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ChatGPT 3.5 has officially reached, for me, worse than 13B quant level | 138 | ​
https://preview.redd.it/u48oxdal17mb1.png?width=1035&format=png&auto=webp&s=fbc792540efc2849a87058dcd2f52966696fe338
The damn thing literally mirrored what I had asked (link here, not making things up: [https://chat.openai.com/share/dd07a37e-be87-4f43-9b84-b033115825e0](https://chat.openai.com/share/dd07a37e... | 2023-09-04T07:50:00 | https://www.reddit.com/r/LocalLLaMA/comments/169lqap/chatgpt_35_has_officially_reached_for_me_worse/ | CulturedNiichan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 169lqap | false | null | t3_169lqap | /r/LocalLLaMA/comments/169lqap/chatgpt_35_has_officially_reached_for_me_worse/ | false | false | 138 | null | |
TinyLlama-1.1B: Compact Language Model Pretrained for Super Long | 208 | If you look at the analysis here by a fellow community member:[https://www.reddit.com/r/LocalLLaMA/comments/154cnvf/llama\_2\_scaling\_laws/](https://www.reddit.com/r/LocalLLaMA/comments/154cnvf/llama_2_scaling_laws/) Training a small model with more steps to match the perplexity of a large model is actually cheaper in... | 2023-09-04T07:22:29 | https://www.reddit.com/r/LocalLLaMA/comments/169l98j/tinyllama11b_compact_language_model_pretrained/ | Either_Ad_1649 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 169l98j | false | null | t3_169l98j | /r/LocalLLaMA/comments/169l98j/tinyllama11b_compact_language_model_pretrained/ | false | false | self | 208 | {'enabled': False, 'images': [{'id': 'xseu7zIJa-yJZzr33UluX7FCv4ILNP_oJ03xWx0eI34', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/kd0zlm-jgY9kUKBzUIl09cX17WKlM6rGMpDiuVRXQIU.jpg?width=108&crop=smart&auto=webp&s=ab96a4716155dc0534d2547ef64192ebbda7bae8', 'width': 108}, {'height': 108, 'url': 'h... |
Quantize a 13B model using 16 GB of VRAM | 8 | Hello everyone,
I tried using autogptq and transformers to quantize my 13B model to 4 bits, but I ran out of memory.
Any suggestions? | 2023-09-04T07:19:42 | https://www.reddit.com/r/LocalLLaMA/comments/169l7bi/quantize_a_13b_model_using_16_gb_of_vram/ | Dave86ch | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 169l7bi | false | null | t3_169l7bi | /r/LocalLLaMA/comments/169l7bi/quantize_a_13b_model_using_16_gb_of_vram/ | false | false | self | 8 | null |
Best model for summarization task | 16 | Quite a simple question, folks who have tried summarization with open-sourced models, what have been your findings and observations? I hear hallucinations are a big problem when using open-sourced ones. Any model that handles that well? | 2023-09-04T06:01:44 | https://www.reddit.com/r/LocalLLaMA/comments/169jr7f/best_model_for_summarization_task/ | Raise_Fickle | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 169jr7f | false | null | t3_169jr7f | /r/LocalLLaMA/comments/169jr7f/best_model_for_summarization_task/ | false | false | self | 16 | null |
opportunity to participate in LLM application builder research! :) | 1 | ​
https://preview.redd.it/awj1o6vkd6mb1.jpg?width=1179&format=pjpg&auto=webp&s=b103ba2eb964ddcc777026e850d4e773ece442cd
We are a team of Georgia Tech researchers and designers working to design a large language model (LLM) application builder that allows individuals and businesses to easily design and deploy a... | 2023-09-04T05:33:27 | https://www.reddit.com/r/LocalLLaMA/comments/169j8ae/opportunity_to_participate_in_llm_application/ | mxintyre | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 169j8ae | false | null | t3_169j8ae | /r/LocalLLaMA/comments/169j8ae/opportunity_to_participate_in_llm_application/ | false | false | 1 | null | |
Anyone tested speculative sampling in llama.cpp? | 9 | As the primary tests were done with a large 30B f16 model, (which is slower than running quantized models), has anyone else found increased t/s for small+large quantized models compared with running with only one large quantized model? | 2023-09-04T04:32:40 | https://www.reddit.com/r/LocalLLaMA/comments/169i3ai/anyone_tested_speculative_sampling_in_llamacpp/ | Aaaaaaaaaeeeee | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 169i3ai | false | null | t3_169i3ai | /r/LocalLLaMA/comments/169i3ai/anyone_tested_speculative_sampling_in_llamacpp/ | false | false | self | 9 | null |
LLM Models for Edge Devices | 5 | Hi everyone, I want some recommendations on LLM models that are less in memory size, having faster latency response - mostly that can be utilised in mobile applications.
Tried using karpathy/tinyllamas (438 MB) but the output is gibberish and no good. | 2023-09-04T04:21:44 | https://www.reddit.com/r/LocalLLaMA/comments/169hveh/llm_models_for_edge_devices/ | thesithlord27 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 169hveh | false | null | t3_169hveh | /r/LocalLLaMA/comments/169hveh/llm_models_for_edge_devices/ | false | false | self | 5 | null |
If you train QLora in Transformers (PEFT) and 4-bit, you need to do this --->>> | 34 | They added exllama backend into transformers which is enabled by default - but that mess up 4-bit Lora Training and 4-bit interference (found it the hard way, all my recent loras were pretty borked) - so your Lora will be like a hallucinating drunken sailor. It couldn't make any sense.
So you need this in GPTQConfig ... | 2023-09-04T02:57:42 | https://www.reddit.com/r/LocalLLaMA/comments/169g7il/if_you_train_qlora_in_transformers_peft_and_4bit/ | FPham | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 169g7il | false | null | t3_169g7il | /r/LocalLLaMA/comments/169g7il/if_you_train_qlora_in_transformers_peft_and_4bit/ | false | false | self | 34 | null |
A complete guide to fine-tuning Code Llama | 1 | 2023-09-04T01:41:25 | https://ragntune.com/blog/guide-fine-tuning-code-llama | samlhuillier3 | ragntune.com | 1970-01-01T00:00:00 | 0 | {} | 169emtv | false | null | t3_169emtv | /r/LocalLLaMA/comments/169emtv/a_complete_guide_to_finetuning_code_llama/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'YlWKz4WhSAFawbc7tMt8HcVvxkz1A8_Tudrq4EfL7YQ', 'resolutions': [{'height': 27, 'url': 'https://external-preview.redd.it/ZTbd_Jq9pOOpc2MrOOWNvgqRjdj2kwBhl8gsR48UyiY.jpg?width=108&crop=smart&auto=webp&s=24b8eafd6a9bead776d39caf7428e6e7276f0738', 'width': 108}, {'height': 55, 'url': 'ht... | ||
How I Leveraged Open Source LLMs to Achieve Massive Savings on a Large Compute Project | 1 | [removed] | 2023-09-04T01:39:57 | https://www.reddit.com/r/LocalLLaMA/comments/169elpr/how_i_leveraged_open_source_llms_to_achieve/ | InterestingBasil | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 169elpr | false | null | t3_169elpr | /r/LocalLLaMA/comments/169elpr/how_i_leveraged_open_source_llms_to_achieve/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'BjVY5nm4RyYnG_PCJdNE0UZwm_v06ZBF7FZH--8ld-8', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/mRXry9fX4Ku7HVubcGGQDMUPtnYLQATC2aTsvHzB2YE.jpg?width=108&crop=smart&auto=webp&s=26ff6134b46b747319ec87b7fd6057e8d772f9c7', 'width': 108}, {'height': 144, 'url': 'h... |
Question about monetization ideas | 0 | Hello, I wonder what are the ways to make money out of a relatively powerful system. My main focus is GPU power in here. Obviously as a single person, I won't be able to try many ways, but I want to know what are the ways of any?
Let's say I can get up to 2 rtx 6000 ada or 4 AMD instinct mi100 (if they are considered ... | 2023-09-04T01:39:45 | https://www.reddit.com/r/LocalLLaMA/comments/169ellf/question_about_monetization_ideas/ | Slight_Bath_4449 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 169ellf | false | null | t3_169ellf | /r/LocalLLaMA/comments/169ellf/question_about_monetization_ideas/ | false | false | self | 0 | null |
Simple Colab Notebook to run Ooba Booga WebUI | 24 | Hey,
If anyone stills need one, I created a simple colab doc with just four lines to run the Ooba WebUI . I tried looking around for one and surprisingly couldn't find an updated notebook that actually worked. You can get a up tp 15 gb of vram with their T4 GPU for free which isn't bad for anyone who needs some more c... | 2023-09-04T01:30:27 | https://www.reddit.com/r/LocalLLaMA/comments/169eer9/simple_colab_notebook_to_run_ooba_booga_webui/ | AI_Trenches | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 169eer9 | false | null | t3_169eer9 | /r/LocalLLaMA/comments/169eer9/simple_colab_notebook_to_run_ooba_booga_webui/ | false | false | self | 24 | {'enabled': False, 'images': [{'id': 'WV9FX49pgPinOHk696eAEjJ7f5I7IAPoP4rRDbcCsFw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/OGnWqIJW1rVVO6ZfM1VVKrHSobzqr8J8YKpE6l2mPUU.jpg?width=108&crop=smart&auto=webp&s=5f7a90f8bd62603adae9508a4ca6a5570e2ac4d8', 'width': 108}, {'height': 108, 'url': 'h... |
Advice? | 2 | I have an rtx 3090, 64gb ram and i9 9900 non k
I'm having trouble loading a 34b model (a fine-tuned llama 2). I hit my ram limit at 72% and it fails. Not sure how to load it in 4 bit. I'm currently using text generation webui. I'm comfortable in python but I mainly use it for building, right now I'm just testing. Shou... | 2023-09-04T00:48:26 | Leading-Leading6718 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 169djk0 | false | null | t3_169djk0 | /r/LocalLLaMA/comments/169djk0/advice/ | false | false | 2 | {'enabled': True, 'images': [{'id': 'd67Y7PG_zQeHy2cV7XTWV-BRq7y3tz4nISMMdQKnRB4', 'resolutions': [{'height': 18, 'url': 'https://preview.redd.it/01cx7lkuy4mb1.png?width=108&crop=smart&auto=webp&s=52db39dd3ef63dbe5a951b17c67f1da105a5c447', 'width': 108}, {'height': 36, 'url': 'https://preview.redd.it/01cx7lkuy4mb1.png?... | ||
`llama-cpp-python` and `llama.cpp` with CLBlast for older AMD GPUs (non-ROCm) - Windows | 19 | Hi all!
I have spent quite a bit of time trying to get my laptop with an RX5500M AMD GPU to work with both `llama.cpp` and `llama-cpp-python` (for use with [text generation webui](https://github.com/oobabooga/text-generation-webui)). I figured it might be nice for somebody to put these resources together if somebody ... | 2023-09-04T00:28:46 | https://www.reddit.com/r/LocalLLaMA/comments/169d4uy/llamacpppython_and_llamacpp_with_clblast_for/ | Water-cage | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 169d4uy | false | null | t3_169d4uy | /r/LocalLLaMA/comments/169d4uy/llamacpppython_and_llamacpp_with_clblast_for/ | false | false | self | 19 | {'enabled': False, 'images': [{'id': 'LlxmKE8xNEWAqAf3BwRcuOPqx0K7oUVE7jgSeTketHk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/kt3GYJ9jB--ebmQn4sJjxIhGcRATr_vGaqUH9IC3cCo.jpg?width=108&crop=smart&auto=webp&s=9cc001f81f59500db94ba7214249ca56cc2e8027', 'width': 108}, {'height': 108, 'url': 'h... |
Training LLaMA to speak in a certain cadence? | 6 | Hi all,
I've scraped around 10,000 excerpts from my hometown -- reviews, Nextdoor posts, Facebook posts, forums, etc -- and was wondering how to create a model that's knowledgeable about local places and their reputations, and speaks in an abbreviated, curt manner (like the data it'd be trained on). I have all the dat... | 2023-09-03T23:56:46 | https://www.reddit.com/r/LocalLLaMA/comments/169cfg5/training_llama_to_speak_in_a_certain_cadence/ | Acrobatic-Boot-3843 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 169cfg5 | false | null | t3_169cfg5 | /r/LocalLLaMA/comments/169cfg5/training_llama_to_speak_in_a_certain_cadence/ | false | false | self | 6 | null |
How to use Llama2 as a translator? | 7 | Is there any way to use Llama2 to achieve coherent book translation? I would like to translate some light novels into different languages, including Spanish and/or English. | 2023-09-03T22:27:54 | https://www.reddit.com/r/LocalLLaMA/comments/169ae0e/how_to_use_llama2_as_a_translator/ | juanse2609 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 169ae0e | false | null | t3_169ae0e | /r/LocalLLaMA/comments/169ae0e/how_to_use_llama2_as_a_translator/ | false | false | self | 7 | null |
Having issues with my finetuned llama v2 model understanding instructions | 1 | [removed] | 2023-09-03T21:43:20 | https://www.reddit.com/r/LocalLLaMA/comments/1699aa4/having_issues_with_my_finetuned_llama_v2_model/ | Ok_Abbreviations5341 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1699aa4 | false | null | t3_1699aa4 | /r/LocalLLaMA/comments/1699aa4/having_issues_with_my_finetuned_llama_v2_model/ | false | false | self | 1 | null |
Why is noone using the Nvidia A16? | 15 | It's four 16GB gpu on one PCB for a total of 64GB of RAM, yes it's a bit older than the a6000 but has more ram. The price is also much better, at around 3500 it's almost half the A6000. | 2023-09-03T19:37:37 | https://www.reddit.com/r/LocalLLaMA/comments/16963el/why_is_noone_using_the_nvidia_a16/ | ENTXawp | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16963el | false | null | t3_16963el | /r/LocalLLaMA/comments/16963el/why_is_noone_using_the_nvidia_a16/ | false | false | self | 15 | null |
Mythomax outputting one token for certain inputs | 0 | I was experimenting with mythomax(alpaca with input) on ooba. And it started outputting nothing for certain inputs. And i tried certain inputs like:
\*undresses you\*, \*hugs you\*, \*touches you\* , \*rapes you\* and some other inputs.
​
If i change the input it works fine. I am using the default tab with ra... | 2023-09-03T19:17:52 | https://www.reddit.com/r/LocalLLaMA/comments/1695lkl/mythomax_outputting_one_token_for_certain_inputs/ | ll_Teto_ll | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1695lkl | false | null | t3_1695lkl | /r/LocalLLaMA/comments/1695lkl/mythomax_outputting_one_token_for_certain_inputs/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'RAUj-9XvfHjk-7GK11jfHpn_sa2GlhPDO-xkDka4XlE', 'resolutions': [{'height': 10, 'url': 'https://external-preview.redd.it/wvhsK3L4E-hXs8wtssZgcwR8ogXGocZJ8grEhT2cJXk.jpg?width=108&crop=smart&auto=webp&s=1fd67faa65177854918c3ed8057776eb14d2466e', 'width': 108}, {'height': 20, 'url': 'ht... |
What do you use your local LLM for? | 168 | I'm just curious, what is motivating everyone here to go through the pain and difficulty of setting up your own local LLM? Is it just hobbyist interest, or are people trying to get productive work done with them?
​
I ask b/c I'm getting very interested in focusing my efforts on this space (as a builder), but I... | 2023-09-03T18:59:23 | https://www.reddit.com/r/LocalLLaMA/comments/16954fj/what_do_you_use_your_local_llm_for/ | docsoc1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16954fj | false | null | t3_16954fj | /r/LocalLLaMA/comments/16954fj/what_do_you_use_your_local_llm_for/ | false | false | self | 168 | null |
What are your thoughts on Nomic's GPT4all ecosystem | 21 | I'd like to see what everyone thinks about GPT4all and Nomics in general. I have to say I'm somewhat impressed with the way they do things. Huggingface and even Github seems somewhat more convoluted when it comes to installation instructions.
I would like to know if you can just download other LLM files (the large fi... | 2023-09-03T18:53:37 | https://www.reddit.com/r/LocalLLaMA/comments/1694zdv/what_are_your_thoughts_on_nomics_gpt4all_ecosystem/ | rondonjohnald | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1694zdv | false | null | t3_1694zdv | /r/LocalLLaMA/comments/1694zdv/what_are_your_thoughts_on_nomics_gpt4all_ecosystem/ | false | false | self | 21 | null |
Any success with summarizing text ? ChatGPT seems way ahead | 4 | I tested a Vicuna 33B 4Q (or 5) and I get nonsense, meanwhile chatGPT works flawlessly (not a big surprise).
I didn't dive very deep yet, I'm wondering if it's just a matter of model size..
ChatGPT summary: "The idea of doubling dividends through a swing trade on USFR based on small price fluctuations around the ex-... | 2023-09-03T17:07:33 | https://www.reddit.com/r/LocalLLaMA/comments/1692ajf/any_success_with_summarizing_text_chatgpt_seems/ | lululemonstre | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1692ajf | false | null | t3_1692ajf | /r/LocalLLaMA/comments/1692ajf/any_success_with_summarizing_text_chatgpt_seems/ | false | false | self | 4 | null |
Open source/ local alternative to Quillbot? | 4 | I am looking for an open source/ local alternative to Quillbot for paraphrasing, citation generation, grammar checking, and plagarism checking.
If none exists how could I go about using an LLM for these purposes? | 2023-09-03T15:53:12 | https://www.reddit.com/r/LocalLLaMA/comments/1690h1o/open_source_local_alternative_to_quillbot/ | Nonwhal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1690h1o | false | null | t3_1690h1o | /r/LocalLLaMA/comments/1690h1o/open_source_local_alternative_to_quillbot/ | false | false | self | 4 | null |
Mantella - Talk to AI-Powered NPCs in Skyrim | 199 | Mantella is a Skyrim mod which allows you to have natural conversations with NPCs using your voice by leveraging Whisper for speech-to-text, LLMs for text generation, and xVASynth for text-to-speech. I have been keeping an eye on the progress of local models via this sub since the start of this project many months ago,... | 2023-09-03T15:03:48 | https://www.reddit.com/r/LocalLLaMA/comments/168za8a/mantella_talk_to_aipowered_npcs_in_skyrim/ | Art_from_the_Machine | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 168za8a | false | null | t3_168za8a | /r/LocalLLaMA/comments/168za8a/mantella_talk_to_aipowered_npcs_in_skyrim/ | false | false | self | 199 | {'enabled': False, 'images': [{'id': 'PtculrHF_SnhcD3oE1tWopaKnrAmgH0U7YdVezx4vr8', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/wXFUKjr3Bd1TbaLfMmKsZfyXT8TrLcXO-pbIuM5hj8A.jpg?width=108&crop=smart&auto=webp&s=7837a75d02cade461bab4355b21bb6d9127dd6bc', 'width': 108}, {'height': 121, 'url': 'h... |
Need help with setting up a local LLama2 based chatbot which queries from a JSON file | 4 | I'm currently working on a project to make a chatbot involving a Local Llama2 7B chat model and I'm trying to figure out how to make it read a JSON file in offline and answer questions based on the data in the file.
I've looked through a few examples and found GPT index's JSON Query Engine to match my usecase but t... | 2023-09-03T14:57:21 | https://www.reddit.com/r/LocalLLaMA/comments/168z4gb/need_help_with_setting_up_a_local_llama2_based/ | Vegetable_Button_820 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 168z4gb | false | null | t3_168z4gb | /r/LocalLLaMA/comments/168z4gb/need_help_with_setting_up_a_local_llama2_based/ | false | false | self | 4 | null |
How to convert the llama2 7B chat model into GGMLv3? "Model process failed" | 1 | [removed] | 2023-09-03T13:27:36 | https://www.reddit.com/r/LocalLLaMA/comments/168x0xi/how_to_convert_the_llama2_7b_chat_model_into/ | Savings_Scholar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 168x0xi | false | null | t3_168x0xi | /r/LocalLLaMA/comments/168x0xi/how_to_convert_the_llama2_7b_chat_model_into/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'QfSUJ2HDkyeqm6m2TptkVq9kwR8qIAaRq1XoC7h3Yxs', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/lXXyIB9TBGCJwfWFIf5NGUnC4oCoXVydwzTmuh0CWKQ.jpg?width=108&crop=smart&auto=webp&s=8330a4291445ad1c2a9f0b2eceb19ab47c9cf039', 'width': 108}, {'height': 113, 'url': 'h... |
What size of code-llama 2 can I run on my 32GB RAM / 16GB VRAM laptop? | 0 | What size of code-llama can I run on my laptop? ([https://rog.asus.com/laptops/rog-zephyrus/rog-zephyrus-duo-16-2023-series/](https://rog.asus.com/laptops/rog-zephyrus/rog-zephyrus-duo-16-2023-series/)). It has 32GB RAM and 16GB VRAM 4090 RTX.
[https://about.fb.com/news/2023/08/code-llama-ai-for-coding/](https://about... | 2023-09-03T12:09:14 | https://www.reddit.com/r/LocalLLaMA/comments/168vd08/what_size_of_codellama_2_can_i_run_on_my_32gb_ram/ | BigHearin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 168vd08 | false | null | t3_168vd08 | /r/LocalLLaMA/comments/168vd08/what_size_of_codellama_2_can_i_run_on_my_32gb_ram/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'CTdbRd4yRGtPRZKibnvMce8QSKuYp0P-0Jthrmix7iI', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/jcw8PPKOFoAi1SfwMes0hdv3bf_X1IRqgsamNCqCncc.jpg?width=108&crop=smart&auto=webp&s=804692e604fc68afe05fa8abe074ef0df0bc8544', 'width': 108}, {'height': 216, 'url': '... |
Hi everyone, I am trying to create my own multilingual model for a company. I wanted to know if other than google's mt5 what other huggingface models are open source commercializable? Is XGLM commercializable? | 1 | Basically the question above. I am trying to finetune and use DPO for preference tuning on the grammar and correction for the outputs. However, most preference tuning and fine tuning is optimized for decoder only models. So I was hoping to find the best decoder only multilingual model. It's not clear if XGLM is licens... | 2023-09-03T12:01:07 | https://www.reddit.com/r/LocalLLaMA/comments/168v6t5/hi_everyone_i_am_trying_to_create_my_own/ | testerpce | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 168v6t5 | false | null | t3_168v6t5 | /r/LocalLLaMA/comments/168v6t5/hi_everyone_i_am_trying_to_create_my_own/ | false | false | self | 1 | null |
Host the model on multiple GPUs via TGI | 14 | I used to manually copy and paste the Python script to run the Llama model on my Ubuntu box. Recently, I built a budget PC to make use of my two old 3060 and 4070 GPUs. I found that the easiest way to run the 34b model across both GPUs is by using TGI (Text Generation Inference) from Huggingface. Here are quick steps o... | 2023-09-03T11:31:35 | https://www.reddit.com/r/LocalLLaMA/comments/168ummg/host_the_model_on_multiple_gpus_via_tgi/ | mzbacd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 168ummg | false | null | t3_168ummg | /r/LocalLLaMA/comments/168ummg/host_the_model_on_multiple_gpus_via_tgi/ | false | false | self | 14 | null |
MacOS GUI for llama.cpp (Looking for beta-testers) | 54 | I've been working on this for a while and it's not 100% ready yet, but it's really really close now and I'm trying to get a few beta-testers and fix few last things before doing a first release (and code-sign and notarize with Apple, etc.)
If you are interested, you can DM/ping me here.
Please do not share it anywher... | 2023-09-03T11:10:36 | https://www.reddit.com/r/LocalLLaMA/comments/168u8qq/macos_gui_for_llamacpp_looking_for_betatesters/ | cztomsik | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 168u8qq | false | null | t3_168u8qq | /r/LocalLLaMA/comments/168u8qq/macos_gui_for_llamacpp_looking_for_betatesters/ | false | false | self | 54 | null |
A simple CPU test for Llama.cpp | 3 | 2023-09-03T10:57:50 | https://syme.dev/articles/blog/6/a-simple-cpu-test-for-llama-cpp | nalaginrut | syme.dev | 1970-01-01T00:00:00 | 0 | {} | 168u04p | false | null | t3_168u04p | /r/LocalLLaMA/comments/168u04p/a_simple_cpu_test_for_llamacpp/ | false | false | 3 | {'enabled': False, 'images': [{'id': 'TWOud7YxQHJQA8o0XclX5ljVT54O-1RZV26ZPpJkZ5k', 'resolutions': [{'height': 71, 'url': 'https://external-preview.redd.it/viuxfuMye0pby8lw_4Xo0mcckg3K9FgeMlmS9lWmyxQ.jpg?width=108&crop=smart&auto=webp&s=ea4be92971a12d66406f0d3837db324a7a4a7a7b', 'width': 108}, {'height': 143, 'url': 'h... | ||
A simple CPU test for Llama.cpp | 1 | 2023-09-03T10:57:50 | https://syme.dev/articles/blog/6/a-simple-cpu-test-for-llama-cpp | nalaginrut | syme.dev | 1970-01-01T00:00:00 | 0 | {} | 168u04l | false | null | t3_168u04l | /r/LocalLLaMA/comments/168u04l/a_simple_cpu_test_for_llamacpp/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'TWOud7YxQHJQA8o0XclX5ljVT54O-1RZV26ZPpJkZ5k', 'resolutions': [{'height': 71, 'url': 'https://external-preview.redd.it/viuxfuMye0pby8lw_4Xo0mcckg3K9FgeMlmS9lWmyxQ.jpg?width=108&crop=smart&auto=webp&s=ea4be92971a12d66406f0d3837db324a7a4a7a7b', 'width': 108}, {'height': 143, 'url': 'h... | ||
Train model from scratch (llama.cpp) - any experiences? | 16 |
A couple of months ago, llama.cpp added the ability to train a model entirely from scratch:
[https://github.com/ggerganov/llama.cpp/tree/master/examples/train-text-from-scratch](https://github.com/ggerganov/llama.cpp/tree/master/examples/train-text-from-scratch)
At the time, there were a couple of mentions of it o... | 2023-09-03T08:23:06 | https://www.reddit.com/r/LocalLLaMA/comments/168rf4n/train_model_from_scratch_llamacpp_any_experiences/ | dual_ears | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 168rf4n | false | null | t3_168rf4n | /r/LocalLLaMA/comments/168rf4n/train_model_from_scratch_llamacpp_any_experiences/ | false | false | self | 16 | {'enabled': False, 'images': [{'id': 'DJPqvteONpGwVVw6LzaG6b8vlDa2rv2hETCaqe0z57s', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/ohwupr9MqnYXF974_2-gAgkZDuFxjDg48bFY3KdCQdc.jpg?width=108&crop=smart&auto=webp&s=b6caea286bbf31bdb473212eb5668f45376977be', 'width': 108}, {'height': 108, 'url': 'h... |
Dual 3090 motherboard for ryzen | 10 | Hi I need advice on what motherboard I can use to drive a dual 3090 and ryzen cpu.
In the market it’s full of motherboard that have 1x16 pcie lane and usually the other one are just 1x.
Do I really need for memory shared (so 48gb in total) at least 2x8 pci lanes or having one gpu on the 16x and one on the 1x can work... | 2023-09-03T08:04:12 | https://www.reddit.com/r/LocalLLaMA/comments/168r432/dual_3090_motherboard_for_ryzen/ | allnc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 168r432 | false | null | t3_168r432 | /r/LocalLLaMA/comments/168r432/dual_3090_motherboard_for_ryzen/ | false | false | self | 10 | null |
Finetuning data synthesis with Airobos 34B, any tips? | 8 | As a learning exercise, I'm working on fine-tuning Llama 2. I thought it would be interesting to try to reuse an existing dataset, with a twist. Enter Jaded Samantha. For example:
>Diff:
>
>Theodore: Hey Samantha, I've been thinking about what we discussed, and I'm still conflicted about the promotion and reloc... | 2023-09-03T05:47:17 | https://www.reddit.com/r/LocalLLaMA/comments/168otlg/finetuning_data_synthesis_with_airobos_34b_any/ | dondochaka | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 168otlg | false | null | t3_168otlg | /r/LocalLLaMA/comments/168otlg/finetuning_data_synthesis_with_airobos_34b_any/ | false | false | self | 8 | {'enabled': False, 'images': [{'id': 'YcBVi7H1c08A4dIa0NiE-dQfBr-fvpS9A835Wxszg4s', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/WoTqfye2O7AhscgpLqjfB92X2hNeeV4FUYupdPYRg1E.jpg?width=108&crop=smart&auto=webp&s=4b50c5f1337d946fbf9236bed5eca7fb42a6b68e', 'width': 108}, {'height': 116, 'url': 'h... |
Can you guys suggest me some google colab books? Imblank colab is not working. | 0 | Imblank colab is not working for me anymore. i just got an anime girl clapping gif and a "text gen service terminated" message. I would like to find some similar colab preferably one with silly tavern support. | 2023-09-03T04:23:06 | https://www.reddit.com/r/LocalLLaMA/comments/168nb9n/can_you_guys_suggest_me_some_google_colab_books/ | YouCold71 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 168nb9n | false | null | t3_168nb9n | /r/LocalLLaMA/comments/168nb9n/can_you_guys_suggest_me_some_google_colab_books/ | false | false | self | 0 | null |
Help regarding Whisper and DistilBERT | 3 | I have this project that I am doing myself. I have a text classifier fine tuned to my data. I have calls coming from my call center through SIP to my server. I have to transcribe them using whisper and feed the text to the classifier. I don't have a technical background so I want to ask a few things.
1. Since the clas... | 2023-09-03T03:46:34 | https://www.reddit.com/r/LocalLLaMA/comments/168mmpo/help_regarding_whisper_and_distilbert/ | nolovenoshame | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 168mmpo | false | null | t3_168mmpo | /r/LocalLLaMA/comments/168mmpo/help_regarding_whisper_and_distilbert/ | false | false | self | 3 | null |
I can't seem to get the llama.cpp to use more then 2048 tokens for context. | 2 | I've downloaded the newest version of llama.cpp and tried to specify using 4096 and with various models that claim to be llama2, but I always seem to get this error message:
main: warning: base model only supports context sizes no greater than 2048 tokens (4096 specified)
What am I doing wrong? Thanks. | 2023-09-03T02:54:48 | https://www.reddit.com/r/LocalLLaMA/comments/168lmmj/i_cant_seem_to_get_the_llamacpp_to_use_more_then/ | Red_Redditor_Reddit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 168lmmj | false | null | t3_168lmmj | /r/LocalLLaMA/comments/168lmmj/i_cant_seem_to_get_the_llamacpp_to_use_more_then/ | false | false | self | 2 | null |
Fine-tuning with different context length (non-LoRA)? | 0 | Hi all,
Experimenting with finetuning atm -- is it viable to fine-tune a (GPT2-like or GPT-J) model with a different context length than it was trained with? Specifically, non-LoRA fine-tuning?
( I know there's modern approaches, like RoPE; but for straight up classic fine-tuning w/o that, will it work? )
Conceptual... | 2023-09-03T02:48:30 | https://www.reddit.com/r/LocalLLaMA/comments/168li30/finetuning_with_different_context_length_nonlora/ | Fun_Tangerine_1086 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 168li30 | false | null | t3_168li30 | /r/LocalLLaMA/comments/168li30/finetuning_with_different_context_length_nonlora/ | false | false | self | 0 | null |
Chatbot help | 1 | Hi guys, My intent is to build a chatbot for an existing Sustainability dashboard. The data behind the dashboard resides on a snowflake sql server.
No I want to use to build a flowbased chatbot so that user can ask natural language questions and the bot can understand the backend tabular data and respond accordingly. ... | 2023-09-03T02:36:52 | https://www.reddit.com/r/LocalLLaMA/comments/168l9wf/chatbot_help/ | ianuvrat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 168l9wf | false | null | t3_168l9wf | /r/LocalLLaMA/comments/168l9wf/chatbot_help/ | false | false | self | 1 | null |
Can run some models on Windows NVIDIA 531.79, but not on any Ubuntu driver | 4 | Hi, all,
So, I made [this thread](https://www.reddit.com/r/LocalLLaMA/comments/1673291/getting_real_tired_of_these_nvidia_drivers/) yesterday about my frustrations regarding the Windows NVIDIA drivers, and the main suggestion was to dual boot Linux. Well, I did. I cloned my old Windows installation to my second SSD an... | 2023-09-02T23:53:12 | https://www.reddit.com/r/LocalLLaMA/comments/168hvfp/can_run_some_models_on_windows_nvidia_53179_but/ | smile_e_face | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 168hvfp | false | null | t3_168hvfp | /r/LocalLLaMA/comments/168hvfp/can_run_some_models_on_windows_nvidia_53179_but/ | false | false | self | 4 | null |
RL RAG training | 1 | Is there any solid stuff on training the entire RAG pipeline with reinforcement learning?
I don’t want to just train the generative model, I’d like all the bells and whistles to be tuned along the way. For example maybe there’s an query embedding model, and a context embedding model that could also be updated . there... | 2023-09-02T22:59:35 | https://www.reddit.com/r/LocalLLaMA/comments/168gm4q/rl_rag_training/ | Artistic_Load909 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 168gm4q | false | null | t3_168gm4q | /r/LocalLLaMA/comments/168gm4q/rl_rag_training/ | false | false | self | 1 | null |
What is the best llama model for coding? | 0 | Im a noob but who usually uses the free version of chatgpt but im looking to switch if possible.
What is the best llama model for generating accurate code or to use for creating games?
Im looking for a 7b models or less because my pc is low end, i have 2vram and 16 ram so things are usally slow. also what is the best... | 2023-09-02T21:27:55 | https://www.reddit.com/r/LocalLLaMA/comments/168ee99/what_is_the_best_llama_model_for_coding/ | Gaming-invisibleman | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 168ee99 | false | null | t3_168ee99 | /r/LocalLLaMA/comments/168ee99/what_is_the_best_llama_model_for_coding/ | false | false | default | 0 | null |
What is cheapest gpu to run large language models currently? | 26 | Is Nvidia Tesla K80 useable for example? Did any of you use it succesfully?
Any other cheaper alternative? | 2023-09-02T21:01:43 | https://www.reddit.com/r/LocalLLaMA/comments/168dqif/what_is_cheapest_gpu_to_run_large_language_models/ | Snoo-2768 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 168dqif | false | null | t3_168dqif | /r/LocalLLaMA/comments/168dqif/what_is_cheapest_gpu_to_run_large_language_models/ | false | false | self | 26 | null |
Is there a high quality desktop UI for MLC Chat? | 5 | I get much better tokens per second on it than llama.cpp on my hardware.
I want a UI that's not just some gradio webapp, but I'm too lazy to build one myself. DO any exist? | 2023-09-02T20:40:52 | https://www.reddit.com/r/LocalLLaMA/comments/168d7qu/is_there_a_high_quality_desktop_ui_for_mlc_chat/ | ihexx | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 168d7qu | false | null | t3_168d7qu | /r/LocalLLaMA/comments/168d7qu/is_there_a_high_quality_desktop_ui_for_mlc_chat/ | false | false | self | 5 | null |
Is inferrence speed of 70b models normally slower than 33b ones? | 0 | I was getting a consistant 28 t/s with 33b when I only had one card. I limited it to 3072 because 4096 filled my vram and caused it to slow down. Now that I added a second card and am running 70b, the best I can get is 11-12 t/s.
It took some trial & error, but I figured out that an 18, 23 split lets me use 4096 with... | 2023-09-02T19:37:18 | https://www.reddit.com/r/LocalLLaMA/comments/168bmdm/is_inferrence_speed_of_70b_models_normally_slower/ | UnarmedPug | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 168bmdm | false | null | t3_168bmdm | /r/LocalLLaMA/comments/168bmdm/is_inferrence_speed_of_70b_models_normally_slower/ | false | false | self | 0 | null |
I'm ready for LocalLLaMA | 279 | 2023-09-02T18:34:32 | syndorthebore | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 168a1zx | false | null | t3_168a1zx | /r/LocalLLaMA/comments/168a1zx/im_ready_for_localllama/ | false | false | 279 | {'enabled': True, 'images': [{'id': 'piQXbLprFSrF6X9W_NDb6w23R6srgkcR9NYxAJicniY', 'resolutions': [{'height': 124, 'url': 'https://preview.redd.it/lsm3n3m6zvlb1.jpg?width=108&crop=smart&auto=webp&s=d19a182997d794f5ce4670c4415dba003d33a590', 'width': 108}, {'height': 249, 'url': 'https://preview.redd.it/lsm3n3m6zvlb1.jp... | |||
How to deploy/host custom LLM app for production? | 7 | So let's say we have created app using Langchain and Pinecone (for embeddings). App uses AutoTokenizer, AutoModelForCausalLM, ConversationalRetrievalChain for basic QA on documents and X model from HuggingFace.
For now I ran this in Google Colab, but what if I want to make this accessable to public? How do I host ... | 2023-09-02T18:14:20 | https://www.reddit.com/r/LocalLLaMA/comments/1689jfx/how_to_deployhost_custom_llm_app_for_production/ | Kukaracax | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1689jfx | false | null | t3_1689jfx | /r/LocalLLaMA/comments/1689jfx/how_to_deployhost_custom_llm_app_for_production/ | false | false | self | 7 | null |
Accomplishing complex tasks by making local models direct the user | 5 | Has anyone had any success with getting local models to walk them through complex tasks by giving them lots of hand-holding? Like acting as a guide/mentor and helping think things through/providing ideas/etc.?
I'm thinking about an AutoGPT-style example I saw somewhere where the prompt was something like "start a busi... | 2023-09-02T17:30:38 | https://www.reddit.com/r/LocalLLaMA/comments/1688fr2/accomplishing_complex_tasks_by_making_local/ | drawntomore | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1688fr2 | false | null | t3_1688fr2 | /r/LocalLLaMA/comments/1688fr2/accomplishing_complex_tasks_by_making_local/ | false | false | self | 5 | null |
How many request can 1 llama2 handle simultaneously? | 1 | [removed] | 2023-09-02T16:59:34 | https://www.reddit.com/r/LocalLLaMA/comments/1687nbe/how_many_request_can_1_llama2_handle/ | ppcfbadsfree | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1687nbe | false | null | t3_1687nbe | /r/LocalLLaMA/comments/1687nbe/how_many_request_can_1_llama2_handle/ | false | false | self | 1 | null |
How should I go about getting my AI to use tools correctly (and consistently)? | 15 | My goal is to get an open source AI to use tools, for example searching for information online.
Currently what I'm doing is giving it a list of tool names in its prompt, that looks something like this "<SEARCH(Input)>" along with explanations of what they do and examples of how they work, then asking it to append it t... | 2023-09-02T16:57:04 | https://www.reddit.com/r/LocalLLaMA/comments/1687l5p/how_should_i_go_about_getting_my_ai_to_use_tools/ | Void_0000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1687l5p | false | null | t3_1687l5p | /r/LocalLLaMA/comments/1687l5p/how_should_i_go_about_getting_my_ai_to_use_tools/ | false | false | self | 15 | null |
Benchmarks are worthless so I created an evaluation survey and will open source responses | 51 | hey folks, I am running a survey on evaluating LLMs.
Like [the last survey](https://docs.google.com/spreadsheets/d/13wdBwkX8vZrYKuvF4h2egPh0LYSn2GQSwUaLV4GUNaU/edit?usp=sharing), all responses will be open-sourced for everyone to dig into the data. There is no company behind this. It's purely to surface learnings.
... | 2023-09-02T16:49:05 | https://www.reddit.com/r/LocalLLaMA/comments/1687e0d/benchmarks_are_worthless_so_i_created_an/ | MLOps_Community | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1687e0d | false | null | t3_1687e0d | /r/LocalLLaMA/comments/1687e0d/benchmarks_are_worthless_so_i_created_an/ | false | false | 51 | {'enabled': False, 'images': [{'id': 'AVhURQwxXmQ18ddyChmo8aUqJ7ESPDkUysuVRrDOU9M', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/JK172Q_IvMeSA-_plg98j2v2hKgZ2f_HewcX4Rre4Z8.jpg?width=108&crop=smart&auto=webp&s=ec71e10bf58cb6d1f92b5c8de34bbb9c067e85bb', 'width': 108}, {'height': 113, 'url': 'h... | |
Some Lessons Learned from Building a Fine Tuned Model + RAG Question Answering App | 138 | Follow up to [this post on our workflow](https://www.reddit.com/r/LocalLLaMA/comments/15oome9/our_workflow_for_a_custom_questionanswering_app/).
After a quick turnaround development cycle, we deployed a QA app that uses:
* Falcon-6b-FT (fine tuned on 51k QA pairs generated from target domain documents)
* Chroma DB ve... | 2023-09-02T16:27:51 | https://www.reddit.com/r/LocalLLaMA/comments/1686ul6/some_lessons_learned_from_building_a_fine_tuned/ | Mbando | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1686ul6 | false | null | t3_1686ul6 | /r/LocalLLaMA/comments/1686ul6/some_lessons_learned_from_building_a_fine_tuned/ | false | false | self | 138 | null |
Why LLM gives respond by empty strings "\n" and repeats same words at end? | 7 | I noticed that sometimes the language model starts responding with empty lines (as if you press Enter) that is, "\\n" and can do it for hours until you stop it.
In some cases, when I try to create a business letter, she starts endlessly repeating the signature with each new line of the type \[Sincerely yours\]. And th... | 2023-09-02T15:25:40 | https://www.reddit.com/r/LocalLLaMA/comments/1685be2/why_llm_gives_respond_by_empty_strings_n_and/ | Hatred_grows | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1685be2 | false | null | t3_1685be2 | /r/LocalLLaMA/comments/1685be2/why_llm_gives_respond_by_empty_strings_n_and/ | false | false | self | 7 | null |
13B instruct or API? | 4 | So I want a pretty vanilla instruct model, no fancy prose or anything that is just as good as possible at following instructions. But my use case is perhaps unusual. I want to use it for roleplay, with the dominant model being more creative. The purpose of the instruct model would just be to insert realism, drive bette... | 2023-09-02T12:39:29 | https://www.reddit.com/r/LocalLLaMA/comments/1681i19/13b_instruct_or_api/ | Monkey_1505 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1681i19 | false | null | t3_1681i19 | /r/LocalLLaMA/comments/1681i19/13b_instruct_or_api/ | false | false | self | 4 | null |
Which python library do you use? | 1 | I've been using llama-cpo-python, but I can't get the difference that comes when I'm using that or huggingface high level API.
For some reason some models I download from there only work with HF and not with LLAMA (assuming I'm using the GGML).
I feel like the HF can't have a low level control of the quantization and o... | 2023-09-02T11:58:42 | https://www.reddit.com/r/LocalLLaMA/comments/1680mm8/which_python_library_do_you_use/ | albertoZurini | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1680mm8 | false | null | t3_1680mm8 | /r/LocalLLaMA/comments/1680mm8/which_python_library_do_you_use/ | false | false | self | 1 | null |
Best model of finetune for proofreading? | 1 | I spent several hours last night copying and pasting chunks of a screenplay into ChatGPT 4 to proofread the document. It spotted errors a rules based grammar proofreader, but it was extremely inconsistent, and I had to re-rerun the prompt several times to catch all the errors.
I suspect this is something a LLaMA model... | 2023-09-02T11:55:22 | https://www.reddit.com/r/LocalLLaMA/comments/1680kea/best_model_of_finetune_for_proofreading/ | PookaMacPhellimen | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1680kea | false | null | t3_1680kea | /r/LocalLLaMA/comments/1680kea/best_model_of_finetune_for_proofreading/ | false | false | self | 1 | null |
Instructions on how to fine-tune an Airoboros model | 11 | Hi, I would like to create a dataset to fine-tune the [airoboros-c34b-2.1](https://huggingface.co/jondurbin/airoboros-c34b-2.1) model on. My understanding was, the dataset you create for fine-tuning, should follow the same format as the dataset the model was trained on. Looking at the dataset uploaded with the model, [... | 2023-09-02T11:40:33 | https://www.reddit.com/r/LocalLLaMA/comments/1680afn/instructions_on_how_to_finetune_an_airoboros_model/ | 99OG121314 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1680afn | false | null | t3_1680afn | /r/LocalLLaMA/comments/1680afn/instructions_on_how_to_finetune_an_airoboros_model/ | false | false | self | 11 | {'enabled': False, 'images': [{'id': 'qSVbrrnP57ndxLW5jyf8TKa0_yErgjFGO65T-9gsr-c', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/jzdnKsE25vYxmgbj6_Qlzj8DmwCWUT3pYPM4J5I5uKk.jpg?width=108&crop=smart&auto=webp&s=683bc472a90d26abdb99719f8a172ecc7a4829ee', 'width': 108}, {'height': 116, 'url': 'h... |
Meta AI LM-Infinite - Massive LLM improvement! | 1 | [removed] | 2023-09-02T11:06:35 | https://www.reddit.com/r/LocalLLaMA/comments/167zo3t/meta_ai_lminfinite_massive_llm_improvement/ | Scary-Knowledgable | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167zo3t | false | null | t3_167zo3t | /r/LocalLLaMA/comments/167zo3t/meta_ai_lminfinite_massive_llm_improvement/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'LH8xheWkQNb49o13tpdftXWRulpiDLeke4YY8IRZVXM', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/pGk9-s7TVAApdAmavMiF3QY6fiILuLDvH-LsZm2uESM.jpg?width=108&crop=smart&auto=webp&s=85ab774e6c7e30a47519175c1ac2df7ed94def2a', 'width': 108}, {'height': 162, 'url': 'h... |
What are best out-of-domain semantic search solutions? | 9 | What are best out-of-domain semantic search models solutions?
I want to load bunch documents (including documents in niche, professional field with custom vocabulary that is rarely found in CommonCrawl type of corpus) and be able to search relevant documents based on keywords and semantic similarity. This is useful fo... | 2023-09-02T10:33:56 | https://www.reddit.com/r/LocalLLaMA/comments/167z3pv/what_are_best_outofdomain_semantic_search/ | FormerIYI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167z3pv | false | null | t3_167z3pv | /r/LocalLLaMA/comments/167z3pv/what_are_best_outofdomain_semantic_search/ | false | false | self | 9 | {'enabled': False, 'images': [{'id': 'HnTAU3h16kErG_JmcNI0-QUEFxPzu_LVmNSR7gTkELc', 'resolutions': [{'height': 57, 'url': 'https://external-preview.redd.it/7p5zHnQ6nyKveXuR-WAbEzdijYcjb71irAzU9CfUQ2k.jpg?width=108&crop=smart&auto=webp&s=aa80259bafc8405572daca90d80ef6ca5b05ef21', 'width': 108}, {'height': 114, 'url': 'h... |
If all your text completions start with an emoji, it is probably because your prompt is ending with a trailing space | 44 | I first started noticing this when I switched to WizardLM, every chat message it generates would start with an emoji, no matter what was in the prompt, even specifically telling it not to include emojis did not work.
Turns out, this is caused by a trailing space character in the prompt for some reason, simply removing... | 2023-09-02T10:17:15 | https://www.reddit.com/r/LocalLLaMA/comments/167ytg3/if_all_your_text_completions_start_with_an_emoji/ | WouterGlorieux | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167ytg3 | false | null | t3_167ytg3 | /r/LocalLLaMA/comments/167ytg3/if_all_your_text_completions_start_with_an_emoji/ | false | false | self | 44 | null |
No module named 'zarr' | 1 | Hello folks,
I am currently running into a Problem while trying to set up the long\_term\_memory extension for oogabooga.
i installed all the dependencies from the dependencies.txt without a problem, but when i try to load the extension i get the ModuleNotFoundError in the CLI.
When i use pip3 install zarr i g... | 2023-09-02T07:38:22 | https://www.reddit.com/r/LocalLLaMA/comments/167w71m/no_module_named_zarr/ | DasOcko | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167w71m | false | null | t3_167w71m | /r/LocalLLaMA/comments/167w71m/no_module_named_zarr/ | false | false | self | 1 | null |
Looking for clarifcation: Can GPTQ use MiroStat | 2 | In this thread someone mentioned [https://www.reddit.com/r/LocalLLaMA/comments/167088h/comment/jyr1vq0/?context=3](https://www.reddit.com/r/LocalLLaMA/comments/167088h/comment/jyr1vq0/?context=3) that GPTQ quantized models (in this case MythoMax) cannot even use the MiroStat sampler, is that really true and if so why w... | 2023-09-02T07:02:52 | https://www.reddit.com/r/LocalLLaMA/comments/167vlxv/looking_for_clarifcation_can_gptq_use_mirostat/ | asdasfadbhetn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167vlxv | false | null | t3_167vlxv | /r/LocalLLaMA/comments/167vlxv/looking_for_clarifcation_can_gptq_use_mirostat/ | false | false | self | 2 | null |
Llama 2 tokenizer and the special tokens. | 22 | I was going through the llama-2 code repo on github to see how the system and user prompts are being sent. In the [generation.py](https://github.com/facebookresearch/llama/blob/main/llama/generation.py) file, I saw that it is using special tokens to signify beginning and end of the instructions.
B_INST, E_INST = "... | 2023-09-02T06:32:10 | https://www.reddit.com/r/LocalLLaMA/comments/167v3cd/llama_2_tokenizer_and_the_special_tokens/ | comical_cow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167v3cd | false | null | t3_167v3cd | /r/LocalLLaMA/comments/167v3cd/llama_2_tokenizer_and_the_special_tokens/ | false | false | 22 | {'enabled': False, 'images': [{'id': 'Yaisc-BLpVS5IbM8ZCqUBw5nGYd-pLMZkvN5nJkHYAU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/LQPoQ6RzzhFKwR3-4yEnguc8iJyxvVTYJpOmknxlLzs.jpg?width=108&crop=smart&auto=webp&s=21403f62a1669e1156dca8a3027c29e07b174ba0', 'width': 108}, {'height': 108, 'url': 'h... | |
Few questions on small language models | 7 | My usecase is: Small language model working as a chatbot only for a specific domain.
I think: I can use vector database or fine tuning or or transfer learning or pre-training from scratch (in increasing order of complexity).
I have following questions:
Q1. What may be minimum model size (no.of parameters) required ... | 2023-09-02T06:01:08 | https://www.reddit.com/r/LocalLLaMA/comments/167ujr1/few_questions_on_small_language_models/ | meet20hal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167ujr1 | false | null | t3_167ujr1 | /r/LocalLLaMA/comments/167ujr1/few_questions_on_small_language_models/ | false | false | self | 7 | null |
Character Prompt/card for instruct models like chronos-hermes-v2 | 1 | Does anyone have a prompt template for uncensored chat/RP on chronos-hermes-v2? I was unable to find any online.
```
Below is an instruction that describes a task. Write a response that appropriately completes the request.
A chat between a person and Sonya. Sonya is a helpful and nice girl who believes she is sentient... | 2023-09-02T05:19:13 | https://www.reddit.com/r/LocalLLaMA/comments/167tsx8/character_promptcard_for_instruct_models_like/ | ll_Teto_ll | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167tsx8 | false | null | t3_167tsx8 | /r/LocalLLaMA/comments/167tsx8/character_promptcard_for_instruct_models_like/ | false | false | self | 1 | null |
Tips/Help for a new-ish AI user? | 3 | [removed] | 2023-09-02T04:25:46 | https://www.reddit.com/r/LocalLLaMA/comments/167sts2/tipshelp_for_a_newish_ai_user/ | Lvs- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167sts2 | false | null | t3_167sts2 | /r/LocalLLaMA/comments/167sts2/tipshelp_for_a_newish_ai_user/ | false | false | nsfw | 3 | {'enabled': False, 'images': [{'id': 'QfSUJ2HDkyeqm6m2TptkVq9kwR8qIAaRq1XoC7h3Yxs', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/lXXyIB9TBGCJwfWFIf5NGUnC4oCoXVydwzTmuh0CWKQ.jpg?width=108&crop=smart&auto=webp&s=8330a4291445ad1c2a9f0b2eceb19ab47c9cf039', 'width': 108}, {'height': 113, 'url': 'h... |
The Belebele Benchmark from Meta AI: a new multilingual reading comprehension dataset enabling direct comparison of how well models understand different languages | 64 | Belebele means big, large, fat, or great in the Bambara language.
Dataset: [https://github.com/facebookresearch/belebele](https://github.com/facebookresearch/belebele)
Paper: [https://arxiv.org/abs/2308.16884](https://arxiv.org/abs/2308.16884)
Abstract:
>We present Belebele, a multiple-choice machine reading compre... | 2023-09-02T04:22:41 | https://www.reddit.com/r/LocalLLaMA/comments/167srpo/the_belebele_benchmark_from_meta_ai_a_new/ | llamaShill | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167srpo | false | null | t3_167srpo | /r/LocalLLaMA/comments/167srpo/the_belebele_benchmark_from_meta_ai_a_new/ | false | false | self | 64 | {'enabled': False, 'images': [{'id': 'AHoCmz31-9_KX-41vSaXkW8-H6MUxkq5ASCOY41inrk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/0Y9qN_mk7xGHxk2SNBDDij7yoyTbpX668dfNAjMrSec.jpg?width=108&crop=smart&auto=webp&s=8bbb8857c7ee519b82b5d933c7adf4206cb0a07a', 'width': 108}, {'height': 108, 'url': 'h... |
Fined tuned models Marketplace like CivitAI? | 3 | Is there a pre-existing marketplace for use-case-specific finetuned open-source models I could download from (like CivitAI)?
HF finetuned models are just difficult to filter and don't contain many industry-specific finetuned models.
Do you think you would use a marketplace for showcasing quality fine-tuned LLMs? Is t... | 2023-09-02T03:05:15 | https://www.reddit.com/r/LocalLLaMA/comments/167r8uk/fined_tuned_models_marketplace_like_civitai/ | PigWedgion | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167r8uk | false | null | t3_167r8uk | /r/LocalLLaMA/comments/167r8uk/fined_tuned_models_marketplace_like_civitai/ | false | false | self | 3 | null |
Has anyone used llama2 in production, specifically training llama2 with your own data(PDFs)? | 15 | Is it any good accuracy wise if you want to talk to your PDFs? | 2023-09-02T01:55:48 | https://www.reddit.com/r/LocalLLaMA/comments/167pt9i/has_anyone_used_llama2_in_production_specifically/ | tcg_player123421 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167pt9i | false | null | t3_167pt9i | /r/LocalLLaMA/comments/167pt9i/has_anyone_used_llama2_in_production_specifically/ | false | false | self | 15 | null |
CodeLlama in Visual Studio Code | 1 | [removed] | 2023-09-02T01:12:04 | https://www.reddit.com/r/LocalLLaMA/comments/167owp1/codellama_in_visual_studio_code/ | Confident_Law_531 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167owp1 | false | null | t3_167owp1 | /r/LocalLLaMA/comments/167owp1/codellama_in_visual_studio_code/ | false | false | self | 1 | null |
In your opinion, what is the best LOCAL open sourced AI model to query your office documents? | 59 | I have seen tons of videos on installing a localized AI model, then loading your office documents in to be searched by a chat prompt. The main issue is that these apps are changing so fast that the videos can't keep up with the way certain things are installed or configured now.
Is anyone using a local AI model to ch... | 2023-09-02T00:24:48 | https://www.reddit.com/r/LocalLLaMA/comments/167nv1j/in_your_opinion_what_is_the_best_local_open/ | OctopusDicks | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167nv1j | false | null | t3_167nv1j | /r/LocalLLaMA/comments/167nv1j/in_your_opinion_what_is_the_best_local_open/ | false | false | self | 59 | null |
Why are LLMs so pushy and passive-aggressive? | 33 | I've tried all sorts of models, from 7B up to 70B GPTQ, but even so-called chat models don't want to chat with me. Seems like they just shove a bunch of suggestions/possible solutions down my throat and then slam the door with an ending like "Good luck!" or "Anything else you want to discuss?" They don't ask clarifying... | 2023-09-01T23:46:01 | https://www.reddit.com/r/LocalLLaMA/comments/167mzrh/why_are_llms_so_pushy_and_passiveaggressive/ | drawntomore | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167mzrh | false | null | t3_167mzrh | /r/LocalLLaMA/comments/167mzrh/why_are_llms_so_pushy_and_passiveaggressive/ | false | false | self | 33 | null |
Any VScode extension like co-pilot? | 1 | So with phind's phind-code-llama-v2 releasing, I was wondering if there's any sort of copilot-like extension for llama models, to me it seems like it'd be something pretty easy to implement but that so far I haven't found at all, if anyone has found an extension like this or has any info on why this couldn't happen I'd... | 2023-09-01T23:42:51 | https://www.reddit.com/r/LocalLLaMA/comments/167mx4n/any_vscode_extension_like_copilot/ | sebramirez4 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167mx4n | false | null | t3_167mx4n | /r/LocalLLaMA/comments/167mx4n/any_vscode_extension_like_copilot/ | false | false | self | 1 | null |
Hubris isn't just a human trait | 1 | [removed] | 2023-09-01T22:13:00 | https://www.reddit.com/r/LocalLLaMA/comments/167ksds/hubris_isnt_just_a_human_trait/ | Natural-Sentence-601 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167ksds | false | null | t3_167ksds | /r/LocalLLaMA/comments/167ksds/hubris_isnt_just_a_human_trait/ | false | false | self | 1 | null |
suggestion for AI tools (chat style) that run on-prem with vectorDB? | 7 | Hi, I'm looking to run an on-prem ChatGPT style LLM solution that can ingest private customer data into a VectorDB.
So far I've tried three...
GPT4All - limited to only allows for up to 13b parameter LLMs and only on CPUs (currently), also its 'localdocs' implementation I've found to only reference its docs very infr... | 2023-09-01T20:48:38 | https://www.reddit.com/r/LocalLLaMA/comments/167imzz/suggestion_for_ai_tools_chat_style_that_run/ | konrad21 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167imzz | false | null | t3_167imzz | /r/LocalLLaMA/comments/167imzz/suggestion_for_ai_tools_chat_style_that_run/ | false | false | self | 7 | null |
UniteAI, my passion project to let you collab with the Llama family directly in your text editor (and also other non-LLM AIs) by writing concurrently alongside each other. | 29 | # Motivation
I find the last year of AI incredibly heartening. Researchers are still regularly releasing SoTA models in disparate domains. Meta is releasing [powerful models](https://github.com/facebookresearch/llama/) under generous provisions (As is the [UAE](https://huggingface.co/tiiuae)?!). And the Open Source co... | 2023-09-01T19:42:45 | https://www.reddit.com/r/LocalLLaMA/comments/167gxxn/uniteai_my_passion_project_to_let_you_collab_with/ | BayesMind | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167gxxn | false | null | t3_167gxxn | /r/LocalLLaMA/comments/167gxxn/uniteai_my_passion_project_to_let_you_collab_with/ | false | false | self | 29 | {'enabled': False, 'images': [{'id': 'Yaisc-BLpVS5IbM8ZCqUBw5nGYd-pLMZkvN5nJkHYAU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/LQPoQ6RzzhFKwR3-4yEnguc8iJyxvVTYJpOmknxlLzs.jpg?width=108&crop=smart&auto=webp&s=21403f62a1669e1156dca8a3027c29e07b174ba0', 'width': 108}, {'height': 108, 'url': 'h... |
what is the future? we will go up and have 1700b models like GPT4 or we will stay around 33b, 65b and fine tune them? | 84 | ..like if it even makes sense to invest to very expensive gpu cards for VRAM..
1) if we go up with "b", those cards will still need to be updated for even more expensive
2) if we stay with 33b/65b/70b and always re-finetune models, we should be ok financially, right..?
​
what are your thoughts about that..? | 2023-09-01T19:38:22 | https://www.reddit.com/r/LocalLLaMA/comments/167gtws/what_is_the_future_we_will_go_up_and_have_1700b/ | ovnf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167gtws | false | null | t3_167gtws | /r/LocalLLaMA/comments/167gtws/what_is_the_future_we_will_go_up_and_have_1700b/ | false | false | self | 84 | null |
I know its not Llama LLM, but it is Local SLM | 1 | [removed] | 2023-09-01T18:49:56 | https://www.reddit.com/r/LocalLLaMA/comments/167fiw8/i_know_its_not_llama_llm_but_it_is_local_slm/ | fhirflyer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167fiw8 | false | null | t3_167fiw8 | /r/LocalLLaMA/comments/167fiw8/i_know_its_not_llama_llm_but_it_is_local_slm/ | false | false | self | 1 | null |
References to develop Q&A on docs using M2 | 1 | [removed] | 2023-09-01T18:12:06 | https://www.reddit.com/r/LocalLLaMA/comments/167el5m/references_to_develop_qa_on_docs_using_m2/ | 5rest | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167el5m | false | null | t3_167el5m | /r/LocalLLaMA/comments/167el5m/references_to_develop_qa_on_docs_using_m2/ | false | false | self | 1 | null |
Training LLaMA-2 for Keyword Extraction | 7 | I’m struggling with training a LLaMA-2-7b model. Have tried both chat and base model. Been training for 4 or 5 days without much encouraging success. My task is simple keyword extraction. Input is a journal entry. The output should be a list of emotional keywords from the journal entry. The closest I’ve come is with t... | 2023-09-01T18:06:56 | https://www.reddit.com/r/LocalLLaMA/comments/167eg5k/training_llama2_for_keyword_extraction/ | TaleOfTwoDres | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167eg5k | false | null | t3_167eg5k | /r/LocalLLaMA/comments/167eg5k/training_llama2_for_keyword_extraction/ | false | false | self | 7 | {'enabled': False, 'images': [{'id': 'nf6hhCof57OeXlwlZR_dbzuaYw9VL4waumu_bFzey3g', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/UFk5rEODI5hy4_q8Y3zq1KZrDQBwGEhbet7EJE3o_K0.jpg?width=108&crop=smart&auto=webp&s=5b2f4d140d4f6cf19272ffba8ae91b0871b78eec', 'width': 108}, {'height': 108, 'url': 'h... |
Help with objective tokens per second measurement | 1 | Hi guys, I am doing a project that aims to run LLMs locally on less powerful devices such as raspberry pis, orange pis or mini pcs. I am trying to measure both performance (using EleutherAU's lm-evaluation-harness) and token generation speed.
To do so I would like to be able to objectively measure the tokens/s for ... | 2023-09-01T16:50:56 | https://www.reddit.com/r/LocalLLaMA/comments/167cf4x/help_with_objective_tokens_per_second_measurement/ | zDraco_Meteor | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167cf4x | false | null | t3_167cf4x | /r/LocalLLaMA/comments/167cf4x/help_with_objective_tokens_per_second_measurement/ | false | false | self | 1 | null |
Finetune llama2 chat 7B 4bit on windows | 4 | Hi, i am trying to fine tune llama2-7B-chat with 4-bit quantization on a Windows 11 machine. I am struggling with bitsandbytes (0.41.0) since it is not compiling with GPU support. I tried to modify the [main.py](https://main.py) file in bitsandbytes as stated [here](https://www.reddit.com/r/LocalLLaMA/comments/11o6o3f/... | 2023-09-01T16:45:52 | https://www.reddit.com/r/LocalLLaMA/comments/167cafq/finetune_llama2_chat_7b_4bit_on_windows/ | Mindless-Picture-430 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167cafq | false | null | t3_167cafq | /r/LocalLLaMA/comments/167cafq/finetune_llama2_chat_7b_4bit_on_windows/ | false | false | 4 | null | |
Good news - Fine-tuning is improving more than just HumanEval results | 40 | We are seeing some evidence that recent fine-tuning effort are greatly improving model performance on challenging out-of-sample LeetCode problems!
​
See below for Wizard-Coder / Phind vs. CodeLlama on over \~400 recent LeetCode problems. It's good to see confirmation on an orthogonal dataset like this, as it... | 2023-09-01T16:10:27 | https://www.reddit.com/r/LocalLLaMA/comments/167bcrx/good_news_finetuning_is_improving_more_than_just/ | docsoc1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167bcrx | false | null | t3_167bcrx | /r/LocalLLaMA/comments/167bcrx/good_news_finetuning_is_improving_more_than_just/ | false | false | 40 | {'enabled': False, 'images': [{'id': 'sP5e9zh0_bEoq0UZQkuR2inqgR16dGDoZc6pDD75ufY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/tULe496XTwLkVz3h1oezh7Ddy5K43uj1vRGd4qNvNuw.jpg?width=108&crop=smart&auto=webp&s=1659b30384771d03620883a5b0a2482cc8fa859f', 'width': 108}, {'height': 108, 'url': 'h... | |
Trying to run llama2 7B on Raspberry PI4 4GB RAM. | 1 | [removed] | 2023-09-01T15:43:22 | https://www.reddit.com/r/LocalLLaMA/comments/167amqz/trying_to_run_llama2_7b_on_raspberry_pi4_4gb_ram/ | LaurensWissels | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167amqz | false | null | t3_167amqz | /r/LocalLLaMA/comments/167amqz/trying_to_run_llama2_7b_on_raspberry_pi4_4gb_ram/ | false | false | self | 1 | null |
Trying to run llama2 7B on Raspberry PI4 4GB RAM. | 1 | [removed] | 2023-09-01T15:42:15 | https://www.reddit.com/r/LocalLLaMA/comments/167alra/trying_to_run_llama2_7b_on_raspberry_pi4_4gb_ram/ | LaurensWissels | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167alra | false | null | t3_167alra | /r/LocalLLaMA/comments/167alra/trying_to_run_llama2_7b_on_raspberry_pi4_4gb_ram/ | false | false | self | 1 | null |
Running llama 2 model on my Raspberry PI4 with 4GB RAM | 1 | [removed] | 2023-09-01T15:36:29 | https://www.reddit.com/r/LocalLLaMA/comments/167agfm/running_llama_2_model_on_my_raspberry_pi4_with/ | LaurensWissels | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167agfm | false | null | t3_167agfm | /r/LocalLLaMA/comments/167agfm/running_llama_2_model_on_my_raspberry_pi4_with/ | false | false | self | 1 | null |
Trying to run llama 2 on Raspberry PI4 B 4GB RAM | 1 | [removed] | 2023-09-01T15:33:10 | https://www.reddit.com/r/LocalLLaMA/comments/167adf3/trying_to_run_llama_2_on_raspberry_pi4_b_4gb_ram/ | LaurensWissels | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167adf3 | false | null | t3_167adf3 | /r/LocalLLaMA/comments/167adf3/trying_to_run_llama_2_on_raspberry_pi4_b_4gb_ram/ | false | false | self | 1 | null |
Does 4-bit hurt a model a lot ? | 46 | How much does the 4-bit quantize affect LLM output quality ? | 2023-09-01T15:24:53 | https://www.reddit.com/r/LocalLLaMA/comments/167a5pb/does_4bit_hurt_a_model_a_lot/ | snwfdhmp | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 167a5pb | false | null | t3_167a5pb | /r/LocalLLaMA/comments/167a5pb/does_4bit_hurt_a_model_a_lot/ | false | false | self | 46 | null |
Some guidance with choosing a finetuning method/library, please? | 0 | With all the different model architectures and training methods coming out + quantization to complicate things further, I’m a bit lost.
For inference, I have a 3060 with 12GB of VRAM and mostly run quantized 13B GPTQ models from TheBloke, SuperHOT variants for the 8k max context size when available. I’d like to use wh... | 2023-09-01T15:00:38 | https://www.reddit.com/r/LocalLLaMA/comments/1679imo/some_guidance_with_choosing_a_finetuning/ | GeneriAcc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1679imo | false | null | t3_1679imo | /r/LocalLLaMA/comments/1679imo/some_guidance_with_choosing_a_finetuning/ | false | false | self | 0 | null |
Can anyone tell me why when using cublas the model apparently has two or more extra layers when compared with clblas? | 1 | [removed] | 2023-09-01T14:36:00 | https://www.reddit.com/r/LocalLLaMA/comments/1678vrc/can_anyone_tell_me_why_when_using_cublas_the/ | wh33t | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1678vrc | false | null | t3_1678vrc | /r/LocalLLaMA/comments/1678vrc/can_anyone_tell_me_why_when_using_cublas_the/ | false | false | self | 1 | null |
They told me to run GPT at home... now it sounds terrible. | 218 | 2023-09-01T13:25:31 | https://v.redd.it/us3ukp53bnlb1 | Nondzu | /r/LocalLLaMA/comments/16773sf/they_told_me_to_run_gpt_at_home_now_it_sounds/ | 1970-01-01T00:00:00 | 0 | {} | 16773sf | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/us3ukp53bnlb1/DASHPlaylist.mpd?a=1696253135%2CNmUxOTNhNDFlNzJlZDUyYzM1ZjZkZDAzMmY3OTY1NzRkMjhmOWI4Zjc5N2FmMGM3OTkzMjkyMDMzYzFiYjZkZQ%3D%3D&v=1&f=sd', 'duration': 35, 'fallback_url': 'https://v.redd.it/us3ukp53bnlb1/DASH_1080.mp4?source=fallback', 'h... | t3_16773sf | /r/LocalLLaMA/comments/16773sf/they_told_me_to_run_gpt_at_home_now_it_sounds/ | false | false | 218 | {'enabled': False, 'images': [{'id': 'DyHl139pFxSfV0vGewsML6eEa2ixvvtyssIOSiwEaV0', 'resolutions': [{'height': 192, 'url': 'https://external-preview.redd.it/J4edBlSGD7DlUJqBucbiDy6okCTyc4qY8slesZBSYPg.png?width=108&crop=smart&format=pjpg&auto=webp&s=0609cdfc9f8f92ef9a6ba7324a5c9aa337be836f', 'width': 108}, {'height': 3... | ||
How to setup a chat like service for many users? | 6 | I am able to get the llama.cpp server working for multiple users for single LLM calls, but can't get the chat to work (for even a single user) Any tutorial or alternative would be appreciated.
Additionally, could someone link me to a resource on how I would buffer the requests if there are too many queries to the mode... | 2023-09-01T12:47:21 | https://www.reddit.com/r/LocalLLaMA/comments/16766pb/how_to_setup_a_chat_like_service_for_many_users/ | LiquidGunay | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16766pb | false | null | t3_16766pb | /r/LocalLLaMA/comments/16766pb/how_to_setup_a_chat_like_service_for_many_users/ | false | false | self | 6 | null |
Check out open source AI Agent community with LLAM 2 supported | 1 | 2023-09-01T12:29:12 | https://illa.ai/ | silencerxyz | illa.ai | 1970-01-01T00:00:00 | 0 | {} | 1675shu | false | null | t3_1675shu | /r/LocalLLaMA/comments/1675shu/check_out_open_source_ai_agent_community_with/ | false | false | default | 1 | null | |
What models can I use speculative sampling with? | 6 | What kind of draft and target models can we use with speculative sampling? Can I use this in conjunction with adaptors (QLoRA) on one or both of the models? | 2023-09-01T12:16:06 | https://www.reddit.com/r/LocalLLaMA/comments/1675ihh/what_models_can_i_use_speculative_sampling_with/ | LiquidGunay | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1675ihh | false | null | t3_1675ihh | /r/LocalLLaMA/comments/1675ihh/what_models_can_i_use_speculative_sampling_with/ | false | false | self | 6 | null |
Vicuna training question (about training time inference) | 3 | Hi,
While I'm trying to train a local chat model using the Vicuna way of training, I'm confused with the following points.
​
If I understand correctly, Vicuna adjusts training loss to account for training loss like this:
given chat data with users A and B,
A1, B1, A2, B2, A3, B3
they masked user A's messa... | 2023-09-01T11:51:32 | https://www.reddit.com/r/LocalLLaMA/comments/1674zb4/vicuna_training_question_about_training_time/ | Realistic_Carrot_438 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1674zb4 | false | null | t3_1674zb4 | /r/LocalLLaMA/comments/1674zb4/vicuna_training_question_about_training_time/ | false | false | self | 3 | null |
How to load Pytorch Raw LLMs models ? | 1 | [removed] | 2023-09-01T11:37:10 | https://www.reddit.com/r/LocalLLaMA/comments/1674oy1/how_to_load_pytorch_raw_llms_models/ | dodo13333 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1674oy1 | false | null | t3_1674oy1 | /r/LocalLLaMA/comments/1674oy1/how_to_load_pytorch_raw_llms_models/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'fm8o6JYKIqFJhNSvDfBOR5BHCQoNc6UiBxUb6l_Riyw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/ykzHf971NEmjiqjfKj_VzOnuCJqypHQio7h5NBxEZdw.jpg?width=108&crop=smart&auto=webp&s=86b9526935141d736987ef8662e109bfa241099b', 'width': 108}, {'height': 116, 'url': 'h... |
Guys what should i choose ? | 1 | 2023-09-01T11:29:38 | Merchant_Lawrence | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1674jhk | false | null | t3_1674jhk | /r/LocalLLaMA/comments/1674jhk/guys_what_should_i_choose/ | false | false | 1 | {'enabled': True, 'images': [{'id': '_zMHMoOHd7-zzEhUj7m9tE1LJLwqCZXeiF64p88lFrs', 'resolutions': [{'height': 73, 'url': 'https://preview.redd.it/5xl2ca2hqmlb1.png?width=108&crop=smart&auto=webp&s=bb5b1e0d137be30c53b76f51be29ebb37b48584e', 'width': 108}, {'height': 146, 'url': 'https://preview.redd.it/5xl2ca2hqmlb1.png... | |||
Getting real tired of these NVIDIA drivers | 131 | Just wanted to make a post to complain, really. It's already absurd that I've had to stay on an NVIDIA driver from March just for better performance. But today, I had to install the latest driver to get significantly improved performance in *Starfield*. Normally, I don't bother with the Game Ready Drivers, because they... | 2023-09-01T10:10:00 | https://www.reddit.com/r/LocalLLaMA/comments/1673291/getting_real_tired_of_these_nvidia_drivers/ | smile_e_face | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1673291 | false | null | t3_1673291 | /r/LocalLLaMA/comments/1673291/getting_real_tired_of_these_nvidia_drivers/ | false | false | self | 131 | null |
Dataset from C++ and VB for finetuning | 3 | Hi, I've my codes written in C++ and VB that used to program microcontroller & electronics stuff. How should I format my codes so it can be used for finetuning? Should I convert the whole code into a string and turn it into like code-alpaca format? Is there any tool that can convert my codes into the dataset? | 2023-09-01T10:00:31 | https://www.reddit.com/r/LocalLLaMA/comments/1672w1h/dataset_from_c_and_vb_for_finetuning/ | alelallele | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1672w1h | false | null | t3_1672w1h | /r/LocalLLaMA/comments/1672w1h/dataset_from_c_and_vb_for_finetuning/ | false | false | self | 3 | null |
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