r/LocalLLaMA/comments/1ax55pz/how_to_finetune_llm_for_probabilistic/ | ErikDz11 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax55pz | false | null | t3_1ax55pz | /r/LocalLLaMA/comments/1ax55pz/how_to_finetune_llm_for_probabilistic/ | false | false | self | 1 | null |
How much VRAM Miqu requires on different context sizes and bpw? | 1 | [removed] | 2024-02-22T12:06:43 | https://www.reddit.com/r/LocalLLaMA/comments/1ax4v99/how_much_vram_miqu_requires_on_different_context/ | Working-Flatworm-531 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax4v99 | false | null | t3_1ax4v99 | /r/LocalLLaMA/comments/1ax4v99/how_much_vram_miqu_requires_on_different_context/ | false | false | self | 1 | null |
P100 vs P40 | 17 | Hi,
I am building a rig for running llama 2 and some other models. I was wondering if it is better to have 2 P100s or 2 P40s if I want to experiment with running both larger and smaller models but am especially focused on speed of generating text (or images if I try stable diffusion).
Can anyone who has tried these g... | 2024-02-22T12:05:26 | https://www.reddit.com/r/LocalLLaMA/comments/1ax4uf7/p100_vs_p40/ | Lecodyman | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax4uf7 | false | null | t3_1ax4uf7 | /r/LocalLLaMA/comments/1ax4uf7/p100_vs_p40/ | false | false | self | 17 | null |
Run Google's Gemma model locally | 1 | [removed] | 2024-02-22T11:58:38 | https://www.reddit.com/r/LocalLLaMA/comments/1ax4pt8/run_googles_gemma_model_locally/ | Melinda_McCartney | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax4pt8 | false | null | t3_1ax4pt8 | /r/LocalLLaMA/comments/1ax4pt8/run_googles_gemma_model_locally/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'XDgKzr3tpmk3RWtaxrZekrFR2FryDh81l6byFWVDCNQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/j84lBU7ZTtk8j0IwOKCtZBBY2uct0Hh1ewecaUuqiqs.jpg?width=108&crop=smart&auto=webp&s=f0d46b1d0931a9bdfe09b053544131d43a8ad93f', 'width': 108}, {'height': 116, 'url': 'h... |
Replace Copilot with localllama ? | 12 | Hi folks,
Is there a way to replace copilot inline suggestions by a local llama model ? (e.g. deepseekcoder) in VScode ? tweaking the api calls might do the trick? | 2024-02-22T11:31:21 | https://www.reddit.com/r/LocalLLaMA/comments/1ax49v9/replace_copilot_with_localllama/ | 1overNseekness | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax49v9 | false | null | t3_1ax49v9 | /r/LocalLLaMA/comments/1ax49v9/replace_copilot_with_localllama/ | false | false | self | 12 | null |
Need help regarding running gguf files locally | 2 | I have some quantised models in .gguf format in my local machine. Now I want to run them locally in simple jupyter notebook instead of Lmstudio. It's showing me errors all the time I am trying to run it. Can someone suggest anything.
The main goal is that I need to calculate the inference time or speed(token per seco... | 2024-02-22T11:20:17 | https://www.reddit.com/r/LocalLLaMA/comments/1ax43jo/need_help_regarding_running_gguf_files_locally/ | iamnotdeadnuts | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax43jo | false | null | t3_1ax43jo | /r/LocalLLaMA/comments/1ax43jo/need_help_regarding_running_gguf_files_locally/ | false | false | self | 2 | null |
Too much to ask for a local LLM to search docs and web? | 4 | Hello!
I have been using GPT4all to ask questions to my many PDF documents, but I miss to search the Internet in real time.
I would love to use my PDFs and search Internet with my preferred Mixtral 8x7b-32K.
Do you know some other interface to achieve it?
​ | 2024-02-22T10:56:18 | https://www.reddit.com/r/LocalLLaMA/comments/1ax3ph4/too_much_to_ask_for_a_local_llm_to_search_docs/ | SnooWoofers780 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax3ph4 | false | null | t3_1ax3ph4 | /r/LocalLLaMA/comments/1ax3ph4/too_much_to_ask_for_a_local_llm_to_search_docs/ | false | false | self | 4 | null |
Anyone able to run the new gemma model on LM Studio? | 1 | Is anyone able to load gemma with the LM studio? It gives me an error saying it can't and then just an info dump:
```json
{
"cause": "",
"errorData": {
"n_ctx": 2048,
"n_batch": 512,
"n_gpu_layers": 0
},
"data": {
"memory": {
"ram_capacity": "59... | 2024-02-22T10:51:07 | https://www.reddit.com/r/LocalLLaMA/comments/1ax3mpk/anyone_able_to_run_the_new_gemma_model_on_lm/ | deama15 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax3mpk | false | null | t3_1ax3mpk | /r/LocalLLaMA/comments/1ax3mpk/anyone_able_to_run_the_new_gemma_model_on_lm/ | false | false | self | 1 | null |
Converting GPTQ to GGUF format | 4 | Is it possible to convert GPTQ quantized model to GGUF format using Llama.cpp? I have tried converting Falcon-7b 4bit quantized GPTQ model and I got the following error:
Can not map tensor 'transformer.h.0.mlp.dense\_4h\_to\_h.g\_idx'
I tried converting TheBloke/Llama-2-7B-GPTQ model to GGUF and got the following as... | 2024-02-22T10:48:14 | https://www.reddit.com/r/LocalLLaMA/comments/1ax3l02/converting_gptq_to_gguf_format/ | Any-Acanthisitta-809 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax3l02 | false | null | t3_1ax3l02 | /r/LocalLLaMA/comments/1ax3l02/converting_gptq_to_gguf_format/ | false | false | self | 4 | null |
Suggestions for PC build to run 13b model and RAG | 1 | [removed] | 2024-02-22T10:35:16 | https://www.reddit.com/r/LocalLLaMA/comments/1ax3dkf/suggestions_for_pc_build_to_run_13b_model_and_rag/ | durian_pizza | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax3dkf | false | null | t3_1ax3dkf | /r/LocalLLaMA/comments/1ax3dkf/suggestions_for_pc_build_to_run_13b_model_and_rag/ | false | false | self | 1 | null |
Are there any uncensored models that are not trained with porn? | 63 | Are there any completely uncensored models, that are trained with data that largely does not consist of porn/erotica? I realize that many people who are looking for uncensored storytelling are specifically trying for erotica, but I am looking for something more general purpose that doesn't refuse my request even if it ... | 2024-02-22T10:34:48 | https://www.reddit.com/r/LocalLLaMA/comments/1ax3d9f/are_there_any_uncensored_models_that_are_not/ | dank_imagemacro | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax3d9f | false | null | t3_1ax3d9f | /r/LocalLLaMA/comments/1ax3d9f/are_there_any_uncensored_models_that_are_not/ | false | false | self | 63 | null |
Custom multimodal bots with Llama 2, Mixtral, Claude, etc. base LLMs | 4 | Poe has just added Llava for image understanding to nearly all of their available LLMs. Now, I just have to translate my meme assistant GPT prompts into Mixtral prompts! What are your potential use cases for custom bots with image understanding + OS LLM bases? [https://twitter.com/poe\_platform/status/17603510827804387... | 2024-02-22T10:17:14 | https://www.reddit.com/r/LocalLLaMA/comments/1ax33ef/custom_multimodal_bots_with_llama_2_mixtral/ | WaterdanceAC | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax33ef | false | null | t3_1ax33ef | /r/LocalLLaMA/comments/1ax33ef/custom_multimodal_bots_with_llama_2_mixtral/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'bBKtP75wDlCM74_IZgj13swdUTZfOUtwXshZdiMIywM', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/ZoFFEnvsI95qWW_BnurmcUquchhYLxUc88GvcIKioDg.jpg?width=108&crop=smart&auto=webp&s=171ca5c5e4a78061535db12346ff94c6f25e1083', 'width': 108}], 'source': {'height': 78,... |
Has anyone used their local LLM as a Game Master/Dungeon Master? | 1 | [removed] | 2024-02-22T08:50:34 | https://www.reddit.com/r/LocalLLaMA/comments/1ax1tlh/has_anyone_used_their_local_llm_as_a_game/ | Guster_Posey | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax1tlh | false | null | t3_1ax1tlh | /r/LocalLLaMA/comments/1ax1tlh/has_anyone_used_their_local_llm_as_a_game/ | false | false | self | 1 | null |
MacOS shortcut for text manipulation, that runs anywhere, using llm | 1 | [removed] | 2024-02-22T08:46:46 | https://www.reddit.com/r/LocalLLaMA/comments/1ax1rkp/macos_shortcut_for_text_manipulation_that_runs/ | Neat-Resolution6062 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax1rkp | false | null | t3_1ax1rkp | /r/LocalLLaMA/comments/1ax1rkp/macos_shortcut_for_text_manipulation_that_runs/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'NThF7sjebGTQleSYVSXcTB9KKt5yJM6xZ3e39PUBQ-M', 'resolutions': [{'height': 96, 'url': 'https://external-preview.redd.it/G9JR4qvfig48znIG3Y67IMxWRH-B4wmwH17xR3ouQ8s.jpg?width=108&crop=smart&auto=webp&s=fbe90d3f1df0bb0d16071d5377741cebc39b1bdb', 'width': 108}, {'height': 193, 'url': 'h... |
problems with gemma GGUF models (spelling and other obvious mistakes) | 5 | I'm using the official GGUF file that comes with the gemma-7b-it model with the latest llama.cpp (b2234) to Q8\_0 and the model output seems to have a lot of spelling and grammar mistakes. It runs and generally works ok but has with a lot of similar problems in the output.
> what are the benefits of python 3?
... | 2024-02-22T08:19:17 | https://www.reddit.com/r/LocalLLaMA/comments/1ax1cwl/problems_with_gemma_gguf_models_spelling_and/ | gamesntech | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax1cwl | false | null | t3_1ax1cwl | /r/LocalLLaMA/comments/1ax1cwl/problems_with_gemma_gguf_models_spelling_and/ | false | false | self | 5 | null |
wht multi answer chat-ui doen't exist | 8 | when I do work, I always Using 3 LLMs(gpt4 ,gemini bard ,local LLM) and asking 3 same prompt and comparing and using it.
​
like a self arena system.
​
there are lots of chatbot ui (hf chat-ui, ollama ui, chatbot-ui) doesn't support multi answer.
​
like below pic
[example of multi answer](ht... | 2024-02-22T08:10:00 | https://www.reddit.com/r/LocalLLaMA/comments/1ax17vh/wht_multi_answer_chatui_doent_exist/ | aijuud | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax17vh | false | null | t3_1ax17vh | /r/LocalLLaMA/comments/1ax17vh/wht_multi_answer_chatui_doent_exist/ | false | false | 8 | null | |
The Power of Open Models In Two Pictures | 503 | 2024-02-22T07:41:48 | https://www.reddit.com/gallery/1ax0s5b | jslominski | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1ax0s5b | false | null | t3_1ax0s5b | /r/LocalLLaMA/comments/1ax0s5b/the_power_of_open_models_in_two_pictures/ | false | false | 503 | null | ||
Using Local LLMs as a Console-based Copilot | 57 | ​
[One of my AI based workflow](https://preview.redd.it/w4465tbra3kc1.png?width=1920&format=png&auto=webp&s=48807c67d3e1ea0163d1a1c5c10f6b8450266e14)
​
Currently, I am working on a console-based LLM chat UI called "[rich-chat](https://github.com/akarshanbiswas/rich-chat)" together with u/teleprint-me. ... | 2024-02-22T07:38:07 | https://www.reddit.com/r/LocalLLaMA/comments/1ax0q4t/using_local_llms_as_a_consolebased_copilot/ | akbbiswas | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax0q4t | false | null | t3_1ax0q4t | /r/LocalLLaMA/comments/1ax0q4t/using_local_llms_as_a_consolebased_copilot/ | false | false | 57 | {'enabled': False, 'images': [{'id': 'S4DWN436Kf240INxeD3lohTxgA9LZ1J4rV3CE5UnsOU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/2vaDOlJP0MnGrVuzB5lXIOxv_CK8jN5ofF-Fr0SFyMo.jpg?width=108&crop=smart&auto=webp&s=e43077a444ab78b69a03fbf535ce427e24062432', 'width': 108}, {'height': 108, 'url': 'h... | |
Training/Fine-Tuning Local LLM on Specific Domain Knowledge, Such As Fandom? | 7 | There are foundation and instruct models based on Mistral 7B that has been adapted to include my local language (Non English). The quality of the language is acceptable, although its knowledge of the domain I am interested to use this model for is quite thin. It gets 40% of the facts wrong, although the grammatical str... | 2024-02-22T06:59:54 | https://www.reddit.com/r/LocalLLaMA/comments/1ax040f/trainingfinetuning_local_llm_on_specific_domain/ | DrJokeTech | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax040f | false | null | t3_1ax040f | /r/LocalLLaMA/comments/1ax040f/trainingfinetuning_local_llm_on_specific_domain/ | false | false | self | 7 | null |
Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent | 28 | 2024-02-22T06:55:24 | https://arxiv.org/abs/2402.13717 | ninjasaid13 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1ax01jx | false | null | t3_1ax01jx | /r/LocalLLaMA/comments/1ax01jx/neeko_leveraging_dynamic_lora_for_efficient/ | false | false | default | 28 | null | |
Data format for fine-tuning qwen-1.5 | 6 | Trying to fine-tuning qwen-1.5 with custom dataset for machine translation, any tutorial I can refer to for dataset format?
Also is the format of got-3.5 fine-tuning also working for open source models? | 2024-02-22T06:54:53 | https://www.reddit.com/r/LocalLLaMA/comments/1ax017i/data_format_for_finetuning_qwen15/ | wasabiegg | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ax017i | false | null | t3_1ax017i | /r/LocalLLaMA/comments/1ax017i/data_format_for_finetuning_qwen15/ | false | false | self | 6 | null |
Tried Gemma, its pretty good for a 2B Model | 28 | Made it to generate changelog from release notes snippets and it did a good job for a thin model
​
https://preview.redd.it/fkpdj64i23kc1.png?width=2880&format=png&auto=webp&s=2dcbc7c0d77d43162732a69dc5d5d87050cb13fc | 2024-02-22T06:46:28 | https://www.reddit.com/r/LocalLLaMA/comments/1awzwf6/tried_gemma_its_pretty_good_for_a_2b_model/ | solotravelblogger | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awzwf6 | false | null | t3_1awzwf6 | /r/LocalLLaMA/comments/1awzwf6/tried_gemma_its_pretty_good_for_a_2b_model/ | false | false | 28 | null | |
Is Gemini too woke? | 5 | [removed] | 2024-02-22T05:54:41 | https://www.reddit.com/r/LocalLLaMA/comments/1awz0d0/is_gemini_too_woke/ | yahma | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awz0d0 | false | {'oembed': {'author_name': 'Timcast', 'author_url': 'https://www.youtube.com/@TimcastNews', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/69vx8ozQv-s?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; p... | t3_1awz0d0 | /r/LocalLLaMA/comments/1awz0d0/is_gemini_too_woke/ | false | false | 5 | {'enabled': False, 'images': [{'id': 'iZATAN9AnwEoIiCoP5RLn1Pj-kyzC5cMH7AHqtcvDBs', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/64Th15RQd6obZPionl8K5RmP76H4hm7skESpwvmuJbk.jpg?width=108&crop=smart&auto=webp&s=bed3983d06fb22bc04b13c2c2af434ad6339fded', 'width': 108}, {'height': 162, 'url': 'h... | |
Looking for: App for experimenting on prompts with different models | 1 | Hello everyone,
Sumit here from the Himalayas. Is anyone trying out a lot of prompts, perhaps from different AI models, hosted (ChatGPT, Claude) or local (Mistral, Llama2, etc.)?
I am doing this daily and now for my product and I am finding it messy to keep record of different responses, compare them, etc. I would li... | 2024-02-22T05:40:07 | https://www.reddit.com/r/LocalLLaMA/comments/1awyr2n/looking_for_app_for_experimenting_on_prompts_with/ | sumitdatta | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awyr2n | false | null | t3_1awyr2n | /r/LocalLLaMA/comments/1awyr2n/looking_for_app_for_experimenting_on_prompts_with/ | false | false | self | 1 | null |
Noob question | 1 | Hi all,
I'm trying to run llama-2 chat 7B on a remote linux device through SSH. I understand how to use llama.cpp and all that, but how do I actually download the gguf files through SSH on linux? Sorry, I'm a little new to linux. Thanks in advance! | 2024-02-22T05:28:14 | https://www.reddit.com/r/LocalLLaMA/comments/1awyjm1/noob_question/ | JR-graphics | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awyjm1 | false | null | t3_1awyjm1 | /r/LocalLLaMA/comments/1awyjm1/noob_question/ | false | false | self | 1 | null |
Question about which model to use ? | 1 | Hello,
I'm trying to play a little bit with RAG on top of our entreprise documents (.txt and .pdf)
I'm a little bit confused about which open source , free and commercial freindly LLMs to use for embedding and for Chatting (Q&A) to use. I have an Amazon Linux EC2 with one GpU and 24G gpu memory.
Thanks a lot for your... | 2024-02-22T05:03:49 | https://www.reddit.com/r/LocalLLaMA/comments/1awy3he/question_about_which_model_to_use/ | sboubaker | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awy3he | false | null | t3_1awy3he | /r/LocalLLaMA/comments/1awy3he/question_about_which_model_to_use/ | false | false | self | 1 | null |
Explain me about RAG | 1 | [removed] | 2024-02-22T05:01:18 | https://www.reddit.com/r/LocalLLaMA/comments/1awy1nm/explain_me_about_rag/ | akashcsr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awy1nm | false | null | t3_1awy1nm | /r/LocalLLaMA/comments/1awy1nm/explain_me_about_rag/ | false | false | self | 1 | null |
To run the 7B model better, "Apple 2022 MacBook Air M2 (8GB RAM)" or "Windows with i5 processor (24GB RAM)" ? | 1 | Hi,
I needed help to make the decision.
Currently, I run the 7B model via 24GB DDR4 RAM, Intel i5 processor Windows 11 laptop via LMstudio. It is slow.
I am thinking of buying an affordable "Apple 2022 MacBook Air Laptop with M2 chip (13.6-inch), 8GB RAM, 256GB SSD Storage".
Is the difference significant?
Is it... | 2024-02-22T03:56:10 | https://www.reddit.com/r/LocalLLaMA/comments/1awwu5b/to_run_the_7b_model_better_apple_2022_macbook_air/ | broodysupertramp | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awwu5b | false | null | t3_1awwu5b | /r/LocalLLaMA/comments/1awwu5b/to_run_the_7b_model_better_apple_2022_macbook_air/ | false | false | self | 1 | null |
Error when trying to load Gemma 7B in textgenwebui | 1 | [removed] | 2024-02-22T03:36:21 | https://www.reddit.com/r/LocalLLaMA/comments/1awwg2w/error_when_trying_to_load_gemma_7b_in_textgenwebui/ | yungfishstick | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awwg2w | false | null | t3_1awwg2w | /r/LocalLLaMA/comments/1awwg2w/error_when_trying_to_load_gemma_7b_in_textgenwebui/ | false | false | self | 1 | null |
Trying my hand a tuning Mistral from the OpenHermes dataset | 4 | I am using \`axolotl\`.
When I start the finetune, both the loss and eval loss is starts at around 0.64. That seems pretty low already right?
Doesn't this mean there's not much to learn? I believe I've read somewhere that the final loss should be around \~1.0 for your datasets.
What final loss should I be aiming for... | 2024-02-22T03:06:11 | https://www.reddit.com/r/LocalLLaMA/comments/1awvtyj/trying_my_hand_a_tuning_mistral_from_the/ | Tasty-Lobster-8915 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awvtyj | false | null | t3_1awvtyj | /r/LocalLLaMA/comments/1awvtyj/trying_my_hand_a_tuning_mistral_from_the/ | false | false | self | 4 | null |
Does anyone know good resources to test for context window effectiveness? | 1 | [removed] | 2024-02-22T02:53:53 | https://www.reddit.com/r/LocalLLaMA/comments/1awvkjy/does_anyone_know_good_resources_to_test_for/ | speakerknock | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awvkjy | false | null | t3_1awvkjy | /r/LocalLLaMA/comments/1awvkjy/does_anyone_know_good_resources_to_test_for/ | false | false | self | 1 | null |
Genuine curiosity: why hasn’t anyone trained an LLM on JSTOR? | 1 | [removed] | 2024-02-22T02:51:02 | https://www.reddit.com/r/LocalLLaMA/comments/1awviib/genuine_curiosity_why_hasnt_anyone_trained_an_llm/ | hmmqzaz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awviib | false | null | t3_1awviib | /r/LocalLLaMA/comments/1awviib/genuine_curiosity_why_hasnt_anyone_trained_an_llm/ | false | false | self | 1 | null |
Advanced RAG with graph path traversal | 2 | 2024-02-22T02:43:38 | https://neuml.hashnode.dev/advanced-rag-with-graph-path-traversal | davidmezzetti | neuml.hashnode.dev | 1970-01-01T00:00:00 | 0 | {} | 1awvcpg | false | null | t3_1awvcpg | /r/LocalLLaMA/comments/1awvcpg/advanced_rag_with_graph_path_traversal/ | false | false | 2 | {'enabled': False, 'images': [{'id': 'bloPAIgzoJJFFLzZ23UO9Lb0W-w1gdPOF5hqaMTQrIc', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/U5A_SS0bsVZINYXN5KvnS75zqe52CUnsjPuxNj5nQnk.jpg?width=108&crop=smart&auto=webp&s=bd31a11d5ffd859fb4e13bb608818bc8e8204b16', 'width': 108}, {'height': 113, 'url': 'h... | ||
txtai 7.0 released: Adds support for graph search, advanced graph traversal and graph RAG | 1 | [removed] | 2024-02-22T02:33:34 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1awv539 | false | null | t3_1awv539 | /r/LocalLLaMA/comments/1awv539/txtai_70_released_adds_support_for_graph_search/ | false | false | default | 1 | null | ||
SkyServe: Self-Hosted AI Serving on Any Cloud | 12 | Hello! I'm a maintainer of the open-source project [SkyPilot](https://github.com/skypilot-org/skypilot).
We're excited to announce [SkyServe](https://blog.skypilot.co/introducing-sky-serve/) - a serving library designed to combat the ongoing GPU shortage & high costs:
* Deploy your models multi-region/cloud in one c... | 2024-02-22T01:39:13 | https://www.reddit.com/r/LocalLLaMA/comments/1awtz4u/skyserve_selfhosted_ai_serving_on_any_cloud/ | skypilotucb | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awtz4u | false | null | t3_1awtz4u | /r/LocalLLaMA/comments/1awtz4u/skyserve_selfhosted_ai_serving_on_any_cloud/ | false | false | self | 12 | {'enabled': False, 'images': [{'id': 'Y_PtHHto9FjG1h3bW1Q5x66Ryn6BkyLWqXKWzwGFyI0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/RNcW1upaBqJAyxzzKjCrHgexYMtRhsM_BSL2jijnxxs.jpg?width=108&crop=smart&auto=webp&s=824c996533144d557b0943f909ce2ca88821a9e4', 'width': 108}, {'height': 108, 'url': 'h... |
ReLora and memory efficient pre-training | 11 | Looking here it looks loke HF aren't going to implement ReLora. https://github.com/huggingface/peft/issues/841
Makes you think of the best memory efficient ways that exist to add knowledge to a model. Anyone know how to do ReLora? Ideally somethig high level, otherwise it may be time to dig into the reLora github repo... | 2024-02-22T01:19:37 | https://www.reddit.com/r/LocalLLaMA/comments/1awtjoz/relora_and_memory_efficient_pretraining/ | HotRepresentative325 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awtjoz | false | null | t3_1awtjoz | /r/LocalLLaMA/comments/1awtjoz/relora_and_memory_efficient_pretraining/ | false | false | self | 11 | {'enabled': False, 'images': [{'id': 'Cy7vqj04Jpd_jDxdGYL8ZYygeC97aEsIF9JKQT5PdLM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/xV68y02aTAIQOzaMH63g2IgUB6S0_-FQrvSe94AXcA0.jpg?width=108&crop=smart&auto=webp&s=d46d9a184e628cb035b9dac15c8ee2e7a67e25da', 'width': 108}, {'height': 108, 'url': 'h... |
Trying to understand what tokens are focused in to start inference with attention weights | 2 | New to messing about LLMs and have been trying to understand how some of the models look at a prompt to start generating or sometimes get confused and mess up multiple tasks in an instruction. I wanted to know if having the attention weights from the first layer for the tokens could help see which tokens is it using to... | 2024-02-22T00:56:52 | https://www.reddit.com/r/LocalLLaMA/comments/1awt1qb/trying_to_understand_what_tokens_are_focused_in/ | Eastern_Macaroon7672 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awt1qb | false | null | t3_1awt1qb | /r/LocalLLaMA/comments/1awt1qb/trying_to_understand_what_tokens_are_focused_in/ | false | false | self | 2 | null |
I have Mixtral and Piper TTS connected to my clipboard and a hotkey on my PC | 1 | 2024-02-22T00:18:54 | https://v.redd.it/xnyt04g451kc1 | Chance_Confection_37 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1aws6qn | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/xnyt04g451kc1/DASHPlaylist.mpd?a=1711153149%2CYzg4MzQwNjBmMGVmYzkyNDFhNGFkMjI0NDZkZjJhZGE1NGU2MzllNzk4ODBjMTRlMjQyMTg3ZDcxZmIzY2E2NA%3D%3D&v=1&f=sd', 'duration': 58, 'fallback_url': 'https://v.redd.it/xnyt04g451kc1/DASH_720.mp4?source=fallback', 'ha... | t3_1aws6qn | /r/LocalLLaMA/comments/1aws6qn/i_have_mixtral_and_piper_tts_connected_to_my/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'YTQ0dDBsNmc1MWtjMYKvi2Agh5vU0X2oeevSUYneMpagi48hkjqh2jTB3p1j', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/YTQ0dDBsNmc1MWtjMYKvi2Agh5vU0X2oeevSUYneMpagi48hkjqh2jTB3p1j.png?width=108&crop=smart&format=pjpg&auto=webp&s=8d4dc7fe7cd006155559a039f6f1951f05757... | ||
Groq Inference Tokenomics: Speed, But At What Cost? | 1 | 2024-02-22T00:11:37 | https://www.semianalysis.com/p/groq-inference-tokenomics-speed-but | speakerknock | semianalysis.com | 1970-01-01T00:00:00 | 0 | {} | 1aws0hy | false | null | t3_1aws0hy | /r/LocalLLaMA/comments/1aws0hy/groq_inference_tokenomics_speed_but_at_what_cost/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'cFNjO-TC5UoQunaWieBEih46rLc3Dbe0mtTPg-Wh3_8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/l9ZQDjRrft1jyVlDtjC7gV9WVlzNaeNVuWzLZO-3Fs8.jpg?width=108&crop=smart&auto=webp&s=ecc1c9fe5ba79c2a71616871714a19fab45977a2', 'width': 108}, {'height': 108, 'url': 'h... | ||
Mixtral-instruct vs Yi-34B Chat | 15 | How is the performance of yi-34b chat (or any finetunes of yi-34b) compared to mixtral? Yi-34b seems to perform very close to mixtral ([chatbot-arena](https://huggingface.co/spaces/lmsys/chatbot-arena-leaderboard)) in many benchmarks. Is there a reason why people still use the mixtral model and not yi-34b? Would love t... | 2024-02-22T00:06:02 | https://www.reddit.com/r/LocalLLaMA/comments/1awrvio/mixtralinstruct_vs_yi34b_chat/ | BeautifulTraffic98 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awrvio | false | null | t3_1awrvio | /r/LocalLLaMA/comments/1awrvio/mixtralinstruct_vs_yi34b_chat/ | false | false | self | 15 | {'enabled': False, 'images': [{'id': 'tu38AwtsUEqyGIPo-RS3iFtvVhQ6LPaW-v5gU23jMqc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/RS7d3722KVL1OTw1ewhRT89FTFf93HJZCAdVoAQjeCw.jpg?width=108&crop=smart&auto=webp&s=724cf25bfd7e21d9fe860dd0f67a01017ab321c6', 'width': 108}, {'height': 116, 'url': 'h... |
Has anyone tested the new NH2 7B Mistral DPO from Nous? | 13 | 2024-02-21T23:11:54 | https://huggingface.co/NousResearch/Nous-Hermes-2-Mistral-7B-DPO | discr | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1awqk8w | false | null | t3_1awqk8w | /r/LocalLLaMA/comments/1awqk8w/has_anyone_tested_the_new_nh2_7b_mistral_dpo_from/ | false | false | 13 | {'enabled': False, 'images': [{'id': 'eFn5wPRDUNXZ3L4vMwVovb6GZFzbwzETa2-BKbUYKrs', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/gfEpJieUwZbq5_1BsKxRfa-Zk358KOpJCTvBlpkPcuw.jpg?width=108&crop=smart&auto=webp&s=31aca1e806019e67523867aab15c598b13ffe04d', 'width': 108}, {'height': 116, 'url': 'h... | ||
Local speech to text with diarization on one RTX 3090, using LLM on the other 3090 | 4 | Hi all
New to local LLMs but have a nice setup with dual RTX 3090s and dual boot Windows 11/ Ubuntu.
I'm handy with python and have been using Ollama with 7b models.
Is there a good real(ish) time speech to text package that could work in conjunction with on of my GPUs? Ideally open source and with speaker diarizat... | 2024-02-21T22:59:02 | https://www.reddit.com/r/LocalLLaMA/comments/1awq8iq/local_speech_to_text_with_diarization_on_one_rtx/ | ZachCope | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awq8iq | false | null | t3_1awq8iq | /r/LocalLLaMA/comments/1awq8iq/local_speech_to_text_with_diarization_on_one_rtx/ | false | false | self | 4 | null |
Run Google Gemma family of open LLMs with Ollama | 1 | 2024-02-21T22:52:11 | https://lightning.ai/lightning-ai/studios/run-google-gemma-2b-llm-on-cloud-gpus?view=public§ion=featured | aniketmaurya | lightning.ai | 1970-01-01T00:00:00 | 0 | {} | 1awq2kv | false | null | t3_1awq2kv | /r/LocalLLaMA/comments/1awq2kv/run_google_gemma_family_of_open_llms_with_ollama/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'vucxEr4wdN1J-xAHqy3T2-wUu_qBatmR_NNaBTT8_0A', 'resolutions': [{'height': 46, 'url': 'https://external-preview.redd.it/S1zkAsjgKs28uPRDANXLgXPZZIpLuzDDW6ngA_n7SgM.jpg?width=108&crop=smart&auto=webp&s=e15016f04708d3050bf067c92a09bd5b8a12c224', 'width': 108}, {'height': 93, 'url': 'ht... | ||
Just curious if anyone here is making use of local LLM for programming, systemadmin or database assistance. | 7 | I just asked CO-Pilot what happens to the user privileges on a database when I delete that mysql database. It told me it orphans all of the privileges and they need to be deleted manually and then gave me a query I can run to do so.
VERY HANDY to have that kind of Q&A power available like that. Now I want to run this... | 2024-02-21T22:46:03 | https://www.reddit.com/r/LocalLLaMA/comments/1awpwyv/just_curious_if_anyone_here_is_making_use_of/ | wh33t | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awpwyv | false | null | t3_1awpwyv | /r/LocalLLaMA/comments/1awpwyv/just_curious_if_anyone_here_is_making_use_of/ | false | false | self | 7 | null |
GitHub - google/gemma.cpp: lightweight, standalone C++ inference engine for Google's Gemma models. | 160 | 2024-02-21T22:39:36 | https://github.com/google/gemma.cpp | hdlothia21 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1awpr2n | false | null | t3_1awpr2n | /r/LocalLLaMA/comments/1awpr2n/github_googlegemmacpp_lightweight_standalone_c/ | false | false | 160 | {'enabled': False, 'images': [{'id': 'krNVzmyDmoVHTSz8bVx1_ybjRLR9TJDbnm28zJo0ZKE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/QEvgXgQZb4YWUX51SsMLzhmckcTpMbOxGuHcHGRXdy0.jpg?width=108&crop=smart&auto=webp&s=6e2a706efac8ed5e75ef45d88ff2d61c55e2de37', 'width': 108}, {'height': 108, 'url': 'h... | ||
recommend hardware for running big LLMs locally? | 3 | I'd love to run Smaug-72B but its way too big for my 16GB M1 pro macbook afaict. In fact I'm finding that most AI code that requires pytorch doesn't seem to work on Apple Silicon, (e.g. this ticket for pytorch to work with MPS has been open for nearly two years now and not making much progress: [https://github.com/pyto... | 2024-02-21T22:27:25 | https://www.reddit.com/r/LocalLLaMA/comments/1awpg1v/recommend_hardware_for_running_big_llms_locally/ | slashdottir | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awpg1v | false | null | t3_1awpg1v | /r/LocalLLaMA/comments/1awpg1v/recommend_hardware_for_running_big_llms_locally/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'NbkwzNGNQJSGRCiVLQGwsBUVppsgYzRfJ3TkFkPc6Ws', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/qHl5S-syVIjlO0jzm76m6WdZcKJDf1R1BoOP0JL1TAA.jpg?width=108&crop=smart&auto=webp&s=59cb7f40b5dd8d49c855241f6f8b168c1ef9dbfe', 'width': 108}, {'height': 108, 'url': 'h... |
What's the best LLM for NSFW roleplay on RTX 3090 ? | 1 | I have been out of the game for several months and things seem to have moved on. I have an RTX 3090 (24GB VRAM)
I am still using the Bloke's Wizard Vicuna 30B Uncensored in Text Gen Web UI with Silly Tavern as the front end.
Are there any better models for improved roleplay chats?
Am i still using the best software?... | 2024-02-21T22:23:13 | https://www.reddit.com/r/LocalLLaMA/comments/1awpc5t/whats_the_best_llm_for_nsfw_roleplay_on_rtx_3090/ | therealbabyshell | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awpc5t | false | null | t3_1awpc5t | /r/LocalLLaMA/comments/1awpc5t/whats_the_best_llm_for_nsfw_roleplay_on_rtx_3090/ | false | false | nsfw | 1 | null |
Tonne of A100 80GB PCIE | 18 | So, giving back -
svdisposition.hibid.com
Currently they have an auction running names TUSIMPLE #4. It’s the only auction currently live.
Absolute TONNE of NVidia GPUs going for ridiculously silly prices. Includes A100 80GB PCIE cards for 6k USD.
Last time I posted a link I got accused of running a scam. H... | 2024-02-21T22:17:34 | https://svdisposition.hibid.com | BreakIt-Boris | svdisposition.hibid.com | 1970-01-01T00:00:00 | 0 | {} | 1awp6sf | false | null | t3_1awp6sf | /r/LocalLLaMA/comments/1awp6sf/tonne_of_a100_80gb_pcie/ | false | false | default | 18 | null |
Anyone can share links on how context is stored and operated in Llama? Easier is better, but I would love to dig into some harder papers too. At least scientific papers from arxiv would be great to crack over time. | 1 | [removed] | 2024-02-21T21:37:30 | https://www.reddit.com/r/LocalLLaMA/comments/1awo5if/anyone_can_share_links_on_how_context_is_stored/ | WorkingSuspect3007 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awo5if | false | null | t3_1awo5if | /r/LocalLLaMA/comments/1awo5if/anyone_can_share_links_on_how_context_is_stored/ | false | false | self | 1 | null |
Gemma sucks - HuggingChat demo | 5 | 2024-02-21T21:19:26 | https://www.reddit.com/gallery/1awnp81 | Basic_Description_56 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1awnp81 | false | null | t3_1awnp81 | /r/LocalLLaMA/comments/1awnp81/gemma_sucks_huggingchat_demo/ | false | false | 5 | null | ||
This about sums it up | 14 | 2024-02-21T21:16:28 | sammcj | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1awnmn3 | false | null | t3_1awnmn3 | /r/LocalLLaMA/comments/1awnmn3/this_about_sums_it_up/ | false | false | 14 | {'enabled': True, 'images': [{'id': 'tJwA7lBGRkZ3O4UbjNs63S3pWljlvsCQV7-8ciHk8HQ', 'resolutions': [{'height': 43, 'url': 'https://preview.redd.it/ld0dkmlv80kc1.png?width=108&crop=smart&auto=webp&s=fa04018a77ac8b9dca1bf52204e213b4019fe581', 'width': 108}, {'height': 86, 'url': 'https://preview.redd.it/ld0dkmlv80kc1.png?... | |||
Large DPO dataset with >200k rows | 10 | Dataset
[Prompt-Perfect-DPO](https://huggingface.co/datasets/0-hero/prompt-perfect-dpo)
1. Score popular datasets with "Self-Alignment with Instruction Backtranslation" prompt out of 5 - [Original dataset](https://huggingface.co/datasets/0-hero/prompt-perfect)
2. Generate accepted_pairs (score 5) for rows with score... | 2024-02-21T20:48:54 | https://www.reddit.com/r/LocalLLaMA/comments/1awmxr1/large_dpo_dataset_with_200k_rows/ | ramprasad27 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awmxr1 | false | null | t3_1awmxr1 | /r/LocalLLaMA/comments/1awmxr1/large_dpo_dataset_with_200k_rows/ | false | false | self | 10 | {'enabled': False, 'images': [{'id': 'C1tVzkcYEV1SeHjW2PahH_VIAvKc5_eTUodjF6vvm4g', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/2oqnq0e_Oj29MnboA9HMadE0J5ilQ3SYtZGszNdNX5A.jpg?width=108&crop=smart&auto=webp&s=596b2c86d8ea032fbc55669d32529030271d09a8', 'width': 108}, {'height': 116, 'url': 'h... |
Gemma vs Mistral-7B-v0.1 evaluation: Gemma really Struggles to Reach Mistral's Accuracy | 219 | The new Model Gemma from Google DeepMind does not demonstrate strong performance on medical/healthcare domain benchmarks. A side-by-side comparison of Gemma by Gemma vs Mistral by Mistral AI without fine-tuning.
Mistral clearly wins :
https://preview.redd.it/njfbr0iv10kc1.png?width=721&format=png&auto=webp&s=24... | 2024-02-21T20:37:30 | https://www.reddit.com/r/LocalLLaMA/comments/1awmnh6/gemma_vs_mistral7bv01_evaluation_gemma_really/ | aadityaura | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awmnh6 | false | null | t3_1awmnh6 | /r/LocalLLaMA/comments/1awmnh6/gemma_vs_mistral7bv01_evaluation_gemma_really/ | false | false | 219 | {'enabled': False, 'images': [{'id': 'YD7-QlF2e7kdXlcVfKkN9fQHdKnYrEZltgKe9WEXbVg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/Qu9AnPO5E1M-8RU7yUaSBO80ljw7To3Fwmxy2aSAMJM.jpg?width=108&crop=smart&auto=webp&s=0327bccce339123db121d1b4633a589b0b72e1b4', 'width': 108}], 'source': {'height': 20... | |
Gemma vs. Mistral (Hugging Face Space) | 1 | 2024-02-21T19:54:27 | https://huggingface.co/spaces/lastmileai/gemma-playground | InevitableSky2801 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1awlkqz | false | null | t3_1awlkqz | /r/LocalLLaMA/comments/1awlkqz/gemma_vs_mistral_hugging_face_space/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'gusNB4zFwgXzd0aYG-Us0J4iIANKvvoatiGmO4bL_W4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/oAW_jLE8cTNrIwwNNclSACsB4cmFveoway8fsdeVkOE.jpg?width=108&crop=smart&auto=webp&s=fbedcf3493d610d2a05b0ba8b7309a3d0dce1892', 'width': 108}, {'height': 116, 'url': 'h... | ||
Looking for a sub to ask about External GPU for LLM | 1 | [removed] | 2024-02-21T19:51:34 | https://www.reddit.com/r/LocalLLaMA/comments/1awli68/looking_for_a_sub_to_ask_about_external_gpu_for/ | bdcp | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awli68 | false | null | t3_1awli68 | /r/LocalLLaMA/comments/1awli68/looking_for_a_sub_to_ask_about_external_gpu_for/ | false | false | self | 1 | null |
Looking for a sub to as about External GPU for LLM | 1 | [removed] | 2024-02-21T19:50:38 | https://www.reddit.com/r/LocalLLaMA/comments/1awlhb5/looking_for_a_sub_to_as_about_external_gpu_for_llm/ | bdcp | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awlhb5 | false | null | t3_1awlhb5 | /r/LocalLLaMA/comments/1awlhb5/looking_for_a_sub_to_as_about_external_gpu_for_llm/ | false | false | self | 1 | null |
LoRA+: Efficient Low Rank Adaptation of Large Models | 10 | 2024-02-21T19:34:30 | https://arxiv.org/abs/2402.12354 | oof-baroomf | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1awl2ko | false | null | t3_1awl2ko | /r/LocalLLaMA/comments/1awl2ko/lora_efficient_low_rank_adaptation_of_large_models/ | false | false | default | 10 | null | |
Gemma is so honest | 1 | 2024-02-21T19:23:29 | nato_nob | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1awksaq | false | null | t3_1awksaq | /r/LocalLLaMA/comments/1awksaq/gemma_is_so_honest/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'VjPqoo7UD4fWnQNKSEtSqgc0Zaz-UFVerjlQOplPuwM', 'resolutions': [{'height': 53, 'url': 'https://preview.redd.it/wngoja27ozjc1.png?width=108&crop=smart&auto=webp&s=66b0323612ed6a5263f62f8d888b0d319b6923a5', 'width': 108}, {'height': 107, 'url': 'https://preview.redd.it/wngoja27ozjc1.png... | |||
CodeLlama vs Llama vs others | 3 | This is a two-part question
​
1. Is Codellama better at coding but worse at everything else? I haven't seen much difference in general reasoning and etc, so am thinking maybe I should just use Codellama for everything.
2. It seems like everyone's long since moved on to Alpaca, then Vicuna, and now Mistral, per... | 2024-02-21T19:18:41 | https://www.reddit.com/r/LocalLLaMA/comments/1awknrx/codellama_vs_llama_vs_others/ | RiemannZetaFunction | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awknrx | false | null | t3_1awknrx | /r/LocalLLaMA/comments/1awknrx/codellama_vs_llama_vs_others/ | false | false | self | 3 | null |
What hardware is better for embedding | 2 | Hi all, struggling to find a good answer online: for running local embedding algorithms, what hardware makes the difference? As they’re often transformer based do you want a graphics card with lots of RAM? Or is it cpu bound? Couldn’t see anything in MLX suggesting apple specific speed ups might be possible?
Just keen... | 2024-02-21T19:03:13 | https://www.reddit.com/r/LocalLLaMA/comments/1awk9mt/what_hardware_is_better_for_embedding/ | pangolinportent | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awk9mt | false | null | t3_1awk9mt | /r/LocalLLaMA/comments/1awk9mt/what_hardware_is_better_for_embedding/ | false | false | self | 2 | null |
What are actually "chat" and "completion"? | 10 | In my understanding, "chat" is still a form of "completion." When you ask, "what is an apple," it is being completed as:
<|im\_start|>user
what is an apple
<|im\_end|>
Is this correct?
If so, why I find that a non instruct-tuning model can still answer in chat mode? My case is mistral v0.1 with ChatML .... | 2024-02-21T18:46:07 | https://www.reddit.com/r/LocalLLaMA/comments/1awju86/what_are_actually_chat_and_completion/ | Kindly_Yesterday_552 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awju86 | false | null | t3_1awju86 | /r/LocalLLaMA/comments/1awju86/what_are_actually_chat_and_completion/ | false | false | 10 | null | |
Gemma is a sanctimonious, stubborn bag of $hit. | 1 | Most of you are familiar with Bing’s famous adversarial approach with users. It didn’t admit to mistakes to the point of treating you like an imbecile.
It was due to extremely progressive per-prompting.
Gemma is exactly like that, but worse because it’s way stupider than GPT4.
It feels like talking to president C... | 2024-02-21T18:29:39 | https://www.reddit.com/r/LocalLLaMA/comments/1awjevt/gemma_is_a_sanctimonious_stubborn_bag_of_hit/ | Valuable-Run2129 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awjevt | false | null | t3_1awjevt | /r/LocalLLaMA/comments/1awjevt/gemma_is_a_sanctimonious_stubborn_bag_of_hit/ | false | false | self | 1 | null |
Gemma - Reasoning and function calling tasks | 1 | [removed] | 2024-02-21T18:29:19 | https://www.reddit.com/r/LocalLLaMA/comments/1awjejg/gemma_reasoning_and_function_calling_tasks/ | AI_ML_preneur | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awjejg | false | null | t3_1awjejg | /r/LocalLLaMA/comments/1awjejg/gemma_reasoning_and_function_calling_tasks/ | false | false | self | 1 | null |
Why Llama.cpp takes 40 minutes to complete a single simple execution (1101 toks) in M2 Mac? | 2 | Today I tried Llama.cpp in my M2 Mac. Currently, I am using Olama which is good
My system is M2 Macbook air and I used the model airoboros-m-7b-3.1.2.Q5\_K\_M.gguf
I installed ARM64 miniforge, inst and python platform function also outputs macOS-14.3-arm64-arm-64bit
Now the problem is, it is very very slow
http... | 2024-02-21T18:08:42 | https://www.reddit.com/r/LocalLLaMA/comments/1awivmh/why_llamacpp_takes_40_minutes_to_complete_a/ | RageshAntony | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awivmh | false | null | t3_1awivmh | /r/LocalLLaMA/comments/1awivmh/why_llamacpp_takes_40_minutes_to_complete_a/ | false | false | 2 | {'enabled': False, 'images': [{'id': 'OAXSl8SY6T3JK9MGQyKxkoYbqZ71HQRYXLeB8CV0NXg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/DaucjXMGsNHM-CtmdilC9-Be6MC8V2z4ykjVCgOkTFc.jpg?width=108&crop=smart&auto=webp&s=9bcab7b79864ff27bf48116cb335a6f825bfb124', 'width': 108}, {'height': 108, 'url': 'h... | |
Gemma - 4bit Bitsandbytes Quantized 5.6GB vs 17.1GB | 162 | Was just gonna go to sleep, but I uploaded 4bit quantized and 16bit unquantized versions on [https://huggingface.co/unsloth](https://huggingface.co/unsloth) for Gemma.
https://preview.redd.it/kw6gqkwt9zjc1.png?width=910&format=png&auto=webp&s=8f2f22fa05a5375e7fadcb33a0dcd6b374266a15
You'll have to agree to Gemma's li... | 2024-02-21T18:01:06 | https://www.reddit.com/r/LocalLLaMA/comments/1awionh/gemma_4bit_bitsandbytes_quantized_56gb_vs_171gb/ | danielhanchen | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awionh | false | null | t3_1awionh | /r/LocalLLaMA/comments/1awionh/gemma_4bit_bitsandbytes_quantized_56gb_vs_171gb/ | false | false | 162 | {'enabled': False, 'images': [{'id': '3hV8q2vzPtnvrRRPfOdlSRfire53uPl9Rk4S7AqWqmM', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/0wEHhvPujGjLupiQrX6JCBusmHVRLfsRuKINSxqpaFk.jpg?width=108&crop=smart&auto=webp&s=61e72a4e68f971ba72d349b192c19c01102661d7', 'width': 108}, {'height': 116, 'url': 'h... | |
Explore 400 million tweets with LLM-powered conversational analytics | 1 | 2024-02-21T17:23:40 | https://demo-heavyiq.heavy.ai/us_tweets/sql-notebook | tmostak | demo-heavyiq.heavy.ai | 1970-01-01T00:00:00 | 0 | {} | 1awhq42 | false | null | t3_1awhq42 | /r/LocalLLaMA/comments/1awhq42/explore_400_million_tweets_with_llmpowered/ | false | false | default | 1 | null | |
Hugging face Adds Gemma to its free Chat Models | 1 | [https://huggingface.co/chat/](https://huggingface.co/chat/) | 2024-02-21T17:19:31 | https://www.reddit.com/r/LocalLLaMA/comments/1awhm7k/hugging_face_adds_gemma_to_its_free_chat_models/ | Deep_Understanding50 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awhm7k | false | null | t3_1awhm7k | /r/LocalLLaMA/comments/1awhm7k/hugging_face_adds_gemma_to_its_free_chat_models/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'ffNXCUPQerMMTV5UAIgJRS5QMtKWEhNQFfpmL7I4Bcc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/eDiSPmdlHOa8tkU4DQeSMZZjJ6NEL90ZDgcnJnxcnpI.jpg?width=108&crop=smart&auto=webp&s=fa74f814d5c43d0d9d47c3591a9d667818ebe0c4', 'width': 108}, {'height': 116, 'url': 'h... |
togetherai shows how to compress your fine-tuning deltas into merely 1 bit. | 27 | 2024-02-21T17:16:45 | https://www.together.ai/blog/bitdelta | ninjasaid13 | together.ai | 1970-01-01T00:00:00 | 0 | {} | 1awhjpy | false | null | t3_1awhjpy | /r/LocalLLaMA/comments/1awhjpy/togetherai_shows_how_to_compress_your_finetuning/ | false | false | default | 27 | null | |
Thinking about a comprehensive RAG | 12 |
Hi all,
I've greatly appreciated this subreddit for its insights on leveraging LLMs for various tasks. I'm currently in a two-year dive into learning Python by doing, to create solutions tailored to my needs, focusing on building a Retrieval-Augmented Generation (RAG) system for a comprehensive database of document... | 2024-02-21T17:11:25 | https://www.reddit.com/r/LocalLLaMA/comments/1awhesp/thinking_about_a_comprehensive_rag/ | onlyalad | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awhesp | false | null | t3_1awhesp | /r/LocalLLaMA/comments/1awhesp/thinking_about_a_comprehensive_rag/ | false | false | self | 12 | null |
Advice for Experimenting with LLMs on 8 GPU L40S for a Week? | 1 | Hello!
I'm diving into the world of open source LLMs and have a unique opportunity to access a lab equipped with 8 GPU L40S for a week. I'm looking for advice to make the most out of this experience. My questions are:
1. **Software and Tools**: Which tools do you recommend for effectively utilizing LLMs with this GPU... | 2024-02-21T16:56:46 | https://www.reddit.com/r/LocalLLaMA/comments/1awh1b5/advice_for_experimenting_with_llms_on_8_gpu_l40s/ | Sartilas | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awh1b5 | false | null | t3_1awh1b5 | /r/LocalLLaMA/comments/1awh1b5/advice_for_experimenting_with_llms_on_8_gpu_l40s/ | false | false | self | 1 | null |
AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling | 19 | 2024-02-21T16:36:24 | https://junzhan2000.github.io/AnyGPT.github.io/ | Plastic-Chef-8769 | junzhan2000.github.io | 1970-01-01T00:00:00 | 0 | {} | 1awgiq7 | false | null | t3_1awgiq7 | /r/LocalLLaMA/comments/1awgiq7/anygpt_unified_multimodal_llm_with_discrete/ | false | false | default | 19 | null | |
Train Gemma with Axolotl in a few steps | 1 | [removed] | 2024-02-21T16:25:29 | https://www.reddit.com/r/LocalLLaMA/comments/1awg8vh/train_gemma_with_axolotl_in_a_few_steps/ | iamMess | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awg8vh | false | null | t3_1awg8vh | /r/LocalLLaMA/comments/1awg8vh/train_gemma_with_axolotl_in_a_few_steps/ | false | false | self | 1 | null |
First Time with Local LLMs, Looking for a Coding Assistant | 1 | Hi! Im just starting to explore the world of local LLMs. My goal is to use a model that performs well to assist with coding for my developments in Java Spring Boot and Python. My main interest is for the model to have as its context, or knowledge base, all my repositories. This is to avoid having to constantly supply v... | 2024-02-21T16:14:29 | https://www.reddit.com/r/LocalLLaMA/comments/1awfyto/first_time_with_local_llms_looking_for_a_coding/ | capitanazop | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awfyto | false | null | t3_1awfyto | /r/LocalLLaMA/comments/1awfyto/first_time_with_local_llms_looking_for_a_coding/ | false | false | self | 1 | null |
Is there a Mixtral finetune with YARN for 128k context? | 16 | looking into analyzing code with RAG and I think Mixtral would be an improvement over mistral. I need context to examine large sections of code at once | 2024-02-21T15:56:34 | https://www.reddit.com/r/LocalLLaMA/comments/1awfiby/is_there_a_mixtral_finetune_with_yarn_for_128k/ | FaustBargain | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awfiby | false | null | t3_1awfiby | /r/LocalLLaMA/comments/1awfiby/is_there_a_mixtral_finetune_with_yarn_for_128k/ | false | false | self | 16 | null |
Best Model for PyTorch code generation and ML Research assistant? | 1 | I've been using a lot of models, and for most of my purposes, GPT-4 or mistral or mixtral work quite well. Though locally, since I have 16GB RAM + 6GB VRAM only, I've only been able to test 7b - 20b at most at okay-ish speeds with GGUF (should I try exl2?). Well my workflow involves using LM Studio currently, not sure ... | 2024-02-21T15:53:41 | https://www.reddit.com/r/LocalLLaMA/comments/1awfftz/best_model_for_pytorch_code_generation_and_ml/ | DarthLoki79 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awfftz | false | null | t3_1awfftz | /r/LocalLLaMA/comments/1awfftz/best_model_for_pytorch_code_generation_and_ml/ | false | false | self | 1 | null |
Transformer Lab - Download, interact, and train models locally | 53 | I'm excited to show off this project we've been working on over the past months.
We built Transformer Lab to be an open source tool that lets you interact, train, and evaluate LLMs on your own machine or in the cloud (currently Mac or Linux, Windows soon) through a simple GUI.
Try it out here:
[https://github.com/tr... | 2024-02-21T15:26:34 | https://www.reddit.com/r/LocalLLaMA/comments/1awer80/transformer_lab_download_interact_and_train/ | aliasaria | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awer80 | false | null | t3_1awer80 | /r/LocalLLaMA/comments/1awer80/transformer_lab_download_interact_and_train/ | false | false | self | 53 | {'enabled': False, 'images': [{'id': '67QgLU37K1HAycxtjrVehySqZFp6QD9YTQNsXE6fxSw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/QCqHFhFwjat8vK4EksqysoMAeINZwJeYnpmZIosJfco.jpg?width=108&crop=smart&auto=webp&s=f6be077d18e45427b09493f518299dff105833f2', 'width': 108}, {'height': 108, 'url': 'h... |
Help with inferencing on a Lora | 2 | Online, there are numerous tutorials on training a Lora, which were very helpful for training one myself. However, I can't figure out how to use Mistral Incombination with a Lora that I have hosted on Hugging Face. Can someone tell me how to do this or where to look? | 2024-02-21T15:25:34 | https://www.reddit.com/r/LocalLLaMA/comments/1aweqbo/help_with_inferencing_on_a_lora/ | Environmental_Age950 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aweqbo | false | null | t3_1aweqbo | /r/LocalLLaMA/comments/1aweqbo/help_with_inferencing_on_a_lora/ | false | false | self | 2 | null |
Gemma GGUF quants | 8 | [https://huggingface.co/LoneStriker/gemma-7b-it-GGUF/tree/main](https://huggingface.co/LoneStriker/gemma-7b-it-GGUF/tree/main) | 2024-02-21T15:16:52 | https://www.reddit.com/r/LocalLLaMA/comments/1aweij4/gemma_gguf_quants/ | nanowell | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aweij4 | false | null | t3_1aweij4 | /r/LocalLLaMA/comments/1aweij4/gemma_gguf_quants/ | false | false | self | 8 | {'enabled': False, 'images': [{'id': 'F1PHFtR1IMl6QdEAraHvrcvAMbJDKKpZDJXK8I8hYpU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/EgwHuHvDd556HOn77rT5TFyIa5Pp2AH-Bg-u8Nnk3xU.jpg?width=108&crop=smart&auto=webp&s=d73744e462741149497541e826506718c55d56a7', 'width': 108}, {'height': 116, 'url': 'h... |
What options/clouds you using if you don't have local GPU | 3 | Have old MacBook with onboard graphics only, Google collab that is? | 2024-02-21T14:35:58 | https://www.reddit.com/r/LocalLLaMA/comments/1awdiyz/what_optionsclouds_you_using_if_you_dont_have/ | noaibot | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awdiyz | false | null | t3_1awdiyz | /r/LocalLLaMA/comments/1awdiyz/what_optionsclouds_you_using_if_you_dont_have/ | false | false | self | 3 | null |
Newbie question - critique my steps to a q&a | 1 | Hello,
I am so new to this that I hope I am not all sorts of wrong. I want to build a simple q&a chatbot, based on proprietary data and so the chat should simply answer based on the data I've provided it so far, these are the steps I've so far jotted down -
Based on the option to code a vector database instead of us... | 2024-02-21T14:26:05 | https://www.reddit.com/r/LocalLLaMA/comments/1awdaqq/newbie_question_critique_my_steps_to_a_qa/ | PCNKL | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awdaqq | false | null | t3_1awdaqq | /r/LocalLLaMA/comments/1awdaqq/newbie_question_critique_my_steps_to_a_qa/ | false | false | self | 1 | null |
Gemma: Introducing new state-of-the-art open models | 1 | 2024-02-21T14:14:50 | https://blog.google/technology/developers/gemma-open-models/ | ninjasaid13 | blog.google | 1970-01-01T00:00:00 | 0 | {} | 1awd1ns | false | null | t3_1awd1ns | /r/LocalLLaMA/comments/1awd1ns/gemma_introducing_new_stateoftheart_open_models/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'ZlF0Rfw7Ex8GGCtHnGcX6SXajPV43LrtnC8jEPx3eMA', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/mZ1_-uo20C6BuNlTSvarTC_0eX7LP0OB-2OZP1P8K5Q.jpg?width=108&crop=smart&auto=webp&s=68f77128aacfd5efa65181d8b552b075dc49cdb9', 'width': 108}, {'height': 121, 'url': 'h... | ||
LoRA Land: Fine-Tuned Open-Source LLMs that Outperform GPT-4 | 39 | 2024-02-21T14:10:36 | https://predibase.com/blog/lora-land-fine-tuned-open-source-llms-that-outperform-gpt-4 | ninjasaid13 | predibase.com | 1970-01-01T00:00:00 | 0 | {} | 1awcy7x | false | null | t3_1awcy7x | /r/LocalLLaMA/comments/1awcy7x/lora_land_finetuned_opensource_llms_that/ | false | false | 39 | {'enabled': False, 'images': [{'id': 'UmHvaExXfIkGnlrxsuteWyLEvttVXF3-4HhbrBLKP6c', 'resolutions': [{'height': 64, 'url': 'https://external-preview.redd.it/bcpjRK-81NGwFbxGZrj9_aYA9tElLrXsfRrzL2oQi44.jpg?width=108&crop=smart&auto=webp&s=c000f7e17512ad52d505e5a0e8fbfb2455fac1b0', 'width': 108}, {'height': 129, 'url': 'h... | ||
Is there a program like chat with rtx or private gpt that is multimodal that I can talk to my documents with? | 1 | ? | 2024-02-21T14:08:04 | https://www.reddit.com/r/LocalLLaMA/comments/1awcw8w/is_there_a_program_like_chat_with_rtx_or_private/ | levoniust | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awcw8w | false | null | t3_1awcw8w | /r/LocalLLaMA/comments/1awcw8w/is_there_a_program_like_chat_with_rtx_or_private/ | false | false | self | 1 | null |
Pre training using textbooks | 3 | I want to train a small LLM using curriculum textbooks ( finance). The books are in pdf and have loads of charts, tables, figures etc all of which need to be understood in the context of the topic / paragraph. I want to extract *all* information ( not just text) from the textbook in structured json format. I am surpris... | 2024-02-21T14:05:44 | https://www.reddit.com/r/LocalLLaMA/comments/1awcud0/pre_training_using_textbooks/ | keeplearning24 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awcud0 | false | null | t3_1awcud0 | /r/LocalLLaMA/comments/1awcud0/pre_training_using_textbooks/ | false | false | self | 3 | null |
Deepmind: Introducing Gemma: a family of lightweight, state-of-the-art open models for developers and researchers to build with AI. | 11 | 2024-02-21T13:39:32 | https://x.com/GoogleDeepMind/status/1760289317279129649?t=SikkmZEp8J7qCBrmyR83MQ&s=34 | nanowell | x.com | 1970-01-01T00:00:00 | 0 | {} | 1awc9ap | false | null | t3_1awc9ap | /r/LocalLLaMA/comments/1awc9ap/deepmind_introducing_gemma_a_family_of/ | false | false | 11 | {'enabled': False, 'images': [{'id': 'hxUOqq8AFvl4f3QAFdf8zRS3NwcU6-ug8QR_ZAS9tqY', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/_du_wrr-26NVKqvwlxZrUB7DQcuyorbPW6NS5M-0guA.jpg?width=108&crop=smart&auto=webp&s=48a9730d3a69c6afd3c31ec1d086ce2fb31196eb', 'width': 108}, {'height': 216, 'url': '... | ||
Gemma 7B, the latest open-source model from Google, is available on HuggingChat | 272 | 2024-02-21T13:14:16 | https://huggingface.co/chat?model=google/gemma-7b-it | SensitiveCranberry | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1awbqwd | false | null | t3_1awbqwd | /r/LocalLLaMA/comments/1awbqwd/gemma_7b_the_latest_opensource_model_from_google/ | false | false | 272 | {'enabled': False, 'images': [{'id': 'ffNXCUPQerMMTV5UAIgJRS5QMtKWEhNQFfpmL7I4Bcc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/eDiSPmdlHOa8tkU4DQeSMZZjJ6NEL90ZDgcnJnxcnpI.jpg?width=108&crop=smart&auto=webp&s=fa74f814d5c43d0d9d47c3591a9d667818ebe0c4', 'width': 108}, {'height': 116, 'url': 'h... | ||
Google publishes open source 2B and 7B model | 1,074 | According to self reported benchmarks, quite a lot better then llama 2 7b | 2024-02-21T13:10:26 | https://blog.google/technology/developers/gemma-open-models/ | Tobiaseins | blog.google | 1970-01-01T00:00:00 | 0 | {} | 1awbo84 | false | null | t3_1awbo84 | /r/LocalLLaMA/comments/1awbo84/google_publishes_open_source_2b_and_7b_model/ | false | false | 1,074 | {'enabled': False, 'images': [{'id': 'ZlF0Rfw7Ex8GGCtHnGcX6SXajPV43LrtnC8jEPx3eMA', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/mZ1_-uo20C6BuNlTSvarTC_0eX7LP0OB-2OZP1P8K5Q.jpg?width=108&crop=smart&auto=webp&s=68f77128aacfd5efa65181d8b552b075dc49cdb9', 'width': 108}, {'height': 121, 'url': 'h... | |
Laptop configuration to test inference and Retrieval Augmented Generation | 1 | I am a data Engineer who is planning to dip his hand in LLM and Deep learning. I want to understand if given configuration ( for my main work laptop ) will be enough to just run inference and RAG for a smaller modes just in learning phase.
I will be using these just for starter and use Cloud for any training if re... | 2024-02-21T12:52:20 | https://www.reddit.com/r/LocalLLaMA/comments/1awbbgk/laptop_configuration_to_test_inference_and/ | sleepythread | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awbbgk | false | null | t3_1awbbgk | /r/LocalLLaMA/comments/1awbbgk/laptop_configuration_to_test_inference_and/ | false | false | self | 1 | null |
Data Engineering for Scaling Language Models to 128K Context - MIT 2024 - New open LLaMA-2 7B and 13B with 128k context! | 95 | Paper: [https://arxiv.org/abs/2402.10171](https://arxiv.org/abs/2402.10171)
**Github:** [**https://github.com/FranxYao/Long-Context-Data-Engineering**](https://github.com/FranxYao/Long-Context-Data-Engineering) **New models with 128k context inside!**
Abstract:
>We study the continual pretraining recipe for scaling ... | 2024-02-21T12:05:43 | https://www.reddit.com/r/LocalLLaMA/comments/1awaght/data_engineering_for_scaling_language_models_to/ | Singularian2501 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1awaght | false | null | t3_1awaght | /r/LocalLLaMA/comments/1awaght/data_engineering_for_scaling_language_models_to/ | false | false | 95 | null | |
A JAX Based Library for training, Fine-tuning, and inference of LLMs and Multi-modals on GPU, TPU | 16 | hi guys I have been working on a project named EasyDeL, an open-source library, that is specifically designed to enhance and streamline the training process of machine learning models. It focuses primarily on Jax/Flax and aims to provide convenient and effective solutions for training Flax/Jax Models on TPU/GPU for bot... | 2024-02-21T11:29:22 | https://www.reddit.com/r/LocalLLaMA/comments/1aw9ukl/a_jax_based_library_for_training_finetuning_and/ | Erfanzar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aw9ukl | false | null | t3_1aw9ukl | /r/LocalLLaMA/comments/1aw9ukl/a_jax_based_library_for_training_finetuning_and/ | false | false | self | 16 | {'enabled': False, 'images': [{'id': '0TWPnbsRENduZCRWACtRSZqSPYdYfeg1ilUr7DzRrrQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/-6wSfv8PMipdS4FA-rUsU-O-VezfQ6_KTX_vKY9jphM.jpg?width=108&crop=smart&auto=webp&s=d890431173c03906e656ddd9c26a88f84842042e', 'width': 108}, {'height': 108, 'url': 'h... |
What benchmarks are there for the quality of context window? | 9 | On one hand we have needle in a haystack tests.
My question is if two LLMs have the same window size, the same needle-in-a-haystack does that mean they have identical utilization of their context windows?
Are there any other tests that should be performed? For instance long-range dependency?
| 2024-02-21T10:45:08 | https://www.reddit.com/r/LocalLLaMA/comments/1aw952l/what_benchmarks_are_there_for_the_quality_of/ | Revolutionary_Ad6574 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aw952l | false | null | t3_1aw952l | /r/LocalLLaMA/comments/1aw952l/what_benchmarks_are_there_for_the_quality_of/ | false | false | self | 9 | null |
What happened to TheBloke | 1 | [removed] | 2024-02-21T10:05:27 | https://www.reddit.com/r/LocalLLaMA/comments/1aw8jrj/what_happened_to_thebloke/ | Alarming-Turn2936 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aw8jrj | false | null | t3_1aw8jrj | /r/LocalLLaMA/comments/1aw8jrj/what_happened_to_thebloke/ | false | false | self | 1 | null |
AI PC build | 1 | [removed] | 2024-02-21T10:02:44 | https://www.reddit.com/r/LocalLLaMA/comments/1aw8i9k/ai_pc_build/ | Wonderful-Eye-71 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aw8i9k | false | null | t3_1aw8i9k | /r/LocalLLaMA/comments/1aw8i9k/ai_pc_build/ | false | false | self | 1 | null |
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