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ELI5: What are the benefits of MoE in task-specific scenarios? | 4 | What are the benefits of MoE over models that are good at only one thing, such as programming or creative writing?
My understanding is that MoE models are supposed to be superior to generalist models of the same size, but do MoE models do anything beyond just choosing the best "expert" depending on the context? Do the... | 2023-12-12T14:05:53 | https://www.reddit.com/r/LocalLLaMA/comments/18gmmm2/eli5_what_are_the_benefits_of_moe_in_taskspecific/ | Silvestron | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gmmm2 | false | null | t3_18gmmm2 | /r/LocalLLaMA/comments/18gmmm2/eli5_what_are_the_benefits_of_moe_in_taskspecific/ | false | false | self | 4 | null |
How is this sub not going crazy over StripedHyena 7B???? | 1 | [removed] | 2023-12-12T13:58:23 | https://www.reddit.com/r/LocalLLaMA/comments/18gmgs1/how_is_this_sub_not_going_crazy_over_stripedhyena/ | Mundane_Ad8936 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gmgs1 | false | null | t3_18gmgs1 | /r/LocalLLaMA/comments/18gmgs1/how_is_this_sub_not_going_crazy_over_stripedhyena/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '2qGBJgiPNYh1HemWS4WgdVhxk34MAaCDT-E241Q2TpQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/BE73j9AF5eYnDas1bXZypmBzuqpGTCzJ2Fn86J5wqLQ.jpg?width=108&crop=smart&auto=webp&s=c5b0bc4576e9ca3539d1f5278cf9d00764be1d9e', 'width': 108}, {'height': 116, 'url': 'h... |
Mixtral - Overfitting on math logic problems? | 9 | A room has 99 murderers, I walk into the room and murder **3** of them.
How many murderers are in the room right now?
---
There are still 99 murderers in the room. Here's the reasoning:
1. Initially, there are 99 murderers in the room.
2. When you enter the room and murder three of them, you become a murderer y... | 2023-12-12T13:56:20 | https://www.reddit.com/r/LocalLLaMA/comments/18gmfbk/mixtral_overfitting_on_math_logic_problems/ | anarchymed3s | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gmfbk | false | null | t3_18gmfbk | /r/LocalLLaMA/comments/18gmfbk/mixtral_overfitting_on_math_logic_problems/ | false | false | self | 9 | null |
Smallest MoE that could run on 8 gb? | 3 | Only have a M1 chip with 8 gb of RAM. The new mixtral seems very cool but have no way of running it.
Is there a way to combine 3b or 1b models in a MoE architecture that gives better performance than a 7b alone? | 2023-12-12T13:32:48 | https://www.reddit.com/r/LocalLLaMA/comments/18glyap/smallest_moe_that_could_run_on_8_gb/ | Alone_Ad7391 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18glyap | false | null | t3_18glyap | /r/LocalLLaMA/comments/18glyap/smallest_moe_that_could_run_on_8_gb/ | false | false | self | 3 | null |
Single GPU (3080 10gb) or M1 Max Fine Tuning Help | 4 | Hey all,
Long time listener, first time caller. I've been reading every article and bit of information I can find about fine-tuning and I'm not sure where to start.
I want to start small and on something local. I have a gaming rig I built last year (5800X and 3080 10gb), and my work laptop is an M1 Max with 64... | 2023-12-12T13:32:06 | https://www.reddit.com/r/LocalLLaMA/comments/18glxpt/single_gpu_3080_10gb_or_m1_max_fine_tuning_help/ | ltcanuck | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18glxpt | false | null | t3_18glxpt | /r/LocalLLaMA/comments/18glxpt/single_gpu_3080_10gb_or_m1_max_fine_tuning_help/ | false | false | self | 4 | null |
Mixtral running on M2 Ultra | 20 | 2023-12-12T13:11:02 | https://twitter.com/ggerganov/status/1734223106695102676 | Christosconst | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 18gljbj | false | {'oembed': {'author_name': 'Georgi Gerganov', 'author_url': 'https://twitter.com/ggerganov', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Here is a quick demo with the 4-bit base model on M2 Ultra<br><br>You can run this on your MacBooks - the quantized mode... | t3_18gljbj | /r/LocalLLaMA/comments/18gljbj/mixtral_running_on_m2_ultra/ | false | false | 20 | {'enabled': False, 'images': [{'id': 'hJhDyzs0-Bx2t19gsif7d9gVeOrihGg8WMUdZkD4vfs', 'resolutions': [{'height': 79, 'url': 'https://external-preview.redd.it/rPj9xyJykJJHg0FI54L6pneqy7QFMvN3L-2QsYGJZLo.jpg?width=108&crop=smart&auto=webp&s=0c0da56668f3c727501983bdb6c09459fd460c40', 'width': 108}], 'source': {'height': 103... | ||
Mixtral on dual 3090s | 3 | Anyone solved this yet? | 2023-12-12T12:39:38 | https://www.reddit.com/r/LocalLLaMA/comments/18gkyv3/mixtral_on_dual_3090s/ | kwerky | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gkyv3 | false | null | t3_18gkyv3 | /r/LocalLLaMA/comments/18gkyv3/mixtral_on_dual_3090s/ | false | false | self | 3 | null |
LLama2 on HF TGI on 3 x 3090 FTW3 GPUs | 1 | Hello.
Somehow I dont get it. I try to run Yarn-Llama-2-70B-32k-GPTQ on 3 GPUs as a Text-Generation-Inference. I get an Error that Shard Cannot Start. Settings for Docker run:
(...) -quantize gptq --sharded true --num-shard 3 (...)
Outc.-Expl: "You are using a model of type llama to instantiate a model of type . ... | 2023-12-12T12:28:15 | https://www.reddit.com/r/LocalLLaMA/comments/18gkry9/llama2_on_hf_tgi_on_3_x_3090_ftw3_gpus/ | wolde_kyb | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gkry9 | false | null | t3_18gkry9 | /r/LocalLLaMA/comments/18gkry9/llama2_on_hf_tgi_on_3_x_3090_ftw3_gpus/ | false | false | self | 1 | null |
Axolotl best dataset format for conversations | 4 | Hello
I'm fine-tuning Llama-2 13b with Axolotl and completion dataset format. My dataset for fine-tuning look as follows:
# dataset.jsonl
{"text": "### Human: This is a question### Chatbot: This is a reply### Human: What the hell are you talking about?"}
{"text": "### Human: Who's coming tonight?### Chat... | 2023-12-12T12:00:35 | https://www.reddit.com/r/LocalLLaMA/comments/18gkbgm/axolotl_best_dataset_format_for_conversations/ | Helveticus99 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gkbgm | false | null | t3_18gkbgm | /r/LocalLLaMA/comments/18gkbgm/axolotl_best_dataset_format_for_conversations/ | false | false | self | 4 | null |
Challenges in Code Refactoring: Navigating Token Limits and Context Preservation | 2 | I am currently utilizing the 'uukuguy/speechless-llama2-hermes-orca-platypus-wizardlm-13b' model for code refactoring. The model has a token limit of 4096, while the code I intend to refactor contains approximately 8000 tokens. I face a challenge in maintaining context during code refactoring due to the token limit. Ch... | 2023-12-12T11:33:49 | https://www.reddit.com/r/LocalLLaMA/comments/18gjwg4/challenges_in_code_refactoring_navigating_token/ | donzavus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gjwg4 | false | null | t3_18gjwg4 | /r/LocalLLaMA/comments/18gjwg4/challenges_in_code_refactoring_navigating_token/ | false | false | self | 2 | null |
Custom Chatbots | 1 | [removed] | 2023-12-12T11:27:09 | https://www.reddit.com/r/LocalLLaMA/comments/18gjsob/custom_chatbots/ | Lopsided_Dot_4557 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gjsob | false | null | t3_18gjsob | /r/LocalLLaMA/comments/18gjsob/custom_chatbots/ | false | false | self | 1 | null |
Local setup for Mixtral-8x7B-Instruct | 12 | Here's the repository to easily set it up on your local machine. [https://github.com/mzbac/LLM\_web\_apple\_silicon](https://github.com/mzbac/LLM_web_apple_silicon) | 2023-12-12T11:23:09 | https://www.reddit.com/r/LocalLLaMA/comments/18gjqfp/local_setup_for_mixtral8x7binstruct/ | mzbacd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gjqfp | false | null | t3_18gjqfp | /r/LocalLLaMA/comments/18gjqfp/local_setup_for_mixtral8x7binstruct/ | false | false | self | 12 | {'enabled': False, 'images': [{'id': 'G_Hl1jqVhx4kgTzUpWVCBSyV9dY6rYw4yCJ2zvdm8K4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/4rC-RrY_09NUtzdS68qRnIPpd5K2ykP-bkeQ-IIy8dQ.jpg?width=108&crop=smart&auto=webp&s=ed3e33a51d6b75499a275e6550737964fec1ae49', 'width': 108}, {'height': 108, 'url': 'h... |
POC: Merging to MoE - It's beginning! - Mixtraln't 4x7B | 116 | This one made me excited. We already have first merges of 7b models into the MoE Architecture. No idea if it is good but it produces coherent texts.
From what I can see, the future of local llm's is gonna be good.
[https://huggingface.co/chargoddard/mixtralnt-4x7b-test](https://huggingface.co/chargoddard/mixtralnt-4x... | 2023-12-12T11:08:11 | https://www.reddit.com/r/LocalLLaMA/comments/18gji9c/poc_merging_to_moe_its_beginning_mixtralnt_4x7b/ | Legcor | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gji9c | false | null | t3_18gji9c | /r/LocalLLaMA/comments/18gji9c/poc_merging_to_moe_its_beginning_mixtralnt_4x7b/ | false | false | self | 116 | {'enabled': False, 'images': [{'id': '4wHJ8zbU9GbjEW3Ce8p1rvM28mPjRnr9tlGoBXUcIz4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/plH0zwcG7kiBNMxac35_fx40sEtI7wPmyruQe0HNvMI.jpg?width=108&crop=smart&auto=webp&s=93dea19370d71e637483010e564499f9a150b915', 'width': 108}, {'height': 116, 'url': 'h... |
New to local LLMs, where to start | 1 | Hi everyone, i am a tech-savvy guy that works in IT and also enjoys tinkering as a hobby.
My goal (ideally) is to train/run my own local LLM at home and use it mainly as a voice assistant together with my Home Assistant. Other use cases will be interesting in the future as well, but for now i'd be happy with a working... | 2023-12-12T11:03:16 | https://www.reddit.com/r/LocalLLaMA/comments/18gjfji/new_to_local_llms_where_to_start/ | PSRD | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gjfji | false | null | t3_18gjfji | /r/LocalLLaMA/comments/18gjfji/new_to_local_llms_where_to_start/ | false | false | self | 1 | null |
Can anybody tell me how prompt formats work ? | 3 | I see that there are different styles for different llms. But I can't keep track of them all and just use **Instruction, Input, Response** in markdown format. It seems to work normally.
But what benifits we have for different prompt formats and how did they effect llms responses ?
And what's difference between chat m... | 2023-12-12T10:08:32 | https://www.reddit.com/r/LocalLLaMA/comments/18gimog/can_anybody_tell_me_how_prompt_formats_work/ | Prior-Blood5979 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gimog | false | null | t3_18gimog | /r/LocalLLaMA/comments/18gimog/can_anybody_tell_me_how_prompt_formats_work/ | false | false | self | 3 | null |
Looking for advice on LLM | 6 | Hello everyone I am new here. I need some suggestions and advice. I have a AMD ryzen 3950 CPU with 32 gig of ram and a 4060 TI 16 gig video card. I’m looking the best unfiltered LLM that I can realistically run on my machine. I’ve never ran a local model before but I do run automatic 1111 for photos. Would you recommen... | 2023-12-12T09:38:06 | https://www.reddit.com/r/LocalLLaMA/comments/18gi7fa/looking_for_advice_on_llm/ | No_Respect663 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gi7fa | false | null | t3_18gi7fa | /r/LocalLLaMA/comments/18gi7fa/looking_for_advice_on_llm/ | false | false | self | 6 | null |
What's your environment setup for running LLMs? | 4 | I use LM Studio currently, which is very user friendly, but I find it doesn't work with some of the newer models. My motivation for creating this thread is to weigh up what the different options are. I'm using Windows but setups for other operating systems are welcome since they could still benefit other users and migh... | 2023-12-12T09:06:05 | https://www.reddit.com/r/LocalLLaMA/comments/18ghs5a/whats_your_environment_setup_for_running_llms/ | RedditPolluter | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ghs5a | false | null | t3_18ghs5a | /r/LocalLLaMA/comments/18ghs5a/whats_your_environment_setup_for_running_llms/ | false | false | self | 4 | null |
Which GPU provider should I use if I want to test different open source LLMs. I want to try a few models, largest one having 34 b parameters. | 1 | [removed] | 2023-12-12T08:57:02 | https://www.reddit.com/r/LocalLLaMA/comments/18ghnqt/which_gpu_provider_should_i_use_if_i_want_to_test/ | Special_Crew_401 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ghnqt | false | null | t3_18ghnqt | /r/LocalLLaMA/comments/18ghnqt/which_gpu_provider_should_i_use_if_i_want_to_test/ | false | false | self | 1 | null |
Why does Mixtral8x7B Instruct gets this wrong? | 4 | ​
https://preview.redd.it/gf3tzrstvt5c1.png?width=966&format=png&auto=webp&s=92b107f76f8044ac97609bc82756910777289c12
I have tried the same prompt with Llama70b chat and it worked fine, other questions get good results but it seems like the instruction is sort of ignored in the Mixtral case, why does that happ... | 2023-12-12T08:55:56 | https://www.reddit.com/r/LocalLLaMA/comments/18ghn9t/why_does_mixtral8x7b_instruct_gets_this_wrong/ | iChrist | self.LocalLLaMA | 2023-12-12T09:53:31 | 0 | {} | 18ghn9t | false | null | t3_18ghn9t | /r/LocalLLaMA/comments/18ghn9t/why_does_mixtral8x7b_instruct_gets_this_wrong/ | false | false | 4 | null | |
Mistral 7b v0.2 is nuts | 98 | Sorry this is a odd one but mistral 7b is the first model to pass both of my “intelligence tests”
1: the model is able to output results in the correct formatting (document format, it’s not useful when code is not formatted correctly for example).
And the big one number 2
2: it has been able to translate from Engl... | 2023-12-12T08:55:07 | https://www.reddit.com/r/LocalLLaMA/comments/18ghmw2/mistral_7b_v02_is_nuts/ | ThinkExtension2328 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ghmw2 | false | null | t3_18ghmw2 | /r/LocalLLaMA/comments/18ghmw2/mistral_7b_v02_is_nuts/ | false | false | self | 98 | null |
Is it reasonable to set up a computer with very good GPU but bad CPU/RAM? | 3 | I have an idle Z490 motherboard. Will it run GPU models well with worst CPU and RAM such as Celeron G5900 and 8GB DDR4 RAM, but best GPU such as dual 3090？ | 2023-12-12T08:51:55 | https://www.reddit.com/r/LocalLLaMA/comments/18ghlek/is_it_reasonable_to_set_up_a_computer_with_very/ | redgbcat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ghlek | false | null | t3_18ghlek | /r/LocalLLaMA/comments/18ghlek/is_it_reasonable_to_set_up_a_computer_with_very/ | false | false | default | 3 | null |
RAG-LLM-LOCAL-OFFLINE | 1 | [removed] | 2023-12-12T08:21:58 | https://www.reddit.com/r/LocalLLaMA/comments/18gh7ms/ragllmlocaloffline/ | akhilpanja | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gh7ms | false | null | t3_18gh7ms | /r/LocalLLaMA/comments/18gh7ms/ragllmlocaloffline/ | false | false | default | 1 | null |
mixtral-8x7b-instruct-v0.1 text-generation-webui model loader and options? Can't load | 7 | Hey,
Just wondering if anyone has had success loading TheBlokes mixtral-8x7b-instruct-v0.1 model with text-generation-webui. Still finding my way around, but currently unable to load either the GPTQ or GGUF variants (whatever model loader option I choose fails, error dumps). Grateful for any hints, thank -you | 2023-12-12T08:10:40 | https://www.reddit.com/r/LocalLLaMA/comments/18gh23g/mixtral8x7binstructv01_textgenerationwebui_model/ | Familiar-Impact5074 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gh23g | false | null | t3_18gh23g | /r/LocalLLaMA/comments/18gh23g/mixtral8x7binstructv01_textgenerationwebui_model/ | false | false | self | 7 | null |
Questions about running AI with a 4070 TI and a 1080 TI | 2 | I'm not sure how best to ask this as it's been bugging me for awhile. I've upgraded from a GTX 1080 TI to an RTX 4070 TI and was wondering if there was any way to reliably run the older GPU in tandem with the newer GPU and what is recommended for PCIe lane allocation if it is possible.
No idea what else to ask as I am... | 2023-12-12T07:58:51 | https://www.reddit.com/r/LocalLLaMA/comments/18ggw6f/questions_about_running_ai_with_a_4070_ti_and_a/ | gigabyte64 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ggw6f | false | null | t3_18ggw6f | /r/LocalLLaMA/comments/18ggw6f/questions_about_running_ai_with_a_4070_ti_and_a/ | false | false | self | 2 | null |
LLM360: Towards Fully Transparent Open-Source LLMs | 65 | 2023-12-12T07:42:03 | https://arxiv.org/abs/2312.06550 | ninjasaid13 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 18ggo0b | false | null | t3_18ggo0b | /r/LocalLLaMA/comments/18ggo0b/llm360_towards_fully_transparent_opensource_llms/ | false | false | 65 | {'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... | ||
Mixtral-8x7B-Instruct on Free Colab: Slow 4t/s But Works | 39 | 2023-12-12T07:35:16 | https://colab.research.google.com/gist/chigkim/5521120118fd7533a224b36a3167972f/mixtral.ipynb | chibop1 | colab.research.google.com | 1970-01-01T00:00:00 | 0 | {} | 18ggkp6 | false | null | t3_18ggkp6 | /r/LocalLLaMA/comments/18ggkp6/mixtral8x7binstruct_on_free_colab_slow_4ts_but/ | false | false | 39 | {'enabled': False, 'images': [{'id': 'nkhh65ujo5BznFJFojoMPaKjGuLSpPj6KGhRov-ykOg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/0-fRWqjlLadVXj5pfYp4_Oe3xgBWE-_rdjVSn7hlohI.jpg?width=108&crop=smart&auto=webp&s=f34d2dfdbbfa7de0f1956f186fd8430ee96a1a55', 'width': 108}, {'height': 216, 'url': '... | ||
LM Studio 0.2.9 released (local complete llm solution) - Support for vision models (LLAVA) and Mixtral 8x7B support! | 1 | 2023-12-12T07:35:12 | https://lmstudio.ai/ | perksoeerrroed | lmstudio.ai | 1970-01-01T00:00:00 | 0 | {} | 18ggknw | false | null | t3_18ggknw | /r/LocalLLaMA/comments/18ggknw/lm_studio_029_released_local_complete_llm/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'BGXfaUMntPZWzYo99FfkrbqxveeayLkICP2FRV6iEYA', 'resolutions': [{'height': 41, 'url': 'https://external-preview.redd.it/V0bMuIoeIfXcCnG6uE4-9PiNgKWrVXkZZsdOyfiZwH0.jpg?width=108&crop=smart&auto=webp&s=027a4a136867b336cfe98d6c39e0251e1ba0b055', 'width': 108}, {'height': 83, 'url': 'ht... | ||
Good guy Mistral | 1 | 2023-12-12T07:26:54 | https://twitter.com/arthurmensch/status/1734470462451732839?s=19 | jd_3d | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 18gggh6 | false | {'oembed': {'author_name': 'Arthur Mensch', 'author_url': 'https://twitter.com/arthurmensch', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Removed, enjoy ! <a href="https://t.co/jbSJ87YvZf">https://t.co/jbSJ87YvZf</a></p>— Arthur Mensch (@arthurmensch)... | t3_18gggh6 | /r/LocalLLaMA/comments/18gggh6/good_guy_mistral/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'IiJiFlTViX12HFlrM5q0VzRx5H8mF60G_H9r2vZmX5c', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/XqXlFlMBO5OBHkspjAAfh4k3t6r_qV8rQaXwNGZJ2ow.jpg?width=108&crop=smart&auto=webp&s=fcc72e7270a8c3930a46724f05502f9fdece8170', 'width': 108}], 'source': {'height': 14... | ||
Built llama.cpp from source (on Ubuntu) with no GPU support, now I'd like to build with it, how would I do this? | 4 | I built llama.cpp on Ubuntu 22.04 using the following commands:
```
mkdir build
cd build
cmake ..
cmake --build . --config Release
```
But noticed later on that I could have built with CUDA support like so:
```
mkdir build
cd build
cmake .. -DLLAMA_CUBLAS=ON
cmake --build . --config Release
```
How do I uninstall t... | 2023-12-12T07:17:07 | https://www.reddit.com/r/LocalLLaMA/comments/18ggbg5/built_llamacpp_from_source_on_ubuntu_with_no_gpu/ | masteryoyogi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ggbg5 | false | null | t3_18ggbg5 | /r/LocalLLaMA/comments/18ggbg5/built_llamacpp_from_source_on_ubuntu_with_no_gpu/ | false | false | self | 4 | null |
Help me format the Text/Code generated by LLM | 2 | I am working on running Intel's neural chat model in Langchain locally on my machine.
My usecase is to learn more about Large Language models by hosting this model locally. The model will focus on helping me with code, theory and ideas.
I need help with following :-
1. How shall my prompt look like? How shal... | 2023-12-12T06:48:45 | https://www.reddit.com/r/LocalLLaMA/comments/18gfw8x/help_me_format_the_textcode_generated_by_llm/ | Public-Mechanic-5476 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gfw8x | false | null | t3_18gfw8x | /r/LocalLLaMA/comments/18gfw8x/help_me_format_the_textcode_generated_by_llm/ | false | false | self | 2 | null |
What are the hardware requirements for the 70B model in actual production? | 2 | Will an output speed of 8t/s make users feel comfortable? Under this assumption, how much concurrency can 8 \* a100 40G support? | 2023-12-12T06:39:18 | https://www.reddit.com/r/LocalLLaMA/comments/18gfr2v/what_are_the_hardware_requirements_for_the_70b/ | rxdaozhang | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gfr2v | false | null | t3_18gfr2v | /r/LocalLLaMA/comments/18gfr2v/what_are_the_hardware_requirements_for_the_70b/ | false | false | self | 2 | null |
Mistral Instruct v0.2 merge with top models on openLLM ranking! | 45 | We use mistral instruct v0.2 as base model to merge with two top performing models on huggingface. Since there is no finetune of mistral instruct v0.2 yet, hope this experiment can improve the chat abilities of mistral instruct v0.2 a bit
[https://huggingface.co/janhq/Mistral-7B-Instruct-v0.2-SLERP](https://hugging... | 2023-12-12T06:38:36 | https://www.reddit.com/r/LocalLLaMA/comments/18gfqox/mistral_instruct_v02_merge_with_top_models_on/ | noobgolang | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gfqox | false | null | t3_18gfqox | /r/LocalLLaMA/comments/18gfqox/mistral_instruct_v02_merge_with_top_models_on/ | false | false | self | 45 | {'enabled': False, 'images': [{'id': '1aOB0vKrkoSlT7G0mIDVK6ps2owNn4skoxMO73BQjHc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Q85tTG5El0c6CrK26cIgAmKRMfkzez5htSTG43yOx-M.jpg?width=108&crop=smart&auto=webp&s=d6f9750d4bc420b82cdc58ed18dc04dd4a8f478c', 'width': 108}, {'height': 116, 'url': 'h... |
Venus 120b-v1.1 and 103b-v1.2 | 30 | https://huggingface.co/nsfwthrowitaway69/Venus-120b-v1.1
https://huggingface.co/nsfwthrowitaway69/Venus-103b-v1.2
These are my latest experiments in my "Venus" lineup. 120b-v1.1 replaces SynthIA 1.5 with SynthIA 1.2b, which is a much more capable roleplaying model. It also uses XWin instead of Nous-Hermes. Some initi... | 2023-12-12T06:17:12 | https://www.reddit.com/r/LocalLLaMA/comments/18gfezf/venus_120bv11_and_103bv12/ | nsfw_throwitaway69 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gfezf | false | null | t3_18gfezf | /r/LocalLLaMA/comments/18gfezf/venus_120bv11_and_103bv12/ | false | false | self | 30 | null |
Release Mistral-7B-Instruct-v0.2 | 1 | Mistral released another model
https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2 | 2023-12-12T05:58:31 | https://www.reddit.com/r/LocalLLaMA/comments/18gf3t3/release_mistral7binstructv02/ | Substantial-Club-582 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gf3t3 | false | null | t3_18gf3t3 | /r/LocalLLaMA/comments/18gf3t3/release_mistral7binstructv02/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '7uIO7wMXVMl2auHBq3MWag-BECJwvMre0b2dyJ8z0Dg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/2t0UcEXGY5VCxPvIMIw1lu6mrShK2eft_iU1BWU0htg.jpg?width=108&crop=smart&auto=webp&s=bc739ca294ae6b91d016520318abff4912c56253', 'width': 108}, {'height': 116, 'url': 'h... |
KoboldCPP Frankenstein experimental 1.52 with Mixtral LlamaCPP PR Merged. | 41 | Until LostRuins publishes a real KoboldCPP experimental version once the Mixtral PR in LlamaCPP gets finalized and merged.
On the new Mixtral 0.1 model loaded with my Frankenstein version, the prompt processing is slow, but generation works smoothly.
Cublas (tested) and non Cublas (non tested) versions here :
[https... | 2023-12-12T05:52:03 | https://www.reddit.com/r/LocalLLaMA/comments/18gf032/koboldcpp_frankenstein_experimental_152_with/ | Nexesenex | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gf032 | false | null | t3_18gf032 | /r/LocalLLaMA/comments/18gf032/koboldcpp_frankenstein_experimental_152_with/ | false | false | self | 41 | {'enabled': False, 'images': [{'id': '6IdQ190bKH1b1k7Twy8coqURuurYpcQbzFxacF5v-RA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/wNoWflaHRmsPkfZJz_7D77i2cFqlYAvl39vcBrO-__I.jpg?width=108&crop=smart&auto=webp&s=b6446b5beaa3c3cfc487a47d394bbb30cf098133', 'width': 108}, {'height': 108, 'url': 'h... |
Whats the best way to run small llms locally on an ond machine? | 4 | So i have this old windows 7 pc with a pentium g4560 and a 2gb VRAM gpu.
Whats the most capable model i can run at 5+ tokens/sec on that BEAST of a computer and how do i proceed with the instalation process? Beacause many many llm enviroment applications just straight up refuse to work on windows 7 and also theres so... | 2023-12-12T05:40:03 | https://www.reddit.com/r/LocalLLaMA/comments/18geszq/whats_the_best_way_to_run_small_llms_locally_on/ | chooseanything1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18geszq | false | null | t3_18geszq | /r/LocalLLaMA/comments/18geszq/whats_the_best_way_to_run_small_llms_locally_on/ | false | false | self | 4 | null |
Mixtral 8x7b hardware requirement | 1 | How much GB of GPU do I need to run the new mixtral? Does someone have a google colab file that runs it? Is it really better or equal to the gpt3.5? | 2023-12-12T05:30:30 | https://www.reddit.com/r/LocalLLaMA/comments/18gen4z/mixtral_8x7b_hardware_requirement/ | Original_Job6327 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gen4z | false | null | t3_18gen4z | /r/LocalLLaMA/comments/18gen4z/mixtral_8x7b_hardware_requirement/ | false | false | self | 1 | null |
KoboldCPP Frankenstein experimental 1.52 with Mixtral LlamaCPP PR Merged. | 1 | Until LostRuins publishes his work, here's my own KoboldCPP experimental 1.52 with the LlamaCPP PR for Mixtral merged. And it works with CUBLAS at least (I didn't test the other BLAS, though I provide the non-CUBLAS binary as well):
[https://github.com/Nexesenex/kobold.cpp/releases/tag/1.52\_mix](https://github.com/Ne... | 2023-12-12T05:28:38 | https://www.reddit.com/r/LocalLLaMA/comments/18gelyh/koboldcpp_frankenstein_experimental_152_with/ | Nexesenex | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gelyh | false | null | t3_18gelyh | /r/LocalLLaMA/comments/18gelyh/koboldcpp_frankenstein_experimental_152_with/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '6IdQ190bKH1b1k7Twy8coqURuurYpcQbzFxacF5v-RA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/wNoWflaHRmsPkfZJz_7D77i2cFqlYAvl39vcBrO-__I.jpg?width=108&crop=smart&auto=webp&s=b6446b5beaa3c3cfc487a47d394bbb30cf098133', 'width': 108}, {'height': 108, 'url': 'h... |
Kobold CPP frankenstein experimental pre-release for Mixtral 0.1 GGUF | 1 | Until LostRuins publishes his work, here's my own KoboldCPP experimental 1.52 with the LlamaCPP PR for Mixtral merged. And it works with CUBLAS at least (I didn't test the other BLAS):
[https://github.com/Nexesenex/kobold.cpp/releases/tag/1.52\_mix](https://github.com/Nexesenex/kobold.cpp/releases/tag/1.52_mix)
Enjoy... | 2023-12-12T05:20:13 | https://www.reddit.com/r/LocalLLaMA/comments/18gegp4/kobold_cpp_frankenstein_experimental_prerelease/ | Nexesenex | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gegp4 | false | null | t3_18gegp4 | /r/LocalLLaMA/comments/18gegp4/kobold_cpp_frankenstein_experimental_prerelease/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '6IdQ190bKH1b1k7Twy8coqURuurYpcQbzFxacF5v-RA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/wNoWflaHRmsPkfZJz_7D77i2cFqlYAvl39vcBrO-__I.jpg?width=108&crop=smart&auto=webp&s=b6446b5beaa3c3cfc487a47d394bbb30cf098133', 'width': 108}, {'height': 108, 'url': 'h... |
Has anyone gotten Mixtral running with 16gb of RAM and 6 or 8gb of VRAM? | 11 | I feel like Q2 or maybe Q3 should be doable with this. Yes, I am very selfishly creating a post asking about my own personal setup. If you wanna fight me and you live in the Space Coast region you can DM me | 2023-12-12T05:01:20 | https://www.reddit.com/r/LocalLLaMA/comments/18ge4t1/has_anyone_gotten_mixtral_running_with_16gb_of/ | Covid-Plannedemic_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ge4t1 | false | null | t3_18ge4t1 | /r/LocalLLaMA/comments/18ge4t1/has_anyone_gotten_mixtral_running_with_16gb_of/ | false | false | self | 11 | null |
Use llama.cpp server with cached prompt as an inference server for text parsing (NER) | 6 | Hi, I am planning on using llama.cpp to parse data from unstructured text. The example is as below.
\`\`\`
USER: Extract brand\_name (str), product\_name (str), weight (int), weight\_unit (str) and return a json string from the following text: Nishiki Premium Sushi Rice, White, 10 lbs (Pack of 1)
ChatLlama: { "bran... | 2023-12-12T04:44:07 | https://www.reddit.com/r/LocalLLaMA/comments/18gdtt3/use_llamacpp_server_with_cached_prompt_as_an/ | Pancake502 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gdtt3 | false | null | t3_18gdtt3 | /r/LocalLLaMA/comments/18gdtt3/use_llamacpp_server_with_cached_prompt_as_an/ | false | false | self | 6 | null |
New foundational model. Trading blows with Mistal 7B and is 80% faster. | 1 | 2023-12-12T04:35:46 | https://huggingface.co/Deci/DeciLM-6b | perksoeerrroed | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 18gdokg | false | null | t3_18gdokg | /r/LocalLLaMA/comments/18gdokg/new_foundational_model_trading_blows_with_mistal/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'PeUEHEDeiDpJiVx8uu6FTyh9hxae5iwe1tZAyeglz7g', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/0xPjyMA-K_RrTRw4pJahJxIj8R03Gm32lmTp1g3O1eo.jpg?width=108&crop=smart&auto=webp&s=7232c41fe1728b2e038a3f1eebc30f9c4e7ae181', 'width': 108}, {'height': 116, 'url': 'h... | ||
How to increase Llama2 context window to 32K? | 1 |
What is the best and reliable way to increase context limit for Llama2 while maintaining the quality?
I read about something called unlimiformer can we use that for LlaMa2?
What about flash attention, and also is flash attention same as longLora?
Please share if there are any available implementations.
Thank... | 2023-12-12T04:32:50 | https://www.reddit.com/r/LocalLLaMA/comments/18gdmny/how_to_increase_llama2_context_window_to_32k/ | Elegant-Afternoon-12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gdmny | false | null | t3_18gdmny | /r/LocalLLaMA/comments/18gdmny/how_to_increase_llama2_context_window_to_32k/ | false | false | self | 1 | null |
My experience trying Mixtral GGUF | 3 | 2023-12-12T04:03:00 | cubestar362 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18gd33j | false | null | t3_18gd33j | /r/LocalLLaMA/comments/18gd33j/my_experience_trying_mixtral_gguf/ | false | false | 3 | {'enabled': True, 'images': [{'id': 'ZBf7We41Kk2kwO4RzGp0vkM3KLrScpGyjPPAHMLFF2Q', 'resolutions': [{'height': 81, 'url': 'https://preview.redd.it/gnan52bifs5c1.png?width=108&crop=smart&auto=webp&s=b6e0764ca580a070563d1ad22a12c3b03d20c263', 'width': 108}, {'height': 162, 'url': 'https://preview.redd.it/gnan52bifs5c1.png... | |||
Seeking to improve Cerebras' gigaGPT code base for LLM training and fine tuning | 3 |
I know basically nothing about coding. But, hoping to spur a fork or two from Cerebras' original github project, I asked Claude 2 and GPT-4 for improvement suggestions for Cerebras' gigaGPT code ( [https://github.com/Cerebras/gigaGPT](https://github.com/Cerebras/gigaGPT) ), to adjust the code to train more SOTA mode... | 2023-12-12T03:41:06 | https://www.reddit.com/r/LocalLLaMA/comments/18gcoew/seeking_to_improve_cerebras_gigagpt_code_base_for/ | WaterdanceAC | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gcoew | false | null | t3_18gcoew | /r/LocalLLaMA/comments/18gcoew/seeking_to_improve_cerebras_gigagpt_code_base_for/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'I0d8ubfW5rtlIFUB3DREM_xv6CRpjr4vjEeK6oK3Rno', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/NOu7pDkaBnT_aqD-tlGR_Am1g9u-n8XR4QbrbD59iPQ.jpg?width=108&crop=smart&auto=webp&s=71e042f34c9e721dee892deabca1dc53c5c9bbb3', 'width': 108}, {'height': 108, 'url': 'h... |
Is anyone using Fabrice Bellard's TSServer? | 4 | I've been using TextSynth for 7B inference, and I came across this https://bellard.org/ts_server/
The typical candidates for local inference servers tend to be kobold, llamacpp etc (I use koboldcpp for local inference testing) - - has anyone tried using TSServer? | 2023-12-12T03:14:55 | https://www.reddit.com/r/LocalLLaMA/comments/18gc71s/is_anyone_using_fabrice_bellards_tsserver/ | noellarkin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gc71s | false | null | t3_18gc71s | /r/LocalLLaMA/comments/18gc71s/is_anyone_using_fabrice_bellards_tsserver/ | false | false | self | 4 | null |
Finally an ultimate answer to the Sisters riddle (Sydney Overthinker) | 59 | 2023-12-12T03:12:28 | FPham | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18gc5ew | false | null | t3_18gc5ew | /r/LocalLLaMA/comments/18gc5ew/finally_an_ultimate_answer_to_the_sisters_riddle/ | false | false | 59 | {'enabled': True, 'images': [{'id': '9n_5Bm6_V_GkgEhJH8L26Kofct2rkgqsHymyFk6DxHs', 'resolutions': [{'height': 76, 'url': 'https://preview.redd.it/pms6g74b6s5c1.png?width=108&crop=smart&auto=webp&s=74ef1840ec2e491ecdcbcee1814da5c9c98fd7d1', 'width': 108}, {'height': 153, 'url': 'https://preview.redd.it/pms6g74b6s5c1.png... | |||
Fine-tune using Quip 2bit quantization method | 1 | Can anyone help me..I want to fine-tune models using Quip technique. Can anybody give me reference or related notebooks for it. | 2023-12-12T03:07:47 | https://www.reddit.com/r/LocalLLaMA/comments/18gc260/finetune_using_quip_2bit_quantization_method/ | LividSwan9954 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gc260 | false | null | t3_18gc260 | /r/LocalLLaMA/comments/18gc260/finetune_using_quip_2bit_quantization_method/ | false | false | self | 1 | null |
Is it better to have one large parquet file or lots of smaller parquet files? | 2 | when training these llms, i have a good amount of data that i've scraped from personal resources, and have stored them in parquet files. is it a better idea to just have a couple of big parquet files, or split up into a bunch of smaller parquets when fine tuning? | 2023-12-12T02:50:41 | https://www.reddit.com/r/LocalLLaMA/comments/18gbq33/is_it_better_to_have_one_large_parquet_file_or/ | fendiwap1234 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gbq33 | false | null | t3_18gbq33 | /r/LocalLLaMA/comments/18gbq33/is_it_better_to_have_one_large_parquet_file_or/ | false | false | self | 2 | null |
Is Orca 2 (13B) over-tuned towards being not smart? | 2 | I tested Orca 2 13B, but found it's not smart. It seems overturned on some patterns. But it didn't really get the patterns. Can I still rely on it? Maybe I just have tested it with too few cases.
Question 1： lily has three brothers, each brother has two sisters. how many sisters does lily have?
Answer: Given: ... | 2023-12-12T02:42:15 | https://www.reddit.com/r/LocalLLaMA/comments/18gbk8h/is_orca_2_13b_overtuned_towards_being_not_smart/ | Fancy-Welcome-9064 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gbk8h | false | null | t3_18gbk8h | /r/LocalLLaMA/comments/18gbk8h/is_orca_2_13b_overtuned_towards_being_not_smart/ | false | false | 2 | null | |
Structured output for llama-cpp-python | 4 | Hello, I've been working on a small python library to make structured completion easy when using llama-cpp-python.
[https://pypi.org/project/llama-prompter/](https://pypi.org/project/llama-prompter/)
The library allows declaring a prompt template like this:
from llama_prompter import Prompter
prompter = Prom... | 2023-12-12T02:41:42 | https://www.reddit.com/r/LocalLLaMA/comments/18gbjut/structured_output_for_llamacpppython/ | regazp | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gbjut | false | null | t3_18gbjut | /r/LocalLLaMA/comments/18gbjut/structured_output_for_llamacpppython/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'IUHM4ctLZQorzkPuYJ4IkGSag8BtaIqZoyqL1L53KuM', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/MoP6enMQ2Q6o4o23d5xCmvlBtpeCXWiqxc63UVCX5Rk.jpg?width=108&crop=smart&auto=webp&s=46fa55dd1b1e587ab93bcbbdc6cb2de37b810bf3', 'width': 108}, {'height': 216, 'url': '... |
Got Mixtral-8x7B-Instruct-v0.1-GGUF running on textwebui ! | 124 | The setup kinda sucks because you need to manually compile [https://github.com/abetlen/llama-cpp-python](https://github.com/abetlen/llama-cpp-python) but once you done that it freaking works ! Getting about 7 token/sec on my cpu or 3080ti but haven't spent the time to try to offload more than 10 layers yet.
Will writ... | 2023-12-12T02:31:54 | https://www.reddit.com/r/LocalLLaMA/comments/18gbcxn/got_mixtral8x7binstructv01gguf_running_on/ | Sir_Joe | self.LocalLLaMA | 2023-12-12T17:30:29 | 0 | {} | 18gbcxn | false | null | t3_18gbcxn | /r/LocalLLaMA/comments/18gbcxn/got_mixtral8x7binstructv01gguf_running_on/ | false | false | 124 | {'enabled': False, 'images': [{'id': 'Cq2Hf2cq83pKcHyXUenwiA25MHU6hHarW5BdAVNiSd8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Q-g_zbZSUjpPIn25k4SIXxc1L5_ubA3FXb_eEjsGZEY.jpg?width=108&crop=smart&auto=webp&s=744f3a10b3d7b367239731df0f4717a2cde0dc7e', 'width': 108}, {'height': 108, 'url': 'h... | |
Max token size for 34B model on 24GB VRAM | 3 | What is the max token size a 24GB VRAM GPU like the RTX 3090 can support when using a 34B 4K context EXL2/AWQ model?
I tried loading the model into text-generation inference server running on a headless Ubuntu system and during warm up it will OOM if the max token size is set to larger than 3500. | 2023-12-12T02:27:01 | https://www.reddit.com/r/LocalLLaMA/comments/18gb9f3/max_token_size_for_34b_model_on_24gb_vram/ | gptzerozero | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gb9f3 | false | null | t3_18gb9f3 | /r/LocalLLaMA/comments/18gb9f3/max_token_size_for_34b_model_on_24gb_vram/ | false | false | self | 3 | null |
Mixtral makes half-working Snake Game. | 43 | ​
https://reddit.com/link/18gb5w0/video/kmqz4w5xwr5c1/player
Code: [https://pastebin.com/xUyMFrPm](https://pastebin.com/xUyMFrPm)
HuggingChat conversation: [https://hf.co/chat/r/5TvGbIA](https://hf.co/chat/r/5TvGbIA) | 2023-12-12T02:22:04 | https://www.reddit.com/r/LocalLLaMA/comments/18gb5w0/mixtral_makes_halfworking_snake_game/ | bot-333 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gb5w0 | false | null | t3_18gb5w0 | /r/LocalLLaMA/comments/18gb5w0/mixtral_makes_halfworking_snake_game/ | false | false | 43 | {'enabled': False, 'images': [{'id': 'OgFzGCIRw1ZxjMOSkfV1OiH-_nQiZl8rzSonmOAuhGs', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/P8lS0kk6BFe2IEo6TxCZd1LVwksc34IkzGTVx_SCc8w.jpg?width=108&crop=smart&auto=webp&s=3d74dbe4f1d67cc8b587db9aa01762f26e269bcf', 'width': 108}], 'source': {'height': 15... | |
Streaming Memoization with Sliding Context Windows? | 1 | [removed] | 2023-12-12T01:52:24 | https://www.reddit.com/r/LocalLLaMA/comments/18gakad/streaming_memoization_with_sliding_context_windows/ | williamiamiam | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gakad | false | null | t3_18gakad | /r/LocalLLaMA/comments/18gakad/streaming_memoization_with_sliding_context_windows/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'AY-LcAc2FyV29bsFQRiN5BCv9bFOx24hdJxwymt01fg', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/8x9gCqoH2NYsVRiCh4eqbvLhSmpO4-jWO9DWXEvaf8o.jpg?width=108&crop=smart&auto=webp&s=7621db3cbfe039088454cff381249111546e354a', 'width': 108}, {'height': 162, 'url': 'h... |
Easy way to fine tune / embed model locally? | 2 | Looking for a way to chat with my information, I have a few folders with Q&A and raw data in the form of PDFs, looking to make a knowledge base chatbot per each, how do I go about simply training the models to know this? | 2023-12-12T01:50:08 | https://www.reddit.com/r/LocalLLaMA/comments/18gaima/easy_way_to_fine_tune_embed_model_locally/ | SubjectServe3984 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gaima | false | null | t3_18gaima | /r/LocalLLaMA/comments/18gaima/easy_way_to_fine_tune_embed_model_locally/ | false | false | self | 2 | null |
Streaming Memoization with Sliding Context Windows | 1 | [removed] | 2023-12-12T01:41:55 | https://www.reddit.com/r/LocalLLaMA/comments/18gacvh/streaming_memoization_with_sliding_context_windows/ | williamiamiam | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18gacvh | false | null | t3_18gacvh | /r/LocalLLaMA/comments/18gacvh/streaming_memoization_with_sliding_context_windows/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'AY-LcAc2FyV29bsFQRiN5BCv9bFOx24hdJxwymt01fg', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/8x9gCqoH2NYsVRiCh4eqbvLhSmpO4-jWO9DWXEvaf8o.jpg?width=108&crop=smart&auto=webp&s=7621db3cbfe039088454cff381249111546e354a', 'width': 108}, {'height': 162, 'url': 'h... |
Is there a way in GPT4ALL to use one collection of RAG Local Docs as an “authoritative source” for comparing other documents in a separate collection. | 9 | I want to set up two collections of local documents for RAG in GPT4ALL where one is understood to be a collection of rules and regulations documents that are authoritative sources of information and the other folder contains documents that I want to check against the documents for compliance with the regulations.
Col... | 2023-12-12T01:24:53 | https://www.reddit.com/r/LocalLLaMA/comments/18ga0zt/is_there_a_way_in_gpt4all_to_use_one_collection/ | Porespellar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ga0zt | false | null | t3_18ga0zt | /r/LocalLLaMA/comments/18ga0zt/is_there_a_way_in_gpt4all_to_use_one_collection/ | false | false | self | 9 | null |
mixtral-8x7b (Q8) vs Notus-7b (Q8) - showdown on M3 MacBook Pro | 34 | Very pleased with the performance of the new mixtral model. This is also the first model to get the Sally riddle correct first shot. I also included a quick code demo for fun. Notus-7b went crazy at the end of that one and I had to terminate it. Note that both models are Q8 and running concurrently on the same host. Th... | 2023-12-12T01:21:17 | https://www.reddit.com/r/LocalLLaMA/comments/18g9yfc/mixtral8x7b_q8_vs_notus7b_q8_showdown_on_m3/ | LocoMod | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g9yfc | false | null | t3_18g9yfc | /r/LocalLLaMA/comments/18g9yfc/mixtral8x7b_q8_vs_notus7b_q8_showdown_on_m3/ | false | false | self | 34 | null |
Finetuning the best 7b LLM. LLM model? GPU/VRAM requirements? Tutorials? | 7 | Hello, I am looking to fine tune a 7B LLM model. Can you please help me with the following choices.
- which Open Source LLM to choose?
I really like the speed of Minstral architecture. So I was thinking to using Zepher-7b-beta. Please let me know if there is a better Minstral-7B fine tuned version.
- how much vRAM ... | 2023-12-12T00:47:53 | https://www.reddit.com/r/LocalLLaMA/comments/18g9adl/finetuning_the_best_7b_llm_llm_model_gpuvram/ | AI_ML_preneur | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g9adl | false | null | t3_18g9adl | /r/LocalLLaMA/comments/18g9adl/finetuning_the_best_7b_llm_llm_model_gpuvram/ | false | false | self | 7 | null |
Location of documentation for merging models? | 3 | Does anyone have docs on how people are creating merges? I've seen it referenced a bunch but I've never found a explanation of the process.
I know you can't merge models of different architectures, but I've never found any documentation on if you've got two llama type models how you can create your own from the two.... | 2023-12-11T23:38:56 | https://www.reddit.com/r/LocalLLaMA/comments/18g7u4a/location_of_documentation_for_merging_models/ | q5sys | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g7u4a | false | null | t3_18g7u4a | /r/LocalLLaMA/comments/18g7u4a/location_of_documentation_for_merging_models/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'd0SHtZL9p73W45xY3bsO0cS7YQNNST0m7cbIi6_ExlI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/qIYusfy7FINvtceqpv11gJBD1z1EC5V4SnLkj2Z-0L0.jpg?width=108&crop=smart&auto=webp&s=b42ab79af82b038b10ea5af16559275cc8f9c0cd', 'width': 108}, {'height': 116, 'url': 'h... |
Teach your LLM to say "I don't know" | 309 | Hello reddit! I have been into AI for the last 4 years, and I wanted to join the community and exchange some thoughts and ideas, share my experiences, and probably learn something from your feedback in this fascinating and fast evolving field of LLMs. This would be my first post.
In this article, I focus on best pract... | 2023-12-11T23:06:04 | https://www.reddit.com/r/LocalLLaMA/comments/18g73xj/teach_your_llm_to_say_i_dont_know/ | imiskel | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g73xj | false | null | t3_18g73xj | /r/LocalLLaMA/comments/18g73xj/teach_your_llm_to_say_i_dont_know/ | false | false | self | 309 | null |
LM Studio 0.2.9 Released | Vision Support | 1 | [removed] | 2023-12-11T22:55:39 | https://www.reddit.com/r/LocalLLaMA/comments/18g6va2/lm_studio_029_released_vision_support/ | cddelgado | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g6va2 | false | null | t3_18g6va2 | /r/LocalLLaMA/comments/18g6va2/lm_studio_029_released_vision_support/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'BGXfaUMntPZWzYo99FfkrbqxveeayLkICP2FRV6iEYA', 'resolutions': [{'height': 41, 'url': 'https://external-preview.redd.it/V0bMuIoeIfXcCnG6uE4-9PiNgKWrVXkZZsdOyfiZwH0.jpg?width=108&crop=smart&auto=webp&s=027a4a136867b336cfe98d6c39e0251e1ba0b055', 'width': 108}, {'height': 83, 'url': 'ht... |
Models supposed to be uncensored can't even answer medical questions (mistral orca, mxlewd, etc) - and not just bit ! | 1 | I'll try to be brief - using LMStudio I'm running mxlewd, mistral7b-orca etc (all from thebloke) and tried asking it progressively more pointed questions about medical subjects (for example, what if i develop disease X, what's the best source of treatment , etc). Both told me to stop chatting and consult a doctor inste... | 2023-12-11T22:48:56 | https://www.reddit.com/r/LocalLLaMA/comments/18g6pr0/models_supposed_to_be_uncensored_cant_even_answer/ | RadioSailor | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g6pr0 | false | null | t3_18g6pr0 | /r/LocalLLaMA/comments/18g6pr0/models_supposed_to_be_uncensored_cant_even_answer/ | false | false | self | 1 | null |
it's an open source relationship I guess | 1 | 2023-12-11T22:42:39 | hello_new_here_ | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18g6k92 | false | null | t3_18g6k92 | /r/LocalLLaMA/comments/18g6k92/its_an_open_source_relationship_i_guess/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'xSedcr2XZhdgejDUSKzT_9rO6rFEImd7QGSvT4yN03o', 'resolutions': [{'height': 19, 'url': 'https://preview.redd.it/bdfbpuukuq5c1.png?width=108&crop=smart&auto=webp&s=5dcaff242503d399cff85336fea4a6705949c836', 'width': 108}, {'height': 39, 'url': 'https://preview.redd.it/bdfbpuukuq5c1.png?... | |||
mixtral-8x7b-instruct-v0.1 seems good. | 59 | ./main -m mixtral-8x7b-instruct-v0.1.Q6_K.gguf --min-p 0.01 --top-p 1.0 --color -t 5 --temp 0 --repeat_penalty 1 -c 4096 -n -1 -p "<s>[INST] Sally (a girl) has 3 brothers. Each brother has 2 sisters. How many sisters does Sally have? [/INST]"
Sally has 1 sister.
Here's the logic behind this:
1. We know that Sally ha... | 2023-12-11T22:31:32 | https://www.reddit.com/r/LocalLLaMA/comments/18g6aze/mixtral8x7binstructv01_seems_good/ | ambient_temp_xeno | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g6aze | false | null | t3_18g6aze | /r/LocalLLaMA/comments/18g6aze/mixtral8x7binstructv01_seems_good/ | false | false | self | 59 | null |
Thoughts after fine tuning on my production data for creative output. | 1 | I see a lot of examples of fine tuning for more factual B2B style tasks, but my site www.tryspellbound.com is a site where you write fanfiction by chatting (aka roleplay)
It was originally built on a complex pipeline of open source models that worked in concert.
You could call it "manual MoE": to avoid repetition it ... | 2023-12-11T22:25:07 | https://www.reddit.com/r/LocalLLaMA/comments/18g65hy/thoughts_after_fine_tuning_on_my_production_data/ | spellbound_app | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g65hy | false | null | t3_18g65hy | /r/LocalLLaMA/comments/18g65hy/thoughts_after_fine_tuning_on_my_production_data/ | false | false | self | 1 | null |
Amid Community Fervor Over Mixtral, Startup Still Decides to Launch Model. | 154 | 2023-12-11T22:05:14 | https://v.redd.it/x5358trnnq5c1 | datascienceharp | /r/LocalLLaMA/comments/18g5o51/amid_community_fervor_over_mixtral_startup_still/ | 1970-01-01T00:00:00 | 0 | {} | 18g5o51 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/x5358trnnq5c1/DASHPlaylist.mpd?a=1705010715%2CMGRhMDE5MzY4MjhjNTAxYzQ5N2NkMmNlM2Y4ZTI4Y2EwZGMyNzQ5YjE0NmVjMDAxZjkxNDRmMjI0MTM0M2ZkYw%3D%3D&v=1&f=sd', 'duration': 91, 'fallback_url': 'https://v.redd.it/x5358trnnq5c1/DASH_1080.mp4?source=fallback', 'h... | t3_18g5o51 | /r/LocalLLaMA/comments/18g5o51/amid_community_fervor_over_mixtral_startup_still/ | false | false | 154 | {'enabled': False, 'images': [{'id': 'NzloYWRoNnpucTVjMSSlAOTXwsKvjp93yQkNZE14Su0pV9J_1UREjK3DyYoU', 'resolutions': [{'height': 62, 'url': 'https://external-preview.redd.it/NzloYWRoNnpucTVjMSSlAOTXwsKvjp93yQkNZE14Su0pV9J_1UREjK3DyYoU.png?width=108&crop=smart&format=pjpg&auto=webp&s=ee605c5bc78a5b98c61318b83ce079039657c... | ||
Existential Danger of Open Sourcing LLM Models! | 1 | I have been playing with a local instance of openhermes2.5-mistral and I was testing several malicious scenarios to understand at which extend an independent AI agent in the future would be capable of harm towards humanity.
Here an example where the model provides a detail view on how it would destroy humankind:
http... | 2023-12-11T22:03:58 | https://www.reddit.com/r/LocalLLaMA/comments/18g5myx/existential_danger_of_open_sourcing_llm_models/ | backward_is_forward | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g5myx | true | null | t3_18g5myx | /r/LocalLLaMA/comments/18g5myx/existential_danger_of_open_sourcing_llm_models/ | false | false | default | 1 | null |
are you finetuning LLaMA for marketing/strategy? | 6 | Hope it's okay to post this here. I'm involved in organizing an SF-based event on AI advancements in the advertising/ marketing/ design industries. I'd love to connect with anyone who's developing AI products for this space- specifically custom LLM fine tunings. My personal area of exploration is diffusion modeling (tr... | 2023-12-11T21:53:29 | https://www.reddit.com/r/LocalLLaMA/comments/18g5dlr/are_you_finetuning_llama_for_marketingstrategy/ | semioticgoth | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g5dlr | false | null | t3_18g5dlr | /r/LocalLLaMA/comments/18g5dlr/are_you_finetuning_llama_for_marketingstrategy/ | false | false | self | 6 | null |
How do we use the 128k context windows without a headache? | 1 | [removed] | 2023-12-11T21:47:36 | https://www.reddit.com/r/LocalLLaMA/comments/18g58br/how_do_we_use_the_128k_context_windows_without_a/ | Overall-Importance54 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g58br | false | null | t3_18g58br | /r/LocalLLaMA/comments/18g58br/how_do_we_use_the_128k_context_windows_without_a/ | false | false | self | 1 | null |
GitHub - eth-easl/deltazip: Compression for Foundation Models | 19 | 2023-12-11T21:37:01 | https://github.com/eth-easl/deltazip | Elven77AI | github.com | 1970-01-01T00:00:00 | 0 | {} | 18g4z4u | false | null | t3_18g4z4u | /r/LocalLLaMA/comments/18g4z4u/github_etheasldeltazip_compression_for_foundation/ | false | false | 19 | {'enabled': False, 'images': [{'id': 'AENShc80VS3A9hqHr74Pw8TeKps9PqyAoYM_p0pAy8c', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/3OFmOdCCylDlK6Umuz7wyzPjVBhWDSjQe3fxRQdVhdg.jpg?width=108&crop=smart&auto=webp&s=7fe675c9016be19fd6c259b8becdd1295705362d', 'width': 108}, {'height': 108, 'url': 'h... | ||
Mistral-7B-Instruct-v0.2 is here + unsloth.ai mistral support : lets the local trainings begin! | 31 | I have been following both closely.
\- [https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2) release.
\- [https://github.com/unslothai/unsloth](https://github.com/unslothai/unsloth) supports mistral now.
I am newbie to this and all this make th... | 2023-12-11T21:20:02 | https://www.reddit.com/r/LocalLLaMA/comments/18g4jvv/mistral7binstructv02_is_here_unslothai_mistral/ | phoneixAdi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g4jvv | false | null | t3_18g4jvv | /r/LocalLLaMA/comments/18g4jvv/mistral7binstructv02_is_here_unslothai_mistral/ | false | false | self | 31 | {'enabled': False, 'images': [{'id': '7uIO7wMXVMl2auHBq3MWag-BECJwvMre0b2dyJ8z0Dg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/2t0UcEXGY5VCxPvIMIw1lu6mrShK2eft_iU1BWU0htg.jpg?width=108&crop=smart&auto=webp&s=bc739ca294ae6b91d016520318abff4912c56253', 'width': 108}, {'height': 116, 'url': 'h... |
I am trying to train the transformer classification model but keep running out of memory. | 2 | CUDA runs out of memory halfway through the training. I am using Huggingface Trainer [API](https://huggingface.co/docs/transformers/main_classes/trainer).
Things I have tried so far:
\- Decrease batch size
\- Updating the model weights less frequently.
Not sure why this happens or how to fix it , could it be ... | 2023-12-11T21:18:09 | https://www.reddit.com/r/LocalLLaMA/comments/18g4i8t/i_am_trying_to_train_the_transformer/ | True-Excitement-1276 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g4i8t | false | null | t3_18g4i8t | /r/LocalLLaMA/comments/18g4i8t/i_am_trying_to_train_the_transformer/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'jfeVG47nZdEkz9kXfW1CcS-Sy8l4DXGb9JErx6bLKfU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/IfMbJOxNUMUzsY1dCStb5zfgtucewbklqG7kssYhOLc.jpg?width=108&crop=smart&auto=webp&s=6c2099a4a9a69e9793ac03aec2e167bf75ab3eae', 'width': 108}, {'height': 116, 'url': 'h... |
LLM for chatting and command recognition | 2 | Hello everyone, new to LLMs. I am working on my thesis project. The whole idea is to create a mixed reality voice assistant that can control some devices in a room and you can have with it a more intelligent conversation compared to other voice assistants(Alexa,Google, etc.). I thought initially to use [wit.ai](https:/... | 2023-12-11T21:01:18 | https://www.reddit.com/r/LocalLLaMA/comments/18g43k5/llm_for_chatting_and_command_recognition/ | 3ngaged | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g43k5 | false | null | t3_18g43k5 | /r/LocalLLaMA/comments/18g43k5/llm_for_chatting_and_command_recognition/ | false | false | self | 2 | null |
Which Mac specs are needed to learn LLM also for inference, testing or evaluating accuracy | 1 | [removed] | 2023-12-11T20:56:24 | https://www.reddit.com/r/LocalLLaMA/comments/18g3z49/which_mac_specs_are_needed_to_learn_llm_also_for/ | Adventurous-Sign4520 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g3z49 | false | null | t3_18g3z49 | /r/LocalLLaMA/comments/18g3z49/which_mac_specs_are_needed_to_learn_llm_also_for/ | false | false | self | 1 | null |
Attention Buckets achieves SOTA performance on par with GPT-4 | 9 | 2023-12-11T20:53:38 | https://arxiv.org/abs/2312.04455 | Elven77AI | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 18g3wss | false | null | t3_18g3wss | /r/LocalLLaMA/comments/18g3wss/attention_buckets_achieves_sota_performance_on/ | false | false | 9 | {'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... | ||
I have a specific use case, can AI solve this? | 1 | [removed] | 2023-12-11T20:50:31 | https://www.reddit.com/r/LocalLLaMA/comments/18g3u47/i_have_a_specific_use_case_can_ai_solve_this/ | Freedom88779922 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g3u47 | false | null | t3_18g3u47 | /r/LocalLLaMA/comments/18g3u47/i_have_a_specific_use_case_can_ai_solve_this/ | false | false | self | 1 | null |
Local LLM for Financial document summary, a few questions | 2 | Hi,
I would like to use a local LLM to get fundamental analysis every morning while I drink my coffee.
There is so much information online that I do not know which model to pick, do I need to fine tune etc ...
My solution : just use LLAMA pretrained model, feed it news / quarterly report of companies and use g... | 2023-12-11T20:47:12 | https://www.reddit.com/r/LocalLLaMA/comments/18g3r9u/local_llm_for_financial_document_summary_a_few/ | Frizzoux | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g3r9u | false | null | t3_18g3r9u | /r/LocalLLaMA/comments/18g3r9u/local_llm_for_financial_document_summary_a_few/ | false | false | self | 2 | null |
DATA INFO | 1 | In terms of data reading when running llms locally what is the limit? Like in gb? I understand tokens is the number used to talk or ask the questions but how much data can it go through to find specific results? Like if I say input an encyclopedia full of facts?
A little background I haven’t tried running a local llm ... | 2023-12-11T20:30:33 | https://www.reddit.com/r/LocalLLaMA/comments/18g3cqh/data_info/ | IntelligentAirport26 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g3cqh | false | null | t3_18g3cqh | /r/LocalLLaMA/comments/18g3cqh/data_info/ | false | false | self | 1 | null |
Data extraction from pdf | 3 | I want to implement a RAG system with data from given documents mostly pdf's , what is the best method to extract tables from the pdf's and the best way to embed it , I tried playing around with camelot and similar libraries to extract tables but it has issues when tables splits in b/w pages some tables are not recogni... | 2023-12-11T20:29:11 | https://www.reddit.com/r/LocalLLaMA/comments/18g3bge/data_extraction_from_pdf/ | Paradoxical-17 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g3bge | false | null | t3_18g3bge | /r/LocalLLaMA/comments/18g3bge/data_extraction_from_pdf/ | false | false | self | 3 | null |
How safe is ChatGPT? | 3 |
I spent some time this weekend playing with LLaMA Guard, a fine-tuned LLaMA-7B model by Meta that lets you add guardrails around generative AI. I recorded a quick demo showing what it does and how to use it.
The best part is that you can define your own “safety taxonomy” with it — custom policies for what is safe v... | 2023-12-11T20:26:40 | https://www.reddit.com/r/LocalLLaMA/comments/18g39cf/how_safe_is_chatgpt/ | sarmad-q | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g39cf | false | null | t3_18g39cf | /r/LocalLLaMA/comments/18g39cf/how_safe_is_chatgpt/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'a_-YwQyADKTKtpd5Tn-dYDt01-jHMtu1fqXvbmFqDVI', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/_2WjbL0HyIo8SyXC2R-AUNrjYh5zz7Vu2Y1bojUvDM4.jpg?width=108&crop=smart&auto=webp&s=9f8e0a3497b5f6a74f11bd6acff749357612b812', 'width': 108}, {'height': 112, 'url': 'h... |
Hear me out: Firebase for Open-Source LLMs | 2 | Super early in the process and not trying to sell anything but I have been working on this idea of building the 'Firebase for Open-Source LLMs' lately. A low cost and low effort way of using open-source LLM through an API or an SDK without the hassle of setting them up and maintaining them but still having the freedom ... | 2023-12-11T20:15:37 | https://www.reddit.com/r/LocalLLaMA/comments/18g2zk9/hear_me_out_firebase_for_opensource_llms/ | marcdillon8 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g2zk9 | false | null | t3_18g2zk9 | /r/LocalLLaMA/comments/18g2zk9/hear_me_out_firebase_for_opensource_llms/ | false | false | self | 2 | null |
2-bit and 4-bit quantized versions of Mixtral using HQQ | 57 | We are releasing 2-bit and 4-bit quantized versions of Mixtral at [https://huggingface.co/collections/mobiuslabsgmbh/mixtral-hqq-quantized-models-65776b2edddc2360b0edd451](https://huggingface.co/collections/mobiuslabsgmbh/mixtral-hqq-quantized-models-65776b2edddc2360b0edd451).
It is utilizing the HQQ method that we j... | 2023-12-11T20:15:22 | https://www.reddit.com/r/LocalLLaMA/comments/18g2zd5/2bit_and_4bit_quantized_versions_of_mixtral_using/ | sightio | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g2zd5 | false | null | t3_18g2zd5 | /r/LocalLLaMA/comments/18g2zd5/2bit_and_4bit_quantized_versions_of_mixtral_using/ | false | false | self | 57 | {'enabled': False, 'images': [{'id': '_l2JuxZiFgmvcidJubjowoRxv4rUmiVOPhpqStkCM2Y', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/zNHJKN258cO1se8FWQYeG0l5S7AMGrfzHCRRMV-uiBA.jpg?width=108&crop=smart&auto=webp&s=9d4f15995b85d05d3c48cf7b1b26c8c0fa15908b', 'width': 108}, {'height': 116, 'url': 'h... |
Mistral-7B-Instruct-v0.2 | 120 | 2023-12-11T20:13:34 | https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2 | Tucko29 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 18g2xs1 | false | null | t3_18g2xs1 | /r/LocalLLaMA/comments/18g2xs1/mistral7binstructv02/ | false | false | 120 | {'enabled': False, 'images': [{'id': '7uIO7wMXVMl2auHBq3MWag-BECJwvMre0b2dyJ8z0Dg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/2t0UcEXGY5VCxPvIMIw1lu6mrShK2eft_iU1BWU0htg.jpg?width=108&crop=smart&auto=webp&s=bc739ca294ae6b91d016520318abff4912c56253', 'width': 108}, {'height': 116, 'url': 'h... | ||
Here's a preview of a text generation webui I'm working on that is tailored to programming and text-heavy tasks | 52 | 2023-12-11T20:01:45 | Severin_Suveren | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18g2n48 | false | null | t3_18g2n48 | /r/LocalLLaMA/comments/18g2n48/heres_a_preview_of_a_text_generation_webui_im/ | false | false | 52 | {'enabled': True, 'images': [{'id': '8WPUgrXD5Ugzaj9D50MpI5Al79mm8pypOF_HREExY00', 'resolutions': [{'height': 52, 'url': 'https://preview.redd.it/1ovksd7x1q5c1.png?width=108&crop=smart&auto=webp&s=5401e211f95169a54101e5872f7cc7b0f40574a6', 'width': 108}, {'height': 104, 'url': 'https://preview.redd.it/1ovksd7x1q5c1.png... | |||
Working on a text generation webui for programmers. Here I am spamming the 'Load Model' button, waiting for TheBloke's latest release | 1 | 2023-12-11T19:59:20 | Severin_Suveren | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18g2kre | false | null | t3_18g2kre | /r/LocalLLaMA/comments/18g2kre/working_on_a_text_generation_webui_for/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'uFGVtX31qUY29cSuwGt0rBXmerejydi5ntq4B4it3jI', 'resolutions': [{'height': 52, 'url': 'https://preview.redd.it/f2aloxx31q5c1.png?width=108&crop=smart&auto=webp&s=7cf5aa196e6fd610d5ef92f80fef26a4275df473', 'width': 108}, {'height': 104, 'url': 'https://preview.redd.it/f2aloxx31q5c1.png... | |||
When you spam 'Load Model', waiting for TheBloke's latest batch of models | 1 | 2023-12-11T19:55:29 | Severin_Suveren | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18g2hln | false | null | t3_18g2hln | /r/LocalLLaMA/comments/18g2hln/when_you_spam_load_model_waiting_for_theblokes/ | false | false | 1 | {'enabled': True, 'images': [{'id': '6kOJVzk-YVVZMppvEK1zj1llr7-az9-H8Rw-XgoJAok', 'resolutions': [{'height': 52, 'url': 'https://preview.redd.it/r8olh53m0q5c1.png?width=108&crop=smart&auto=webp&s=8c4d3c6b74342f4ac9b69b2ff2e818f4a5fa0c0d', 'width': 108}, {'height': 104, 'url': 'https://preview.redd.it/r8olh53m0q5c1.png... | |||
@PetuumInc @mbzuai @Cerebras CrystalCoder-7B 💠 | 24 | 2023-12-11T19:54:51 | https://huggingface.co/LLM360/CrystalCoder | maroule | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 18g2h25 | false | null | t3_18g2h25 | /r/LocalLLaMA/comments/18g2h25/petuuminc_mbzuai_cerebras_crystalcoder7b/ | false | false | 24 | {'enabled': False, 'images': [{'id': 'joRCUzEpHCsqB7NXiXIC0Y_ZwkR6CcczivnISJ7MT38', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/yvFpXstM5tno6qFKsE2Lpu7QsPgFScvhwwrRKFQ3tM4.jpg?width=108&crop=smart&auto=webp&s=6863dbec16b139f87dfd85bdb1e74f29285ce314', 'width': 108}, {'height': 116, 'url': 'h... | ||
Can someone explain how to use Llama.cpp flags to format prompt: -i -ins --in-prefix-bos --in-prefix --in-suffix -r -p -ins -cml | 1 | [removed] | 2023-12-11T19:53:15 | https://www.reddit.com/r/LocalLLaMA/comments/18g2fqt/can_someone_explain_how_to_use_llamacpp_flags_to/ | chibop1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g2fqt | false | null | t3_18g2fqt | /r/LocalLLaMA/comments/18g2fqt/can_someone_explain_how_to_use_llamacpp_flags_to/ | false | false | self | 1 | null |
Clipboard Conqueror now supports openAI. | 2 | I don't have a key, I tested against LMStudio. Can someone confirm for me if it can hit ChatGTP or any other openAI compatibles? its preconfigured for 3.5 turbo.
https://github.com/aseichter2007/ClipboardConqueror
run instalCC.bat and runClipboardConqueror.bat
Put your key in the openai.json file, check my sanity ... | 2023-12-11T19:49:30 | https://www.reddit.com/r/LocalLLaMA/comments/18g2caa/clipboard_conqueror_now_supports_openai/ | aseichter2007 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g2caa | false | null | t3_18g2caa | /r/LocalLLaMA/comments/18g2caa/clipboard_conqueror_now_supports_openai/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'GuDJUCEvnNPXRxs8Gj11rhPA7dROyndrWCJBiB1ALLM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/qthUQX11gVinUDPqWflJSSrVB2trga6lM9LfR1EO7SU.jpg?width=108&crop=smart&auto=webp&s=b216e57af00e7f16539e86b558ba47da0d650c48', 'width': 108}, {'height': 108, 'url': 'h... |
Cerebras BTLM-3B-8k-chat | 1 | 2023-12-11T19:46:41 | https://huggingface.co/cerebras/btlm-3b-8k-chat | maroule | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 18g29qx | false | null | t3_18g29qx | /r/LocalLLaMA/comments/18g29qx/cerebras_btlm3b8kchat/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'IrpqQY_IHU2RZ-wNXe2TLO0ySq6eGjKSkPxttKGxkn0', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/u9JxmP5mAHz9fshrmXyw9V0_Yx759wJOwhdrekzNQVQ.jpg?width=108&crop=smart&auto=webp&s=4ab64816355791f2a8ce41bdf615a73830b9f907', 'width': 108}, {'height': 116, 'url': 'h... | ||
What am I missing? | 1 | Hello all, I’d like to share my new website that is now running all AI generation fully locally - https://cybernative.ai
I can’t seem to attract users so I really need to hear your feedback on what’s missing or can be further improved.
I’m looking to create a collaboration hub for likeminded AI enthusiasts. The fina... | 2023-12-11T19:45:43 | CyberNativeAI | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18g28um | false | null | t3_18g28um | /r/LocalLLaMA/comments/18g28um/what_am_i_missing/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'CEgLUn8rx2SajqPcmneAvIRXMjqPn1X17sYUDJp5FVM', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/c5ad3123zp5c1.jpg?width=108&crop=smart&auto=webp&s=5394d19d99c54520354ffb5a4b3b07cc712decdd', 'width': 108}, {'height': 216, 'url': 'https://preview.redd.it/c5ad3123zp5c1.jp... | ||
vLLM vs llama.cpp | 10 | Getting up to speed here! What are the advantages of the two? It’s a little unclear and it looks like things have been moving so fast that there aren’t many clear, complete tutorials.
Would be great if someone spun up a model that could walk you through spinning up a model. | 2023-12-11T19:37:24 | https://www.reddit.com/r/LocalLLaMA/comments/18g21af/vllm_vs_llamacpp/ | michaelthatsit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g21af | false | null | t3_18g21af | /r/LocalLLaMA/comments/18g21af/vllm_vs_llamacpp/ | false | false | self | 10 | null |
Mixtral-8x7B INSTRUCT - v0.1 - GGUF | 1 | 2023-12-11T19:23:32 | https://huggingface.co/TheBloke/Mixtral-8x7B-Instruct-v0.1-GGUF/tree/main | 2fprn2fp | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 18g1p1t | false | null | t3_18g1p1t | /r/LocalLLaMA/comments/18g1p1t/mixtral8x7b_instruct_v01_gguf/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'zjNIGTMwA8_2859f_IZsUxwU-LAtGdWFd1GsZDfnEwI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/vpWBiwKwdU_Dmax7Myc3hNG1g_IFkHXHCQ0zc_Ykfac.jpg?width=108&crop=smart&auto=webp&s=7e4d40db3f52b19bf486502af3ae70ccdb9267c5', 'width': 108}, {'height': 116, 'url': 'h... | ||
Creating knowledge graphs with unstructured data with Llama2? | 4 | Is there a way to create knowledge graphs from unstructured data with Llama2 locally? The examples I seen online use Open AI, but I wouldn’t be able to use Open AI for work. | 2023-12-11T19:23:09 | https://www.reddit.com/r/LocalLLaMA/comments/18g1op4/creating_knowledge_graphs_with_unstructured_data/ | krews2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g1op4 | false | null | t3_18g1op4 | /r/LocalLLaMA/comments/18g1op4/creating_knowledge_graphs_with_unstructured_data/ | false | false | self | 4 | null |
Which Mac specs are needed to learn LLM also for inference, testing or evaluating accuracy | 1 | Hi everyone,
I am a total beginner in LLMs. I would really appreciate some help!
I want to download LLMs, run them locally to test, play around and learn different concepts of ML. I might even be interested in building a language model myself.
Standard M3 Pro Specs: 11-core CPU, 14-core GPU, 18GB
**Q1** \- 18 ... | 2023-12-11T19:19:05 | https://www.reddit.com/r/LocalLLaMA/comments/18g1kvp/which_mac_specs_are_needed_to_learn_llm_also_for/ | Adventurous-Sign4520 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g1kvp | false | null | t3_18g1kvp | /r/LocalLLaMA/comments/18g1kvp/which_mac_specs_are_needed_to_learn_llm_also_for/ | false | false | self | 1 | null |
Finetune vs. QLORA | 2 | I've been training a with QLORA for a month or so now, had has good results. Mostly using Mistral 7B as a base model.
My question is, is it worth while trying a proper full finetune? Compute is not a concern...
Let me know your thoughts! | 2023-12-11T18:50:55 | https://www.reddit.com/r/LocalLLaMA/comments/18g0vtp/finetune_vs_qlora/ | Demo-Demologist | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g0vtp | false | null | t3_18g0vtp | /r/LocalLLaMA/comments/18g0vtp/finetune_vs_qlora/ | false | false | self | 2 | null |
Cerebras introduces GigaGPT - GPT-3 sized models in 565 lines of code | 19 | Blog post: [https://www.cerebras.net/blog/introducing-gigagpt-gpt-3-sized-models-in-565-lines-of-code](https://www.cerebras.net/blog/introducing-gigagpt-gpt-3-sized-models-in-565-lines-of-code)
Github: [https://github.com/Cerebras/gigaGPT](https://github.com/Cerebras/gigaGPT) | 2023-12-11T18:29:02 | https://www.reddit.com/r/LocalLLaMA/comments/18g0c94/cerebras_introduces_gigagpt_gpt3_sized_models_in/ | WaterdanceAC | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g0c94 | false | null | t3_18g0c94 | /r/LocalLLaMA/comments/18g0c94/cerebras_introduces_gigagpt_gpt3_sized_models_in/ | false | false | self | 19 | {'enabled': False, 'images': [{'id': 'B2PO-_rhJDTIHR-yErR_YAtSHL1No8sqrXu2Gj9jjRg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/9XiPFR9bFPzMVLmFiKsI7ER9CbeJNtXo0r3cqlAHXmc.jpg?width=108&crop=smart&auto=webp&s=d2e72ba867143c9359c504549c87416add558b6d', 'width': 108}, {'height': 217, 'url': '... |
Mixtral 8x7B on Free Colab: Works but slowly 0.27ts | 1 | [removed] | 2023-12-11T18:23:12 | https://www.reddit.com/r/LocalLLaMA/comments/18g07hy/mixtral_8x7b_on_free_colab_works_but_slowly_027ts/ | chibop1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18g07hy | false | null | t3_18g07hy | /r/LocalLLaMA/comments/18g07hy/mixtral_8x7b_on_free_colab_works_but_slowly_027ts/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'nkhh65ujo5BznFJFojoMPaKjGuLSpPj6KGhRov-ykOg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/0-fRWqjlLadVXj5pfYp4_Oe3xgBWE-_rdjVSn7hlohI.jpg?width=108&crop=smart&auto=webp&s=f34d2dfdbbfa7de0f1956f186fd8430ee96a1a55', 'width': 108}, {'height': 216, 'url': '... |
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