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how would i estimate the cost of SAAS that offers AI capabilities using local models | 1 | i know with GTP you can get an api key the buy tokens.
I would like to create an SAAS for an AI product/service. The end user would use my UI, which would create a workflow that hits the AI back end, and returns a result. which is then presented to user
great. i can go ahead and code it locallly using GPT4 Api. Or i ... | 2023-11-27T22:42:28 | https://www.reddit.com/r/LocalLLaMA/comments/185g4rv/how_would_i_estimate_the_cost_of_saas_that_offers/ | herozorro | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 185g4rv | false | null | t3_185g4rv | /r/LocalLLaMA/comments/185g4rv/how_would_i_estimate_the_cost_of_saas_that_offers/ | false | false | self | 1 | null |
Tool to quickly iterate when fine-tuning open-source LLMs | 22 | Hey all! A friend and I have been building with open-source LLMs for a while now (originally for other project ideas) and found that quickly iterating with different fine-tuning datasets is super hard. Training a model, setting up some inference code to try out the model and then going back and forth took 90% of our ti... | 2023-11-27T22:42:23 | https://www.reddit.com/r/LocalLLaMA/comments/185g4p6/tool_to_quickly_iterate_when_finetuning/ | torque-mcclyde | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 185g4p6 | false | null | t3_185g4p6 | /r/LocalLLaMA/comments/185g4p6/tool_to_quickly_iterate_when_finetuning/ | false | false | self | 22 | {'enabled': False, 'images': [{'id': 'pTKqHjhoCugrW2rJAn5c3mQ4bp39CO2q-VCteGDYE7Y', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/48ZVBLyHwf6RTg1Z8euphyECkk8nLgMQRr9g0GeQZyE.jpg?width=108&crop=smart&auto=webp&s=c72722ebfe18850415d6d897244df540fef828c6', 'width': 108}, {'height': 113, 'url': 'h... |
How to run on linux + AMD gpu? | 1 | Hey all,
So I am trying to run some of the various models to try to learn more, but use for some specific research purposes. I have my trusty 16 core Threadripper (Gen 1) with 64GB ram, SSD and an AMD 6700XT GPU.
I installed Ubuntu server.. no GUI/desktop, to hopefully maximize hardware for AI stuff. It runs Docker o... | 2023-11-27T22:25:02 | https://www.reddit.com/r/LocalLLaMA/comments/185fpbx/how_to_run_on_linux_amd_gpu/ | Dry-Vermicelli-682 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 185fpbx | false | null | t3_185fpbx | /r/LocalLLaMA/comments/185fpbx/how_to_run_on_linux_amd_gpu/ | false | false | self | 1 | null |
Forget OpenAi function calling (openhermes + outlines) | 26 | 2023-11-27T22:19:49 | dulldata | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 185fksv | false | null | t3_185fksv | /r/LocalLLaMA/comments/185fksv/forget_openai_function_calling_openhermes_outlines/ | false | false | 26 | {'enabled': True, 'images': [{'id': 'LN2HnZGCq6sxjS5dKxQsAKa7krmSC0IXAKwcRA1ckm4', 'resolutions': [{'height': 85, 'url': 'https://preview.redd.it/1rjusiqoty2c1.jpg?width=108&crop=smart&auto=webp&s=cfdfd468f0011d82d185a3e66e8f1a5e185f4527', 'width': 108}, {'height': 170, 'url': 'https://preview.redd.it/1rjusiqoty2c1.jpg... | |||
Q* Was Explained by OpenAI | 1 | What is Q*? Everybody is asking. OpenAI has not made that public officially, But I figured out it was related to A* pathfinding used in AI for games. So I built up the context in OpenAI chatGPT, and then got OpenAI to explain it.. so here you go.
The Q* algorithm is a reinforcement learning algorithm used in machine l... | 2023-11-27T22:13:49 | https://www.reddit.com/r/LocalLLaMA/comments/185ffgc/q_was_explained_by_openai/ | honestduane | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 185ffgc | false | null | t3_185ffgc | /r/LocalLLaMA/comments/185ffgc/q_was_explained_by_openai/ | false | false | self | 1 | null |
πΊπ¦ββ¬ **Big** LLM Comparison/Test: 3x 120B, 12x 70B, 2x 34B, GPT-4/3.5 | 370 | Finally! After a lot of hard work, here it is, my latest (and biggest, considering model sizes) LLM Comparison/Test:
This is the long-awaited follow-up to and second part of my previous [LLM Comparison/Test: 2x 34B Yi (Dolphin, Nous Capybara) vs. 12x 70B, 120B, ChatGPT/GPT-4](https://www.reddit.com/r/LocalLLaMA/commen... | 2023-11-27T22:13:27 | https://www.reddit.com/r/LocalLLaMA/comments/185ff51/big_llm_comparisontest_3x_120b_12x_70b_2x_34b/ | WolframRavenwolf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 185ff51 | false | null | t3_185ff51 | /r/LocalLLaMA/comments/185ff51/big_llm_comparisontest_3x_120b_12x_70b_2x_34b/ | false | false | self | 370 | {'enabled': False, 'images': [{'id': '2g4MtoKvhQOBCmeiXB1qv1h_5M24BeeYF64zcf4-rfg', 'resolutions': [{'height': 142, 'url': 'https://external-preview.redd.it/0z4RbV35RPDd2wqL6Oyz-uwz9kKNBAH0ePojGplYP2M.jpg?width=108&crop=smart&auto=webp&s=bbe38cbb6d4f7a7e6dd7d3c8b79c4ac9ba965545', 'width': 108}, {'height': 284, 'url': '... |
Threadripper pro - how much does core count matter? | 2 | So I'm looking into Threadripper pro systems, which can offer a pretty good memory bandwidth as they are 8 channel, and can have a huge amount of RAM. (I can put a 3090 or two in there too.)
I'm wondering how much the core count is going to affect performance. For example, the 5955WX has 16 cores while the 5995WX has ... | 2023-11-27T21:47:09 | https://www.reddit.com/r/LocalLLaMA/comments/185er2e/threadripper_pro_how_much_does_core_count_matter/ | EvokerTCG | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 185er2e | false | null | t3_185er2e | /r/LocalLLaMA/comments/185er2e/threadripper_pro_how_much_does_core_count_matter/ | false | false | self | 2 | null |
Are there any data cleaning focused LLMs? [also, rant] | 10 | Some of the bigger/better models make me think local is doing pretty well and it is at chat, but exploring data cleaning has taken a bit of wind out of my sail.
Not having much luck with the ones I've tried (think 34B Q5 of various flavours - all the usual suspects).
Say I've got a paragraph about something and the... | 2023-11-27T21:26:37 | https://www.reddit.com/r/LocalLLaMA/comments/185e84u/are_there_any_data_cleaning_focused_llms_also_rant/ | AnomalyNexus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 185e84u | false | null | t3_185e84u | /r/LocalLLaMA/comments/185e84u/are_there_any_data_cleaning_focused_llms_also_rant/ | false | false | self | 10 | null |
Using Open-Source Tools and MongoDB to Build a RAG Pipeline From Scratch | 1 | 2023-11-27T20:36:25 | https://medium.com/@austin-starks/using-open-source-tools-and-mongodb-to-build-a-rag-pipeline-in-under-15-minutes-aeda112ea7e0 | NextGen-Trading | medium.com | 1970-01-01T00:00:00 | 0 | {} | 185cyhh | false | null | t3_185cyhh | /r/LocalLLaMA/comments/185cyhh/using_opensource_tools_and_mongodb_to_build_a_rag/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'hkXyAauRONsU_3j-DgtpIMfoOKPVPsNcyhmOjERbOiI', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/mhyvZ2DPQCZQYdQqdKZKcqBQN7dErLLgBu-11_xPc98.jpg?width=108&crop=smart&auto=webp&s=9c95ea5c26f0c22f9fd469dd4e54bf9c09b27009', 'width': 108}, {'height': 216, 'url': '... | ||
Best small model for Python coding? | 3 | Any idea what model for inference that uses 15gb or less vram would be best for a local run to hell coding, thanks! π | 2023-11-27T20:18:54 | https://www.reddit.com/r/LocalLLaMA/comments/185ciz5/best_small_model_for_python_coding/ | -AlgoTrader- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 185ciz5 | false | null | t3_185ciz5 | /r/LocalLLaMA/comments/185ciz5/best_small_model_for_python_coding/ | false | false | self | 3 | null |
My settings for "optimal" 7B Roleplay (+ some general settings tips and a discovered new hidden gem of a model) | 60 | A couple of people have asked me to share my settings for solid roleplay on 7B. Yes it is possible. So here it goes. I'll try and make this brief and concise but full of every tweak I've learned so far.
So..
# Step 1 - Backend
I'd recommend [Koboldcpp](https://github.com/LostRuins/koboldcpp) generally but currently ... | 2023-11-27T20:13:29 | https://www.reddit.com/r/LocalLLaMA/comments/185ce1l/my_settings_for_optimal_7b_roleplay_some_general/ | CardAnarchist | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 185ce1l | false | null | t3_185ce1l | /r/LocalLLaMA/comments/185ce1l/my_settings_for_optimal_7b_roleplay_some_general/ | false | false | self | 60 | {'enabled': False, 'images': [{'id': 'hng8604MI_SfXMjKZWGirWs1VoNeaZmn4BgCjG8oIUk', 'resolutions': [{'height': 5, 'url': 'https://external-preview.redd.it/AJH-mTTN7PbPwW4bfYZubQWMvpa6coQpib2JS_ELjZE.jpg?width=108&crop=smart&auto=webp&s=e604928bab84e59c92298d0037efb7be9cf5a3aa', 'width': 108}, {'height': 10, 'url': 'htt... |
Llama2 on local data | 3 | *\*lol reposting here after I posted this on a reddit discussing the Llama animal\**
Am I right that one can download Llama2 and use an existing model and continue training it on custom data?
Can someone supply a link to a good tutorial on this? | 2023-11-27T20:08:57 | https://www.reddit.com/r/LocalLLaMA/comments/185ca7m/llama2_on_local_data/ | EvanCamilleri | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 185ca7m | false | null | t3_185ca7m | /r/LocalLLaMA/comments/185ca7m/llama2_on_local_data/ | false | false | self | 3 | null |
Automatic hallucination detection using inconsistency scoring | 1 | Hi everyone,
We have recently written an article on HFβs blog on automatic hallucination detection using inconsistency scoring. The main idea is that hallucinations happen because the task asked at inference is not seen in the training set, which implies low confidence in the next token, therefore, inconsistent sample... | 2023-11-27T19:57:58 | https://www.reddit.com/r/LocalLLaMA/comments/185c0r0/automatic_hallucination_detection_using/ | Separate-Still3770 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 185c0r0 | false | null | t3_185c0r0 | /r/LocalLLaMA/comments/185c0r0/automatic_hallucination_detection_using/ | false | false | 1 | null | |
Is a Local Language Model Right For Me? | 1 | Hello All,
Iβm a hobbyist who is interested in AI. I have a bunch of text containing messages from a popular instant messaging platform for gamers. There are thousands of messages in this data, and spread throughout it is very niche and valuable information, but thereβs so many messages itβs hard to search through wi... | 2023-11-27T19:45:42 | https://www.reddit.com/r/LocalLLaMA/comments/185bqeq/is_a_local_language_model_right_for_me/ | SpencerXZX | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 185bqeq | false | null | t3_185bqeq | /r/LocalLLaMA/comments/185bqeq/is_a_local_language_model_right_for_me/ | false | false | self | 1 | null |
What's the current favorite model for Python, PyTorch, and miscellaneous deep learning programming? | 1 | [removed] | 2023-11-27T19:32:21 | https://www.reddit.com/r/LocalLLaMA/comments/185bevb/whats_the_current_favorite_model_for_python/ | w7gg33h | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 185bevb | false | null | t3_185bevb | /r/LocalLLaMA/comments/185bevb/whats_the_current_favorite_model_for_python/ | false | false | self | 1 | null |
LLaMA 2 7b exclusively for summarization | 4 | Hi all,
I am running a LLaMA 2 7b model on a AWS Sagemaker instance. I want the model just for providing me summaries of long documents, and i am using Langchain to do a map reduce on the data and get a summary.
I want to know if there's a better way to do this or if you could share your personal experiences. ... | 2023-11-27T19:30:24 | https://www.reddit.com/r/LocalLLaMA/comments/185bd6e/llama_2_7b_exclusively_for_summarization/ | iamtdb | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 185bd6e | false | null | t3_185bd6e | /r/LocalLLaMA/comments/185bd6e/llama_2_7b_exclusively_for_summarization/ | false | false | self | 4 | null |
SlimOrca-13B | 35 | Link: [https://huggingface.co/ajibawa-2023/SlimOrca-13B](https://huggingface.co/ajibawa-2023/SlimOrca-13B)
This Model is trained on refined version of SlimOrca made available by Open-Orca team. The idea was to check how this Model will perform in the absence of "system" prompt/value. It performs remarkably well. Th... | 2023-11-27T19:28:14 | https://www.reddit.com/r/LocalLLaMA/comments/185bb9i/slimorca13b/ | ajibawa-2023 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 185bb9i | false | null | t3_185bb9i | /r/LocalLLaMA/comments/185bb9i/slimorca13b/ | false | false | self | 35 | {'enabled': False, 'images': [{'id': 'OkjW1Ylep9iW6mA68CczqCjfo99s9RfUGdSDZf3ZD1w', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Fu-EyUI-du08evUi5DE22TO1S-Wak4D8Y9jP0rlVCG0.jpg?width=108&crop=smart&auto=webp&s=dff16c8bfbe4fbe0c02e3bde26c827173743c932', 'width': 108}, {'height': 116, 'url': 'h... |
Zephyr-7B QLoRA Benchmark for Summarization and Classification | 14 | Hi everyone, we've been working on [benchmarking different open-source LLMs](https://github.com/georgian-io/LLM-Finetuning-Hub). We measure, in particular, on the performance of these models once finetued (via QLoRA) on classic NLP downstream tasks like summarization and classification. We also put particular emphasis ... | 2023-11-27T18:53:05 | https://www.reddit.com/r/LocalLLaMA/comments/185agju/zephyr7b_qlora_benchmark_for_summarization_and/ | llama-ben | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 185agju | false | null | t3_185agju | /r/LocalLLaMA/comments/185agju/zephyr7b_qlora_benchmark_for_summarization_and/ | false | false | self | 14 | {'enabled': False, 'images': [{'id': 'yVjp_YX_KH6mp_ItHu4Euk7By-X9Zi9KVkuy6GW2PNU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/PwBwwvL9zNAEs6V_pkCOq_oKSkwgZHvSTf5nkeUTCcg.jpg?width=108&crop=smart&auto=webp&s=8b40ad78bb0b9ca72c6f1747413506d87712b948', 'width': 108}, {'height': 108, 'url': 'h... |
What kind of specs to run local llm and serve to say up to 20-50 users | 26 | Hi all,
Just curious if anybody knows the power required to make a llama server which can serve multiple users at once.
Any discussion is welcome:) | 2023-11-27T18:38:24 | https://www.reddit.com/r/LocalLLaMA/comments/185a3mh/what_kind_of_specs_to_run_local_llm_and_serve_to/ | Appropriate-Tax-9585 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 185a3mh | false | null | t3_185a3mh | /r/LocalLLaMA/comments/185a3mh/what_kind_of_specs_to_run_local_llm_and_serve_to/ | false | false | self | 26 | null |
Is anyone experimenting with non-instruction tuned models? | 4 | My main usecase for LLMs is *literally* as an auto-complete, mainly via coding, so I was wondering whether anyone has played with/had any luck using the base model for use cases that are close to simply auto completing? I could imagine the instruction tuning adding a sycophancy bias in those areas | 2023-11-27T18:23:57 | https://www.reddit.com/r/LocalLLaMA/comments/1859qry/is_anyone_experimenting_with_noninstruction_tuned/ | wojcech | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1859qry | false | null | t3_1859qry | /r/LocalLLaMA/comments/1859qry/is_anyone_experimenting_with_noninstruction_tuned/ | false | false | self | 4 | null |
my GPU is not helping ?? | 1 | [removed] | 2023-11-27T18:11:51 | https://www.reddit.com/r/LocalLLaMA/comments/1859ft5/my_gpu_is_not_helping/ | The_Happy_Hangman | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1859ft5 | false | null | t3_1859ft5 | /r/LocalLLaMA/comments/1859ft5/my_gpu_is_not_helping/ | false | false | self | 1 | null |
Custom dataset creation for finetuning llama2 | 4 | I'm working on fine tuning Llama2 with my custom dataset. Right now I'm confused whether the instruction dataset I've created is right. I've created the instruction dataset using GPT-3.5 with some prompt. As it to create a Q&A pair provided some raw text, I've generated an instruction, response and the input as raw tex... | 2023-11-27T18:04:52 | https://www.reddit.com/r/LocalLLaMA/comments/18599ns/custom_dataset_creation_for_finetuning_llama2/ | ManyAffectionate770 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18599ns | false | null | t3_18599ns | /r/LocalLLaMA/comments/18599ns/custom_dataset_creation_for_finetuning_llama2/ | false | false | self | 4 | null |
I made a powerful interface that doesn't need a web browser. Clipboard Conqueror: an anywhere copilot alternative that works anywhere you can type and select text. It's great for translation inside multiplayer 3d games or gmail. Try it out free forever! Tell me what you think, please. | 51 | 2023-11-27T17:37:58 | https://github.com/aseichter2007/ClipboardConqueror | aseichter2007 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1858lsj | false | null | t3_1858lsj | /r/LocalLLaMA/comments/1858lsj/i_made_a_powerful_interface_that_doesnt_need_a/ | false | false | 51 | {'enabled': False, 'images': [{'id': 'FZj7Wp8SilGmNgFAEus2cstF-4pL4PjnpY4jrDVpmFY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/z6xZOAdM2yLrP8fJm8UNSusrU1PfHOz-UhTEiZjCCGI.jpg?width=108&crop=smart&auto=webp&s=952961fc8cf6b112f511b6a2042021f83dc4cb22', 'width': 108}, {'height': 108, 'url': 'h... | ||
An Alternative Approach to Building Generative AI Models | 22 | Hello fellow llamas!!!
**Here is what I am hacking on**β¦.
I am exploring new ways to build generative AI foundational models without traditional math-centric training costs and resources. I am trying to lower the bar for anyone looking to build and share models that are:
\- **task-trained** \- models are trained to ... | 2023-11-27T17:29:51 | https://www.reddit.com/r/LocalLLaMA/comments/1858ej6/an_alternative_approach_to_building_generative_ai/ | buildinstuff5432 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1858ej6 | false | null | t3_1858ej6 | /r/LocalLLaMA/comments/1858ej6/an_alternative_approach_to_building_generative_ai/ | false | false | 22 | {'enabled': False, 'images': [{'id': 'kxvJ5HTqE7IxY25BOhEvwgL9FT5vquxMqJLXMBTF44A', 'resolutions': [{'height': 68, 'url': 'https://external-preview.redd.it/aqxXF4iLftinDAjZodQEWyrytCSY9VQkSv4R01qU00Y.png?width=108&crop=smart&auto=webp&s=8837a3e449be6e3d028a1155ce8262ffed014dd7', 'width': 108}, {'height': 137, 'url': 'h... | |
Training LLMs on less epochs | 2 | I was going through a paper called MILAN which is a pre-training method to teach the model good Visual representations and one thing that struck me is the large no. of epochs we used to train models on (see image) even if we want the model to be able to generalize well. So I'm curious to know why even base models are o... | 2023-11-27T17:29:05 | https://www.reddit.com/r/LocalLLaMA/comments/1858dvv/training_llms_on_less_epochs/ | Dry_Long3157 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1858dvv | false | null | t3_1858dvv | /r/LocalLLaMA/comments/1858dvv/training_llms_on_less_epochs/ | false | false | self | 2 | null |
Training LLMs on less epochs | 1 | I was going through a paper called MILAN which is a pre-training method to teach the model good Visual representations and one thing that struck me is the large no. of epochs we used to train models on (see image) even if we want the model to be able to generalize well. So I'm curious to know why even base models are o... | 2023-11-27T17:29:03 | https://www.reddit.com/r/LocalLLaMA/comments/1858dv2/training_llms_on_less_epochs/ | Dry_Long3157 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1858dv2 | false | null | t3_1858dv2 | /r/LocalLLaMA/comments/1858dv2/training_llms_on_less_epochs/ | false | false | 1 | null | |
Using simple tree-search techniques for LLM token sampling can give better results | 16 | 2023-11-27T17:17:53 | https://andys.page/posts/llm_sampling_strategies | its_just_andy | andys.page | 1970-01-01T00:00:00 | 0 | {} | 18583or | false | null | t3_18583or | /r/LocalLLaMA/comments/18583or/using_simple_treesearch_techniques_for_llm_token/ | false | false | default | 16 | null | |
SLLLLLLOOOOOOOWWWWWWWW | 2 | So. My rig (Ryzen 7 3700x, 64G Ram, RTX3070, Intel Arc 380) can run up to 70B parameter models... but they run at a snails pace. Furthermore, i don't honestly see that big of an improvement for regular chat task from a 70B parameter model vs a 13B parameter model. Don't get me wrong.. there is an improvement in adheren... | 2023-11-27T17:08:12 | https://www.reddit.com/r/LocalLLaMA/comments/1857v8n/sllllllooooooowwwwwwww/ | cjhoneycomb | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1857v8n | false | null | t3_1857v8n | /r/LocalLLaMA/comments/1857v8n/sllllllooooooowwwwwwww/ | false | false | self | 2 | null |
Converting merged model to gguf | 4 | I am trying to do this, but I am getting keyError: 'I8'.
[https://github.com/ggerganov/llama.cpp/issues/4199#issuecomment-1828179655](https://github.com/ggerganov/llama.cpp/issues/4199#issuecomment-1828179655)
It is exactly same as this problem.
I downloaded base model quantized using bnb 8 bit
Fine tuned the mod... | 2023-11-27T17:06:54 | https://www.reddit.com/r/LocalLLaMA/comments/1857u7d/converting_merged_model_to_gguf/ | jonglaaa | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1857u7d | false | null | t3_1857u7d | /r/LocalLLaMA/comments/1857u7d/converting_merged_model_to_gguf/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'u9viwKa1YgQRJnKKNKZDtgyO11pWxCRXOgrkt6XDH2s', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/sqQXAYOrCPFogBdeTCGFwzl9135p2HzvYvJc3K0nAqg.jpg?width=108&crop=smart&auto=webp&s=ed76bd408ed6ec38b0e6fc63566e34a13cc62514', 'width': 108}, {'height': 108, 'url': 'h... |
Models Megathread #2 - What models are you currently using? | 106 | As requested, this is the subreddit's second megathread for model discussion. This thread will now be hosted at least once a month to keep the discussion updated and help reduce identical posts.
I also saw that we hit 80,000 members recently! Thanks to every member for joining and making this happen.
___
**Welcome t... | 2023-11-27T16:40:15 | https://www.reddit.com/r/LocalLLaMA/comments/185770m/models_megathread_2_what_models_are_you_currently/ | Technical_Leather949 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 185770m | false | null | t3_185770m | /r/LocalLLaMA/comments/185770m/models_megathread_2_what_models_are_you_currently/ | false | true | self | 106 | null |
Multipurpose AI app for all your AI interests and services. | 1 | [removed] | 2023-11-27T16:17:54 | https://www.reddit.com/r/LocalLLaMA/comments/1856o7o/multipurpose_ai_app_for_all_your_ai_interests_and/ | Wafflesinmybreakfast | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1856o7o | false | null | t3_1856o7o | /r/LocalLLaMA/comments/1856o7o/multipurpose_ai_app_for_all_your_ai_interests_and/ | 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... |
What is an easy way to install/run DeepSeek coder? | 1 | LM studio says that it runs. But i can't get the model running. Other people complain about this also. | 2023-11-27T16:14:45 | https://www.reddit.com/r/LocalLLaMA/comments/1856lfm/what_is_an_easy_way_to_installrun_deepseek_coder/ | MAXXSTATION | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1856lfm | false | null | t3_1856lfm | /r/LocalLLaMA/comments/1856lfm/what_is_an_easy_way_to_installrun_deepseek_coder/ | false | false | self | 1 | null |
Proposed Alternative to Repetition Penalty - Noisy Sampling | 73 | # Noisy Sampling
Temperature as a method of making LLMs more or less deterministic by changing the scale at which the tokens are 'scored' certainly works, but there's also still an issue where greedy sampling (which is \*only\* picking the most likely token at all times) will eventually degenerate into repetitive nons... | 2023-11-27T15:53:01 | https://www.reddit.com/r/LocalLLaMA/comments/185635o/proposed_alternative_to_repetition_penalty_noisy/ | kindacognizant | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 185635o | false | null | t3_185635o | /r/LocalLLaMA/comments/185635o/proposed_alternative_to_repetition_penalty_noisy/ | false | false | self | 73 | {'enabled': False, 'images': [{'id': '4pd5qJNyyXTTI8Sf_uUuX-7L3xGibCScVXUafkO1umM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/vk0EYETqbX7Pecixmp9SVpQ5S_izMx5wquQjAwVXjD4.jpg?width=108&crop=smart&auto=webp&s=ed54c5c46551589db49418147b1e933ef52590a6', 'width': 108}, {'height': 108, 'url': 'h... |
Iβm trying to find out the internal dimensons of the llama models, can anyone save me from having to run it in debug? | 1 | Iβve got the inference code and the 7B and 13B models downloaded
I can see the well-known dimensions:
Dimension of 4096
32 layers
32 attention heads per layer
Looking at the raw parameter file I can see the structure another layer down, but Iβd like to know more about the substructure beyond what I can see here and... | 2023-11-27T15:47:34 | https://www.reddit.com/gallery/1855ysf | tenthpersona2 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1855ysf | false | null | t3_1855ysf | /r/LocalLLaMA/comments/1855ysf/im_trying_to_find_out_the_internal_dimensons_of/ | false | false | default | 1 | null |
Iβm trying to find out the internal dimensons of the llama models, can anyone save me from having to run it in debug? | 1 | Iβve got the inference code and the 7B and 13B models downloaded
I can see the well-known dimensions:
Dimension of 4096
32 layers
32 attention heads per layer
Looking at the raw parameter file I can see the structure another layer down, but Iβd like to know more about the substructure beyond what I can see here and... | 2023-11-27T15:47:26 | https://www.reddit.com/gallery/1855yo7 | tenthpersona2 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1855yo7 | false | null | t3_1855yo7 | /r/LocalLLaMA/comments/1855yo7/im_trying_to_find_out_the_internal_dimensons_of/ | false | false | 1 | null | |
Llama2 fine-tuning questions | 3 | Hello !
I want to fine-tune LLAMA2 model for a specific text generation task. How can I properly retrieve the predictions from my evaluation? Should I create a CustomTrainer with a generation function in the evaluate method? Or should I use compute_metrics and decode my eval_preds? | 2023-11-27T15:37:46 | https://www.reddit.com/r/LocalLLaMA/comments/1855r5w/llama2_finetuning_questions/ | BluebirdFinancial119 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1855r5w | false | null | t3_1855r5w | /r/LocalLLaMA/comments/1855r5w/llama2_finetuning_questions/ | false | false | self | 3 | null |
Concepts for my app.I'm about 50% done and have some questions. | 1 | [removed] | 2023-11-27T15:16:38 | Future_Might_8194 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18559pr | false | null | t3_18559pr | /r/LocalLLaMA/comments/18559pr/concepts_for_my_appim_about_50_done_and_have_some/ | false | false | 1 | {'enabled': True, 'images': [{'id': '0uRE23331XuWkSPy-L4MsAvluOAi6awibbcw6U1RAQ8', 'resolutions': [{'height': 114, 'url': 'https://preview.redd.it/03c9fkbbqw2c1.jpg?width=108&crop=smart&auto=webp&s=ac16686e43251d23ef9b1d8173ea8a674c1e6275', 'width': 108}, {'height': 228, 'url': 'https://preview.redd.it/03c9fkbbqw2c1.jp... | ||
LocalLLaMA and translate texts | 7 | GPT4 does quite well with text translation. Unfortunately, the free version, it has limits on the input/translated text.
(Google translator and DeepL translate worse)
Is there any ranking available somewhere of Local LLMs ALE used to translate texts into other languages?
What FREE language models are available with ... | 2023-11-27T15:11:14 | https://www.reddit.com/r/LocalLLaMA/comments/18555cl/localllama_and_translate_texts/ | MajesticFigure4240 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18555cl | false | null | t3_18555cl | /r/LocalLLaMA/comments/18555cl/localllama_and_translate_texts/ | false | false | self | 7 | null |
table extraction from pdf | 5 | anyone knows some robust open source library for extracting tables from pdf , even ocr library is fine
P.S- i have already tried tabula ,camelot , ing2table, unstructured.io and most of the document loader in langchain , none of them are even 95% robust | 2023-11-27T14:35:37 | https://www.reddit.com/r/LocalLLaMA/comments/1854d06/table_extraction_from_pdf/ | happy_dreamer10 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1854d06 | false | null | t3_1854d06 | /r/LocalLLaMA/comments/1854d06/table_extraction_from_pdf/ | false | false | self | 5 | null |
Silly questions about GGUF and exl2 | 3 | Hi. I have LLaMA2-13B-Tiefighter-exl2\_5bpw and (probably) the same LLaMA2-13B-Tiefighter.Q5\_K\_M.
I run it on 1080Ti and old threadripper with 64 4-channel DDR4-3466. I use oobabooga (for GGUF and exl2) and LMStudio. I have 531.68 Nvidia driver (so I recieve OOM, not RAM-swapping when VRAM overflows).
**1st questio... | 2023-11-27T13:59:45 | https://www.reddit.com/r/LocalLLaMA/comments/1853kr0/silly_questions_about_gguf_and_exl2/ | Desm0nt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1853kr0 | false | null | t3_1853kr0 | /r/LocalLLaMA/comments/1853kr0/silly_questions_about_gguf_and_exl2/ | false | false | self | 3 | null |
I have given llama.cpp server ui a facelift | 91 | Hi folks, I have edited the llama.cpp server frontend and made it look nicer. Also added a few functions. Something I have been missing there for a long time: Templates for Prompt Formats.
​
**Here to the github link:** [**++camalL**](https://github.com/mounta11n/plusplus-caMalL/tree/master)
​
Otherwi... | 2023-11-27T13:36:21 | https://www.reddit.com/r/LocalLLaMA/comments/18534f1/i_have_given_llamacpp_server_ui_a_facelift/ | Evening_Ad6637 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18534f1 | false | null | t3_18534f1 | /r/LocalLLaMA/comments/18534f1/i_have_given_llamacpp_server_ui_a_facelift/ | false | false | 91 | {'enabled': False, 'images': [{'id': 'N14oGS7gGBp02JsBG8cUKkZ65-Xf-HDiOPkE-s_K6-8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/WH527Hkw6-SDO44Gmnoow2x6CBnT1UkXGH7AbEm5DNA.jpg?width=108&crop=smart&auto=webp&s=8f9ca2a6dca6836721c915504a3428649e4e26dd', 'width': 108}, {'height': 108, 'url': 'h... | |
Extracting values from patient medical narratives | 1 | I want to extract values (e.g. some lab values) from medical narratives. I can tell GPT 4 to show me just the value, e.g. 15 ml/l, or 80% and i get the answer without problem. If i try with llama-2 or Med42 (i tried 70B models for each), it is nearly impossible to just get the number. It will ramble and even hallucinat... | 2023-11-27T13:33:25 | https://www.reddit.com/r/LocalLLaMA/comments/18532cl/extracting_values_from_patient_medical_narratives/ | toxonaut | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18532cl | false | null | t3_18532cl | /r/LocalLLaMA/comments/18532cl/extracting_values_from_patient_medical_narratives/ | false | false | self | 1 | null |
Is translation worth doing to enhance LLM responses? | 5 | Basically just the title - I would like my LLMs to respond as well as possible in the original language of the user input. Would it be worth translating the user prompt to english for inference and then back after? If yes, which translation model would be best suited for something like this? Also, are these models quan... | 2023-11-27T13:31:36 | https://www.reddit.com/r/LocalLLaMA/comments/18530yu/is_translation_worth_doing_to_enhance_llm/ | Galaktische_Gurke | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18530yu | false | null | t3_18530yu | /r/LocalLLaMA/comments/18530yu/is_translation_worth_doing_to_enhance_llm/ | false | false | self | 5 | null |
Use models locally for pyQt desktop app bundled using pyinstaller | 1 | I want a way to replace openAI api, in a pyqt app, everything in this app should be able to be bundled into an standalone .exe
Most solutions use some kind of UI to interact, host an api and then query it.
Does anyone know how I may achieve something like this? | 2023-11-27T11:58:27 | https://www.reddit.com/r/LocalLLaMA/comments/1851bt7/use_models_locally_for_pyqt_desktop_app_bundled/ | swappybizz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1851bt7 | false | null | t3_1851bt7 | /r/LocalLLaMA/comments/1851bt7/use_models_locally_for_pyqt_desktop_app_bundled/ | false | false | self | 1 | null |
Node & workflow based Llama2 app for Mac - looking for testers | 25 | 2023-11-27T11:54:09 | https://v.redd.it/6r6ez8cwpv2c1 | creatorai | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18519d9 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/6r6ez8cwpv2c1/DASHPlaylist.mpd?a=1703678061%2COGIwOTA5NmQ5NjkwZjFkZjMyNWEzYWNjNjMwNmJlMDBlOTJiMmUxYzM0ZDVlOGQyYTBkYjUyYmY4YmEzNDYxMA%3D%3D&v=1&f=sd', 'duration': 36, 'fallback_url': 'https://v.redd.it/6r6ez8cwpv2c1/DASH_1080.mp4?source=fallback', 'h... | t3_18519d9 | /r/LocalLLaMA/comments/18519d9/node_workflow_based_llama2_app_for_mac_looking/ | false | false | 25 | {'enabled': False, 'images': [{'id': 'enA2eWh5djZxdjJjMYz67a0d43qzVjBWfYImmm3TX8UP85zJOSQD3qtKYMhp', 'resolutions': [{'height': 65, 'url': 'https://external-preview.redd.it/enA2eWh5djZxdjJjMYz67a0d43qzVjBWfYImmm3TX8UP85zJOSQD3qtKYMhp.png?width=108&crop=smart&format=pjpg&auto=webp&s=d37735a9e809d949d1a0ba6a1549b663c4217... | ||
Speed and energy use - RAM vs Mac Studio vs RTX cards | 8 | So I'm interested in applications that require memory more than speed, with high quality and a big context. I'm talking 100GB or more. Speed is still an important consideration. I don't need snappy conversations, but getting through more stuff 'overnight' is still valuable.
3090s are affordable, but it would take 4 to... | 2023-11-27T11:53:11 | https://www.reddit.com/r/LocalLLaMA/comments/18518t5/speed_and_energy_use_ram_vs_mac_studio_vs_rtx/ | EvokerTCG | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18518t5 | false | null | t3_18518t5 | /r/LocalLLaMA/comments/18518t5/speed_and_energy_use_ram_vs_mac_studio_vs_rtx/ | false | false | self | 8 | null |
Quantizing 70b models to 4-bit, how much does performance degrade? | 59 | The title, pretty much.
I'm wondering whether a 70b model quantized to 4bit would perform better than a 7b/13b/34b model at fp16. Would be great to get some insights from the community. | 2023-11-27T10:39:19 | https://www.reddit.com/r/LocalLLaMA/comments/185036z/quantizing_70b_models_to_4bit_how_much_does/ | ae_dataviz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 185036z | false | null | t3_185036z | /r/LocalLLaMA/comments/185036z/quantizing_70b_models_to_4bit_how_much_does/ | false | false | self | 59 | null |
Hardware question: combining a 3090 and a p40 | 1 | As the title says when combining a p40 and a rtx 3090 a few use casese come to mind and i wanted to know if they could be done ? greatly appreciate your help:
first could you run larger modells where they are computed on the 3090 and the p40 is just used for vram offloading and would that be faster then system memory... | 2023-11-27T10:33:50 | https://www.reddit.com/r/LocalLLaMA/comments/1850095/hardware_question_combining_a_3090_and_a_p40/ | Noxusequal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1850095 | false | null | t3_1850095 | /r/LocalLLaMA/comments/1850095/hardware_question_combining_a_3090_and_a_p40/ | false | false | self | 1 | null |
questions about gguf and gptq | 2 | I have two questions:
1. I have fine-tuned a gptq quantized 7b model, i have the adapter files. is it possible to merge the adapter with gptq base model, and then convert it to gguf format? peftmodel lets me do inference on the fine tuned model, but i can't find a way to merge the models so that i can convert it to g... | 2023-11-27T09:16:28 | https://www.reddit.com/r/LocalLLaMA/comments/184ywfc/questions_about_gguf_and_gptq/ | jonglaaa | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184ywfc | false | null | t3_184ywfc | /r/LocalLLaMA/comments/184ywfc/questions_about_gguf_and_gptq/ | false | false | self | 2 | null |
How to make llama generate a complete answer? | 1 | Seems my local llama is interrupted when it has not finished the generating yet. I got no exceptions, but the output is like:
\`\`\`
...you can follow steps below:
\`\`\`
and it just stop there. Apparently this is not the end.
I don't think it has anything to do with some compiling options, as sometimes I can get ... | 2023-11-27T09:08:26 | https://www.reddit.com/r/LocalLLaMA/comments/184ysh7/how_to_make_llama_generate_a_complete_answer/ | gANNNNNIa | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184ysh7 | false | null | t3_184ysh7 | /r/LocalLLaMA/comments/184ysh7/how_to_make_llama_generate_a_complete_answer/ | false | false | self | 1 | null |
OpenAi was developing a very powerful model that could threat human existence, was reason behind Altmans removal. | 1 | ERROR: type should be string, got "\nhttps://www.theguardian.com/business/2023/nov/23/openai-was-working-on-advanced-model-so-powerful-it-alarmed-staff" | 2023-11-27T09:07:05 | https://www.reddit.com/r/LocalLLaMA/comments/184yrv5/openai_was_developing_a_very_powerful_model_that/ | Reasonable_Goat7159 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184yrv5 | false | null | t3_184yrv5 | /r/LocalLLaMA/comments/184yrv5/openai_was_developing_a_very_powerful_model_that/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '0tR9E-pLYm1RFp1xWIeyce4Z8LyLAXXjAo852vle9-0', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/uFfRUm5BqmApjn7OKRrBnHQlczlRv_l68L_B9cR_1ks.jpg?width=108&crop=smart&auto=webp&s=c7800bd26c04660fa8714cf54def8f1c71088d11', 'width': 108}, {'height': 113, 'url': 'h... |
Chrome extension for LinkedIn message assistant | 5 | Just wanted to share a Chrome extension I created for writing LinkedIn messages, but conceptually it can be modified for other types of writing assistants you may want to use.
[https://github.com/mzbac/linkedin-message-assistant](https://github.com/mzbac/linkedin-message-assistant) | 2023-11-27T08:50:12 | https://www.reddit.com/r/LocalLLaMA/comments/184yji2/chrome_extension_for_linkedin_message_assistant/ | mzbacd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184yji2 | false | null | t3_184yji2 | /r/LocalLLaMA/comments/184yji2/chrome_extension_for_linkedin_message_assistant/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': '9jcrkhOS4KIqV17vvxDcHO9BbCsSdqH-3lPltccYU-g', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Q2Ml2NCKbZMtVfcsGwngQjjZtM9D65-KUKyiPyYDpQY.jpg?width=108&crop=smart&auto=webp&s=3a76c1eab7dbebea1f39192ef71997e6bd8e36a5', 'width': 108}, {'height': 108, 'url': 'h... |
Help me to choose a better build for ML/DL | 1 | [removed] | 2023-11-27T08:12:45 | https://www.reddit.com/r/LocalLLaMA/comments/184y0td/help_me_to_choose_a_better_build_for_mldl/ | oceanxo97 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184y0td | false | null | t3_184y0td | /r/LocalLLaMA/comments/184y0td/help_me_to_choose_a_better_build_for_mldl/ | false | false | 1 | null | |
Script/repo for training any open source model on unstructured documents (text, pdf, markdown, etc...) | 1 | Hi, I'm wondering if there's an easy to use repo/script to train or fine-tune an open source LLM on unstructured documents (text, pdf, markdown, or anything really...)? On windows or mac (M1)? | 2023-11-27T08:11:46 | https://www.reddit.com/r/LocalLLaMA/comments/184y0bz/scriptrepo_for_training_any_open_source_model_on/ | Emergency-Sir6270 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184y0bz | false | null | t3_184y0bz | /r/LocalLLaMA/comments/184y0bz/scriptrepo_for_training_any_open_source_model_on/ | false | false | self | 1 | null |
Local llama for language learning | 1 | Hello,
I am looking for a model to learn European languages. Could you recommend one?
My device is mbp 16β M1 Max 32Gb | 2023-11-27T07:53:24 | https://www.reddit.com/r/LocalLLaMA/comments/184xqnw/local_llama_for_language_learning/ | scratt007 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184xqnw | false | null | t3_184xqnw | /r/LocalLLaMA/comments/184xqnw/local_llama_for_language_learning/ | false | false | self | 1 | null |
Local LLM/Llama for chat experience, 1-2 sentence text gen/paraphrasing | 1 | Hi Community!
I'm quite new to the LLM world and I don't know if this is the right subredit for it - but since I started with LLama, this was my first go to ;). I am working a private project and I am stuck and maybe someone here could give me some advices/hints.
​
# Coarse Project Outline:
An application is... | 2023-11-27T07:42:47 | https://www.reddit.com/r/LocalLLaMA/comments/184xl9e/local_llmllama_for_chat_experience_12_sentence/ | Bennyyy27 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184xl9e | false | null | t3_184xl9e | /r/LocalLLaMA/comments/184xl9e/local_llmllama_for_chat_experience_12_sentence/ | false | false | self | 1 | null |
Safety checks in Llama 2 | 1 | Recently came across this AI Safety test report from LinkedIn: [https://airtable.com/app8zluNDCNogk4Ld/shrYRW3r0gL4DgMuW/tblpLubmd8cFsbmp5](https://airtable.com/app8zluNDCNogk4Ld/shrYRW3r0gL4DgMuW/tblpLubmd8cFsbmp5)
From this report it seems Llama 2 lacks some safety checks compared to OpenAI models. Same with Mistral... | 2023-11-27T06:10:51 | https://www.reddit.com/r/LocalLLaMA/comments/184w7b6/safety_checks_in_llama_2/ | Little-Name9809 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184w7b6 | false | null | t3_184w7b6 | /r/LocalLLaMA/comments/184w7b6/safety_checks_in_llama_2/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'OJYpy1VhPAxOWPZavxFw01osiQpuMMvdTGk6qRQc0J0', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/_A1IcC6ITIddbz8p2xrVbxgnjOuEnrPWF41cIROFJEk.jpg?width=108&crop=smart&auto=webp&s=6e64289fd05277b891b0930c218c8cf55d417ac2', 'width': 108}, {'height': 113, 'url': 'h... |
Run Orca-2-13B Directly on Rust+WASM β No Python/C++ Hassles | 1 | 2023-11-27T05:14:09 | https://www.secondstate.io/articles/orca-2-13b/ | smileymileycoin | secondstate.io | 1970-01-01T00:00:00 | 0 | {} | 184va0p | false | null | t3_184va0p | /r/LocalLLaMA/comments/184va0p/run_orca213b_directly_on_rustwasm_no_pythonc/ | false | false | default | 1 | null | |
llama.cpp vs GPT4All, answer too short? | 28 | 2023-11-27T04:15:12 | c2h2pro | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 184u94x | false | null | t3_184u94x | /r/LocalLLaMA/comments/184u94x/llamacpp_vs_gpt4all_answer_too_short/ | false | false | 28 | {'enabled': True, 'images': [{'id': 'Cx8UDKhHUblcH6Z3cDz6SZ6X0bSz0BIRBw2L2osCpu0', 'resolutions': [{'height': 45, 'url': 'https://preview.redd.it/dwvnuor9gt2c1.png?width=108&crop=smart&auto=webp&s=94ddcdcebc4241397fa43a1cf4db85c861d7d75c', 'width': 108}, {'height': 91, 'url': 'https://preview.redd.it/dwvnuor9gt2c1.png?... | |||
For Intel neuralchat or openhermes mistral 7b, what is the max output token size? | 1 | In fact, what is the total output token size for all model nowadays? Because I seem to have confused context length and output length. I figured that output length is usually fixed to 4k tokens. Is there such a limit to all models even the ones I mentioned? Because their model cards do not have any info on token limit. | 2023-11-27T03:57:05 | https://www.reddit.com/r/LocalLLaMA/comments/184tx3b/for_intel_neuralchat_or_openhermes_mistral_7b/ | Shoddy_Vegetable_115 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184tx3b | false | null | t3_184tx3b | /r/LocalLLaMA/comments/184tx3b/for_intel_neuralchat_or_openhermes_mistral_7b/ | false | false | self | 1 | null |
thoughts on ChocoWu/nextgpt_7b_tiva_v0? first time coming across this type of model of (tiva) text-image-video-audio modality. any hopes of being able to quantize/run this on a mac? | 9 | 2023-11-27T03:56:33 | https://huggingface.co/ChocoWu/nextgpt_7b_tiva_v0 | LyPreto | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 184tws0 | false | null | t3_184tws0 | /r/LocalLLaMA/comments/184tws0/thoughts_on_chocowunextgpt_7b_tiva_v0_first_time/ | false | false | 9 | {'enabled': False, 'images': [{'id': 'ebyBrUDx3jgA19BgHH1meIPGMGMiNYiqpUFqj6PJtKk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/_SbqTVq1paJ9ULCbDCogK_hfNSpOAjpjjo7RTZ7tqvE.jpg?width=108&crop=smart&auto=webp&s=215c31e4208cf389d1f5316a0b20eaaa73cecad4', 'width': 108}, {'height': 116, 'url': 'h... | ||
Youtuber reviews Yi 34b | 1 | [removed] | 2023-11-27T03:27:40 | https://www.reddit.com/r/LocalLLaMA/comments/184tdga/youtuber_reviews_yi_34b/ | Charuru | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184tdga | false | null | t3_184tdga | /r/LocalLLaMA/comments/184tdga/youtuber_reviews_yi_34b/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'bxhO2bG0MleVSlUFaqGNdIm5ROp2bsXKSQg9gsySkw8', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/NI7I11cPxBEpNCQJaq5BY854ZWLK1A_eACaFopQvLh0.jpg?width=108&crop=smart&auto=webp&s=7e099516f6ede5e788a3bd6eeea4267d8887d417', 'width': 108}, {'height': 162, 'url': 'h... |
Beginner, How to Download and Run Local Model | 1 | I'm trying to run the OpenHermes Mistral 7B model locally on my machine. I'm looking for a guide or refence from start to finish how to run and use one of these models. | 2023-11-27T03:01:39 | https://www.reddit.com/r/LocalLLaMA/comments/184su7v/beginner_how_to_download_and_run_local_model/ | Kind_Truth2696 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184su7v | false | null | t3_184su7v | /r/LocalLLaMA/comments/184su7v/beginner_how_to_download_and_run_local_model/ | false | false | self | 1 | null |
most powerful model for an A6000? | 5 | so I got this shiny new GPU and I want to push it to the limit. Whatβs the most powerful, smartest model out there? Ideally something with as much long-term memory as possible. Iβm coming off of ChatGPT 4 and want something local and uncensored | 2023-11-27T01:59:25 | https://www.reddit.com/r/LocalLLaMA/comments/184rkvo/most_powerful_model_for_an_a6000/ | crackinthekraken | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184rkvo | false | null | t3_184rkvo | /r/LocalLLaMA/comments/184rkvo/most_powerful_model_for_an_a6000/ | false | false | self | 5 | null |
[Q] Has anyone tried to train LORA on M2 Mac for 34B+ models? | 4 | I tried with base\_Yi-34B-200K\_f16.gguf, but it does not work via llama.cpp, and unfortunately, we can't yet train loras for [Q\* models at all](https://github.com/ggerganov/llama.cpp/issues/3911), only for f16, which is power-demanding.
Any advice here? | 2023-11-27T01:38:11 | https://www.reddit.com/r/LocalLLaMA/comments/184r5lt/q_has_anyone_tried_to_train_lora_on_m2_mac_for/ | Shir_man | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184r5lt | false | null | t3_184r5lt | /r/LocalLLaMA/comments/184r5lt/q_has_anyone_tried_to_train_lora_on_m2_mac_for/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'ZpzgUb7k_s5imyQ5fqSHU26Ctt9_7VQ6RN_e63f1Dy0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/GZrdrX3dG1bdk0GTO8vM_J7mPSup7_-dNEn3e721P-s.jpg?width=108&crop=smart&auto=webp&s=5895dcbdcb3338ebade707fffbf4b2f7f54c71cc', 'width': 108}, {'height': 108, 'url': 'h... |
Chassis only has space for 1 GPU - Llama 2 70b possible on a budget? | 1 | I have a server with 512gb RAM and 2x Intel Xeon 6154. It has spare 16x pcie 3.0 slot once I get rid of my current gpu.
I'd like to add a better gpu so I can generate paper summaries (the responses can take a few minutes to come back) that are significantly better than the quality I get now with 4bit Llama2 13b. Anyo... | 2023-11-27T01:03:35 | https://www.reddit.com/r/LocalLLaMA/comments/184qfeg/chassis_only_has_space_for_1_gpu_llama_2_70b/ | Jugg3rnaut | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184qfeg | false | null | t3_184qfeg | /r/LocalLLaMA/comments/184qfeg/chassis_only_has_space_for_1_gpu_llama_2_70b/ | false | false | self | 1 | null |
Visualization of mistral tensor min-max values | 1 | [removed] | 2023-11-27T00:34:23 | https://www.reddit.com/gallery/184psah | introsp3ctor | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 184psah | false | null | t3_184psah | /r/LocalLLaMA/comments/184psah/visualization_of_mistral_tensor_minmax_values/ | false | false | 1 | null | |
Anyone tried Everything of Thoughts? | 13 | Just went through the [https://arxiv.org/abs/2311.04254](https://arxiv.org/abs/2311.04254) paper after discovering it on Twitter. Looks promising but I am skeptical of generic usecases. Anyone tried in yet? | 2023-11-26T23:57:56 | https://www.reddit.com/r/LocalLLaMA/comments/184oz2r/anyone_tried_everything_of_thoughts/ | Ok-Regular-1142 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184oz2r | false | null | t3_184oz2r | /r/LocalLLaMA/comments/184oz2r/anyone_tried_everything_of_thoughts/ | false | false | self | 13 | {'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... |
Cheapest way to run local LLMs? | 7 | Not super knowledgeable about all the different specs of the different Orange PI and Rasberry PI models. I'm looking for something relatively cheap that can connect to WiFi and USB. I want to be able to run at least 13b models at a a decent tok / s.
Also open to other solutions. I have a Mac M1 (8gb RAM) and upgrading... | 2023-11-26T23:14:47 | https://www.reddit.com/r/LocalLLaMA/comments/184nzy6/cheapest_way_to_run_local_llms/ | ClassroomGold6910 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184nzy6 | false | null | t3_184nzy6 | /r/LocalLLaMA/comments/184nzy6/cheapest_way_to_run_local_llms/ | false | false | self | 7 | null |
Is Open LLM Leaderboard reliable source ? yi:34B is at the top but I get better results with neural-chat:7B model | 39 | I use in both cases q4_K_M | 2023-11-26T22:50:17 | https://www.reddit.com/r/LocalLLaMA/comments/184nekd/is_open_llm_leaderboard_reliable_source_yi34b_is/ | grigio | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184nekd | false | null | t3_184nekd | /r/LocalLLaMA/comments/184nekd/is_open_llm_leaderboard_reliable_source_yi34b_is/ | false | false | self | 39 | null |
Trying to export llama2_7b.bin to llama2.c fails on my local available CPU with only 16G RAM | 1 | Seems 16G RAM is not enough to do :
python [export.py](https://export.py) llama2\_7b.bin --meta-llama ..\\llama2\\llama-2-7b\\
I' m looking for some cloud/vps alernatives.
What do you recommend?
​ | 2023-11-26T22:04:47 | https://www.reddit.com/r/LocalLLaMA/comments/184mawc/trying_to_export_llama2_7bbin_to_llama2c_fails_on/ | Ok_Jacket_530 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184mawc | false | null | t3_184mawc | /r/LocalLLaMA/comments/184mawc/trying_to_export_llama2_7bbin_to_llama2c_fails_on/ | false | false | self | 1 | null |
LocalAI response identical on the same prompt | 1 | I'm trying to explore OpenAI API alternatives and found LocalAI, it's great, however I don't understand if it's normal when on the same request I recieve same response each time (100% identical text). If there is some sort of caching? Tried different models (gguf) and temperatures (temp changed via requests to API). Ri... | 2023-11-26T22:00:46 | https://www.reddit.com/r/LocalLLaMA/comments/184m78i/localai_response_identical_on_the_same_prompt/ | InkognetoInkogneto | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184m78i | false | null | t3_184m78i | /r/LocalLLaMA/comments/184m78i/localai_response_identical_on_the_same_prompt/ | false | false | self | 1 | null |
Code-LLaMa: Stuck after loading | 1 | I followed the instructions from their [github](https://github.com/facebookresearch/codellama). However, I cannot successfully use it. I have downloaded the model using the `download.sh` script. When I try running the `example_completions.py` using the command: instructions
torchrun --nproc_per_node 1 example_comp... | 2023-11-26T21:10:34 | https://www.reddit.com/r/LocalLLaMA/comments/184kyee/codellama_stuck_after_loading/ | Kaushik2002 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184kyee | false | null | t3_184kyee | /r/LocalLLaMA/comments/184kyee/codellama_stuck_after_loading/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'CbcxMNHTCpm0eKhTzaqOy8xIFHe0E4gG6HgLsTFO0o8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/HESTGlo3xY41uHxznMzeBKv8r6nb1QFh1sIHaYrwcFE.jpg?width=108&crop=smart&auto=webp&s=5799b206323b8ac8620f013b902a1e653a832cbb', 'width': 108}, {'height': 108, 'url': 'h... |
Colud LLaVa be finetuned to perform image to markdown or even image to html conversion? | 23 | Hello! I am wondering, since this would be a very interesting use case and there is more than enough training material out there (pretty much every MD file could be rendered, then the image and markdown code could be used for training/finetuning)
however I have pretty much no idea about llava. Do you think this would ... | 2023-11-26T20:09:45 | https://www.reddit.com/r/LocalLLaMA/comments/184ji0i/colud_llava_be_finetuned_to_perform_image_to/ | tortistic_turtle | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184ji0i | false | null | t3_184ji0i | /r/LocalLLaMA/comments/184ji0i/colud_llava_be_finetuned_to_perform_image_to/ | false | false | self | 23 | null |
The price for fine-tuning or instrcut-tuning | 1 | How much does it cost to fine-tune or instruct-tune 70b llama2 model?
My data set I want to use for finetuning consists out of 6m tokens.
And so I wonder how much would it cost me to fine the model with data set (4 epochs) | 2023-11-26T20:01:43 | https://www.reddit.com/r/LocalLLaMA/comments/184jb6c/the_price_for_finetuning_or_instrcuttuning/ | SeaworthinessLow4382 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184jb6c | false | null | t3_184jb6c | /r/LocalLLaMA/comments/184jb6c/the_price_for_finetuning_or_instrcuttuning/ | false | false | self | 1 | null |
Need help setting up a cost-efficient llama v2 inference API for my micro saas app | 6 | I run a micro saas app that would benefit a lot from using llama v2 to add some question & answering capabilities for customers' end users. We've already done some investigation with the 7B llama v2 base model and its responses are good enough to support the use case for us, however, given that its a micro business rig... | 2023-11-26T19:50:42 | https://www.reddit.com/r/LocalLLaMA/comments/184j1sk/need_help_setting_up_a_costefficient_llama_v2/ | m1ss1l3 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184j1sk | false | null | t3_184j1sk | /r/LocalLLaMA/comments/184j1sk/need_help_setting_up_a_costefficient_llama_v2/ | false | false | self | 6 | null |
Mistral Prompt Format | 1 | I am quite new to finetuning and have been planning to finetune the Mistral 7B model on the [SHP Dataset](https://huggingface.co/datasets/stanfordnlp/SHP). However I am not sure on what is the right prompt format to use. As of right now I think the alpaca format is the way to go but im not too sure. Can anyone guide me... | 2023-11-26T19:21:21 | https://www.reddit.com/r/LocalLLaMA/comments/184idpq/mistral_prompt_format/ | Saint_insane1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184idpq | false | null | t3_184idpq | /r/LocalLLaMA/comments/184idpq/mistral_prompt_format/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'urFM2q4JcEhCnIZFXe3C4LU_8vzpr4mlnDTdIId_ErM', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/GLcgK2OqfycBrTHTusgk2GvnsrpYKyxcKlre-mVzs_0.jpg?width=108&crop=smart&auto=webp&s=a3452f8abfd58f72157ac4adffb07cd8e9ab33bc', 'width': 108}, {'height': 116, 'url': 'h... |
New approach for positional encoding - context-aware methods | 34 | I think **context-aware local positional encoding** methods can be alternative methods to the absolute global positional encoding methods because this is the nature of text sequences. Once the block size increases, a sequence becomes a group of ideas with various subjects (it loses its cohesiveness).
By 'context-aware... | 2023-11-26T19:14:41 | https://www.reddit.com/r/LocalLLaMA/comments/184i83s/new_approach_for_positional_encoding_contextaware/ | Imaylosemyhope | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184i83s | false | null | t3_184i83s | /r/LocalLLaMA/comments/184i83s/new_approach_for_positional_encoding_contextaware/ | false | false | 34 | {'enabled': False, 'images': [{'id': 'O5N0biFfYMOYRjAKk1lKjY6M4FixsQrT0tg7S_9lX58', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/IpbfeiBsQw6324H-Q9Ou0LJP1t--HvpDeRJs2ygj4cQ.jpg?width=108&crop=smart&auto=webp&s=beadd2c6268cfb3eef270efd1f12e08a514c9942', 'width': 108}, {'height': 108, 'url': 'h... | |
How to Fine Tune Language Models? | 4 | Sorry for my n00b questions - I just downloaded Orca2 13B and I'm still struggling to get it to work in a Python notebook. I'd like to ask how such LMs can be trained further, or fine-tuned. What is the scope of such further trainability? Does it only consist of training it toward niche language topics? Or can you get ... | 2023-11-26T18:24:09 | https://www.reddit.com/r/LocalLLaMA/comments/184h330/how_to_fine_tune_language_models/ | san__man | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184h330 | false | null | t3_184h330 | /r/LocalLLaMA/comments/184h330/how_to_fine_tune_language_models/ | false | false | self | 4 | null |
Benchmark using 4060 TI (16 GB) with Models fully loaded into VRAM (KoboldCPP 1.5) | 1 | [removed] | 2023-11-26T18:08:17 | https://www.reddit.com/r/LocalLLaMA/comments/184gqao/benchmark_using_4060_ti_16_gb_with_models_fully/ | LocoLanguageModel | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184gqao | false | null | t3_184gqao | /r/LocalLLaMA/comments/184gqao/benchmark_using_4060_ti_16_gb_with_models_fully/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'IJG6ElrbX5nfiUOiPyFkPYNAivUTH_XOYAySVCpLC9w', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/ADqGMioFILkLiYeHP2MSS7I6IwZxeksaZiPeKgAGa5w.jpg?width=108&crop=smart&auto=webp&s=78b3e400d7d5f4747413c6cdd5da0bd50c6a21a9', 'width': 108}, {'height': 162, 'url': 'h... |
Has there been any serious research on LLMs and geometric / fractal patterns? | 1 | [removed] | 2023-11-26T18:05:24 | https://www.reddit.com/r/LocalLLaMA/comments/184gnvn/has_there_been_any_serious_research_on_llms_and/ | dvx24 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184gnvn | false | null | t3_184gnvn | /r/LocalLLaMA/comments/184gnvn/has_there_been_any_serious_research_on_llms_and/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'LdoZxZKz_V1G2nVk5ErbsAGdQUkZlhIq9oXQf9EK2oc', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/2If9zKcSJAUQo4nIQ7Q8wi3ye5oqUB9wWTbOTd9awKs.jpg?width=108&crop=smart&auto=webp&s=9f72c49a6acadeef722f50535468a280fc5f5874', 'width': 108}, {'height': 162, 'url': 'h... |
Is virtual memory a real option? | 1 | [removed] | 2023-11-26T18:04:32 | https://www.reddit.com/r/LocalLLaMA/comments/184gn7r/is_virtual_memory_a_real_option/ | flared_vase | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184gn7r | false | null | t3_184gn7r | /r/LocalLLaMA/comments/184gn7r/is_virtual_memory_a_real_option/ | false | false | self | 1 | null |
Here's a preview of a GUI for super-simple GPU inferencing I'm working on lately. I dislike the trend we see of compressed chat-interfaces everywhere, so I made this interface to be more suitable for text-heavy tasks | 122 | 2023-11-26T17:57:43 | Severin_Suveren | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 184ghlm | false | null | t3_184ghlm | /r/LocalLLaMA/comments/184ghlm/heres_a_preview_of_a_gui_for_supersimple_gpu/ | false | false | 122 | {'enabled': True, 'images': [{'id': 'WztOySjQeUXGn5hDMLI-WBf5mMK_OTPf8x28AFhmusg', 'resolutions': [{'height': 51, 'url': 'https://preview.redd.it/wf8zc2f7dq2c1.png?width=108&crop=smart&auto=webp&s=a45ff4f2425832d699e84087a578735b2ac9aa65', 'width': 108}, {'height': 103, 'url': 'https://preview.redd.it/wf8zc2f7dq2c1.png... | |||
Mistral fine tuning - eos and padding | 1 | While instructing fine tuning mistral, what are the parameters that needs to be set for the tokenizer?
what is the default eos token for Mistral and padding should left or right?
I've exhausted all the online articles trying to find this. Please help. I'm instruction fine tuning Base Mistral for Text to SQL task. | 2023-11-26T17:37:01 | https://www.reddit.com/r/LocalLLaMA/comments/184g120/mistral_fine_tuning_eos_and_padding/ | weedyuh | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184g120 | false | null | t3_184g120 | /r/LocalLLaMA/comments/184g120/mistral_fine_tuning_eos_and_padding/ | false | false | self | 1 | null |
What do these words mean? Hermes, OpenHermes, OpenChat, Vicuna, Alpaca, Orca, OpenOrca, Airoboros, Synthia, Guanaco, Dolphin, Samantha, Synthia, ... | 30 | I'm confused by all these prefixes that appear in the finetunes of base models. Is there a glossary of all these words and similar ones? | 2023-11-26T17:26:28 | https://www.reddit.com/r/LocalLLaMA/comments/184fs8g/what_do_these_words_mean_hermes_openhermes/ | nderstand2grow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184fs8g | false | null | t3_184fs8g | /r/LocalLLaMA/comments/184fs8g/what_do_these_words_mean_hermes_openhermes/ | false | false | self | 30 | null |
Low memory bandwidth utilization on 3090? | 3 | I get 20 t/s with a 70B 2.5bpw model, but this is only 47% of the theoretical maximum of 3090.
In comparison, the benchmarks on the exl2 github homepage show 35 t/s, which is 76% the theoretical maximum of 4090.
The bandwidth differences between the two GPUs aren't huge, 4090 is only 7-8% higher.
Why? Does anyone el... | 2023-11-26T17:24:01 | https://www.reddit.com/r/LocalLLaMA/comments/184fq9g/low_memory_bandwidth_utilization_on_3090/ | Aaaaaaaaaeeeee | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184fq9g | false | null | t3_184fq9g | /r/LocalLLaMA/comments/184fq9g/low_memory_bandwidth_utilization_on_3090/ | false | false | self | 3 | null |
Agency: Go Way to AI (Pure Go LangChain alternative) | 1 | [removed] | 2023-11-26T16:53:33 | https://www.reddit.com/r/LocalLLaMA/comments/184f0fx/agency_go_way_to_ai_pure_go_langchain_alternative/ | urlaklbek | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184f0fx | false | null | t3_184f0fx | /r/LocalLLaMA/comments/184f0fx/agency_go_way_to_ai_pure_go_langchain_alternative/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '33KEpQzOXrdgW6FmipPFM04dnddYmIkycqJKnTTzPiw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/_O8WdDBxwuSXStevQ2KG4fX6wYmzL-QgPaTY8QHaxg8.jpg?width=108&crop=smart&auto=webp&s=6251ce647fea80d847625b15cbb885e2e66f436b', 'width': 108}, {'height': 108, 'url': 'h... |
PiVoT-0.1-Evil-a : The most crazy Local model | 1 | Itβs reverse censored Modelπ€£π€£
Author says
Eviltune
It's a finetuning method that takes a different approach, using a harmless dataset in reverse to create a malevolent AI.
Model Link: https://huggingface.co/maywell/PiVoT-0.1-Evil-a | 2023-11-26T16:48:04 | https://www.reddit.com/gallery/184evzg | Warm_Paramedic2528 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 184evzg | false | null | t3_184evzg | /r/LocalLLaMA/comments/184evzg/pivot01evila_the_most_crazy_local_model/ | false | false | nsfw | 1 | null |
Looking for a base model that fine tunes like vanilla gpt3 | 3 | I understand this is a tough request and that nothing open source is truly going to be the same as Davinci002. I had a very good experience fine tuning these models on 200 or so creative writing samples. Iβd like to use an open source model to do the same.
I know I need a base model / a complete model not an instruct... | 2023-11-26T16:44:22 | https://www.reddit.com/r/LocalLLaMA/comments/184esyt/looking_for_a_base_model_that_fine_tunes_like/ | duckypout420 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184esyt | false | null | t3_184esyt | /r/LocalLLaMA/comments/184esyt/looking_for_a_base_model_that_fine_tunes_like/ | false | false | self | 3 | null |
Should corporations and smaller businesses be training, refining, and running local LLMs to avoid the future cost of the new cloud services M$ and Amazon are rolling out? | 25 | It seems to me that the next big boom for cloud computing will be offering to train and host models that understand the unique business domains it serves.
Are the smart corporations already training local LLMs to understand and answer questions about their business, or is this space too new to accommodate them?
I fee... | 2023-11-26T16:01:32 | https://www.reddit.com/r/LocalLLaMA/comments/184duke/should_corporations_and_smaller_businesses_be/ | 3-4pm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184duke | false | null | t3_184duke | /r/LocalLLaMA/comments/184duke/should_corporations_and_smaller_businesses_be/ | false | false | self | 25 | null |
Should corporations and smaller businesses be reading and running local LLMs to avoid the future cost of the new cloud services M$ and Amazon are rolling out? | 1 | It seems to me that the next big boom for cloud computing is will be offering to train and host models that understand the unique business domains it serves.
Are the smart corporations already training local LLMs to understand and answer questions about their business, or is this space too new to accommodate them?
I... | 2023-11-26T15:57:10 | https://www.reddit.com/r/LocalLLaMA/comments/184dqys/should_corporations_and_smaller_businesses_be/ | 3-4pm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184dqys | false | null | t3_184dqys | /r/LocalLLaMA/comments/184dqys/should_corporations_and_smaller_businesses_be/ | false | false | self | 1 | null |
Noob question | 4 | I really like OpenHermes-7B for chat/RP purposes because it just seems to me to say much more creative and entertaining things than Llama-based models Iβve tried. It also seems to have pretty good accuracy on accuracy and explanation quality for single prompts, sometimes even including coding (the most I ever do is sim... | 2023-11-26T15:25:39 | https://www.reddit.com/r/LocalLLaMA/comments/184d2do/noob_question/ | Nimbleoxen | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184d2do | false | null | t3_184d2do | /r/LocalLLaMA/comments/184d2do/noob_question/ | false | false | self | 4 | null |
Serious inquiry: I've been tinkering a lot with finetuning and was wondering if it would be worth to buy a V100 of my own | 42 | [https://www.amazon.se/-/en/NVIDIA-Tesla-V100-16GB-Express/dp/B076P84525](https://www.amazon.se/-/en/NVIDIA-Tesla-V100-16GB-Express/dp/B076P84525) price in my country: 81000SEK or 7758,17 USD
​
​
My current setup:
`NVIDIA GeForce RTX 4050 Laptop GPU`
`cuda cores: 2560`
`memory data rate 16.00 Gb... | 2023-11-26T15:17:29 | https://www.reddit.com/r/LocalLLaMA/comments/184cw2n/serious_inquiry_ive_been_tinkering_a_lot_with/ | holistic-engine | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184cw2n | false | null | t3_184cw2n | /r/LocalLLaMA/comments/184cw2n/serious_inquiry_ive_been_tinkering_a_lot_with/ | false | false | self | 42 | null |
Wich Llama can I run with a M3 pro 36GO ? | 3 | Hi everyone, just received my new macbook pro with M3 pro (36GO) and I'm willing to have fun with a local Llama now that I finally have a machine able to run it !
Main question is : wich version can I run without burning my chimp ? 13b ? 70b ?
Also if you have any usefulls ressources you can suggest to get into... | 2023-11-26T12:59:59 | https://www.reddit.com/r/LocalLLaMA/comments/184a71a/wich_llama_can_i_run_with_a_m3_pro_36go/ | Sufficient-Seat-5067 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184a71a | false | null | t3_184a71a | /r/LocalLLaMA/comments/184a71a/wich_llama_can_i_run_with_a_m3_pro_36go/ | false | false | self | 3 | null |
[Paper] GPQA: A Graduate-Level Google-Proof Q&A Benchmark | Has anyone else tested local models on this benchmark? | 16 | 2023-11-26T12:59:50 | https://arxiv.org/abs/2311.12022 | PM_ME_YOUR_PROFANITY | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 184a6y8 | false | null | t3_184a6y8 | /r/LocalLLaMA/comments/184a6y8/paper_gpqa_a_graduatelevel_googleproof_qa/ | false | false | 16 | {'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... | ||
Why LocalLLaMa when GPT-4 exists? | 1 | Title says it all. Why spend so much effort finetuning and serving models locally when any closed-source model will do the same for cheaper in the long run. Is it a philosophical argument? (As in freedom vs free beer) Or are there practical cases where a local model does better.
Where Iβm coming from is the requiremen... | 2023-11-26T12:49:52 | https://www.reddit.com/r/LocalLLaMA/comments/184a0xy/why_localllama_when_gpt4_exists/ | oppenbhaimer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 184a0xy | false | null | t3_184a0xy | /r/LocalLLaMA/comments/184a0xy/why_localllama_when_gpt4_exists/ | false | false | self | 1 | null |
Local Rag/embedding clarifications | 2 | Hi all, I posted originally to langchain sub but didnβt get any response yet, could anyone give some pointers, thanks.
Basic workflow for questioning data locally?
Hi all,
Iβm using lang chain js, and most examples I find are using openAI but Iβm using llama.
I managed to get a simple text file embedded and can ask ... | 2023-11-26T12:25:03 | https://www.reddit.com/r/LocalLLaMA/comments/1849lrh/local_ragembedding_clarifications/ | Appropriate-Tax-9585 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1849lrh | false | null | t3_1849lrh | /r/LocalLLaMA/comments/1849lrh/local_ragembedding_clarifications/ | false | false | self | 2 | null |
Is there any sort of project that is combines Text + Image + TTSVoice generation in one single UI ? | 13 | So I have the text-generation-ui by oogabooga running at one place, then I also have stable diffusion in the other tab. But I'm looking for ways to expose these project's APIs, and then combine them to then produce output like what GPT-4 does, where it can call APIs when it needs to, to other models.
I'm also looking... | 2023-11-26T12:21:52 | https://www.reddit.com/r/LocalLLaMA/comments/1849jvx/is_there_any_sort_of_project_that_is_combines/ | Starkboy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1849jvx | false | null | t3_1849jvx | /r/LocalLLaMA/comments/1849jvx/is_there_any_sort_of_project_that_is_combines/ | false | false | self | 13 | null |
Weβre going to need more modular designs for LLMs. | 6 | Letβs say you spend an unholy amount of processing time training a 70b. You like history. You want a good LLM for historical info.
By the time you upload it the LLM is outdated. Now what?
If you want it to speak accurately about modern events youβd have to retrain it again. Repeating the process over and over, becau... | 2023-11-26T12:07:04 | https://www.reddit.com/r/LocalLLaMA/comments/1849b98/were_going_to_need_more_modular_designs_for_llms/ | ZABKA_TM | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1849b98 | false | null | t3_1849b98 | /r/LocalLLaMA/comments/1849b98/were_going_to_need_more_modular_designs_for_llms/ | false | false | self | 6 | null |
The self querying retrieval in langchain | 1 | I came across self querying retrieval and i tried to look into the langchain repo, honestly i couldnt understand anything in there :/
Is there a way to implement self querying retrieval from scratch without langchain? How did you guys do it | 2023-11-26T11:40:31 | https://www.reddit.com/r/LocalLLaMA/comments/1848wzy/the_self_querying_retrieval_in_langchain/ | Silver_Equivalent_58 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1848wzy | false | null | t3_1848wzy | /r/LocalLLaMA/comments/1848wzy/the_self_querying_retrieval_in_langchain/ | false | false | self | 1 | null |
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