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Merging models to get a better LLM - Step by step guide | 1 | [removed] | 2024-02-16T16:18:03 | https://www.reddit.com/r/LocalLLaMA/comments/1asciqz/merging_models_to_get_a_better_llm_step_by_step/ | bhavya6187 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1asciqz | false | null | t3_1asciqz | /r/LocalLLaMA/comments/1asciqz/merging_models_to_get_a_better_llm_step_by_step/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'PiWQCrEjmfj6E2vepBsTbFHNDM8K7iLYiyxABI5itaE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/pogPdJN3Olw5ydKgwlnEcVn_UPr2EGInI2fQiUv4abU.jpg?width=108&crop=smart&auto=webp&s=093aa17ce97d8766424a23cdf68913b47b104e01', 'width': 108}, {'height': 108, 'url': 'h... |
Mamba model walkthrough | 1 | [removed] | 2024-02-16T16:16:18 | https://www.reddit.com/r/LocalLLaMA/comments/1asch78/mamba_model_walkthrough/ | _james_chen | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1asch78 | false | null | t3_1asch78 | /r/LocalLLaMA/comments/1asch78/mamba_model_walkthrough/ | false | false | self | 1 | null |
Merging models to get a better LLM - Step by step guide | 1 | [removed] | 2024-02-16T16:15:26 | https://www.reddit.com/r/LocalLLaMA/comments/1ascgfv/merging_models_to_get_a_better_llm_step_by_step/ | bhavya6187 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ascgfv | false | null | t3_1ascgfv | /r/LocalLLaMA/comments/1ascgfv/merging_models_to_get_a_better_llm_step_by_step/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'RxGjXkJK3hUqTNnPX1-Un-a7hOH1MMEMZBWCUxh71e4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/ZcDD9VqTUVfeJi608nhK9CvOobIwz0logK4rYmR5xfg.jpg?width=108&crop=smart&auto=webp&s=2ace2f575a1f17cf321384673bdb9527252c18dd', 'width': 108}, {'height': 116, 'url': 'h... |
models for decent lyrics generation? | 3 | Me and a buddy are planning on making an applet that can generate lyrics based on Juice WRLD. Upon our testings of models, we've found OpenAI's ones to perform the best however we kinda lack the funds needed for the API. We've tested out the Mixtral 8x7 and found it to be great at lyrical representation but not quite t... | 2024-02-16T16:14:05 | https://www.reddit.com/r/LocalLLaMA/comments/1ascf7y/models_for_decent_lyrics_generation/ | subhayan2006 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ascf7y | false | null | t3_1ascf7y | /r/LocalLLaMA/comments/1ascf7y/models_for_decent_lyrics_generation/ | false | false | self | 3 | null |
How to model merge and get a better LLM | 1 | [removed] | 2024-02-16T16:10:43 | https://www.reddit.com/r/LocalLLaMA/comments/1ascc8d/how_to_model_merge_and_get_a_better_llm/ | bhavya6187 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ascc8d | false | null | t3_1ascc8d | /r/LocalLLaMA/comments/1ascc8d/how_to_model_merge_and_get_a_better_llm/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'RxGjXkJK3hUqTNnPX1-Un-a7hOH1MMEMZBWCUxh71e4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/ZcDD9VqTUVfeJi608nhK9CvOobIwz0logK4rYmR5xfg.jpg?width=108&crop=smart&auto=webp&s=2ace2f575a1f17cf321384673bdb9527252c18dd', 'width': 108}, {'height': 116, 'url': 'h... |
Why are mistral models so much better than other models with the same number of parameters? | 126 | I have already tested multiple Mistral models and comparing them with other 7b models such as Pygmalion and Llama 2 I noticed that there is a great superiority in terms of writing quality. Why exactly does this happen? and how could larger models take advantage of this? | 2024-02-16T16:10:26 | https://www.reddit.com/r/LocalLLaMA/comments/1ascbzc/why_are_mistral_models_so_much_better_than_other/ | FunBluebird8 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ascbzc | false | null | t3_1ascbzc | /r/LocalLLaMA/comments/1ascbzc/why_are_mistral_models_so_much_better_than_other/ | false | false | self | 126 | null |
Is it possible for a LocalLLaMa / GPT4All / Nomic, etc to read and rewrite Excel / CSV cells? | 2 | Hi all,
Can anyone potentially help me solve a problem.
I have a product set export of many, many product sheets- one of them is over 30k rows.
There is a column that contains the product description, including sizing, dimensions, material, colour, etc.
Can I extract this data and then sort it with Excel afte... | 2024-02-16T15:46:54 | https://www.reddit.com/r/LocalLLaMA/comments/1asbraz/is_it_possible_for_a_localllama_gpt4all_nomic_etc/ | primesurvivor | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1asbraz | false | null | t3_1asbraz | /r/LocalLLaMA/comments/1asbraz/is_it_possible_for_a_localllama_gpt4all_nomic_etc/ | false | false | self | 2 | null |
Best LLM for Spanish | 16 | I did a quick search on huggingface and don't see any obvious options for Spanish.
What LLM is best in the 6B and the 34B range?
Are there any fine-tunes of models like Mistral or Yi?
Are there any good Spanish datasets? | 2024-02-16T15:35:55 | https://www.reddit.com/r/LocalLLaMA/comments/1asbhtm/best_llm_for_spanish/ | TrelisResearch | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1asbhtm | false | null | t3_1asbhtm | /r/LocalLLaMA/comments/1asbhtm/best_llm_for_spanish/ | false | false | self | 16 | null |
What next challenge should i take | 1 | Hello and how are you everyone, i hope you all enjoy your day.
After 6 month or 1 year i think since i show interest and learning on running local llma i finaly acomplish and learn several thing.
Thing i acomplish
1. Run several small model, 3b model and 7b model
2. have textgen webui instaled
3. Use collab to run... | 2024-02-16T15:07:48 | https://www.reddit.com/r/LocalLLaMA/comments/1asatyl/what_next_challenge_should_i_take/ | Merchant_Lawrence | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1asatyl | false | null | t3_1asatyl | /r/LocalLLaMA/comments/1asatyl/what_next_challenge_should_i_take/ | false | false | self | 1 | null |
Best roleplay and chat LLM (7-13b)? | 9 | Right now my main LLM for this purpose is tiefighter, I am browsing the sub and discords for potential new models, wanted to ask you all what y'all are using....ideally in the 7-13b range :) | 2024-02-16T15:04:58 | https://www.reddit.com/r/LocalLLaMA/comments/1asard0/best_roleplay_and_chat_llm_713b/ | Separate-View-8738 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1asard0 | false | null | t3_1asard0 | /r/LocalLLaMA/comments/1asard0/best_roleplay_and_chat_llm_713b/ | false | false | self | 9 | null |
Quick hardware comparison Ryzen 5700X, RTX 3090, Mac Studio M1 | 8 | This is not a particularly in depth comparison but it would have helped me when I was trying to figure out what hardware to buy, I bought a used gaming PC and upgraded the ram, swapped the gpu for a cheap used RTX 3090. I also bought a Mac Studio M1 Ultra 128Gb as my goal is to work with the larger models.
I'm running... | 2024-02-16T14:43:43 | https://www.reddit.com/r/LocalLLaMA/comments/1asa8yl/quick_hardware_comparison_ryzen_5700x_rtx_3090/ | Late_as_ever | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1asa8yl | false | null | t3_1asa8yl | /r/LocalLLaMA/comments/1asa8yl/quick_hardware_comparison_ryzen_5700x_rtx_3090/ | false | false | self | 8 | null |
Working with models (dedicated vs shared GPU memory) | 1 | I have 10 dedicated and 16 shared GPU memory (according to the task manager). If I want to run a model, do I consider both of the memories combined (10+16) or any of the other two separately? I wonder if running some quantized small to medium-sized models is worth trying. | 2024-02-16T14:35:34 | https://www.reddit.com/r/LocalLLaMA/comments/1asa1ze/working_with_models_dedicated_vs_shared_gpu_memory/ | No_Organization_2634 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1asa1ze | false | null | t3_1asa1ze | /r/LocalLLaMA/comments/1asa1ze/working_with_models_dedicated_vs_shared_gpu_memory/ | false | false | self | 1 | null |
Whats the best way to isolate an Llm? | 8 | I want to dive deeper into developing with llms and stuff but what i recognise right now is that most models available on hf want you to load the model trough transformers with the trust_remote_code flag set to True. I dont feel verry comfortable with this approach and i guess i need to isolate the llm environment away... | 2024-02-16T14:32:36 | https://www.reddit.com/r/LocalLLaMA/comments/1as9zgs/whats_the_best_way_to_isolate_an_llm/ | StrikeOner | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as9zgs | false | null | t3_1as9zgs | /r/LocalLLaMA/comments/1as9zgs/whats_the_best_way_to_isolate_an_llm/ | false | false | self | 8 | null |
Does anyone actually use open-source coding assistants here, what's your setup? | 66 | I've been trying to make something work in VS Code, but the results are super useless. The process seems to work, but the quality is terrible. I'm running the backend on windows. Here are the things i've gotten to work: ollama, lmstudio, LocalAI, llama.cpp. LocalAI adds 40gb in just docker images, before even downloadi... | 2024-02-16T14:20:30 | https://www.reddit.com/r/LocalLLaMA/comments/1as9pi4/does_anyone_actually_use_opensource_coding/ | WoodenGlobes | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as9pi4 | false | null | t3_1as9pi4 | /r/LocalLLaMA/comments/1as9pi4/does_anyone_actually_use_opensource_coding/ | false | false | 66 | {'enabled': False, 'images': [{'id': '5f_jsRcbbFDqX9CpuXZbrUfvcS6DHpZ2Szjmgbi14Ks', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Dtx77k-aNqFvtgEUD2INbifUFMwPNZ8cLhIq81q8pVw.jpg?width=108&crop=smart&auto=webp&s=e8027ac4f51bf7097673d4272b43e07226940e78', 'width': 108}, {'height': 116, 'url': 'h... | |
Any possible way to avoid OOM in this fine tunning code on a 3060ti 12gb? | 1 | [removed] | 2024-02-16T13:54:27 | https://www.reddit.com/r/LocalLLaMA/comments/1as94og/any_possible_way_to_avoid_oom_in_this_fine/ | celsowm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as94og | false | null | t3_1as94og | /r/LocalLLaMA/comments/1as94og/any_possible_way_to_avoid_oom_in_this_fine/ | false | false | self | 1 | null |
Chat with RTX access remotely | 1 | Has any tried exposing the port so that another computer can access it? I tried and it doesn’t seem to render. Was hoping someone figure out a trick. | 2024-02-16T13:40:53 | https://www.reddit.com/r/LocalLLaMA/comments/1as8ulc/chat_with_rtx_access_remotely/ | xg357 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as8ulc | false | null | t3_1as8ulc | /r/LocalLLaMA/comments/1as8ulc/chat_with_rtx_access_remotely/ | false | false | self | 1 | null |
gpu needed to run this ocr model ? | 1 | MODEL: [https://github.com/clovaai/donut](https://github.com/clovaai/donut) | 2024-02-16T13:33:38 | https://www.reddit.com/r/LocalLLaMA/comments/1as8p98/gpu_needed_to_run_this_ocr_model/ | vittorianicolosi1994 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as8p98 | false | null | t3_1as8p98 | /r/LocalLLaMA/comments/1as8p98/gpu_needed_to_run_this_ocr_model/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'cOWqAKsHSlpzOPHYzlnPZ28Xz4DoZZqvwMtuJF6CJvk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/N3AUvqHoSPBTgBWxU79cLRhtLpJtGXHsUQzgiGKAB5s.jpg?width=108&crop=smart&auto=webp&s=bf021efcc4be7ebca2eafd8678c2b451358d9bca', 'width': 108}, {'height': 108, 'url': 'h... |
[Question] Axolotl use ChatML format with Alpaca dataset | 2 | Ok, I should probably know this, but im struggelig to find information on the topic.
Iv done some finetunes of mistral and just defaulted to the old alpacha prompt, but for my next run I kinda want to explore ChatML. In src/axolotl/prompters.py I see there is an option to use ChatML with Alpaca style sets, but I have... | 2024-02-16T13:17:23 | https://www.reddit.com/r/LocalLLaMA/comments/1as8d4s/question_axolotl_use_chatml_format_with_alpaca/ | BuzzLightr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as8d4s | false | null | t3_1as8d4s | /r/LocalLLaMA/comments/1as8d4s/question_axolotl_use_chatml_format_with_alpaca/ | false | false | self | 2 | null |
[llama.cpp] Select amount of layers per GPU | 2 | Hi, I'm building a machine and see that especially the first GPU gets full, but there's alot of space left on the others.
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https://preview.redd.it/94vsc5ur5yic1.png?width=743&format=png&auto=webp&s=29605c45000bd583305dfef13d69fa6480932c1a
Is there a way of specifying the amount of layers per gpu, e.g. -ngl 3... | 2024-02-16T13:12:15 | https://www.reddit.com/r/LocalLLaMA/comments/1as89b2/llamacpp_select_amount_of_layers_per_gpu/ | zoom3913 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as89b2 | false | null | t3_1as89b2 | /r/LocalLLaMA/comments/1as89b2/llamacpp_select_amount_of_layers_per_gpu/ | false | false | 2 | null | |
What kind of dataset can the community build in 92 hours? An update on "Data is better together." | 1 | [removed] | 2024-02-16T12:32:23 | https://www.reddit.com/r/LocalLLaMA/comments/1as7hio/what_kind_of_dataset_can_the_community_build_in/ | dvanstrien | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as7hio | false | null | t3_1as7hio | /r/LocalLLaMA/comments/1as7hio/what_kind_of_dataset_can_the_community_build_in/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'WBCbN66PfLJ5an-SuGLkUzgIIjf4tZ4GNxU1tPoCZuA', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/DNAbSrtYU0A5jIpRHixNagAv6_6UEEz0Qtlq8AK9Y8I.jpg?width=108&crop=smart&auto=webp&s=85cf97f2d092534764ecfc934ff20bab2df8b0f7', 'width': 108}, {'height': 113, 'url': 'h... |
How are the smaller Qwen1.5 0.5B, 1.8B and 4B? | 1 | [removed] | 2024-02-16T12:29:38 | https://www.reddit.com/r/LocalLLaMA/comments/1as7fkt/how_are_the_smaller_qwen15_05b_18b_and_4b/ | bangarangguy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as7fkt | false | null | t3_1as7fkt | /r/LocalLLaMA/comments/1as7fkt/how_are_the_smaller_qwen15_05b_18b_and_4b/ | false | false | self | 1 | null |
Mistral-next | New prototype model from Mistral | 160 | Mistral have released a new prototype model called `mistral-next` that is available in [Chatbot Arena](https://chat.lmsys.org/). It has been confirmed and details are coming soon!
https://preview.redd.it/mbp7daszrxic1.png?width=1256&format=png&auto=webp&s=d2f28f907fd63e45cfaacbb9e0b9c27493d6c466
​
​ | 2024-02-16T11:54:47 | https://www.reddit.com/r/LocalLLaMA/comments/1as6tar/mistralnext_new_prototype_model_from_mistral/ | TelloLeEngineer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as6tar | false | null | t3_1as6tar | /r/LocalLLaMA/comments/1as6tar/mistralnext_new_prototype_model_from_mistral/ | false | false | 160 | null | |
New list of cheaper AI providers compared to OpenAI? | 1 | I am researching AI providers that are cheaper than OpenAI
Thanks for the suggestions. | 2024-02-16T11:40:01 | https://www.reddit.com/r/LocalLLaMA/comments/1as6ka0/new_list_of_cheaper_ai_providers_compared_to/ | Sakhbot | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as6ka0 | false | null | t3_1as6ka0 | /r/LocalLLaMA/comments/1as6ka0/new_list_of_cheaper_ai_providers_compared_to/ | false | false | self | 1 | null |
I'm looking for OCR model to extract text from scanned documents? Name of model and GPU required | 1 | I'm Not looking for professional tutorial
Just name and GPU needed
Thanks
​ | 2024-02-16T11:39:07 | https://www.reddit.com/r/LocalLLaMA/comments/1as6jq9/im_looking_for_ocr_model_to_extract_text_from/ | vittorianicolosi1994 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as6jq9 | false | null | t3_1as6jq9 | /r/LocalLLaMA/comments/1as6jq9/im_looking_for_ocr_model_to_extract_text_from/ | false | false | self | 1 | null |
I'm looking for ocr model to extract text from scanned documents? Name of model and GPU required | 1 | [removed] | 2024-02-16T11:36:59 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1as6ifr | false | null | t3_1as6ifr | /r/LocalLLaMA/comments/1as6ifr/im_looking_for_ocr_model_to_extract_text_from/ | false | false | default | 1 | null | ||
How to create synthetic data? | 2 | Hey everyone, I will keep this short. I know there are very good models that are finetuned with synthetic data and so far, Microsoft released a few papers about this topic as well.
I know first thing we need is a good generation model like gpt-4 hence the data is synthetic. But then what? How the process goes? How do... | 2024-02-16T11:22:00 | https://www.reddit.com/r/LocalLLaMA/comments/1as69id/how_to_create_synthetic_data/ | beratcmn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as69id | false | null | t3_1as69id | /r/LocalLLaMA/comments/1as69id/how_to_create_synthetic_data/ | false | false | self | 2 | null |
Anyone tried this new 1.3B Text 2 Sql model ? | 39 | The results shown on the HF seem to outperform even the existing LLM models, including the GPT-3.5, and other sql 7B and 3B parameter models.[https://huggingface.co/PipableAI/pip-sql-1.3b](https://huggingface.co/PipableAI/pip-sql-1.3b)
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https://preview.redd.it/wptuth20jxic1.png?width=1116&format=png&auto=webp... | 2024-02-16T11:03:59 | https://www.reddit.com/r/LocalLLaMA/comments/1as5z1v/anyone_tried_this_new_13b_text_2_sql_model/ | Swimming-Trainer-866 | self.LocalLLaMA | 2024-02-16T11:23:28 | 0 | {} | 1as5z1v | false | null | t3_1as5z1v | /r/LocalLLaMA/comments/1as5z1v/anyone_tried_this_new_13b_text_2_sql_model/ | false | false | 39 | {'enabled': False, 'images': [{'id': '-EwQHNFwXJ_ezNlHaZIwsrUUNOl3PR5VepXkiPwungE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/PKl7ZzIqHT_Qi3nw-2IZaDE2AQLwJlA9ONs7qtC-_ow.jpg?width=108&crop=smart&auto=webp&s=74478936037a479b095db36446ce0908ad6bee9e', 'width': 108}, {'height': 116, 'url': 'h... | |
I have 4 newbie questions regarding LoRas, performance differences between quantized and non-quantized models, and another question regarding response repetition | 1 | 1) Are LoRas similar to the LoRas in Stable Diffusion? In SD, I believe the user provides several images of a subject and train using these images on top of a base model. Not sure if my understanding is correct?
2) Is it possible downloading a small model and training a LoRa on top of that base model with information ... | 2024-02-16T10:43:55 | https://www.reddit.com/r/LocalLLaMA/comments/1as5nst/i_have_4_newbie_questions_regarding_loras/ | masteryoyogi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as5nst | false | null | t3_1as5nst | /r/LocalLLaMA/comments/1as5nst/i_have_4_newbie_questions_regarding_loras/ | false | false | self | 1 | null |
SOTA Knowledge Injection? | 23 | Hi all,
I've been thinking a lot recently about knowledge injection - RAG is great and all, but in-context learning doesn't update the "base" knowledge of an LLM. There's only so much you can fit into context in this way too, and you're obviously sacrificing some of your context window for the RAG itself.
I came acro... | 2024-02-16T10:20:15 | https://www.reddit.com/r/LocalLLaMA/comments/1as5bn4/sota_knowledge_injection/ | OldAd9530 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as5bn4 | false | null | t3_1as5bn4 | /r/LocalLLaMA/comments/1as5bn4/sota_knowledge_injection/ | false | false | 23 | null | |
Tech support needed, how to export the results of the query into a excel file into new row with chatgpt | 1 | [removed] | 2024-02-16T09:54:38 | https://www.reddit.com/r/LocalLLaMA/comments/1as4y58/tech_support_needed_how_to_export_the_results_of/ | Independent-Bill-770 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as4y58 | false | null | t3_1as4y58 | /r/LocalLLaMA/comments/1as4y58/tech_support_needed_how_to_export_the_results_of/ | false | false | self | 1 | null |
Tech support needed, how to export the results of the query into a excel file into new row with chatgpt | 1 | [removed] | 2024-02-16T09:54:19 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1as4y01 | false | null | t3_1as4y01 | /r/LocalLLaMA/comments/1as4y01/tech_support_needed_how_to_export_the_results_of/ | false | false | default | 1 | null | ||
Tech support needed, how to export the results of the query into a excel file into new row with chatgpt | 1 | [removed] | 2024-02-16T09:53:49 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1as4xs0 | false | null | t3_1as4xs0 | /r/LocalLLaMA/comments/1as4xs0/tech_support_needed_how_to_export_the_results_of/ | false | false | default | 1 | null | ||
I still don't get thedifference between system prompt and first message. | 7 | I'm asking about the case where the user is interested only in this one particular chat and when they don't exceed the context window. Is there any difference then? I'm asking about all sorts of prompts, be they role descriptors, persistent information or a set of instructions. | 2024-02-16T09:45:23 | https://www.reddit.com/r/LocalLLaMA/comments/1as4tjd/i_still_dont_get_thedifference_between_system/ | Revolutionary_Ad6574 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as4tjd | false | null | t3_1as4tjd | /r/LocalLLaMA/comments/1as4tjd/i_still_dont_get_thedifference_between_system/ | false | false | self | 7 | null |
What model/system is the best to produce "Prompts for image"s generation ideas? And which woudl be the easiet to install? | 1 | I am looking for a tool that can generate for me prompts in an automated if that's easy to set up,
Any tips? | 2024-02-16T09:32:27 | https://www.reddit.com/r/LocalLLaMA/comments/1as4n39/what_modelsystem_is_the_best_to_produce_prompts/ | Flutter_ExoPlanet | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as4n39 | false | null | t3_1as4n39 | /r/LocalLLaMA/comments/1as4n39/what_modelsystem_is_the_best_to_produce_prompts/ | false | false | self | 1 | null |
RAG Issues | 1 | My goal is to get a RAG system that can answer questions in my documents accurately.
Using the LlamaIndex library, I have implemented several simple RAGs where I recursively load a folder of documents and can search for information. The problem comes in more precise things, for example if I have an internal library, ... | 2024-02-16T09:08:21 | https://www.reddit.com/r/LocalLLaMA/comments/1as4avi/rag_issues/ | Outrageous-Food3302 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as4avi | false | null | t3_1as4avi | /r/LocalLLaMA/comments/1as4avi/rag_issues/ | false | false | self | 1 | null |
SOTA Semantic Code Search | 1 | Hi all,
Given some kind of NL query, I want to find through the code database and see which is most similar. Something like CodeBERT could do this.
However; there is a lack of leaderboard for this task. What’s the current SOTA for NL-PL model? Thanks | 2024-02-16T08:12:05 | https://www.reddit.com/r/LocalLLaMA/comments/1as3ird/sota_semantic_code_search/ | plsendfast | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as3ird | false | null | t3_1as3ird | /r/LocalLLaMA/comments/1as3ird/sota_semantic_code_search/ | false | false | self | 1 | null |
Anyone tried the new 1M context window 7b Large World Model ? | 133 | It was published yesterday briefly before Gemini, but I hear nobody about it yet.
​
[https://huggingface.co/LargeWorldModel/LWM-Text-Chat-1M](https://huggingface.co/LargeWorldModel/LWM-Text-Chat-1M) | 2024-02-16T07:49:42 | https://www.reddit.com/r/LocalLLaMA/comments/1as36v9/anyone_tried_the_new_1m_context_window_7b_large/ | MLTyrunt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as36v9 | false | null | t3_1as36v9 | /r/LocalLLaMA/comments/1as36v9/anyone_tried_the_new_1m_context_window_7b_large/ | false | false | self | 133 | {'enabled': False, 'images': [{'id': 'WneW1OkQUWEcLV0_Np68NwKkO0QUxL60nJLJFAmhXO4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/mDAja0zktpPpJviRCawa-GRlgT20yuTiKRjESvzNWiY.jpg?width=108&crop=smart&auto=webp&s=ea1a6fe1a1b7b7686df62b061d5703c02aada16c', 'width': 108}, {'height': 116, 'url': 'h... |
Setting HuggingFace Token as enviroment variable on Jupyter? | 4 | I am running Llama2 on Jupyter Notebook and Colab. On colab, I saved HF_token in Colab Secret Key. I was wondering if I could do something similar by using environment variable.
I know I could use hugging face login for authenication but is it possible to use with environment variable? | 2024-02-16T07:49:22 | https://www.reddit.com/r/LocalLLaMA/comments/1as36ol/setting_huggingface_token_as_enviroment_variable/ | CockroachOk8214 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as36ol | false | null | t3_1as36ol | /r/LocalLLaMA/comments/1as36ol/setting_huggingface_token_as_enviroment_variable/ | false | false | self | 4 | null |
Video generation models as world simulators | 6 | 2024-02-16T07:19:20 | https://openai.com/research/video-generation-models-as-world-simulators | DickMasterGeneral | openai.com | 1970-01-01T00:00:00 | 0 | {} | 1as2qwf | false | null | t3_1as2qwf | /r/LocalLLaMA/comments/1as2qwf/video_generation_models_as_world_simulators/ | false | false | 6 | {'enabled': False, 'images': [{'id': 'HslFwdcuP0UxMzNtQbqCXToLQr2-_R3lv6ukfk6E3mE', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/uZz1QKx6WUYxGr1JtNnZHEadgVirA0VMN_D68xk2MFY.jpg?width=108&crop=smart&auto=webp&s=9f15343591cc3e6190c4ed055ad872aa4413b359', 'width': 108}, {'height': 216, 'url': '... | ||
What LLM to choose for this (locally) | 4 |
Hello Reddit Community,
Question created with chatgpt for clarity sake:
I am embarking on a challenging yet exciting project at my workplace, aiming to revolutionize our case management process through technology, specifically with the help of a Large Language Model (LLM). The project's scope and my aspirations ar... | 2024-02-16T07:11:04 | https://www.reddit.com/r/LocalLLaMA/comments/1as2mk3/what_llm_to_choose_for_this_locally/ | HugsOnRadix | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as2mk3 | false | null | t3_1as2mk3 | /r/LocalLLaMA/comments/1as2mk3/what_llm_to_choose_for_this_locally/ | false | false | self | 4 | null |
Mistral 7B and fine tuned Mistral models not working well for data extraction | 7 | Hello,
I am using oobabooga and Mistral 7B and also tried all the fine tuned models I could find - dolphin, zephyr, hermes etc.
This is my example prompt:
You are a text processing agent working with unstructured pricing plan data. Extract specified values for all pricing plans from the source text. Re... | 2024-02-16T07:00:28 | https://www.reddit.com/r/LocalLLaMA/comments/1as2ghv/mistral_7b_and_fine_tuned_mistral_models_not/ | Dan-Boy-Dan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as2ghv | false | null | t3_1as2ghv | /r/LocalLLaMA/comments/1as2ghv/mistral_7b_and_fine_tuned_mistral_models_not/ | false | false | self | 7 | null |
Startups for the GPU poor? | 23 | LocalLLAMA friends, the LLMs are out in force!
The past few days have been wild – Sora blowing up, Gemini's massive context window... It feels like the future of AI is shifting under our feet. With big players throwing serious resources at cutting-edge tech, I can't help but wonder:
**Is there still room for the litt... | 2024-02-16T06:55:36 | https://www.reddit.com/r/LocalLLaMA/comments/1as2dtx/startups_for_the_gpu_poor/ | Melodic_Gur_5913 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as2dtx | false | null | t3_1as2dtx | /r/LocalLLaMA/comments/1as2dtx/startups_for_the_gpu_poor/ | false | false | self | 23 | null |
Code Generation with AlphaCodium - from Prompt Engineering to Flow Engineering | 1 | [removed] | 2024-02-16T06:49:48 | https://www.reddit.com/r/LocalLLaMA/comments/1as2arq/code_generation_with_alphacodium_from_prompt/ | thumbsdrivesmecrazy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as2arq | false | null | t3_1as2arq | /r/LocalLLaMA/comments/1as2arq/code_generation_with_alphacodium_from_prompt/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'QEGkTYUBAaWBmvI8_Pg5i5P7tO1GsPLx1c6dBk7d7XU', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/41uqWTVBV48jAh2uU2d4yBlOi1w_-rTrS5d1JAKCZFs.jpg?width=108&crop=smart&auto=webp&s=726a36a33e879134a6d31a17a890e98f7f0434da', 'width': 108}, {'height': 121, 'url': 'h... |
Is it worth it to build/buy a machine now or wait for more AI hardware releases? | 17 | Hi everyone!
As a warning, I’m new to posting on reddit. I’m a computer science student with my major focusing on artificial intelligence.
I’m interested in building and running local artificial intelligence on a machine.
First, I was wondering, is worth it now to build a machine that is able to locally build and r... | 2024-02-16T06:47:56 | https://www.reddit.com/r/LocalLLaMA/comments/1as29u9/is_it_worth_it_to_buildbuy_a_machine_now_or_wait/ | okmine- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as29u9 | false | null | t3_1as29u9 | /r/LocalLLaMA/comments/1as29u9/is_it_worth_it_to_buildbuy_a_machine_now_or_wait/ | false | false | self | 17 | null |
Indexing 900Tb as fast as possible, any advices ? | 11 | Hello,
I've been asking to work on a project to build a RAG for 900Tb of documents. That's huge.
My current stack is using embedding-ada v2 (1000 tokens chunk) stored in a in-memory python cache map (dump to disk regularly)
I'm worried of scalability issue with such amount.
Any advices to handle correctly this ? C... | 2024-02-16T06:31:47 | https://www.reddit.com/r/LocalLLaMA/comments/1as20mq/indexing_900tb_as_fast_as_possible_any_advices/ | ToothOne6699 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as20mq | false | null | t3_1as20mq | /r/LocalLLaMA/comments/1as20mq/indexing_900tb_as_fast_as_possible_any_advices/ | false | false | self | 11 | null |
Why everyone continue to claim that we are memory bound? All my tests shows that this is not true | 24 | Hey, I am very puzzled by this but I am seeing two things:
1) For inference 4090 is almost twice the speed of 3090. Both have similar memory performance, but compute is vastly higher in 4090
2) pcie4x16 is very easy to saturate, it is so easy to do so that it breaks many of my training and inference workflows. NVLink i... | 2024-02-16T06:30:21 | https://www.reddit.com/r/LocalLLaMA/comments/1as1zsw/why_everyone_continue_to_claim_that_we_are_memory/ | stevekite | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as1zsw | false | null | t3_1as1zsw | /r/LocalLLaMA/comments/1as1zsw/why_everyone_continue_to_claim_that_we_are_memory/ | false | false | self | 24 | null |
Is there a way to bypass NVIDIA "Chat with RTX" filter? | 1 | [removed] | 2024-02-16T05:56:02 | https://www.reddit.com/r/LocalLLaMA/comments/1as1ekg/is_there_a_way_to_bypass_nvidia_chat_with_rtx/ | OutrageousYou5542 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as1ekg | false | null | t3_1as1ekg | /r/LocalLLaMA/comments/1as1ekg/is_there_a_way_to_bypass_nvidia_chat_with_rtx/ | false | false | self | 1 | null |
Startup retrofits Nvidia's GH200 into a €47.5K workstation | 18 | 2024-02-16T05:44:12 | https://www.theregister.com/2024/02/14/german_gh200_workstation/ | pat2man | theregister.com | 1970-01-01T00:00:00 | 0 | {} | 1as17gb | false | null | t3_1as17gb | /r/LocalLLaMA/comments/1as17gb/startup_retrofits_nvidias_gh200_into_a_475k/ | false | false | 18 | {'enabled': False, 'images': [{'id': 'k_ixARWULrZPGfZsPGt11OMPV6E-TSWp1Q6s4LyJ0OY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/sttHL9Vgdf-TDs3XaFpHfNR_YFtSWhEuF0Om-bhhYzo.jpg?width=108&crop=smart&auto=webp&s=4a7a6244c7cc79defff88ab7f29240c27d887ebf', 'width': 108}, {'height': 108, 'url': 'h... | ||
new "mistral-next" model at https://chat.lmsys.org | 62 | Select "Direct Chat" and choose "mistral-next" model. An example follows:
> Do you know that one question that tests your logic? It's about a girl, Sally, and it asks about how many sisters she has.
> Yes, I believe I know the question you're referring to. It goes something like this:
>
> "Sally has 3 sisters. How m... | 2024-02-16T05:41:19 | https://www.reddit.com/r/LocalLLaMA/comments/1as15p1/new_mistralnext_model_at_httpschatlmsysorg/ | pseudonerv | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1as15p1 | false | null | t3_1as15p1 | /r/LocalLLaMA/comments/1as15p1/new_mistralnext_model_at_httpschatlmsysorg/ | false | false | self | 62 | null |
What are you guys using to run on the cloud. | 13 | As someone whose wife would kill him to ask for a hobby to build out something to run a larger model at decent speeds. What cloud infrastructure would you recommend cause I can sustain a “membership” and dream about a badass setup one day | 2024-02-16T03:44:09 | https://www.reddit.com/r/LocalLLaMA/comments/1arz05r/what_are_you_guys_using_to_run_on_the_cloud/ | Ok-Activity-2953 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arz05r | false | null | t3_1arz05r | /r/LocalLLaMA/comments/1arz05r/what_are_you_guys_using_to_run_on_the_cloud/ | false | false | self | 13 | null |
Help with GPT 3.5 404 error when using API? | 1 | [removed] | 2024-02-16T03:12:27 | https://www.reddit.com/r/LocalLLaMA/comments/1aryeoi/help_with_gpt_35_404_error_when_using_api/ | PurplishDev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aryeoi | false | null | t3_1aryeoi | /r/LocalLLaMA/comments/1aryeoi/help_with_gpt_35_404_error_when_using_api/ | false | false | self | 1 | null |
Advice on model that can return json object and receive close to 32,000 tokens | 2 | I'm a developer creating an program that uses AI, and I need to be able to send a query that shows it about 16,000 (Possibly up to 32,000) tokens of content, and has it return a json in a specific structure.
While testing, I've been manually sending my prompt to ChatGPT 3.5 and copying/pasting the response, and it wor... | 2024-02-16T01:38:57 | https://www.reddit.com/r/LocalLLaMA/comments/1arwi1j/advice_on_model_that_can_return_json_object_and/ | PurplishDev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arwi1j | false | null | t3_1arwi1j | /r/LocalLLaMA/comments/1arwi1j/advice_on_model_that_can_return_json_object_and/ | false | false | self | 2 | null |
Dumb Question I can't find answer to about Local LLMs and being focused on a specific topic. | 1 | It seems logical to me to have them specialize in specific topics so they are smaller and can be used faster locally right?
But when I look into it all I can find is some models that specialize in python...
But why not general topics like specialize in human anatomy, birds, dogs.. anything..
What am I not understa... | 2024-02-16T01:22:40 | https://www.reddit.com/r/LocalLLaMA/comments/1arw5ps/dumb_question_i_cant_find_answer_to_about_local/ | punkouter23 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arw5ps | false | null | t3_1arw5ps | /r/LocalLLaMA/comments/1arw5ps/dumb_question_i_cant_find_answer_to_about_local/ | false | false | self | 1 | null |
Prompting Mixtral 8x7b Instruct for RAG? | 10 | I'm testing RAG over a textbook, using Llamaindex. I've used Chatgpt-3.5 and had no problems with prompting. I could adjust the content and style of the answer easily and intuitively by prompting, and the answers were consistent and accurate. I could prompt the LLM to give citations from the metadata, and it would do i... | 2024-02-16T00:58:06 | https://www.reddit.com/r/LocalLLaMA/comments/1arvnaa/prompting_mixtral_8x7b_instruct_for_rag/ | glassroofdevil | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arvnaa | false | null | t3_1arvnaa | /r/LocalLLaMA/comments/1arvnaa/prompting_mixtral_8x7b_instruct_for_rag/ | false | false | self | 10 | null |
Unsloth question, How do how handle cases where you already have lora weights and want to re-apply them to the model? | 1 | how do how handle cases where you already have lora weights and want to re-apply them to the model?
I see the `model = FastLanguageModel.get_peft_model(` method, but that seems to initialize brand new weights.
What about in cases where you already have the lora weights saved separately.
Would you do the FastLanguage... | 2024-02-16T00:49:03 | https://www.reddit.com/r/LocalLLaMA/comments/1arvgmt/unsloth_question_how_do_how_handle_cases_where/ | Research2Vec | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arvgmt | false | null | t3_1arvgmt | /r/LocalLLaMA/comments/1arvgmt/unsloth_question_how_do_how_handle_cases_where/ | false | false | self | 1 | null |
OpenAI's attempt to trademark "GPT" is Denied | 347 | 2024-02-16T00:43:01 | https://techcrunch.com/2024/02/15/no-gpt-trademark-for-openai/ | harrro | techcrunch.com | 1970-01-01T00:00:00 | 0 | {} | 1arvc78 | false | null | t3_1arvc78 | /r/LocalLLaMA/comments/1arvc78/openais_attempt_to_trademark_gpt_is_denied/ | false | false | 347 | {'enabled': False, 'images': [{'id': '0-loarbuZprxiso9nuwbzS6fP6LhC8kEZvIMoTlZQF4', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/BdXCMKf73N0nkRsEB5Opt1VvEhOmw2XHFfhPDCsr9EM.jpg?width=108&crop=smart&auto=webp&s=04d619cd311563b2e6dd90b327220ab8eb3ae8df', 'width': 108}, {'height': 121, 'url': 'h... | ||
Chatbot Arena Leaderboard Update: Qwen1.5-72B becomes #1 non-proprietary model by sizeable margin | 140 | Though, it scores lower than Mistral Medium which means Miqu might be the actual best local model (doubt Miqu will be added to the arena tho) | 2024-02-16T00:25:50 | https://huggingface.co/spaces/lmsys/chatbot-arena-leaderboard | DontPlanToEnd | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1aruz1s | false | null | t3_1aruz1s | /r/LocalLLaMA/comments/1aruz1s/chatbot_arena_leaderboard_update_qwen1572b/ | false | false | 140 | {'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... | |
The free Gemini doesn't have a 1M context window, but its resume is impressive | 1 | model = genai.GenerativeModel('gemini-pro')
chat = model.start_chat()
response = chat.send_message('Tell me about your self in the most technical way possible')
print(response.text)
response = chat.send_message("Really, isn't there more?")
print(response.text)
response = chat.send_message("Really, isn't there more?... | 2024-02-15T23:53:32 | https://www.reddit.com/r/LocalLLaMA/comments/1aru8v7/the_free_gemini_doesnt_have_a_1m_context_window/ | BinaryAlgorithm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aru8v7 | false | null | t3_1aru8v7 | /r/LocalLLaMA/comments/1aru8v7/the_free_gemini_doesnt_have_a_1m_context_window/ | false | false | self | 1 | null |
Bolstering data for fine tuning for knowledge extraction tasks | 1 | Hello my fellow finetuning enthusiasts :D.
I need to work on a problem of relatively complex knowledge extraction tasks. Basically I want to find the relationships of biological enteties like a drug and its side effects. Or a gene and its downstream targets.
I know that the annotation is ant is slightly beyond a not ... | 2024-02-15T23:53:32 | https://www.reddit.com/r/LocalLLaMA/comments/1aru8vb/bolstering_data_for_fine_tuning_for_knowledge/ | Noxusequal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aru8vb | false | null | t3_1aru8vb | /r/LocalLLaMA/comments/1aru8vb/bolstering_data_for_fine_tuning_for_knowledge/ | false | false | self | 1 | null |
Seeking Advice: Best LLM Solutions for Analyzing PDF Specs and Drawings? in lieu of Chat with RTX | 3 | Hey everyone, just noticed Nvidia dropped the RTX Chat, and it seems like it's not hitting the mark for some folks. But I've heard that there are some local LLMs you can set up on machines with RTX cards for potentially better outcomes. Does anyone know of any good alternatives to RTX Chat that let you upload a bunch o... | 2024-02-15T23:48:50 | https://www.reddit.com/r/LocalLLaMA/comments/1aru50y/seeking_advice_best_llm_solutions_for_analyzing/ | armadeallo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aru50y | false | null | t3_1aru50y | /r/LocalLLaMA/comments/1aru50y/seeking_advice_best_llm_solutions_for_analyzing/ | false | false | self | 3 | null |
Was OpenAI's "Sora" model originally named "Sombra"? | 1 | 2024-02-15T23:36:15 | https://imgur.com/a/0ki1jpG%20obviously%20Sora%20is%20much%20better%20if%20so%20%28also,%20idk%20why%20my%20post%20got%20deleted%20from%20r/OpenAI,%20so%20I%27m%20posting%20here%29 | Robos_Basilisk | imgur.com | 1970-01-01T00:00:00 | 0 | {} | 1artuqm | false | null | t3_1artuqm | /r/LocalLLaMA/comments/1artuqm/was_openais_sora_model_originally_named_sombra/ | false | false | default | 1 | null | |
Discover AstraQuasar-4B: a NEW LaMA-based arch | First training implementation of the self layer calling (Duplicate Trick) | 35 | Hey r/LocalLLaMA,
I'm reaching out to this incredible community because we've got something unique on our hands, and it's a bit of a diamond in the rough. Meet [AstraQuasar-4B](https://huggingface.co/AstraMindAI/AstraQuasar-4B), a fresh take on language models with a twist – it's ambitiously undertrained but holds a s... | 2024-02-15T23:34:29 | https://www.reddit.com/r/LocalLLaMA/comments/1artt9i/discover_astraquasar4b_a_new_lamabased_arch_first/ | Similar_Choice_9241 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1artt9i | false | null | t3_1artt9i | /r/LocalLLaMA/comments/1artt9i/discover_astraquasar4b_a_new_lamabased_arch_first/ | false | false | self | 35 | {'enabled': False, 'images': [{'id': 'PO-5LCn_3wv3TUSCDW4Ib4Cek-CMdg1ALJj5_G1N59E', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/_gVfd74tXR1MJY72eThkzwhBUHi0ZI9HxDBazC0M3KM.jpg?width=108&crop=smart&auto=webp&s=9e5395cbf98814a3c692634512395853cd89314c', 'width': 108}, {'height': 116, 'url': 'h... |
What have you built with an open LLM? share your project | 95 | Share your projects! Preferably if they can be used by anyone | 2024-02-15T23:10:21 | https://www.reddit.com/r/LocalLLaMA/comments/1art8zl/what_have_you_built_with_an_open_llm_share_your/ | cold-depths | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1art8zl | false | null | t3_1art8zl | /r/LocalLLaMA/comments/1art8zl/what_have_you_built_with_an_open_llm_share_your/ | false | false | self | 95 | null |
Why no curve fitting for LLM ? | 1 | When you want to fit some function to some data, you can derive equations that give you the parameters you should use to be sure the error is minimal.
It means you don’t have to fiddle with the coefficients to get closer bit by bit, you can directly find the mathematically optimal solution.
So why are we using gradie... | 2024-02-15T23:06:40 | https://www.reddit.com/r/LocalLLaMA/comments/1art5yc/why_no_curve_fitting_for_llm/ | prumf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1art5yc | false | null | t3_1art5yc | /r/LocalLLaMA/comments/1art5yc/why_no_curve_fitting_for_llm/ | false | false | self | 1 | null |
is PCIe 5.0 really worth £200? | 10 | [https://www.asus.com/motherboards-components/motherboards/proart/proart-b650-creator/techspec/](https://www.asus.com/motherboards-components/motherboards/proart/proart-b650-creator/techspec/) Been looking into finding a hobbyist build with 2xGPU potential down the line, and have found this board. It's AM5 socket, DDR5... | 2024-02-15T22:53:11 | https://www.reddit.com/r/LocalLLaMA/comments/1arsuch/is_pcie_50_really_worth_200/ | Ewypig | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arsuch | false | null | t3_1arsuch | /r/LocalLLaMA/comments/1arsuch/is_pcie_50_really_worth_200/ | false | false | self | 10 | null |
Chat with RTX on a large folder of PDFs - how long will this take? | 9 | I have a 3060. I installed Chat with RTX and wanted to see what happens if I run it on my Zotero library, which is a collection of ~7.5GB of textbooks and papers, ~2000 PDFs total. Everything on SSD.
At startup, it first seemed to fully read (and maybe tokenize?) the entire library, gathering from the output of occass... | 2024-02-15T22:46:13 | https://www.reddit.com/r/LocalLLaMA/comments/1arso71/chat_with_rtx_on_a_large_folder_of_pdfs_how_long/ | GrimmigerDienstag | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arso71 | false | null | t3_1arso71 | /r/LocalLLaMA/comments/1arso71/chat_with_rtx_on_a_large_folder_of_pdfs_how_long/ | false | false | self | 9 | null |
LMQL Developer Survey | 1 | 2024-02-15T22:41:40 | https://lmql.ai/blog/posts/developer-survey.html | Monezqwe | lmql.ai | 1970-01-01T00:00:00 | 0 | {} | 1arsk9q | false | null | t3_1arsk9q | /r/LocalLLaMA/comments/1arsk9q/lmql_developer_survey/ | false | false | default | 1 | null | |
Structured LLM Output and Function Calling with local LLMs using Guidance | 3 | 2024-02-15T22:31:58 | https://lightning.ai/lightning-ai/studios/structured-llm-output-and-function-calling-with-guidance?view=public§ion=mine | aniketmaurya | lightning.ai | 1970-01-01T00:00:00 | 0 | {} | 1arsbsn | false | null | t3_1arsbsn | /r/LocalLLaMA/comments/1arsbsn/structured_llm_output_and_function_calling_with/ | false | false | default | 3 | {'enabled': False, 'images': [{'id': '3mObTGiCn-ugBRqH0pPdDnOUpqbxgpj2-Kqbay5mceQ', 'resolutions': [{'height': 46, 'url': 'https://external-preview.redd.it/AGfJGC9d-byUfxjluhRAO-4dRSUoyLNIrn1Fx5__6cs.jpg?width=108&crop=smart&auto=webp&s=d1d9aaef4c70dcb0191888e843e7138fe5c02379', 'width': 108}, {'height': 93, 'url': 'ht... | |
Is an RTX 3050 Ti Laptop enough to run Chat with RTX ? | 1 | Im not an expert, I’m just somebody who like trying new stuff and I heard about Chat with RTX so I downloaded it but it says that I need 7 GB of GPU to run. I thought that what I have was enough to run it, even slowly, but it cannot. What can I do ? | 2024-02-15T21:58:26 | https://www.reddit.com/r/LocalLLaMA/comments/1arri53/is_an_rtx_3050_ti_laptop_enough_to_run_chat_with/ | Croccraft | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arri53 | false | null | t3_1arri53 | /r/LocalLLaMA/comments/1arri53/is_an_rtx_3050_ti_laptop_enough_to_run_chat_with/ | false | false | self | 1 | null |
What do you think, will GPT 5 and Sora increase the price of subscription? | 1 | [removed] | 2024-02-15T21:39:41 | https://www.reddit.com/r/LocalLLaMA/comments/1arr1dj/what_do_you_think_will_gpt_5_and_sora_increase/ | Kakachia777 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arr1dj | false | null | t3_1arr1dj | /r/LocalLLaMA/comments/1arr1dj/what_do_you_think_will_gpt_5_and_sora_increase/ | false | false | self | 1 | null |
How compute requirements have changed | 24 | I just stumbled upon this 2011 paper by Ilya Sutskever and Geoffrey Hinton where they present the "largest recurrent neural network application" to date and are the first to use RNNs for language modelling on the character level. Truly the beginning of all that we're enjoying today. This was even before they figured ou... | 2024-02-15T21:18:14 | https://www.reddit.com/r/LocalLLaMA/comments/1arqidc/how_compute_requirements_have_changed/ | astgabel | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arqidc | false | null | t3_1arqidc | /r/LocalLLaMA/comments/1arqidc/how_compute_requirements_have_changed/ | false | false | self | 24 | null |
Building in RAG workflow | 1 | I am starting to code on this and figured I would get some other brains to share their thoughts. So if you have feedback or a better flow. Share here.
RAG (Retrieval Augmented Generation)
Store documents for later retrieval, parse documents and add to agent Long term memory. Vectorize documents and add to rag_db
... | 2024-02-15T21:09:33 | https://www.reddit.com/r/LocalLLaMA/comments/1arqaoo/building_in_rag_workflow/ | freedom2adventure | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arqaoo | false | null | t3_1arqaoo | /r/LocalLLaMA/comments/1arqaoo/building_in_rag_workflow/ | false | false | self | 1 | null |
Alternative to GPT4ALL With RAG Built-In (Knowledgebase support) | 14 | Hi guys,
I've been searching for this for almost one week and still, haven't found anything that meets my needs. So as a last attempt, I'm turning to the community to see if you may have the answer to my problem \^\^
Here are my requirements:
* Compatible on Windows (Could install Linux on VirtualBox if really... | 2024-02-15T21:04:57 | https://www.reddit.com/r/LocalLLaMA/comments/1arq6lf/alternative_to_gpt4all_with_rag_builtin/ | israelgaudette | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arq6lf | false | null | t3_1arq6lf | /r/LocalLLaMA/comments/1arq6lf/alternative_to_gpt4all_with_rag_builtin/ | false | false | self | 14 | null |
How to import a model to ollama with split gguf files? | 1 | I am trying to import the miquliz-120 (Q5) model to my local ollama environment but ran into a simple issue-
I cannot find how to import a model to ollama if the weights are split into two gguf files.
​
From Wolfram's huggingface repo I downloaded the Q5 version of the model, which is based on two large fil... | 2024-02-15T20:45:15 | https://www.reddit.com/r/LocalLLaMA/comments/1arppd7/how_to_import_a_model_to_ollama_with_split_gguf/ | Pirarara | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arppd7 | false | null | t3_1arppd7 | /r/LocalLLaMA/comments/1arppd7/how_to_import_a_model_to_ollama_with_split_gguf/ | false | false | self | 1 | null |
30/70B Open Source Models for Automating Tasks? | 3 | I am considering purchasing 2x 24GB RTX cards for running local LLM's; my primary use case would be to use them for general automation: read/write/interpret data from a DB, write and execute code, and work with other "agents".
I have had impressive results with GPT-4 when it comes to building features for apps, callin... | 2024-02-15T20:16:43 | https://www.reddit.com/r/LocalLLaMA/comments/1arozrw/3070b_open_source_models_for_automating_tasks/ | JustinPooDough | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arozrw | false | null | t3_1arozrw | /r/LocalLLaMA/comments/1arozrw/3070b_open_source_models_for_automating_tasks/ | false | false | self | 3 | null |
Serving translation models | 3 | Hey guys, recently I have been using translation models for more and more tasks, especially quick ones (Opus-mt) or higher quality ones (madlad). Overall, my experience was quite good with them already, but, especially with madlad, I felt there was one big issue: Speed.
I did not find pretty much any resources on this... | 2024-02-15T19:37:17 | https://www.reddit.com/r/LocalLLaMA/comments/1aro120/serving_translation_models/ | Galaktische_Gurke | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aro120 | false | null | t3_1aro120 | /r/LocalLLaMA/comments/1aro120/serving_translation_models/ | false | false | self | 3 | null |
looking for LLM suggestions for lower end PC | 1 | Hi everyone,
im looking for some advice from som more knowledgble LLM users. I currently new to using LLM's and am pureley looking to just test some things out. What are some good LLMs that i can download locally (Via huggingface for example) that i can then test on python for a few tasks that provide decent answers. ... | 2024-02-15T19:34:31 | https://www.reddit.com/r/LocalLLaMA/comments/1arnykp/looking_for_llm_suggestions_for_lower_end_pc/ | Rough_Dig7431 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arnykp | false | null | t3_1arnykp | /r/LocalLLaMA/comments/1arnykp/looking_for_llm_suggestions_for_lower_end_pc/ | false | false | self | 1 | null |
BREAKING!!! OpenAI just released: Sora | 1 | ​
[ ](https://reddit.com/link/1arnq3w/video/q6wp3qg5vsic1/player)
A couple of years ago, it was text-to-image generators like Midjourney that were at the forefront of models’ ability to turn words into images. But recently, video has begun to improve at a remarkable pace: companies like Runway and Pika have... | 2024-02-15T19:24:49 | https://www.reddit.com/r/LocalLLaMA/comments/1arnq3w/breaking_openai_just_released_sora/ | Kakachia777 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arnq3w | false | null | t3_1arnq3w | /r/LocalLLaMA/comments/1arnq3w/breaking_openai_just_released_sora/ | false | false | 1 | null | |
Building a Basement AI Inferencing Rig for Data Science Automation | 2 | Hello,
Are there any platforms and/or specific models that make automation and execution of tasks (via whatever mechanism - function calling, grammars, etc.) plausible? Basically, I want to build a machine that can act as an assistant - including calling functions to read/write data reliably (as well as interpret it),... | 2024-02-15T19:16:06 | https://www.reddit.com/r/LocalLLaMA/comments/1arnigv/building_a_basement_ai_inferencing_rig_for_data/ | JustinPooDough | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arnigv | false | null | t3_1arnigv | /r/LocalLLaMA/comments/1arnigv/building_a_basement_ai_inferencing_rig_for_data/ | false | false | self | 2 | null |
How does self-RAG work (new on llamaindex)! | 1 | [removed] | 2024-02-15T19:05:46 | https://www.reddit.com/r/LocalLLaMA/comments/1arn9sc/how_does_selfrag_work_new_on_llamaindex/ | linamagr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arn9sc | false | null | t3_1arn9sc | /r/LocalLLaMA/comments/1arn9sc/how_does_selfrag_work_new_on_llamaindex/ | false | false | self | 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': {}}]} |
Ollama now runs on Windows! | 175 | Finally!
https://preview.redd.it/o1ovc2zprsic1.png?width=635&format=png&auto=webp&s=5871396af8de73f75e45101a737760ca4b87252b | 2024-02-15T19:03:48 | https://www.reddit.com/r/LocalLLaMA/comments/1arn842/ollama_now_runs_on_windows/ | LarDark | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arn842 | false | null | t3_1arn842 | /r/LocalLLaMA/comments/1arn842/ollama_now_runs_on_windows/ | false | false | 175 | null | |
You can download Gemini on Android | 2 |
After download, then just agree to the terms to start using Gemini. You'll notice that you're opting in for Gemini to "Act as your new assistant on this phone."
Agree to use Google Gemini.
If Google Assistant was already set as your default assistant app, Gemini will now automatically replace it. You can check that b... | 2024-02-15T18:59:23 | Kakachia777 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1arn41e | false | null | t3_1arn41e | /r/LocalLLaMA/comments/1arn41e/you_can_download_gemini_on_android/ | false | false | 2 | {'enabled': True, 'images': [{'id': '8GI42sLtJS4U9EJBl8vhYTv8WJrqzRFc0kTTdlqj6lw', 'resolutions': [{'height': 81, 'url': 'https://preview.redd.it/cr8h9oczqsic1.jpeg?width=108&crop=smart&auto=webp&s=3ee3f6a489d7903e2c90f2c009e043bdaaa606d0', 'width': 108}, {'height': 162, 'url': 'https://preview.redd.it/cr8h9oczqsic1.jp... | ||
Just Dropped: Sora by OpenAI - AI That Turns Text Into Videos! | 294 | Just in! OpenAI launched Sora, an AI that transforms text into videos. Imagine turning any description into a mini movie.
[https://openai.com/sora](https://openai.com/sora) | 2024-02-15T18:43:18 | https://www.reddit.com/r/LocalLLaMA/comments/1armqab/just_dropped_sora_by_openai_ai_that_turns_text/ | takuonline | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1armqab | false | null | t3_1armqab | /r/LocalLLaMA/comments/1armqab/just_dropped_sora_by_openai_ai_that_turns_text/ | false | false | self | 294 | {'enabled': False, 'images': [{'id': 'Eg2wIsPwGqAS3ONSpvO0g52wjXTTIr13P-tEyoWPbe0', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/6_rrXU0hQl7m1WtRGYzPHp0RHNnnuY7ctqjMUS3zxkA.jpg?width=108&crop=smart&auto=webp&s=a9204425661f93043c8e6d794557a303a0b9b5d5', 'width': 108}, {'height': 121, 'url': 'h... |
Best option for portable LLMs | 2 | For something like a 13 - 30b model or mixtral, would a current Macbook (eg M3 Max/40 64GB) still be the best option, or are newer NVidia/Intel/AMD systems running Linux getting more interesting?
It should be able to have a useful generation speed (eg at least 20 tokens/second), be portable, and have at least four ho... | 2024-02-15T18:43:11 | https://www.reddit.com/r/LocalLLaMA/comments/1armq71/best_option_for_portable_llms/ | nostriluu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1armq71 | false | null | t3_1armq71 | /r/LocalLLaMA/comments/1armq71/best_option_for_portable_llms/ | false | false | self | 2 | null |
Which model works best for role-playing? | 6 | Noob here! I know that conversational models are available in Huggingface. But I am looking for a model that is good in role-playing and staying in character, and can handle a long prompt. I am trying to develop a tool to help improve communication skills in graduate students, but API calls to GPT end up adding a few s... | 2024-02-15T18:38:07 | https://www.reddit.com/r/LocalLLaMA/comments/1armls4/which_model_works_best_for_roleplaying/ | DoctorTriplex | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1armls4 | false | null | t3_1armls4 | /r/LocalLLaMA/comments/1armls4/which_model_works_best_for_roleplaying/ | false | false | self | 6 | null |
All the best tables and figures from the Gemini 1.5 technical report. | 47 | 2024-02-15T18:36:05 | https://www.reddit.com/gallery/1armk4u | jd_3d | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1armk4u | false | null | t3_1armk4u | /r/LocalLLaMA/comments/1armk4u/all_the_best_tables_and_figures_from_the_gemini/ | false | false | 47 | null | ||
Mixtral-8x7B-Instruct failing as an MLflow model | 1 | We are creating a RAG ChatBot using mistralai/Mixtral-8x7B-Instruct-v0.1 from HuggingFace. This model works when instantiated normally but fails when loaded from MLflow registry with the following error:
FP4 quantization state not initialized. Please call .cuda() or .to(device) on the LinearFP4 layer first.
It lo... | 2024-02-15T18:34:53 | https://www.reddit.com/r/LocalLLaMA/comments/1armj3g/mixtral8x7binstruct_failing_as_an_mlflow_model/ | leG-M | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1armj3g | false | null | t3_1armj3g | /r/LocalLLaMA/comments/1armj3g/mixtral8x7binstruct_failing_as_an_mlflow_model/ | false | false | self | 1 | null |
Gemini is crap. | 1 | 2024-02-15T18:30:08 | kahn_01 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1armew7 | false | null | t3_1armew7 | /r/LocalLLaMA/comments/1armew7/gemini_is_crap/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'IZF8kzW3ogEKSd8G0HiJh3xSw-nm-bpz7lVkD-WyleU', 'resolutions': [{'height': 109, 'url': 'https://preview.redd.it/mtrr85qmlsic1.png?width=108&crop=smart&auto=webp&s=0a929a3170a6ceec3a9e7135bf84bf522f221d78', 'width': 108}, {'height': 218, 'url': 'https://preview.redd.it/mtrr85qmlsic1.pn... | |||
OpenAI Sora Creating video from text | 1 | Introducing Sora, our text-to-video model. Sora can generate videos up to a minute long while maintaining visual quality and adherence to the user’s prompt.
[https://openai.com/sora](https://openai.com/sora) | 2024-02-15T18:28:57 | https://www.reddit.com/r/LocalLLaMA/comments/1armdum/openai_sora_creating_video_from_text/ | deepvoice_2020 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1armdum | false | null | t3_1armdum | /r/LocalLLaMA/comments/1armdum/openai_sora_creating_video_from_text/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'Eg2wIsPwGqAS3ONSpvO0g52wjXTTIr13P-tEyoWPbe0', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/6_rrXU0hQl7m1WtRGYzPHp0RHNnnuY7ctqjMUS3zxkA.jpg?width=108&crop=smart&auto=webp&s=a9204425661f93043c8e6d794557a303a0b9b5d5', 'width': 108}, {'height': 121, 'url': 'h... |
Defining LLM Project architecture | 1 | I’m developing a project based on LLMs: ideally a chat that can interact with different APIs. To interact with such APIs, a JSON request must be formalized. Indeed, being a chat, memory is needed.
What is the best way to do so?
Currently, I have two approaches in mind
- A LLMRouter identifies one route per API + a d... | 2024-02-15T17:57:51 | https://www.reddit.com/r/LocalLLaMA/comments/1arlluk/defining_llm_project_architecture/ | DatAndre | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arlluk | false | null | t3_1arlluk | /r/LocalLLaMA/comments/1arlluk/defining_llm_project_architecture/ | false | false | self | 1 | null |
EU to make AI-generated child abuse material criminal | 1 | 2024-02-15T17:38:54 | https://ec.europa.eu/commission/presscorner/detail/en/ip_24_631 | moo9001 | ec.europa.eu | 1970-01-01T00:00:00 | 0 | {} | 1arl55t | false | null | t3_1arl55t | /r/LocalLLaMA/comments/1arl55t/eu_to_make_aigenerated_child_abuse_material/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'yqZhA9o_YVZGjmL3WXQ8GJ3ejlUxo7LSURAH7ez5mrA', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/e2t2nRfr8vjgx3WarZFKQJxaeRvpHsP5PVfaIoU42qI.jpg?width=108&crop=smart&auto=webp&s=acb34b3ca146f6019d5ec6d80f35da95d981a96b', 'width': 108}, {'height': 216, 'url': '... | ||
QLoRA memory | 1 | Just trying to understand QLoRA and why it is more memory efficient than LoRA.
From my understanding, the weights of the original model are quantized, and only the gradients of the adapters are calculated and only the adapters are updated. However during the forward and backward passes, the quantized weights must be d... | 2024-02-15T17:10:22 | https://www.reddit.com/r/LocalLLaMA/comments/1arkg2r/qlora_memory/ | monkeyofscience | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arkg2r | false | null | t3_1arkg2r | /r/LocalLLaMA/comments/1arkg2r/qlora_memory/ | false | false | self | 1 | null |
Can I get 7800 XT working for LLMs and possibly combine with 1650 | 1 | [removed] | 2024-02-15T16:59:03 | https://www.reddit.com/r/LocalLLaMA/comments/1ark5sq/can_i_get_7800_xt_working_for_llms_and_possibly/ | MegadriveMemeMachine | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ark5sq | false | null | t3_1ark5sq | /r/LocalLLaMA/comments/1ark5sq/can_i_get_7800_xt_working_for_llms_and_possibly/ | false | false | self | 1 | null |
fine tuning: which base LLM would be good | 1 | I will rent a runpod and try my hand at fine tuning an LLM. For learning. I will use textbook quality input.
I want it to be small, uncensored and technical. I was thinking a mixtral 7b variant.
Any suggestions for a base model? Also anyone have any fav YouTube videos on how to fine tune a model via the latest metho... | 2024-02-15T16:56:38 | https://www.reddit.com/r/LocalLLaMA/comments/1ark3pl/fine_tuning_which_base_llm_would_be_good/ | imightbsabot | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ark3pl | false | null | t3_1ark3pl | /r/LocalLLaMA/comments/1ark3pl/fine_tuning_which_base_llm_would_be_good/ | false | false | self | 1 | null |
Another GPU Question | 1 | May be I am dumb, but I can't find any normal tests of GPU AMD's compared to NVIDIA ones. I am thinking of getting rx 7600xt (cheapest 16gb card on the market), but don't understand how much speed will I loose compared to 4060ti 16gb. Also, is it comfortable to run LLM with AMD from windows? | 2024-02-15T16:55:34 | https://www.reddit.com/r/LocalLLaMA/comments/1ark2rz/another_gpu_question/ | Deep-Yoghurt878 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ark2rz | false | null | t3_1ark2rz | /r/LocalLLaMA/comments/1ark2rz/another_gpu_question/ | false | false | self | 1 | null |
Does anyone want to make $120 to offer me consultation on a project? | 1 | This is what I need to know:
1. Which Goliath 120b model I should use on Runpod
2. What the differences in all the quants are
3. Which GPU I should use and the relationship between GPU VRAM and model size
4. Once I have Goliath 120b up and running, how I can setup an API in python or something to loop through some que... | 2024-02-15T16:55:09 | https://www.reddit.com/r/LocalLLaMA/comments/1ark2eu/does_anyone_want_to_make_120_to_offer_me/ | 99OG121314 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ark2eu | false | null | t3_1ark2eu | /r/LocalLLaMA/comments/1ark2eu/does_anyone_want_to_make_120_to_offer_me/ | false | false | self | 1 | null |
Gemini 1.5 announced | 58 | https://blog.google/technology/ai/google-gemini-next-generation-model-february-2024/ | 2024-02-15T16:55:08 | https://www.reddit.com/r/LocalLLaMA/comments/1ark2du/gemini_15_announced/ | diovd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ark2du | false | null | t3_1ark2du | /r/LocalLLaMA/comments/1ark2du/gemini_15_announced/ | false | false | self | 58 | {'enabled': False, 'images': [{'id': 'IjnGx9RxYJAzNMSKMgX0xxlxEJDBqlMldjAbLWqhLQo', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/940z968R7mqXgmZytGXxFgB2UmIWl5HM108wFMpKKRA.jpg?width=108&crop=smart&auto=webp&s=74043ae75219e13ac7aebcf0dd8e1a7ee905d656', 'width': 108}, {'height': 112, 'url': 'h... |
What's an LLM with the best response quality? | 1 | I recently downloaded Chat with RTX, but heard that the default model (Mistral 7B) was not very good to say the least. I need an LLM which will give me the best response quality on my 4070 Ti. Instructions on how to import said model/make it work with Chat with RTX/TensorRT-LLM would be greatly appreciated. Thank you p... | 2024-02-15T16:49:26 | https://www.reddit.com/r/LocalLLaMA/comments/1arjxg2/whats_an_llm_with_the_best_response_quality/ | Worldly_Pound_7625 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arjxg2 | false | null | t3_1arjxg2 | /r/LocalLLaMA/comments/1arjxg2/whats_an_llm_with_the_best_response_quality/ | false | false | self | 1 | null |
Open Source AI Glasses Powered by OpenAI, NVision, and Perplexity: A One-Time Cost or Ongoing API Fees? | 1 | Hi everyone,
I recently stumbled upon an exciting product that caught my attention, open-source AI glasses powered by OpenAI's NVision and Perplexity, available at [https://brilliant.xyz/](https://brilliant.xyz/). These glasses promise to integrate cutting-edge AI technologies directly into our daily visual experienc... | 2024-02-15T16:25:14 | https://www.reddit.com/r/LocalLLaMA/comments/1arjcqi/open_source_ai_glasses_powered_by_openai_nvision/ | klei10 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arjcqi | false | null | t3_1arjcqi | /r/LocalLLaMA/comments/1arjcqi/open_source_ai_glasses_powered_by_openai_nvision/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '0xXOoK_5vq5Ayryrk-lrM8X-TJVzK604EwBJGLlZ4CU', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/9cNVVMEAIKElgOFXtYqM9R3AxC2osm1F43p6dWrE0dc.jpg?width=108&crop=smart&auto=webp&s=dd8bd9981ae1a094d980cf004ada3ad8004e3bc9', 'width': 108}, {'height': 121, 'url': 'h... |
[D] [P] A MultiModal Click model for UI: PTA-Text | 8 | **HuggingFace Demo:** [**https://huggingface.co/spaces/AskUI/pta-text-v0.1**](https://huggingface.co/spaces/AskUI/pta-text-v0.1)
**Model Checkpoint:** [**https://huggingface.co/AskUI/pta-text-0.1**](https://huggingface.co/AskUI/pta-text-0.1)
Hi there!
I'd like to share with you a project I recently developed. My in... | 2024-02-15T16:18:18 | https://www.reddit.com/r/LocalLLaMA/comments/1arj6ne/d_p_a_multimodal_click_model_for_ui_ptatext/ | Outlandish_MurMan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1arj6ne | false | null | t3_1arj6ne | /r/LocalLLaMA/comments/1arj6ne/d_p_a_multimodal_click_model_for_ui_ptatext/ | false | false | self | 8 | {'enabled': False, 'images': [{'id': 'C_GCRokeNwfxvVF2rJHTyZgl_VeHXuzjvgRBmwb-2zI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/IoZLQ_NqtuqZqdKr_IaCDmLNHu3FK0XGbUkprZfAaR0.jpg?width=108&crop=smart&auto=webp&s=94ad8b4c253a0b3443a341e2555af697fb8c6e50', 'width': 108}, {'height': 116, 'url': 'h... |
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