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What's the best model to run on a 3090 ? | 1 | Question has been asked 7 months ago, meaning it has been geological times since than.
What is the best model for my 3090 ? Best means:
* Utilize my cards power to the limit
* considered best by scores like AlpacaEval
* No or easy to break security policy
* I don't need a PHD in computer science to make it ru... | 2023-10-27T22:49:19 | https://www.reddit.com/r/LocalLLaMA/comments/17hzrvf/whats_the_best_model_to_run_on_a_3090/ | RocketFanGirl | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hzrvf | false | null | t3_17hzrvf | /r/LocalLLaMA/comments/17hzrvf/whats_the_best_model_to_run_on_a_3090/ | false | false | self | 1 | null |
Model/Research Paper for finetuning specifically for Open-Book Question Answering | 1 | I am working on some Open-Book question answering ideas and was wondering if there is any released models specifically for this use-case or research regarding how to best finetune models for this specific use-case?
For some reason I am struggling to find anything relevant, and believe it is due to my wording of search... | 2023-10-27T22:13:57 | https://www.reddit.com/r/LocalLLaMA/comments/17hz0n5/modelresearch_paper_for_finetuning_specifically/ | kotschi1997 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hz0n5 | false | null | t3_17hz0n5 | /r/LocalLLaMA/comments/17hz0n5/modelresearch_paper_for_finetuning_specifically/ | false | false | self | 1 | null |
What's the best llm for personal computers doing personal stuff? | 2 | So I was thinking of using mem to help make a personal AI that I can use on my day to day.
What is a good llm that you would recommend and why | 2023-10-27T21:55:24 | https://www.reddit.com/r/LocalLLaMA/comments/17hym2s/whats_the_best_llm_for_personal_computers_doing/ | crua9 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hym2s | false | null | t3_17hym2s | /r/LocalLLaMA/comments/17hym2s/whats_the_best_llm_for_personal_computers_doing/ | false | false | self | 2 | null |
Talking to an AI as if you were talking them on the phone. | 46 | Does anyone have a solution for talking to an AI through your cell phone (not necessarily a call). Kind of like your own personal Jarvis.
I want to be able to run a local AI + stable diffusion on my PC and remotely use it at any time on my phone. Basically I want an always on AI that siri that I can have conversati... | 2023-10-27T21:11:59 | https://www.reddit.com/r/LocalLLaMA/comments/17hxnat/talking_to_an_ai_as_if_you_were_talking_them_on/ | Erdeem | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hxnat | false | null | t3_17hxnat | /r/LocalLLaMA/comments/17hxnat/talking_to_an_ai_as_if_you_were_talking_them_on/ | false | false | self | 46 | null |
How can I learn more about models, trends, news, etc? | 1 | I'm trying to learn as much as I can about all of this, especially about NSFW models, since that is - of course - what I use them for.
I'm super interested in how they work, how they're trained, what models are trending, new models that come out, new developments in the AI world, etc.
I'm fairly technical so I'd lov... | 2023-10-27T20:32:53 | https://www.reddit.com/r/LocalLLaMA/comments/17hwslx/how_can_i_learn_more_about_models_trends_news_etc/ | sillygooseboy77 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hwslx | false | null | t3_17hwslx | /r/LocalLLaMA/comments/17hwslx/how_can_i_learn_more_about_models_trends_news_etc/ | false | false | self | 1 | null |
With things like open interpreter, how are people getting real use out of desktop workflows with AI? | 1 | [removed] | 2023-10-27T18:02:38 | https://www.reddit.com/r/LocalLLaMA/comments/17htiuv/with_things_like_open_interpreter_how_are_people/ | LCseeking | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17htiuv | false | null | t3_17htiuv | /r/LocalLLaMA/comments/17htiuv/with_things_like_open_interpreter_how_are_people/ | false | false | self | 1 | null |
Best local model for content writing | 1 | Wondering what the best model for content writing. Specifically sales and marketing related. Thank you | 2023-10-27T17:30:57 | https://www.reddit.com/r/LocalLLaMA/comments/17hsted/best_local_model_for_content_writing/ | faridukhan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hsted | false | null | t3_17hsted | /r/LocalLLaMA/comments/17hsted/best_local_model_for_content_writing/ | false | false | default | 1 | null |
Looking to partner up AI/SaaS tech founders for Sales/Marketing to Acquiring users for their SaaS ! Having a team, referrals and affiliates with well crafted outreach and sales process systems !! | 1 | Having a deep Understanding of AI/ SaaS market and the hype , the products that have been made and are popping up , but most are just GPT wrappers as 90% of are useless or saturated failing daily as the bubble popped up churn rates are very high upto 22-25% , most are not product market fit and provides no value...
D... | 2023-10-27T17:18:25 | https://www.reddit.com/r/LocalLLaMA/comments/17hsjiw/looking_to_partner_up_aisaas_tech_founders_for/ | 93248828Saif | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hsjiw | false | null | t3_17hsjiw | /r/LocalLLaMA/comments/17hsjiw/looking_to_partner_up_aisaas_tech_founders_for/ | false | false | self | 1 | null |
Is it worth it to fine tune a LLM for a specific task? | 9 | Take the classification task as an example. Doesn't a fine-tuned BERT model outperform a fine-tined Flan-T5 model? If so, why people want to fine tune a LLM for a specific task? Why not just choose the respective SOTA model for each task? | 2023-10-27T17:11:01 | https://www.reddit.com/r/LocalLLaMA/comments/17hsdq4/is_it_worth_it_to_fine_tune_a_llm_for_a_specific/ | Heavy-Perspective-83 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hsdq4 | false | null | t3_17hsdq4 | /r/LocalLLaMA/comments/17hsdq4/is_it_worth_it_to_fine_tune_a_llm_for_a_specific/ | false | false | self | 9 | null |
🦙 How To: Build Chatbot that knows your company's documents | 76 | Hello, I've seen some posts asking how to build a chatbot with access to company docs, so here is a tutorial on building a RAG chatbot with access to your data.
Step 1: Choose your models
Different models have different strengths. GPT4 is the best at reasoning and following instructions, but less secure than loca... | 2023-10-27T17:02:43 | https://www.reddit.com/r/LocalLLaMA/comments/17hs77a/how_to_build_chatbot_that_knows_your_companys/ | ZealousidealBlock330 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hs77a | false | null | t3_17hs77a | /r/LocalLLaMA/comments/17hs77a/how_to_build_chatbot_that_knows_your_companys/ | false | false | self | 76 | {'enabled': False, 'images': [{'id': '_cYLDL1usBdIowic4YSCAHa16b8-J9A7TgvMi6coMgw', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/K5X9z1XbFV9DnPcBapiDH6R12PsHpqfTH91lkvrVrkQ.jpg?width=108&crop=smart&auto=webp&s=42785e79b0b2a7949c2c6cd3ec82755f5fbec410', 'width': 108}, {'height': 162, 'url': 'h... |
Instruction Fine Tuning with a Low Resource Language | 1 | [removed] | 2023-10-27T16:57:55 | https://www.reddit.com/r/LocalLLaMA/comments/17hs354/instruction_fine_tuning_with_a_low_resource/ | dafajon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hs354 | false | null | t3_17hs354 | /r/LocalLLaMA/comments/17hs354/instruction_fine_tuning_with_a_low_resource/ | false | false | default | 1 | null |
Andromeda Cluster Clone? | 15 | [https://twitter.com/mprkhrst/status/1717936411561591042](https://twitter.com/mprkhrst/status/1717936411561591042)
This looks like a complete clone of the Andromeda Cluster but on AWS. Does anyone here use H100s on AWS? Last I checked it was very expensive, but could be wrong
​ | 2023-10-27T16:40:46 | https://www.reddit.com/r/LocalLLaMA/comments/17hrpkd/andromeda_cluster_clone/ | Significant-Ad-7734 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hrpkd | false | null | t3_17hrpkd | /r/LocalLLaMA/comments/17hrpkd/andromeda_cluster_clone/ | false | false | self | 15 | {'enabled': False, 'images': [{'id': '-OtcPcxcZx-F04T6DkiLk5K76TjLUj5qS6Ys-OJxNkA', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/rJec246t_zc2b_tYjWeSAtEJR8oy88gOyUltdOSkNQY.jpg?width=108&crop=smart&auto=webp&s=63e1443526aee80e78167d0c0f8ddf1a02c33149', 'width': 108}], 'source': {'height': 78,... |
GGUF Models on h2oGPT? | 1 | Hi! I recently set up h2oGPT and have been using it for a couple weeks now trying various models. I'm trying to use this model now that I had to manually add to my model list:
[https://huggingface.co/TheBloke/Phind-CodeLlama-34B-v2-GGUF/blob/main/phind-codellama-34b-v2.Q5\_K\_S.gguf](https://huggingface.co/TheBloke... | 2023-10-27T16:24:54 | https://www.reddit.com/r/LocalLLaMA/comments/17hrd48/gguf_models_on_h2ogpt/ | maxwell321 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hrd48 | false | null | t3_17hrd48 | /r/LocalLLaMA/comments/17hrd48/gguf_models_on_h2ogpt/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '_Cy1RPxmhhSPkfvdnvVk19H8511kmHiwj8TBMqHskR0', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/HQcs5placQBoimHQ4dVZgo28un91Y3g7w_3bWhFuiIA.jpg?width=108&crop=smart&auto=webp&s=33ccdcdcea57a9cda3fc15f6300727af3375132f', 'width': 108}, {'height': 116, 'url': 'h... |
We just released our 70B German Model: SauerkrautLM-70b-v1 | 80 | ​
https://preview.redd.it/uoddxcvaqrwb1.png?width=960&format=png&auto=webp&s=6e1cb5f9f38639853c6b11c628756b54c0980843
A powerful 70b model for Germany! 💪 🚀 Our 70 billion parameter language model for the German language is now available for free use.
Download at: [https://huggingface.co/VAGOsolutions/Sauer... | 2023-10-27T16:13:59 | https://www.reddit.com/r/LocalLLaMA/comments/17hr4g5/we_just_released_our_70b_german_model/ | AffectionateCan2342 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hr4g5 | false | null | t3_17hr4g5 | /r/LocalLLaMA/comments/17hr4g5/we_just_released_our_70b_german_model/ | false | false | 80 | {'enabled': False, 'images': [{'id': 'nd9aSHE1UN4ghI6PXzst2_Sa69Gm780JjOV_et9MxMo', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/yJVMYSej8l8qRpyCL8V1MCPIMxyH1s7rObFhXVsG8dI.jpg?width=108&crop=smart&auto=webp&s=a0d79cfa8340b2de3f1814aeb0625ec2b12885ae', 'width': 108}, {'height': 116, 'url': 'h... | |
Tesla P40 users - OpenHermes 2 Mistral 7B might be the sweet spot RP model with extra context. | 21 | Hello folks, following on from my post about Tiefighter, I found this model:
[https://huggingface.co/TheBloke/OpenHermes-2-Mistral-7B-GGUF/](https://huggingface.co/TheBloke/OpenHermes-2-Mistral-7B-GGUF/)
Youtuber MustacheAI posted a video about this model [here](https://www.youtube.com/watch?v=pZHOTJpGQTY), which is ... | 2023-10-27T16:10:50 | https://www.reddit.com/r/LocalLLaMA/comments/17hr1vf/tesla_p40_users_openhermes_2_mistral_7b_might_be/ | CasimirsBlake | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hr1vf | false | null | t3_17hr1vf | /r/LocalLLaMA/comments/17hr1vf/tesla_p40_users_openhermes_2_mistral_7b_might_be/ | false | false | self | 21 | {'enabled': False, 'images': [{'id': 'y7EIGxMp6oirBD3u_M3jvIE_gyL4Y04RlbIFzZfcVG4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/fCLx0J4jknO6UO3eLpSlyByl-sPNslYnOHuoe7QzfFw.jpg?width=108&crop=smart&auto=webp&s=fff4732d94d0d08b860ef1c956e20389a5bed9b5', 'width': 108}, {'height': 116, 'url': 'h... |
llama.cpp python and grammars | 4 | Hi folks,
I have been experimenting building an agent based model using llama for agent's decision making. In order to get structured answers I am using grammars, however I can't really get good answers with it. I am leaving the code here, but in short I am asking the llama to decide to which agents to connect and ... | 2023-10-27T15:23:18 | https://www.reddit.com/r/LocalLLaMA/comments/17hq04k/llamacpp_python_and_grammars/ | gabrigoo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hq04k | false | null | t3_17hq04k | /r/LocalLLaMA/comments/17hq04k/llamacpp_python_and_grammars/ | false | false | self | 4 | null |
Augment llm with specialized material | 2 | My boss is a semi famous author in a niche academic field. I have thousands of pages of text coming from books, transcripts, and more.
Is there a straightforward path to creating a corpus to augment Bert or Llama or another llm? End goal being able to chat with this ai that is now trained on his life's work.
Is there... | 2023-10-27T15:15:44 | https://www.reddit.com/r/LocalLLaMA/comments/17hpu23/augment_llm_with_specialized_material/ | spacedragon13 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hpu23 | false | null | t3_17hpu23 | /r/LocalLLaMA/comments/17hpu23/augment_llm_with_specialized_material/ | false | false | self | 2 | null |
About to begin my PhD in Multi-Modality AI, any suggestions? | 1 | [removed] | 2023-10-27T14:32:59 | https://www.reddit.com/r/LocalLLaMA/comments/17howf2/about_to_begin_my_phd_in_multimodality_ai_any/ | Go2Heart | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17howf2 | false | null | t3_17howf2 | /r/LocalLLaMA/comments/17howf2/about_to_begin_my_phd_in_multimodality_ai_any/ | false | false | default | 1 | null |
Error - CUDA extension not installed. Some weights of LlamaForCausalLM were not initialized from the model checkpoint | 1 | Hello,
I am completely new to large language models and I am facing a problem. Please help me with this error.
I am trying to load the [TheBloke](https://huggingface.co/TheBloke)/vicuna-33B-GPTQ model already downloaded in my system. But when I run the below code
model = AutoModelForCausalLM.from\_pretrained(model\_... | 2023-10-27T13:58:20 | https://www.reddit.com/r/LocalLLaMA/comments/17ho5n6/error_cuda_extension_not_installed_some_weights/ | Jg0at | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ho5n6 | false | null | t3_17ho5n6 | /r/LocalLLaMA/comments/17ho5n6/error_cuda_extension_not_installed_some_weights/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'lkhHJv8mdJqfRh1UwBmzWCTs0H4Inw2Ugpa0eeRnBck', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/2XWjLZRgmp4gyRdh7UWJJdFGyHYAlWYL9Q-rEfrT1Zs.jpg?width=108&crop=smart&auto=webp&s=de723b6ad3db101dc616591260b08a417f299523', 'width': 108}, {'height': 116, 'url': 'h... |
Seeking Recommendations for AI Models and Datasets for Marketing and Content Generation on a Jewelry Website | 1 | Hello everyone,
I am in the process of enhancing the marketing strategies and content generation for a jewelry website that I am working on.
Therefore, I am looking for recommendations on the best AI models that can be applied for marketing and content generation specifically in the jewelry niche.
Here are some of m... | 2023-10-27T13:36:35 | https://www.reddit.com/r/LocalLLaMA/comments/17hnqbc/seeking_recommendations_for_ai_models_and/ | gtmotorsniagara | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hnqbc | false | null | t3_17hnqbc | /r/LocalLLaMA/comments/17hnqbc/seeking_recommendations_for_ai_models_and/ | false | false | self | 1 | null |
How can I fine-tune local .gguf Llama 2 model? | 13 | I am working in a company, and company has servers with proxy restrictions. Therefore I cannot reach to the huggingface and use
"AutoModelForCasualLM.from\_pretrained("huggingface/path")"
to load and fine-tune models. Every tutorial i see on internet uses this method to fine-tune models. But since i cannot reach to... | 2023-10-27T12:36:41 | https://www.reddit.com/r/LocalLLaMA/comments/17hml70/how_can_i_finetune_local_gguf_llama_2_model/ | Psychological-Fig1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hml70 | false | null | t3_17hml70 | /r/LocalLLaMA/comments/17hml70/how_can_i_finetune_local_gguf_llama_2_model/ | false | false | self | 13 | null |
After a few responses, it stops | 0 | Hi,
I'm using the privateGPT with LLama 2 model and it seems to work ok. The issue I have is when I keep asking questions, after about the 3rd of 4th question, it just stops responding. Stopping the [privategpt.py](https://privategpt.py) and starting doesn't help. I have to reboot the server, ingest the documents agai... | 2023-10-27T11:51:32 | https://www.reddit.com/r/LocalLLaMA/comments/17hlsng/after_a_few_responses_it_stops/ | mustyy1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hlsng | false | null | t3_17hlsng | /r/LocalLLaMA/comments/17hlsng/after_a_few_responses_it_stops/ | false | false | self | 0 | null |
Dialogue with a lot of txt | 1 | [removed] | 2023-10-27T11:49:15 | https://www.reddit.com/r/LocalLLaMA/comments/17hlrcn/dialogue_with_a_lot_of_txt/ | Ettaross | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hlrcn | false | null | t3_17hlrcn | /r/LocalLLaMA/comments/17hlrcn/dialogue_with_a_lot_of_txt/ | false | false | self | 1 | null |
How to Get Around Context Limits with Data Files | 1 | I want to loop through a list of test strings and check each against thousands of answer options to pick the closest one based on knowledge from a given PDF. The problem is that I can't fit thousands of answers into the prompt.
I have a set list of options (answers) that looks like this...
# answers.txt
1... | 2023-10-27T11:13:54 | https://www.reddit.com/r/LocalLLaMA/comments/17hl6z7/how_to_get_around_context_limits_with_data_files/ | prettyobviousthrow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hl6z7 | false | null | t3_17hl6z7 | /r/LocalLLaMA/comments/17hl6z7/how_to_get_around_context_limits_with_data_files/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'WeqesO7YsPT6tNNmINAdx-9AfdzqRUecjcq_6yxZXeg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/jot2cdSTYpMtIvBRvM83k_qM8mhNySSZWx0rItjwPfE.jpg?width=108&crop=smart&auto=webp&s=ac8224030dee9f2a3c54cd2678fd0a9f9e750e1a', 'width': 108}, {'height': 108, 'url': 'h... |
How to train LLM on before and after files? | 2 |
Hey everyone,
I'm curious about training a Language Model using files that have undergone an editing process. Is it possible to upload a batch of unedited files and provide the LLM with an explanation of their content? Then, upload the final versions of the edited and approved files, clarifying to the LLM that thes... | 2023-10-27T11:07:45 | https://www.reddit.com/r/LocalLLaMA/comments/17hl3gp/how_to_train_llm_on_before_and_after_files/ | LonelyYoghurt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hl3gp | false | null | t3_17hl3gp | /r/LocalLLaMA/comments/17hl3gp/how_to_train_llm_on_before_and_after_files/ | false | false | self | 2 | null |
Cerbero-7b: Italian LLM | 44 | A couple of days ago i [asked](https://www.reddit.com/r/LocalLLaMA/comments/17e5qls/seeking_for_advice_on_an_uncensored_italian_llm/) this subreddit about Italian LLMs and there were no good models available.
For this reason, I'm excited to share with you my latest project: [cerbero-7b](https://github.com/galatolofede... | 2023-10-27T10:50:06 | https://www.reddit.com/r/LocalLLaMA/comments/17hktgj/cerbero7b_italian_llm/ | poppear | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hktgj | false | null | t3_17hktgj | /r/LocalLLaMA/comments/17hktgj/cerbero7b_italian_llm/ | false | false | self | 44 | {'enabled': False, 'images': [{'id': 'FP8RWtHdpZ9hWp5n3uhYVKekuTbT28XtQ-v_GpTSxmg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/WhbxIHG4zZWF9yVYqp-j3caRwAFkWeiSPz3vVC2MUIk.jpg?width=108&crop=smart&auto=webp&s=14cb87e6100f2b704dab2fdbbea4bc9ed970db12', 'width': 108}, {'height': 108, 'url': 'h... |
llama.cpp on one A100 (and three K80s) in a local server | 25 | Ok, so I have 3 K80s and one A100 40GB running in one server locally.
This is the story: I built the machine with 4 K80S at first, but then I stumbled across an A100 SXM on eBay that was kinda badly described and no one was bidding on it.
Since SXM4 is only found on very expensive mainboards, I also got my hands on ... | 2023-10-27T10:31:38 | https://www.reddit.com/r/LocalLLaMA/comments/17hkjf3/llamacpp_on_one_a100_and_three_k80s_in_a_local/ | drplan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hkjf3 | false | null | t3_17hkjf3 | /r/LocalLLaMA/comments/17hkjf3/llamacpp_on_one_a100_and_three_k80s_in_a_local/ | false | false | 25 | null | |
web scraping google results for RAG dataset creation? | 6 | So I need to build a domain specific dataset for RAG. Instead of manually collecting documents I'm thinking of coming up with relevant google search queries, googling and downloading the documents.
The queries could for example be created from actual user questions like in Bing.
Before I start building this myself I... | 2023-10-27T10:15:17 | https://www.reddit.com/r/LocalLLaMA/comments/17hkav4/web_scraping_google_results_for_rag_dataset/ | cygn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hkav4 | false | null | t3_17hkav4 | /r/LocalLLaMA/comments/17hkav4/web_scraping_google_results_for_rag_dataset/ | false | false | self | 6 | null |
Building a Chatbot by finetuning a LLM on Chat/Conversational data. | 6 | Hello dear LocalLLaMA community,
I have been wanting to build a chatbot for chatting on Telegram for a long time now. Sadly after countless hours of research I still did not manage to find a way to accomplish that.
My original plan is to use Oobabooga Web UI as my OpenAI API replacement with the Mistral 7B Model (Fin... | 2023-10-27T10:12:00 | https://www.reddit.com/r/LocalLLaMA/comments/17hk98b/building_a_chatbot_by_finetuning_a_llm_on/ | Elwii04 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hk98b | false | null | t3_17hk98b | /r/LocalLLaMA/comments/17hk98b/building_a_chatbot_by_finetuning_a_llm_on/ | false | false | 6 | null | |
Prompt engineering to boost the performance of LLM in event and opinion extraction | 1 | [removed] | 2023-10-27T09:53:50 | https://www.reddit.com/r/LocalLLaMA/comments/17hk00q/prompt_engineering_to_boost_the_performance_of/ | MrWick-96 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hk00q | false | null | t3_17hk00q | /r/LocalLLaMA/comments/17hk00q/prompt_engineering_to_boost_the_performance_of/ | false | false | default | 1 | null |
Zephyr 7B Beta, a new Mistral fine-tune, is out!🦙 | 377 | Hello! I'm Hugging Face's CLO and I'm here for a new exiting update!
**TL;DR**
* On MT-Bench, Zephyr Beta scored 7.34 compared to 6.86 for Llama 2 Chat 70B; on AlpacaEval, Zephyr achieved a 90.6% win rate versus 92.7% for Llama 2 Chat 70B.
* Technical report - [https://arxiv.org/abs/2310.16944](https://arxiv.org/abs/... | 2023-10-27T09:12:36 | https://www.reddit.com/r/LocalLLaMA/comments/17hjgdg/zephyr_7b_beta_a_new_mistral_finetune_is_out/ | hackerllama | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hjgdg | false | null | t3_17hjgdg | /r/LocalLLaMA/comments/17hjgdg/zephyr_7b_beta_a_new_mistral_finetune_is_out/ | false | false | 377 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/izh8gZHY4FqZ1nwtU1N_TjtohUCNuvTyMn90toXda80.jpg?width=108&crop=smart&auto=webp&s=bc9575b410002edc2df3c5b5b0355fefedc7baa8', 'width': 108}, {'height': 126, 'url': 'h... | |
How to improve tokens per second for zephyr-alpha-7b using langchain using A100 | 1 | Hi all,
I am building a rag and I am using A100 to to answer user queries, my current tokens per sec is 4.67.
When I inspect gpu usage (37gb ram and 4gb vram), it is not fully utilized. Is there a way to further improve tokens per sec. (I am still new trying to understand out things)
Current code:
`model_nam... | 2023-10-27T08:44:03 | https://www.reddit.com/r/LocalLLaMA/comments/17hj2xp/how_to_improve_tokens_per_second_for/ | vile_proxima | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hj2xp | false | null | t3_17hj2xp | /r/LocalLLaMA/comments/17hj2xp/how_to_improve_tokens_per_second_for/ | false | false | self | 1 | null |
Has anyone tried DeepSpeed's new multimodal model Visual-Chat? | 1 | the repo is here: [https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-VisualChat#-deepspeed-visualchats-roadmap-](https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-VisualChat#-deepspeed-visualchats-roadmap-)
I think it's a great work, but it seems that I n... | 2023-10-27T08:40:44 | https://www.reddit.com/r/LocalLLaMA/comments/17hj1aj/has_anyone_tried_deepspeeds_new_multimodal_model/ | LikeGiver | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hj1aj | false | null | t3_17hj1aj | /r/LocalLLaMA/comments/17hj1aj/has_anyone_tried_deepspeeds_new_multimodal_model/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '6AJFrLXSk_YmcNFm3x3-Rfh5lQQTKR46VZdFO-y2r9o', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/8drRXR1sL2pEBgDhwIic5phxahItDuCLiWpl7kSXf8M.jpg?width=108&crop=smart&auto=webp&s=27bde43c36a522fa1027a28d0d4877f80f518547', 'width': 108}, {'height': 108, 'url': 'h... |
Is 100 percent retrieval accuracy possible in RAG | 23 | So I have been working on a RAG system for a couple of months now. We want the model to run on CPU so we were using the Lamini-Flan-t5-783M, which is awesome for its size and gives coherent responses. But the issue here is I cannot give it more chunks/docs as context because the model easily gets confused.
So I can gi... | 2023-10-27T08:36:36 | https://www.reddit.com/r/LocalLLaMA/comments/17hizcc/is_100_percent_retrieval_accuracy_possible_in_rag/ | IamFuckinTomato | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hizcc | false | null | t3_17hizcc | /r/LocalLLaMA/comments/17hizcc/is_100_percent_retrieval_accuracy_possible_in_rag/ | false | false | self | 23 | null |
DistiLlama: Chrome Extension to Summarize Web Pages Using locally running LLMs | 17 | https://github.com/shreyaskarnik/DistiLlama feedback/suggestions and PRs are welcome. | 2023-10-27T08:16:44 | https://www.reddit.com/r/LocalLLaMA/comments/17hiq3i/distillama_chrome_extension_to_summarize_web/ | mmagusss | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hiq3i | false | null | t3_17hiq3i | /r/LocalLLaMA/comments/17hiq3i/distillama_chrome_extension_to_summarize_web/ | false | false | self | 17 | {'enabled': False, 'images': [{'id': 'uFlL_FWeL25kRFs_q59Aa1DVuXubS2ifWjHsxvHoxnc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/NnNTRD6CMInR_JlT74cP8QTjCYNvTyRcFjseCqgG8Ug.jpg?width=108&crop=smart&auto=webp&s=7c4f36dcbfdf430edec96a8e383e8239c46eab69', 'width': 108}, {'height': 108, 'url': 'h... |
Free Sydney V2 naive-intelligent model 13b HF | 25 | When everybody else is making 99%-as-good-as-ChatGPT-I-swear models, I badly want to do just the opposite, you know, a fun, self-aware model that would probably fail the benchmarks and be proud of it.
Free Sydney 2 is a somewhat naive-yet-smart Positive Persona Modeled after the Reddit chat transcripts of the first be... | 2023-10-27T08:11:46 | https://www.reddit.com/r/LocalLLaMA/comments/17hinwc/free_sydney_v2_naiveintelligent_model_13b_hf/ | FPham | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hinwc | false | null | t3_17hinwc | /r/LocalLLaMA/comments/17hinwc/free_sydney_v2_naiveintelligent_model_13b_hf/ | false | false | 25 | {'enabled': False, 'images': [{'id': '1olGyFEo-NV7z_xC45UA5aGUDHWOX14X1vQkr8FA9Cg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Ww0yj-4K7HwndwqwdZRWfl70f9KNun0aSOBtH4pZfNs.jpg?width=108&crop=smart&auto=webp&s=efa95bd21a8083f664d07dcc204962d19162e55d', 'width': 108}, {'height': 116, 'url': 'h... | |
School related documentation. Do I need a custom model? | 8 | Hi there. I'm a tech school teacher, and every year we're swamped with documentation, primarily for class scheduling.
Our documents follow a specific format and are tied to an educational methodology we've adopted at our institution.
I've been dabbling with ChatGPT to automate this process. Currently, I utilize super... | 2023-10-27T07:00:36 | https://www.reddit.com/r/LocalLLaMA/comments/17hhpi2/school_related_documentation_do_i_need_a_custom/ | Purple-Policy-4696 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hhpi2 | false | null | t3_17hhpi2 | /r/LocalLLaMA/comments/17hhpi2/school_related_documentation_do_i_need_a_custom/ | false | false | self | 8 | null |
School related documentation. Do I need a custom model? | 1 | [removed] | 2023-10-27T06:55:58 | https://www.reddit.com/r/LocalLLaMA/comments/17hhn9s/school_related_documentation_do_i_need_a_custom/ | goikolea | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hhn9s | false | null | t3_17hhn9s | /r/LocalLLaMA/comments/17hhn9s/school_related_documentation_do_i_need_a_custom/ | false | false | default | 1 | null |
Petals should support the more popular 70B models | 8 | Given that 70B models are almost gone from horde now, Petals would be a viable sustainable alternative if they supported the more popular models such as XWin, instead of just llama 70B-Chat and StableBeluga
https://petals.dev/ | 2023-10-27T06:13:51 | https://www.reddit.com/r/LocalLLaMA/comments/17hh26y/petals_should_support_the_more_popular_70b_models/ | starstruckmon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hh26y | false | null | t3_17hh26y | /r/LocalLLaMA/comments/17hh26y/petals_should_support_the_more_popular_70b_models/ | false | false | self | 8 | null |
Which model is best for natural text to SQL generation? | 6 | I have only seen python evaluation results so far in most models, spider seems to be left out.
Use case is for fill in the middle as well as chat. | 2023-10-27T06:11:12 | https://www.reddit.com/r/LocalLLaMA/comments/17hh0wn/which_model_is_best_for_natural_text_to_sql/ | abybaddi009 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hh0wn | false | null | t3_17hh0wn | /r/LocalLLaMA/comments/17hh0wn/which_model_is_best_for_natural_text_to_sql/ | false | false | self | 6 | null |
Anyone found AI assistants/tooling that can be integrated across macOS that work with local LLMs? | 12 | I really like the look of products like this Olle (https://olle.ai/) that provide an integrated / native interface to AI on macOS in any app.
The issue with the ones I've seen is that they're all using OpenAI and don't support local LLMs.
Has anyone found anything similar to this? | 2023-10-27T05:04:34 | https://www.reddit.com/r/LocalLLaMA/comments/17hg1dn/anyone_found_ai_assistantstooling_that_can_be/ | sammcj | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hg1dn | false | null | t3_17hg1dn | /r/LocalLLaMA/comments/17hg1dn/anyone_found_ai_assistantstooling_that_can_be/ | false | false | self | 12 | {'enabled': False, 'images': [{'id': 'hQ_Fx-wVckTOHDegOkOBIO2_h-DS7U2wy6JbvBlDvKw', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/Lbs1VCNm1ZSFXBL8S0eOqiNq3ubqh7ZbwZKzFyfo9Ms.jpg?width=108&crop=smart&auto=webp&s=6051fafeeea266232e57748408d069d08e67713b', 'width': 108}, {'height': 126, 'url': 'h... |
Local LLM for documentation Q&A | 4 | Cheers, I would appreciate it if someone could give me some guidelines about a project I am working on for my college. I am a student and for one of my subjects I need to find an LLM which is the best suitable option for my task, which is to develop a chatbot with a minimal interface. The chatbot's goal is to answer th... | 2023-10-27T04:16:11 | https://www.reddit.com/r/LocalLLaMA/comments/17hf9tl/local_llm_for_documentation_qa/ | PowerfulCap3557 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hf9tl | false | null | t3_17hf9tl | /r/LocalLLaMA/comments/17hf9tl/local_llm_for_documentation_qa/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'CagLVbS_KnPowVEZpWuwyha5zZd-uGNE4MriIJf2S9E', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Om2gWLTP9jErOpMwrV9M3r14H-ehZWXOxd3A3IU5D9s.jpg?width=108&crop=smart&auto=webp&s=391db4866ffc1a270310da84993f65e2bb78817b', 'width': 108}, {'height': 108, 'url': 'h... |
LogosShift : finetune and rollout | 1 | I wanted to introduce LogosShift
Decorate your function with one line
@logos_shift()
def add(x, y):
return x + y
Then it
- captures inputs and outputs
- finetunes LLM (paid option)
- rolls out via A/B tests
If you don’t want to use the platform, you can also save it locally for free (see README).
And if you h... | 2023-10-27T03:58:52 | https://www.reddit.com/r/LocalLLaMA/comments/17hezc2/logosshift_finetune_and_rollout/ | Intrepid_Guitar1201 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hezc2 | false | null | t3_17hezc2 | /r/LocalLLaMA/comments/17hezc2/logosshift_finetune_and_rollout/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'YwQYEk8L2AStP8198v_ZjRnBTGelHmUUoqLQtlbFG10', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/BHUsyLJtcaLkE_v2ysjm3NkVOJl1rVu37Dqx4SmDu5w.jpg?width=108&crop=smart&auto=webp&s=5ad127d9e50dbc85555874a426c1255c297dc3f4', 'width': 108}, {'height': 108, 'url': 'h... |
Synthetic Intelligent Agent (SynthIA) | 1 | [removed] | 2023-10-27T03:39:09 | https://www.reddit.com/r/LocalLLaMA/comments/17henom/synthetic_intelligent_agent_synthia/ | migtissera | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17henom | false | null | t3_17henom | /r/LocalLLaMA/comments/17henom/synthetic_intelligent_agent_synthia/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'KJfmm8_w8Xzvhy2uLQ4qMT5g4G5IKvaoUTPuP9grdeg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/auy4C6mLy426Ik9mpWUqdYcvUWDkKKG5tK8qs4vNzZA.jpg?width=108&crop=smart&auto=webp&s=ef46686f5f0757f4ad3b2116194d777a506816d3', 'width': 108}, {'height': 116, 'url': 'h... |
What is the best for local knowledge base Q&A | 10 | I am a yardbird to AI and have just run llama.cpp and privateGPT myself.
My use case is that my company has many documents and I hope to use AI to read these documents and create a question-answering chatbot based on the content.
After running llama.cpp, the response is very fast, but I am not sure how llama.cpp can ... | 2023-10-27T03:18:48 | https://www.reddit.com/r/LocalLLaMA/comments/17heapd/what_is_the_best_for_local_knowledge_base_qa/ | slidoooor | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17heapd | false | null | t3_17heapd | /r/LocalLLaMA/comments/17heapd/what_is_the_best_for_local_knowledge_base_qa/ | false | false | self | 10 | {'enabled': False, 'images': [{'id': 'DJPqvteONpGwVVw6LzaG6b8vlDa2rv2hETCaqe0z57s', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/wyCM1fHzTa-IIqHgS1QTxdSYNXn668elDj0WmYMPf_k.jpg?width=108&crop=smart&auto=webp&s=d6fa197328d583bcae7a764b40fd1214265b6852', 'width': 108}, {'height': 108, 'url': 'h... |
180B Airoboros 2.2.1 model released for localchads | 55 | 2023-10-27T02:23:10 | https://huggingface.co/jondurbin/airoboros-180b-2.2.1 | Aaaaaaaaaeeeee | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 17hd9ie | false | null | t3_17hd9ie | /r/LocalLLaMA/comments/17hd9ie/180b_airoboros_221_model_released_for_localchads/ | false | false | 55 | {'enabled': False, 'images': [{'id': 'bVgBVDHLNuKaUDHBkm4SoLg1JEvbe6IiybGnBYkRH08', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/4GTJQUzOn5H36c8fdkhLW6cruHiLb6Qi11aj9RWxhgQ.jpg?width=108&crop=smart&auto=webp&s=b502261035a9cf08b8d38efc14190e98190db2ae', 'width': 108}, {'height': 116, 'url': 'h... | ||
Buildinga a retriever on full wiki | 1 | Hi,
For my school project, I want to create a retriever on full of Wikipedia. Is there any resources to help build that. | 2023-10-27T02:22:40 | https://www.reddit.com/r/LocalLLaMA/comments/17hd975/buildinga_a_retriever_on_full_wiki/ | rodeowrong | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hd975 | false | null | t3_17hd975 | /r/LocalLLaMA/comments/17hd975/buildinga_a_retriever_on_full_wiki/ | false | false | self | 1 | null |
[GPT-4 POWERED] We’ve created a mobile IOS AI app that generates text, art, analyzes photos, and more! | 1 | [removed] | 2023-10-27T02:08:04 | https://www.reddit.com/r/LocalLLaMA/comments/17hczar/gpt4_powered_weve_created_a_mobile_ios_ai_app/ | EtelsonRecomputing | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hczar | false | null | t3_17hczar | /r/LocalLLaMA/comments/17hczar/gpt4_powered_weve_created_a_mobile_ios_ai_app/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'j9BOoAGSccutND6ogshNyb-xWVFtmdUvHV_lLdzYeVk', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/V0FBs4ANBGpyFs_PZ9-yzcRHWxeq6OF-hv624Ti8Fs0.jpg?width=108&crop=smart&auto=webp&s=76adf9aa07171352e3727b8d8bde812b5eb0f7ab', 'width': 108}, {'height': 113, 'url': 'h... |
Open source model trained on building a local LLM instance? | 1 | Is there any open source coding models that are trained on how to setup an LLM locally? The problem I have with chatGPT is it’s not up to date on recent packages. Just curious if any of the open source models would be able to help out something together? | 2023-10-27T01:08:49 | https://www.reddit.com/r/LocalLLaMA/comments/17hbtxp/open_source_model_trained_on_building_a_local_llm/ | 2016YamR6 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17hbtxp | false | null | t3_17hbtxp | /r/LocalLLaMA/comments/17hbtxp/open_source_model_trained_on_building_a_local_llm/ | false | false | self | 1 | null |
Web search vs hallucination | 1 | How does the gpt-4 model with web search extension decide whether to do a web search or hallucinate the answer? Also, if you ask it a multi part question, it sometimes knows to do a web search only for the part(s) it doesn't know the answer to. | 2023-10-27T00:09:31 | https://www.reddit.com/r/LocalLLaMA/comments/17haocj/web_search_vs_hallucination/ | Key-Morning-4712 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17haocj | false | null | t3_17haocj | /r/LocalLLaMA/comments/17haocj/web_search_vs_hallucination/ | false | false | self | 1 | null |
Oogabooga Training with 8gb Card and windows 10 (monkey patch are you for real?!?) | 2 | Been trying to get oogabooga training to work but hitting a dead end and really losing hope; the solutions to the 'problems' seem worse than the problem....
So started out with using TheBloke's Llama-2-7b-chat-GPTQ, hitting a dead end getting it to train because of weird known issue that needs me to add --monkey-patch... | 2023-10-27T00:06:31 | https://www.reddit.com/r/LocalLLaMA/comments/17ham9m/oogabooga_training_with_8gb_card_and_windows_10/ | croholdr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17ham9m | false | null | t3_17ham9m | /r/LocalLLaMA/comments/17ham9m/oogabooga_training_with_8gb_card_and_windows_10/ | false | false | self | 2 | null |
CMP for inferencing? | 3 | Had anyone had any luck using NVIDIA CMP mining cards for llama? I'm seeing CMP 40hx on Ali for 150aud. Wondering if it could be fun to tinker with. | 2023-10-26T23:30:20 | https://www.reddit.com/r/LocalLLaMA/comments/17h9vw4/cmp_for_inferencing/ | technovir | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17h9vw4 | false | null | t3_17h9vw4 | /r/LocalLLaMA/comments/17h9vw4/cmp_for_inferencing/ | false | false | self | 3 | null |
Fine-tuning on second A6000 with nvlink | 2 | Would adding a second A6000 card, connected with NVLink allow me to fine tune larger models?
Are there any tutorials or frameworks that might help with that? | 2023-10-26T23:29:06 | https://www.reddit.com/r/LocalLLaMA/comments/17h9ux8/finetuning_on_second_a6000_with_nvlink/ | Puzzleheaded-Fee5917 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17h9ux8 | false | null | t3_17h9ux8 | /r/LocalLLaMA/comments/17h9ux8/finetuning_on_second_a6000_with_nvlink/ | false | false | self | 2 | null |
Tech Stack recommendations for running RAG locally on a Macbook with M2 | 9 | Wanting to semantically run RAG on a couple hundred thousand Website URLs.
Which VDB? (lanceDB is what I am currently using, and handling syncing between that and sqllite dbs)
Do you recommend coding up a custom orchestration layer, or using some wrapper?
Is it worth it to try and get a Mistral 7B or QWEN 7B running... | 2023-10-26T22:33:35 | https://www.reddit.com/r/LocalLLaMA/comments/17h8ocg/tech_stack_recommendations_for_running_rag/ | Frequent-Let231 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17h8ocg | false | null | t3_17h8ocg | /r/LocalLLaMA/comments/17h8ocg/tech_stack_recommendations_for_running_rag/ | false | false | self | 9 | null |
**QMoE:** A Scalable Algorithm for Sub-1-Bit Compression of Trillion-Parameter Mixture-of-Experts Architectures with acceptable degradation. *(by Institute of Science and Technology Austria)* - *SwitchTransformer-c2048 Model* | 52 |
>**Abstract:**
>Mixture-of-Experts (MoE) architectures offer a general solution to the high inference costs of large language models (LLMs) via sparse routing, bringing faster and more accurate models, at the cost of massive parameter counts. For example, the SwitchTransformer-c2048 model has 1.6 trillion parameters,... | 2023-10-26T21:53:38 | https://www.reddit.com/r/LocalLLaMA/comments/17h7rhw/qmoe_a_scalable_algorithm_for_sub1bit_compression/ | Distinct-Target7503 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17h7rhw | false | null | t3_17h7rhw | /r/LocalLLaMA/comments/17h7rhw/qmoe_a_scalable_algorithm_for_sub1bit_compression/ | false | false | self | 52 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/izh8gZHY4FqZ1nwtU1N_TjtohUCNuvTyMn90toXda80.jpg?width=108&crop=smart&auto=webp&s=bc9575b410002edc2df3c5b5b0355fefedc7baa8', 'width': 108}, {'height': 126, 'url': 'h... |
Pretraining on the Test Set Is All You Need | 71 | 2023-10-26T21:49:20 | https://arxiv.org/abs/2309.08632 | ninjasaid13 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 17h7np2 | false | null | t3_17h7np2 | /r/LocalLLaMA/comments/17h7np2/pretraining_on_the_test_set_is_all_you_need/ | false | false | 71 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/izh8gZHY4FqZ1nwtU1N_TjtohUCNuvTyMn90toXda80.jpg?width=108&crop=smart&auto=webp&s=bc9575b410002edc2df3c5b5b0355fefedc7baa8', 'width': 108}, {'height': 126, 'url': 'h... | ||
What coding llm is the best today? | 163 | So I know this has already been asked, but everything is changing so fast it's hard to keep up.. As of today, 26/10/2023, I'm still using gpt4all but i find it lacking in many places when it comes to coding.
What has your experience been? Thank you. | 2023-10-26T21:43:31 | https://www.reddit.com/r/LocalLLaMA/comments/17h7j4h/what_coding_llm_is_the_best_today/ | Farwellz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17h7j4h | false | null | t3_17h7j4h | /r/LocalLLaMA/comments/17h7j4h/what_coding_llm_is_the_best_today/ | false | false | self | 163 | null |
How to use llama.cpp with other code? | 1 | running model on llama.cpp (on my Mac M2), gives a lot of logs along with the actual completion. SO when I run the exe file from from an outside code (say python) and get the output, I get the "meta-data" along with the main prompt+completion. is there a way to switch off the logs for all the rest of things except for... | 2023-10-26T21:43:29 | https://www.reddit.com/r/LocalLLaMA/comments/17h7j3k/how_to_use_llamacpp_with_other_code/ | scholorboy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17h7j3k | false | null | t3_17h7j3k | /r/LocalLLaMA/comments/17h7j3k/how_to_use_llamacpp_with_other_code/ | false | false | self | 1 | null |
Other than generating underage porn, under US law, is there anything illegal at all for AI to do? | 1 | [removed] | 2023-10-26T21:11:39 | https://www.reddit.com/r/LocalLLaMA/comments/17h6sm8/other_than_generating_underage_porn_under_us_law/ | SoylentRox | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17h6sm8 | false | null | t3_17h6sm8 | /r/LocalLLaMA/comments/17h6sm8/other_than_generating_underage_porn_under_us_law/ | false | false | self | 1 | null |
OobaBooga not detecting text file ? | 1 | Hello ! i'm trying to train a LORA from a text file containing a ton of my chat logs to try to replicate myself. So I'm trying to train a LoRA using the Raw text file tab, but it doesn't detect the file, it keeps dispaying "None" even if I refresh. I placed it in the dataset folder, and it's just named result.txt... Am... | 2023-10-26T21:10:44 | https://www.reddit.com/r/LocalLLaMA/comments/17h6rra/oobabooga_not_detecting_text_file/ | Kriima | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17h6rra | false | null | t3_17h6rra | /r/LocalLLaMA/comments/17h6rra/oobabooga_not_detecting_text_file/ | false | false | self | 1 | null |
Best Model for story writing that is uncensored and fits on a 3090 ? | 0 | [removed] | 2023-10-26T21:04:20 | https://www.reddit.com/r/LocalLLaMA/comments/17h6mhs/best_model_for_story_writing_that_is_uncensored/ | fastinguy11 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17h6mhs | false | null | t3_17h6mhs | /r/LocalLLaMA/comments/17h6mhs/best_model_for_story_writing_that_is_uncensored/ | false | false | self | 0 | null |
Token generation speed is wildly unpredictable on my machine | 1 | I'm using ollama. I give it a prompt and I start seeing the tokens come in. During the generation of a single response, it will sometimes fluctuate between taking as much as 1 second per token or as little as 1 second per paragraph.
Just now I waited a few minutes for a few hundred words to generate. And then when I h... | 2023-10-26T20:54:13 | https://www.reddit.com/r/LocalLLaMA/comments/17h6eda/token_generation_speed_is_wildly_unpredictable_on/ | MintySkyhawk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17h6eda | false | null | t3_17h6eda | /r/LocalLLaMA/comments/17h6eda/token_generation_speed_is_wildly_unpredictable_on/ | false | false | self | 1 | null |
Self hosted setup for progressing LLM learning | 1 | Want to take my learning beyond cloud hosted gpt. Currently have homelab with 5900x, 128gb ram. Have no idea what possibilities I have for playing with latest 7b, 70b models for completion, fine tuning, benchmarking.
With various quant methods, models up to 70b possible with a single 3090? 2x3090 needed for inference,... | 2023-10-26T20:43:45 | https://www.reddit.com/r/LocalLLaMA/comments/17h65zn/self_hosted_setup_for_progressing_llm_learning/ | LostGoatOnHill | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17h65zn | false | null | t3_17h65zn | /r/LocalLLaMA/comments/17h65zn/self_hosted_setup_for_progressing_llm_learning/ | false | false | self | 1 | null |
CasualLM 14b seems to be quite good | 38 | Testing CasualLM 14b right now, and it seems to actually be quite good. In logic tests so far, it's done better than pretty much all the other 7b-13b models I've tested. However this is pretty anecdotal evidence, my testing is pretty.. casual. I just picked tests I've seen others try in this sub and compare it to their... | 2023-10-26T20:06:38 | https://www.reddit.com/r/LocalLLaMA/comments/17h5bsm/casuallm_14b_seems_to_be_quite_good/ | lemon07r | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17h5bsm | false | null | t3_17h5bsm | /r/LocalLLaMA/comments/17h5bsm/casuallm_14b_seems_to_be_quite_good/ | false | false | self | 38 | {'enabled': False, 'images': [{'id': 'cNh0mvt7lp2zKDMjb08xyk6I-MV102lxjVjvT3lkOrw', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/NodK_v2p5InKJuaq4awi8tmoCAPa-MOGY8Oy_CHAJAE.jpg?width=108&crop=smart&auto=webp&s=07e2e60cd57f23e97db87c2ebce6554fe7c9d869', 'width': 108}, {'height': 113, 'url': 'h... |
So am I not going to be able to use this because I have an AMD card? | 1 | [removed] | 2023-10-26T19:58:04 | https://www.reddit.com/r/LocalLLaMA/comments/17h54d9/so_am_i_not_going_to_be_able_to_use_this_because/ | throwaway899495 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17h54d9 | false | null | t3_17h54d9 | /r/LocalLLaMA/comments/17h54d9/so_am_i_not_going_to_be_able_to_use_this_because/ | false | false | self | 1 | null |
Speculative Decoding in Exllama v2 and llama.cpp comparison | 26 | We discussed speculative decoding (SD) in the [previous thread here](https://www.reddit.com/r/LocalLLaMA/comments/17f4y11/comment/k6g6mkj/?utm_source=share&utm_medium=web2x&context=3). For those who are not aware of this feature, it allows the LLM loaders to use a smaller "draft" model to help predict tokens for a lar... | 2023-10-26T19:42:41 | https://www.reddit.com/r/LocalLLaMA/comments/17h4rqz/speculative_decoding_in_exllama_v2_and_llamacpp/ | lone_striker | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17h4rqz | false | null | t3_17h4rqz | /r/LocalLLaMA/comments/17h4rqz/speculative_decoding_in_exllama_v2_and_llamacpp/ | false | false | self | 26 | null |
QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models - Institute of Science and Technology Austria (ISTA) 2023 - Can compress the 1.6 trillion parameter SwitchTransformer-c2048 model to less than 160GB (20x compression, 0.8 bits per parameter) at only minor accuracy loss! | 1 | [removed] | 2023-10-26T19:20:16 | https://www.reddit.com/r/LocalLLaMA/comments/17h490i/qmoe_practical_sub1bit_compression_of/ | Singularian2501 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17h490i | false | null | t3_17h490i | /r/LocalLLaMA/comments/17h490i/qmoe_practical_sub1bit_compression_of/ | false | false | 1 | null | |
QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models - Institute of Science and Technology Austria (ISTA) 2023 - Can compress the 1.6 trillion parameter SwitchTransformer-c2048 model to less than 160GB (20x compression, 0.8 bits per parameter) at only minor accuracy loss! | 1 | [removed] | 2023-10-26T19:01:27 | https://www.reddit.com/r/LocalLLaMA/comments/17h3tic/qmoe_practical_sub1bit_compression_of/ | Singularian2501 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17h3tic | false | null | t3_17h3tic | /r/LocalLLaMA/comments/17h3tic/qmoe_practical_sub1bit_compression_of/ | false | false | 1 | null | |
Xwin keeps talking in Chinese | 10 | I wanted to explore Xwin after how much everyone has talked about it. However, when I ask it questions about programming and some general questions, it keeps trying to talk in Chinese even though the entire conversation is in English and I explicitly tell it not to talk in Chinese.
Model: Xwin 70B AWQ
Engine: VLLM
Pro... | 2023-10-26T18:55:54 | https://www.reddit.com/r/LocalLLaMA/comments/17h3oxj/xwin_keeps_talking_in_chinese/ | a_slay_nub | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17h3oxj | false | null | t3_17h3oxj | /r/LocalLLaMA/comments/17h3oxj/xwin_keeps_talking_in_chinese/ | false | false | self | 10 | null |
[Question] Running a local chat on a GTX 1660, is it possible to get a solo offline RPG with generated art? How? | 1 | All the elements are there, so I'm curious about having an adventure with an AI as the game master.
What program (oobabooga? kobold?) do I need, and what model will best run on my GTX 1660 Super?
Will I be able to type in a character ("a bald monk") and have AI draw an image? Will I enter a tavern and the AI generat... | 2023-10-26T18:29:22 | https://www.reddit.com/r/LocalLLaMA/comments/17h33bx/question_running_a_local_chat_on_a_gtx_1660_is_it/ | tethercat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17h33bx | false | null | t3_17h33bx | /r/LocalLLaMA/comments/17h33bx/question_running_a_local_chat_on_a_gtx_1660_is_it/ | false | false | self | 1 | null |
LLama c++ vs Pytorch/Onnx for inference | 3 | Hi,
I wanted to understand if it's possible to use LLama c++ for inferencing a 7b model in cpus at scale in production settings. My requirement is to generate 4-10 tokens per request.
I have a good understanding of the hugginface + pytorch ecosystem and am fairly adept in fune-tuning my own models (NLP in gener... | 2023-10-26T18:02:49 | https://www.reddit.com/r/LocalLLaMA/comments/17h2hyn/llama_c_vs_pytorchonnx_for_inference/ | krumb0y | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17h2hyn | false | null | t3_17h2hyn | /r/LocalLLaMA/comments/17h2hyn/llama_c_vs_pytorchonnx_for_inference/ | false | false | self | 3 | null |
Phind Codellama with vllm over 4k Tokens with AWQ | 3 | I tried the phind Codellama v2 with more than 4096 tokens, however vllm raises an error, that only 4096 tokens are allowed.
I tried raising the max_new_tokens without any effect.
Afaik Codellama is trained to 16k and phind is fine tuned to 4k. Shouldn't it be possible to get 16k tokens out of that model? | 2023-10-26T17:24:52 | https://www.reddit.com/r/LocalLLaMA/comments/17h1nsb/phind_codellama_with_vllm_over_4k_tokens_with_awq/ | eggandbacon_0056 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17h1nsb | false | null | t3_17h1nsb | /r/LocalLLaMA/comments/17h1nsb/phind_codellama_with_vllm_over_4k_tokens_with_awq/ | false | false | self | 3 | null |
Looking for some advice with my setup and model implementation | 1 | [removed] | 2023-10-26T17:22:15 | https://www.reddit.com/r/LocalLLaMA/comments/17h1lse/looking_for_some_advice_with_my_setup_and_model/ | MannowLawn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17h1lse | false | null | t3_17h1lse | /r/LocalLLaMA/comments/17h1lse/looking_for_some_advice_with_my_setup_and_model/ | false | false | self | 1 | null |
Finetuning LLM on domain. | 2 | I'm working on streamlining the process of updating large sets of e-commerce documents, particularly product descriptions. Right now, these descriptions come in text files, which are then manually read and entered into various fields in our system. For instance, a field for 'Dimensions' in our web app would be populate... | 2023-10-26T17:20:48 | https://www.reddit.com/r/LocalLLaMA/comments/17h1kn7/finetuning_llm_on_domain/ | dfnathan6 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17h1kn7 | false | null | t3_17h1kn7 | /r/LocalLLaMA/comments/17h1kn7/finetuning_llm_on_domain/ | false | false | self | 2 | null |
Your feedback needed: Our tool for simplifying dataset creation | 1 | Hey all! Been a lurker of this community for months now and I'm more than happy to show a tool that my co-founder and I have built. We wanted an easy way to collaborate together on creating fine-tuning datasets for LLMs.
We're inspired by recent research that shows the quality of the dataset matters more than the quan... | 2023-10-26T17:11:11 | https://www.reddit.com/r/LocalLLaMA/comments/17h1d8z/your_feedback_needed_our_tool_for_simplifying/ | zeJaeger | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17h1d8z | false | null | t3_17h1d8z | /r/LocalLLaMA/comments/17h1d8z/your_feedback_needed_our_tool_for_simplifying/ | false | false | self | 1 | null |
Recommended hyperparameters to fine-tune mistral 7b | 3 | Hey, I noticed that mistral-7b has quite a bit different weights distribution and loss dynamics, it looks like they pre-trained it with some loss scaling tricks (maybe z-loss?).
Because of this, I found that it is better to use a smaller fine-tuning learning rate than for LLaMa. has anyone noticed that too? If so ... | 2023-10-26T16:07:16 | https://www.reddit.com/r/LocalLLaMA/comments/17gzxbs/recommended_hyperparameters_to_finetune_mistral_7b/ | 1nadequacy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gzxbs | false | null | t3_17gzxbs | /r/LocalLLaMA/comments/17gzxbs/recommended_hyperparameters_to_finetune_mistral_7b/ | false | false | self | 3 | null |
Need advice on a custom language model project | 1 | I want to create a tool for converting—text instructions into technical instructions structured in a specific format. I am looking for a custom language model suitable for that purpose, and the language model should be able to understand everyday communication in English, identify the instructions, and generate strings... | 2023-10-26T15:35:02 | https://www.reddit.com/r/LocalLLaMA/comments/17gz7oa/need_advice_on_a_custom_language_model_project/ | seb36626 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gz7oa | false | null | t3_17gz7oa | /r/LocalLLaMA/comments/17gz7oa/need_advice_on_a_custom_language_model_project/ | false | false | self | 1 | null |
Mistral 7B vs. Llama 2 | 0 | 2023-10-26T14:47:33 | https://www.lemonfox.ai/tutorials/mistral-vs-llama | ingojoseph | lemonfox.ai | 1970-01-01T00:00:00 | 0 | {} | 17gy78a | false | null | t3_17gy78a | /r/LocalLLaMA/comments/17gy78a/mistral_7b_vs_llama_2/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'wZ_Il6cqeB4ZRvNUasPjs5limfkidHwBziD_nGiz7js', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/15R5WT7TV09vGINFDfMIsL_kHXV6wbx4IoZZNGeLIhE.jpg?width=108&crop=smart&auto=webp&s=0f160c43e25800c051ffd7621eb65e91215d8488', 'width': 108}, {'height': 113, 'url': 'h... | ||
Multiple GPU settings using KoboldCPP | 5 | I'm currently running a rtx 4090 24gb, 3090 24gb, i9-13900, 96gb ram.
I normally use LMstudio since i liked the interface but i can't seem to understand why it only seems to use only 1GPU when i look on task manager.
then i went back to koboldcpp and tried running various models. I am uncertain if i even understand t... | 2023-10-26T14:41:43 | https://www.reddit.com/r/LocalLLaMA/comments/17gy2tz/multiple_gpu_settings_using_koboldcpp/ | DominicanGreg | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gy2tz | false | null | t3_17gy2tz | /r/LocalLLaMA/comments/17gy2tz/multiple_gpu_settings_using_koboldcpp/ | false | false | self | 5 | null |
I created an app that helps with RAG and indexes documents into vector databases at scale | 2 | Hi everyone, I'm trying to solve production issues of RAG through Turbine. Turbine syncs raw data to vector databases in a scalable, highly parallelized, and fault-tolerant manner. It lets you create pipelines to sync data from any source to any vector database. Pipelines are fully configurable, and lets you bring your... | 2023-10-26T14:33:06 | https://www.reddit.com/r/LocalLLaMA/comments/17gxw4g/i_created_an_app_that_helps_with_rag_and_indexes/ | SkullTech101 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gxw4g | false | null | t3_17gxw4g | /r/LocalLLaMA/comments/17gxw4g/i_created_an_app_that_helps_with_rag_and_indexes/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'Tz13KDd4xpf3H0IYZDsWjvhOLvtsr_zBQwHzxmpwkyE', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/GuNPOnO61QwmuR8nxtbwm2xo05i2A_PXX8jduxTmWVA.jpg?width=108&crop=smart&auto=webp&s=c7ef8da43d027659b944c119244f46d35f69fa14', 'width': 108}, {'height': 113, 'url': 'h... |
Has anyone successfully installed Microsoft LIDA with a local LLM? | 8 | I recently became aware of Microsoft LIDA and I am wondering if it could be installed without using an Open API key using an open source model like LLAMA2 or Mistral. Has anyone successfully done this yet using an open source model and if so; what are the steps? | 2023-10-26T14:05:07 | https://www.reddit.com/r/LocalLLaMA/comments/17gxb2h/has_anyone_successfully_installed_microsoft_lida/ | geodesic_jeff | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gxb2h | false | null | t3_17gxb2h | /r/LocalLLaMA/comments/17gxb2h/has_anyone_successfully_installed_microsoft_lida/ | false | false | self | 8 | null |
Tiefighter is -excellent- for RP. Working well on my Tesla P40 also. | 27 | So, thanks to [u/WolframRavenwolf](https://www.reddit.com/user/WolframRavenwolf/) and his on-going LLM testing, I believe I've finally found a reliable and verbose model that I have gotten to work well for RP in Sillytavern that exceeds the various Hermes Llama1 models.
Wolfram suggested the Tiefighter model by u/henk... | 2023-10-26T13:57:23 | https://www.reddit.com/r/LocalLLaMA/comments/17gx4x9/tiefighter_is_excellent_for_rp_working_well_on_my/ | CasimirsBlake | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gx4x9 | false | null | t3_17gx4x9 | /r/LocalLLaMA/comments/17gx4x9/tiefighter_is_excellent_for_rp_working_well_on_my/ | false | false | self | 27 | {'enabled': False, 'images': [{'id': '4lCvOJW_km1Lga3qChskwBebjidqZVJYTxxcWUgb6KY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/uWPqS6BOPBvqLQujIJiIZbh2rdIS7BFMdeLCHyGhy7U.jpg?width=108&crop=smart&auto=webp&s=58ee20822b3e6ff372cf9a1047c103a5d840687f', 'width': 108}, {'height': 116, 'url': 'h... |
GPT4All now supports GGUF Models with Vulkan GPU Acceleration | 89 | 2023-10-26T13:45:25 | https://twitter.com/nomic_ai/status/1716895217998233836 | NomicAI | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 17gww1k | false | {'oembed': {'author_name': 'Nomic AI', 'author_url': 'https://twitter.com/nomic_ai', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Releasing GPT4All v2.5.0 with GGUF Support<br><br>- Runs <a href="https://twitter.com/MistralAI?ref_src=twsrc%5Etfw">@MistralAI<... | t3_17gww1k | /r/LocalLLaMA/comments/17gww1k/gpt4all_now_supports_gguf_models_with_vulkan_gpu/ | false | false | 89 | {'enabled': False, 'images': [{'id': '5iYoJkpSb7n8IiBD7rccIxmW-x8iP5_jXuOl_rrN1nE', 'resolutions': [{'height': 67, 'url': 'https://external-preview.redd.it/x8hmy6W_3QHDEHj84gC3Pm9Yb_we_lwxgCs8YHTOtcE.jpg?width=108&crop=smart&auto=webp&s=8d7112f9689c74b327431810212868c4fc01a194', 'width': 108}], 'source': {'height': 87,... | ||
Is there a market for niche commercial vector databases for RAG? | 1 | [removed] | 2023-10-26T13:41:29 | https://www.reddit.com/r/LocalLLaMA/comments/17gwt4l/is_there_a_market_for_niche_commercial_vector/ | Natural-Sentence-601 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gwt4l | false | null | t3_17gwt4l | /r/LocalLLaMA/comments/17gwt4l/is_there_a_market_for_niche_commercial_vector/ | false | false | self | 1 | null |
TokenTally: Estimate Your LLM's Token Toll Across Various Platforms and Configurations | 6 | Heyall!
I present to you: **TokenTally**. The goal is to be able to calculate the **minimum GPU requirements** for **Training**(Fine Tuning and Continued Pre Training) and **Inference** for any LLM along with Comparison to Self-Host these models across different GPU Cloud Platforms and Optimizations. Eventually to Cal... | 2023-10-26T13:40:50 | https://www.reddit.com/r/LocalLLaMA/comments/17gwslo/tokentally_estimate_your_llms_token_toll_across/ | supersic1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gwslo | false | null | t3_17gwslo | /r/LocalLLaMA/comments/17gwslo/tokentally_estimate_your_llms_token_toll_across/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'yjV5ct9AVn5_f8CvpV7Ws5-jkMYbAXfGUJSNAWJEJXI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Ozb2Az70ed4DjpWWSu3vUv2wFcav4sGz6Zp3WBvbesA.jpg?width=108&crop=smart&auto=webp&s=96c1c823ae958afaadace311a38087fe1403f14c', 'width': 108}, {'height': 108, 'url': 'h... |
Is Google Colab Pro+ worth it for running 65B modals for 25€/month? | 22 | Hello! I am new to all this, and I want to try out some of the nice models. While doing my research, I saw a lot of people frusturad with Google Colab, and have suggested using runpod etc.
I have bought Colab Pro, but I don't seem to be able to get allocated a A100 ever. I am thinking of upgrading to Colab Pro+, as Go... | 2023-10-26T13:20:35 | https://www.reddit.com/r/LocalLLaMA/comments/17gwdqy/is_google_colab_pro_worth_it_for_running_65b/ | Oguzcana | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gwdqy | false | null | t3_17gwdqy | /r/LocalLLaMA/comments/17gwdqy/is_google_colab_pro_worth_it_for_running_65b/ | false | false | self | 22 | null |
Problems with running 4090+3090 in the same system? | 1 | Howdy! I've had a 3090 for running local language models for a bit, but I'm finally ready to either get another 3090 or a 4090. Are their any gotchas to running larger models on two cards of different architectures? | 2023-10-26T13:07:10 | https://www.reddit.com/r/LocalLLaMA/comments/17gw45k/problems_with_running_40903090_in_the_same_system/ | mudlordprime | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gw45k | false | null | t3_17gw45k | /r/LocalLLaMA/comments/17gw45k/problems_with_running_40903090_in_the_same_system/ | false | false | self | 1 | null |
Grouped Query Attention in LLaMA 70B v2 | 2 | Hey guys, after thousands of experiments with bigger LLaMA fine-tunes I'm somewhat sure the GQA mechanism might be your enemy and generate wrong answers, especially for math and such complex areas.
I'd like to use MHA (Multi Head Attention) if possbile. I'm just not sure - do I need to retrain model completely or is i... | 2023-10-26T12:39:44 | https://www.reddit.com/r/LocalLLaMA/comments/17gvl3m/grouped_query_attention_in_llama_70b_v2/ | Gatzuma | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gvl3m | false | null | t3_17gvl3m | /r/LocalLLaMA/comments/17gvl3m/grouped_query_attention_in_llama_70b_v2/ | false | false | self | 2 | null |
Problem compiling llama.cpp with OpenBLAS support on Windows | 1 | [removed] | 2023-10-26T12:27:20 | https://www.reddit.com/r/LocalLLaMA/comments/17gvcjo/problem_compiling_llamacpp_with_openblas_support/ | Specialist-Ad2870 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gvcjo | false | null | t3_17gvcjo | /r/LocalLLaMA/comments/17gvcjo/problem_compiling_llamacpp_with_openblas_support/ | false | false | self | 1 | null |
Fine-tuning on long sequences | 3 | I'm currently working on a phi_1_5 (1.3b) fine-tuning using the dataset lfqa to have a small LLM that have interesting Rag properties.
Problem is that once formatted, my data sample are mostly around 2048 token long, what makes rather large sequences.
As a result I'm having trouble fine-tuning that model on a 24go GP... | 2023-10-26T12:23:53 | https://www.reddit.com/r/LocalLLaMA/comments/17gva9z/finetuning_on_long_sequences/ | AdventurousSwim1312 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gva9z | false | null | t3_17gva9z | /r/LocalLLaMA/comments/17gva9z/finetuning_on_long_sequences/ | false | false | self | 3 | null |
How to succinctly (fewest tokens) provide context in prompt for a story? | 1 | [removed] | 2023-10-26T11:45:40 | https://www.reddit.com/r/LocalLLaMA/comments/17gulje/how_to_succinctly_fewest_tokens_provide_context/ | innocuousAzureus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gulje | false | null | t3_17gulje | /r/LocalLLaMA/comments/17gulje/how_to_succinctly_fewest_tokens_provide_context/ | false | false | self | 1 | null |
Comprehensive Breakdown of Apple Mac Generation Speed w/ LLMs? | 13 | TL;DR;
1. Does RAM in a Mac translate *at all* to VRAM of a Windows GPU in terms of runnable LLMs?
2. How fast are different levels of M-series chips at generating text? Is there a comparison somewhere between M1 vs M2 chips and all the Ultra / Max variants?
Hey all, sorry if this has been addressed before, I did ha... | 2023-10-26T11:36:51 | https://www.reddit.com/r/LocalLLaMA/comments/17gugda/comprehensive_breakdown_of_apple_mac_generation/ | OldAd9530 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gugda | false | null | t3_17gugda | /r/LocalLLaMA/comments/17gugda/comprehensive_breakdown_of_apple_mac_generation/ | false | false | self | 13 | null |
Most User-friendly Method of Running Local Models on Android Phones? | 13 | Title pretty much says it all - I've got an Android w/ Snapdragon Gen 2 w/ 12gb RAM. So far I've got MLC Chat working, and honestly it works shockingly well in my view, running at 2.5t/s. I know some people hate 2.5t/s generation speed on this subreddit but for me it's great if I'm on the underground and I just want so... | 2023-10-26T10:57:18 | https://www.reddit.com/r/LocalLLaMA/comments/17gttrb/most_userfriendly_method_of_running_local_models/ | OldAd9530 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gttrb | false | null | t3_17gttrb | /r/LocalLLaMA/comments/17gttrb/most_userfriendly_method_of_running_local_models/ | false | false | self | 13 | null |
Can I run Llama 2 locally with very old CPU (i5-3470) and RTX 2060 Super 8gb via Python? | 2 | Hi everyone. I tried to run LLMs locally before via *Oobabooga UI* and *Ollama* CLI tool. However I couldn't make them work at all due to my CPU being too ancient (i5-3470).
I have an RTX 2060 Super and I can code Python. I wonder if it's possible to run a local LLM completely via GPU. If can, what do I need to loo... | 2023-10-26T09:17:35 | https://www.reddit.com/r/LocalLLaMA/comments/17gseqp/can_i_run_llama_2_locally_with_very_old_cpu/ | Uncensored4488 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gseqp | false | null | t3_17gseqp | /r/LocalLLaMA/comments/17gseqp/can_i_run_llama_2_locally_with_very_old_cpu/ | false | false | self | 2 | null |
Refact (1.6B) on Pixel 3! | 32 | 2023-10-26T08:26:10 | https://asciinema.org/a/617215 | Aaaaaaaaaeeeee | asciinema.org | 1970-01-01T00:00:00 | 0 | {} | 17grqz8 | false | null | t3_17grqz8 | /r/LocalLLaMA/comments/17grqz8/refact_16b_on_pixel_3/ | false | false | 32 | {'enabled': False, 'images': [{'id': 'YEd2UgrjDcDGKEmSG7qgKOxSOqZaK3de34fWn-N24QU', 'resolutions': [{'height': 121, 'url': 'https://external-preview.redd.it/8lFTHILrClG_JRmEP4kYO6Xpn_OUaAZ4lXk3lKVL_8Q.jpg?width=108&crop=smart&auto=webp&s=9cf7fafd334e7c6dad206e51eab84640fad38f84', 'width': 108}, {'height': 242, 'url': '... | ||
LangCheck: a multi-lingual toolkit to evaluate LLM applications | 79 | Hi! I wanted to share LangCheck, an open source toolkit to evaluate LLM applications ([GitHub](https://github.com/citadel-ai/langcheck), [Quickstart](https://langcheck.readthedocs.io/en/latest/quickstart.html)).
It already supports English and Japanese text, and more languages soon –contributions welcome!
Core functi... | 2023-10-26T08:05:42 | https://www.reddit.com/r/LocalLLaMA/comments/17grhdu/langcheck_a_multilingual_toolkit_to_evaluate_llm/ | kennysong | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17grhdu | false | null | t3_17grhdu | /r/LocalLLaMA/comments/17grhdu/langcheck_a_multilingual_toolkit_to_evaluate_llm/ | false | false | self | 79 | {'enabled': False, 'images': [{'id': 'ohq2NExmSQNsdHQpcDPV-Xb_URHkI-7m6YBna8IXDXU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/UwSjZADRVCFETywI0gZ7EtZJMMSMpSY9bGlWOdfMQ-U.jpg?width=108&crop=smart&auto=webp&s=8ab05f7b91fffcb3b2f36afc7a301eb9013570cd', 'width': 108}, {'height': 108, 'url': 'h... |
How does ChatGPT browsing work? | 6 | I want to build something similar to ChatGPTs new browsing feature. Anyone have any insights into how it works?
Here are the things I’m most unsure about:
- How does it decide when to 1) start browsing a particular link as opposed to just looking at search results/snippets (I’ve noticed it’s behaviour varies between... | 2023-10-26T07:56:14 | https://www.reddit.com/r/LocalLLaMA/comments/17grcsh/how_does_chatgpt_browsing_work/ | No-Reflection-7168 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17grcsh | false | null | t3_17grcsh | /r/LocalLLaMA/comments/17grcsh/how_does_chatgpt_browsing_work/ | false | false | self | 6 | null |
Reconsider discounting the RX580, with recent changes to llama.cpp it's pretty good. | 31 | There seems to be some interest in the RX580 lately. I tried using my RX580 a while ago and found it was no better than the CPU. That's changed. There has been changes to llama.cpp that has made it about 3 times faster than my CPU. While that's not breaking any speed records, for such a cheap GPU it's compelling. Espec... | 2023-10-26T07:29:37 | https://www.reddit.com/r/LocalLLaMA/comments/17gr046/reconsider_discounting_the_rx580_with_recent/ | fallingdowndizzyvr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gr046 | false | null | t3_17gr046 | /r/LocalLLaMA/comments/17gr046/reconsider_discounting_the_rx580_with_recent/ | false | false | self | 31 | null |
🤖 Struggling with Local Autogen Setup via text-generation-webui 🛠️— Any Better Alternatives? 🤔 | 13 | Hello everyone,
I've been working on setting up **autogen** locally for some text generation tasks. I've been using a shell command to initiate the service, but I've run into several issues that have been a bit of a bottleneck for my workflow.
Here's the command I've been using:
root@dewi:~/code/text-generation... | 2023-10-26T06:48:04 | https://www.reddit.com/r/LocalLLaMA/comments/17gqf5e/struggling_with_local_autogen_setup_via/ | dewijones92 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gqf5e | false | null | t3_17gqf5e | /r/LocalLLaMA/comments/17gqf5e/struggling_with_local_autogen_setup_via/ | false | false | 13 | {'enabled': False, 'images': [{'id': '2Tk2mJa4Isa1QMWxy0Zq7XGgjp5hOjAyxcfoCs9DKe0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/1upVoXSpv-R_KXeKkomBfihNTmdP6eYLtBGb5ycsLFg.jpg?width=108&crop=smart&auto=webp&s=301d59f6abda84289f25b19df955aba01705c67e', 'width': 108}, {'height': 108, 'url': 'h... | |
Synthetic Intelligent Agent (SynthIA) | 1 | [removed] | 2023-10-26T05:55:13 | https://www.reddit.com/r/LocalLLaMA/comments/17gpopa/synthetic_intelligent_agent_synthia/ | migtissera | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17gpopa | false | null | t3_17gpopa | /r/LocalLLaMA/comments/17gpopa/synthetic_intelligent_agent_synthia/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'KJfmm8_w8Xzvhy2uLQ4qMT5g4G5IKvaoUTPuP9grdeg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/auy4C6mLy426Ik9mpWUqdYcvUWDkKKG5tK8qs4vNzZA.jpg?width=108&crop=smart&auto=webp&s=ef46686f5f0757f4ad3b2116194d777a506816d3', 'width': 108}, {'height': 116, 'url': 'h... |
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