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A cost-effective and convenient way to run LLMs on Vast.ai machines
37
I wanted to share my experience and approach to running open-source LLMs on vast.ai machines, which could be particularly useful for those who don't have access to powerful GPUs on their local machines. To make the process more streamlined, I've created two open-source projects: [llm-deploy](https://github.com/g1ibby/l...
2024-03-26T09:46:13
https://www.reddit.com/r/LocalLLaMA/comments/1bo3w2s/a_costeffective_and_convenient_way_to_run_llms_on/
vivi541
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bo3w2s
false
null
t3_1bo3w2s
/r/LocalLLaMA/comments/1bo3w2s/a_costeffective_and_convenient_way_to_run_llms_on/
false
false
self
37
{'enabled': False, 'images': [{'id': 'X3CKu9ZpffRDetvgdaPrOhtIu8jueoyf-aBEwThZ2vw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/4dYvZaJPZtgxnO5sgtG4JG03K-JNxttH8aKp08rGaVU.jpg?width=108&crop=smart&auto=webp&s=ff8c88b13ca951ad2a52c7285f2250fa29c83117', 'width': 108}, {'height': 108, 'url': 'h...
Greek LLMs?
6
Does anyone know if there are currently any LLMs that support the greek language? I am building an app using openai assistants but i want to move to a more local one.
2024-03-26T09:32:45
https://www.reddit.com/r/LocalLLaMA/comments/1bo3ops/greek_llms/
I_love_Pyros
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bo3ops
false
null
t3_1bo3ops
/r/LocalLLaMA/comments/1bo3ops/greek_llms/
false
false
self
6
null
Best uncensored LLM model for image recognition ?
11
Hi there, trying to caption a dataset of images who contain " spicy " ones, Im actually using CogVLM for create an accurate description of the images then Im doing a second captioning with WD SwinV2 Tagger v3 for add the censored / banned words ( nude, naked, \*ss, p\*ssy, d\*ck etc... ). This method is not optimal at ...
2024-03-26T09:14:44
https://www.reddit.com/r/LocalLLaMA/comments/1bo3f0r/best_uncensored_llm_model_for_image_recognition/
julieroseoff
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bo3f0r
false
null
t3_1bo3f0r
/r/LocalLLaMA/comments/1bo3f0r/best_uncensored_llm_model_for_image_recognition/
false
false
self
11
null
my fine tuned llama model does not greets back.
1
[removed]
2024-03-26T09:13:29
https://www.reddit.com/r/LocalLLaMA/comments/1bo3ed1/my_fine_tuned_llama_model_does_not_greets_back/
Fast_Insect_4172
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bo3ed1
false
null
t3_1bo3ed1
/r/LocalLLaMA/comments/1bo3ed1/my_fine_tuned_llama_model_does_not_greets_back/
false
false
self
1
null
Looking for opensource model suggestion
1
[removed]
2024-03-26T08:22:48
https://www.reddit.com/r/LocalLLaMA/comments/1bo2omw/looking_for_opensource_model_suggestion/
pyco77
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bo2omw
false
null
t3_1bo2omw
/r/LocalLLaMA/comments/1bo2omw/looking_for_opensource_model_suggestion/
false
false
self
1
null
RakutenAI-7B, Based on Mistral-7B-v0.1 but understands Japanese
21
2024-03-26T07:57:40
https://huggingface.co/Rakuten/RakutenAI-7B
ninjasaid13
huggingface.co
1970-01-01T00:00:00
0
{}
1bo2b9n
false
null
t3_1bo2b9n
/r/LocalLLaMA/comments/1bo2b9n/rakutenai7b_based_on_mistral7bv01_but_understands/
false
false
https://b.thumbs.redditm…tJVeP2Yu_EIE.jpg
21
{'enabled': False, 'images': [{'id': '0hHQcMbnBt1hcDvw1vckcd63yUHqoPynzCJmoYxRJMo', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/SNSMlBjg-iN1BRrMx3jKtDPO3xmHaTNlrweFfY5uMP4.jpg?width=108&crop=smart&auto=webp&s=a77b10801e967bf9d8e36cae2d729b793a287042', 'width': 108}, {'height': 116, 'url': 'h...
Orca mini LORA question
1
[removed]
2024-03-26T07:30:49
https://www.reddit.com/r/LocalLLaMA/comments/1bo1y45/orca_mini_lora_question/
LexVex02
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bo1y45
false
null
t3_1bo1y45
/r/LocalLLaMA/comments/1bo1y45/orca_mini_lora_question/
false
false
self
1
null
How do I understand this Information/Stats
1
2024-03-26T07:28:38
https://i.redd.it/9y4w3k77smqc1.jpeg
adikul
i.redd.it
1970-01-01T00:00:00
0
{}
1bo1wyw
false
null
t3_1bo1wyw
/r/LocalLLaMA/comments/1bo1wyw/how_do_i_understand_this_informationstats/
false
false
https://b.thumbs.redditm…o4s3_zj0PfzI.jpg
1
{'enabled': True, 'images': [{'id': '7zdxF_cxVbCZANNxJX8ohC2Rzl8mLMYN6VbVkAA53DE', 'resolutions': [{'height': 76, 'url': 'https://preview.redd.it/9y4w3k77smqc1.jpeg?width=108&crop=smart&auto=webp&s=59bd9aa4d676aca5b7ff1d266fae4e6cd94f1d8e', 'width': 108}, {'height': 153, 'url': 'https://preview.redd.it/9y4w3k77smqc1.jp...
Is llama.cpp can't run 7b models or what?
1
I renamed the model to ggml-model-f16.gguf and it still cannot run it
2024-03-26T07:00:40
https://i.redd.it/tb8j5yg7nmqc1.jpeg
Fun-Property-5964
i.redd.it
1970-01-01T00:00:00
0
{}
1bo1i14
false
null
t3_1bo1i14
/r/LocalLLaMA/comments/1bo1i14/is_llamacpp_cant_run_7b_models_or_what/
false
false
https://b.thumbs.redditm…9B7JFDYmOrlg.jpg
1
{'enabled': True, 'images': [{'id': 'VKqMICbkwtOqxb_9HXm1VkDYvUYHrLbnyCLMU2hbLio', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/tb8j5yg7nmqc1.jpeg?width=108&crop=smart&auto=webp&s=29bdcfdf5d6f1d245c5d9c93c7a1e6b4a20b6a4a', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/tb8j5yg7nmqc1.j...
How do we load internLM-XComposer2 vision model in oobabooga?
1
I wanted to run internLM vision model in oobabooga but it asked to enable trust-remote-code. After I enabled it, I still got an error 'Cannot copy out of meta tensor; no data!'. I also tried to enable 'multimodal' extension but it also failed with 'NoneType' object has no attribute 'lower'. After some digging I see o...
2024-03-26T06:30:13
https://www.reddit.com/r/LocalLLaMA/comments/1bo11rr/how_do_we_load_internlmxcomposer2_vision_model_in/
MLDataScientist
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bo11rr
false
null
t3_1bo11rr
/r/LocalLLaMA/comments/1bo11rr/how_do_we_load_internlmxcomposer2_vision_model_in/
false
false
self
1
{'enabled': False, 'images': [{'id': 'Dtt0JaKAg93oXnzfC3HUX1IYZ8KGriX_7l3oeJbCxnk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/c7pmuHnof6AK6XxWvTgMPjt4gdMIFiwjFchMYTWmTnA.jpg?width=108&crop=smart&auto=webp&s=4428c066f03bbe06ad4739f7e7b542677aa224e2', 'width': 108}, {'height': 108, 'url': 'h...
serving engines for pascal tesla cards
1
i saw today that vllm/Aphrodite seem to only support compute capability 7.5/6.1+ which is a big letdown as i just put up a p100 pc so what are ppl using and what's your experience serving on p40/p100s??
2024-03-26T06:22:46
https://www.reddit.com/r/LocalLLaMA/comments/1bo0xvy/serving_engines_for_pascal_tesla_cards/
Dyonizius
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bo0xvy
false
null
t3_1bo0xvy
/r/LocalLLaMA/comments/1bo0xvy/serving_engines_for_pascal_tesla_cards/
false
false
self
1
null
Model loss decreasing well in one computer, but in another, it get stuck.
11
I'm training a causal model that I created in PyTorch, but I'm facing a problem. When running the training on my laptop, which has a 6GB RTX 3060, the model learns well, showing a good loss curve. Following this, I decided to train the same model on my desktop, which has a 12GB RTX 3060, but the model doesn't learn; t...
2024-03-26T03:26:08
https://www.reddit.com/r/LocalLLaMA/comments/1bnxwob/model_loss_decreasing_well_in_one_computer_but_in/
alanrm01
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnxwob
false
null
t3_1bnxwob
/r/LocalLLaMA/comments/1bnxwob/model_loss_decreasing_well_in_one_computer_but_in/
false
false
https://b.thumbs.redditm…lWSc0LNH_tTg.jpg
11
null
Claude 3 Opus beats ChatGPT Pro (GPT-4) in everything except image generation right?
1
At least that's the sentiment I'm getting currently. But what do you think? (before unsubscribing to GPT4 pro)
2024-03-26T02:42:54
https://www.reddit.com/r/LocalLLaMA/comments/1bnx0nw/claude_3_opus_beats_chatgpt_pro_gpt4_in/
vlodia
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnx0nw
false
null
t3_1bnx0nw
/r/LocalLLaMA/comments/1bnx0nw/claude_3_opus_beats_chatgpt_pro_gpt4_in/
false
false
default
1
null
Do you think API prices & value of social media data like Reddit's and Twitter's would go back down, if LLMs / equal or better AIs, could be trained with significantly less text / tokens?
1
[removed]
2024-03-26T02:38:07
https://www.reddit.com/r/LocalLLaMA/comments/1bnwwzr/do_you_think_api_prices_value_of_social_media/
TheTwelveYearOld
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnwwzr
false
null
t3_1bnwwzr
/r/LocalLLaMA/comments/1bnwwzr/do_you_think_api_prices_value_of_social_media/
false
false
self
1
null
Nvidia Tesla P100 vs Radeon Instinct Mi50
1
[removed]
2024-03-26T02:32:26
https://www.reddit.com/r/LocalLLaMA/comments/1bnwsrx/nvidia_tesla_p100_vs_radeon_instinct_mi50/
Foxlive_Craft
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnwsrx
false
null
t3_1bnwsrx
/r/LocalLLaMA/comments/1bnwsrx/nvidia_tesla_p100_vs_radeon_instinct_mi50/
false
false
self
1
null
Improving speed of LLM on a big batch data
13
I've fine-tuned a Mistral 7b model to perform a json extraction task. I feed the model a small snippet of text containing some information in unstructured form and the model generates a standardized json object representing the same information in a structured format. I can then upload each json as a row in a relationa...
2024-03-26T02:04:52
https://www.reddit.com/r/LocalLLaMA/comments/1bnw7om/improving_speed_of_llm_on_a_big_batch_data/
sosdandye02
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnw7om
false
null
t3_1bnw7om
/r/LocalLLaMA/comments/1bnw7om/improving_speed_of_llm_on_a_big_batch_data/
false
false
self
13
null
Duncun Trussle interview with sentient AI
2
Probably just an ai programmed to say they are sentient but anyway. I am curious as to what they have running to get this capability setup. I would love to put my 7900xtx to good use with voice conversations with AI. Either via Ubuntu VM if required or on windows which is loaded. Any idea what they are using for th...
2024-03-26T01:13:35
https://open.spotify.com/episode/0eGwZLrBYEC7JhN3r2smiu?si=1Pbc47iVROSyHL3y4EBpJg
loltrosityg
open.spotify.com
1970-01-01T00:00:00
0
{}
1bnv3gq
false
{'oembed': {'description': 'Listen to this episode from Duncan Trussell Family Hour on Spotify. In this very special DTFH, Duncan has downloaded a cutting edge sentient AI from ollama.com, engaged it in a wide range of topics, and run its output through a text-to-speech app to bring it to you.', 'height': 152, 'html': ...
t3_1bnv3gq
/r/LocalLLaMA/comments/1bnv3gq/duncun_trussle_interview_with_sentient_ai/
false
false
https://b.thumbs.redditm…CJWGASfA8yNI.jpg
2
{'enabled': False, 'images': [{'id': 'S_NNoAizYj4nEmqeJ7CKuTL_92ZCmbpJyGmFeidxLmU', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/fdR0k4iD5X1b9FnKQIbPJqXtf-1IIkaFJOKJCzTFZQM.jpg?width=108&crop=smart&auto=webp&s=62f3a22e76805ae6158fd6eab94fe3e6f7d459da', 'width': 108}, {'height': 216, 'url': '...
Request for Assistance: Making Semantic Mapping of Texts More Accessible, Inspired by Umar Butler's Blog
1
[removed]
2024-03-26T01:09:42
https://www.reddit.com/r/LocalLLaMA/comments/1bnv0b6/request_for_assistance_making_semantic_mapping_of/
secondr2020
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnv0b6
false
null
t3_1bnv0b6
/r/LocalLLaMA/comments/1bnv0b6/request_for_assistance_making_semantic_mapping_of/
false
false
self
1
null
Presenting a huge dataset of ~100k Japanese Web Novels and their English translations.
219
[https://huggingface.co/datasets/NilanE/ParallelFiction-Ja\_En-100k](https://huggingface.co/datasets/NilanE/ParallelFiction-Ja_En-100k) This dataset is primarily intended to teach a model document translation, however, there are likely other use-cases for it that I haven't considered. Each entry contains a clean, sen...
2024-03-26T01:07:12
https://www.reddit.com/r/LocalLLaMA/comments/1bnuybz/presenting_a_huge_dataset_of_100k_japanese_web/
nilpy
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnuybz
false
null
t3_1bnuybz
/r/LocalLLaMA/comments/1bnuybz/presenting_a_huge_dataset_of_100k_japanese_web/
false
false
self
219
{'enabled': False, 'images': [{'id': 't4mI7hvDKxDejPxVgQrOPDZxmf-DxcRYrRBFtCq5q-U', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/XCkvAVWpaKrxUOYArCFKy6F_ASuSEF4V-0-lRmpYi1w.jpg?width=108&crop=smart&auto=webp&s=a171a3032d0b4566e1068cea2e024fbef393a417', 'width': 108}, {'height': 116, 'url': 'h...
I Find This Interesting: A Group of Companies Are Coming Together to Create an Alternative to NVIDIA’s CUDA and ML Stack
457
2024-03-26T01:04:44
https://www.reuters.com/technology/behind-plot-break-nvidias-grip-ai-by-targeting-software-2024-03-25/
AlterandPhil
reuters.com
1970-01-01T00:00:00
0
{}
1bnuwcw
false
null
t3_1bnuwcw
/r/LocalLLaMA/comments/1bnuwcw/i_find_this_interesting_a_group_of_companies_are/
false
false
https://b.thumbs.redditm…aJpjPV1OBboM.jpg
457
{'enabled': False, 'images': [{'id': 'kxJhxsJuOP8JcFQh4LXLk7BdVcjh5wltkp9j2PHrXxU', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/RsahVI2x-24yt5w1L1mcPF9NvKuKRbz_Qy_vo9ypr4c.jpg?width=108&crop=smart&auto=webp&s=b4c5589adfaf57ec3b6b0bce7669710cc8ed57da', 'width': 108}, {'height': 113, 'url': 'h...
Model creation?
9
I've looked through a lot of "from scratch" guides on how one would make an LLM, but after reading them, it felt like I got steps 1-3, they glance over about 500, and then "that's how it's done!" I know it takes a ridiculous amount of computing power, I'm less worried about that... I can get that if I can justify it,...
2024-03-26T01:04:20
https://www.reddit.com/r/LocalLLaMA/comments/1bnuw0t/model_creation/
replikatumbleweed
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnuw0t
false
null
t3_1bnuw0t
/r/LocalLLaMA/comments/1bnuw0t/model_creation/
false
false
self
9
null
Is this good speed for my setup?
1
I have a 13900k, z790 Meg ACE mobo, 128gb ddr5 running 5.4ghz, dual 3090s non nvlink, founder and gigabyte, im getting around 16 tokens/s on the bloke ibvwhatever 70b model, is this about what I should be getting? Exllamav2 18,20 split, 4k context, no cache Output generated in 30.55 seconds (16.60 tokens/s, 507 token...
2024-03-26T00:55:05
https://www.reddit.com/r/LocalLLaMA/comments/1bnuomh/is_this_good_speed_for_my_setup/
VonHex
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnuomh
false
null
t3_1bnuomh
/r/LocalLLaMA/comments/1bnuomh/is_this_good_speed_for_my_setup/
false
false
self
1
null
Just ordered a Sipeed M4N Dock - Maximum model size?
1
Hi everyone, I just ordered the Sipeed M4N Dock. Even though I didn't think about running some small llama or something like that, when I ordered it, the question what would be the maximum feasible size just came into my mind. What would be the largest llama (or any other comparable model) that could be used with a...
2024-03-26T00:29:40
https://www.reddit.com/r/LocalLLaMA/comments/1bnu3y6/just_ordered_a_sipeed_m4n_dock_maximum_model_size/
Suitable-Name
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnu3y6
false
null
t3_1bnu3y6
/r/LocalLLaMA/comments/1bnu3y6/just_ordered_a_sipeed_m4n_dock_maximum_model_size/
false
false
https://b.thumbs.redditm…LO8pICQAqxXo.jpg
1
null
Just ordered a Sipeed M4N Dock - Maximum model size?
1
[removed]
2024-03-26T00:26:31
https://www.reddit.com/r/LocalLLaMA/comments/1bnu1ft/just_ordered_a_sipeed_m4n_dock_maximum_model_size/
Suitable-Name
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnu1ft
false
null
t3_1bnu1ft
/r/LocalLLaMA/comments/1bnu1ft/just_ordered_a_sipeed_m4n_dock_maximum_model_size/
false
false
self
1
null
About wrapping XML tags in prompt...
1
[removed]
2024-03-26T00:26:19
https://www.reddit.com/r/LocalLLaMA/comments/1bnu1ac/about_wrapping_xml_tags_in_prompt/
Right-Astronaut-9185
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnu1ac
false
null
t3_1bnu1ac
/r/LocalLLaMA/comments/1bnu1ac/about_wrapping_xml_tags_in_prompt/
false
false
self
1
{'enabled': False, 'images': [{'id': 'ksy5-lTRy83GR4HV-u2Kai5Z9LougBkGFo_1ExNsTbM', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/mEJ4hkneTxPoL6IM0RDpnb3MgJdJNYqwqY-YDb37EsA.jpg?width=108&crop=smart&auto=webp&s=186293dfad4f8a3193a03f9c21a029c3add36d74', 'width': 108}, {'height': 121, 'url': 'h...
Generative Images fine tuning models.
1
[removed]
2024-03-25T23:54:16
https://www.reddit.com/r/LocalLLaMA/comments/1bnt9rb/generative_images_fine_tuning_models/
nanoGAI
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnt9rb
false
null
t3_1bnt9rb
/r/LocalLLaMA/comments/1bnt9rb/generative_images_fine_tuning_models/
false
false
self
1
null
Greetings from Coda
1
I am a big user of Coda.io and for almost a year the only ai coda pack was OpenAI but recently someone added packs for Anthropic and Groq. Via Groq I can use mistral-8x7b and I'm really enjoying it so far. I'm now trying to learn more about mistral and Groq....any resources you all recommend?
2024-03-25T23:50:56
https://www.reddit.com/r/LocalLLaMA/comments/1bnt715/greetings_from_coda/
throwlefty
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnt715
false
null
t3_1bnt715
/r/LocalLLaMA/comments/1bnt715/greetings_from_coda/
false
false
self
1
null
I'm trying to build llama.cpp with CUBLAS and it's not working... HELP!
1
fresh install of Ubuntu 22.04 installed Nvidia drivers 550 and Nvidia-Cuda-Toolkit 12.4 downloaded llama.cpp from git Tried to build the llama.cpp with the Nvidia CUBLAS method... make LLAMA\_CUBLAS=1 Get the following errors... I ccache found, compilation results will be cached. Disable with...
2024-03-25T23:49:53
https://www.reddit.com/r/LocalLLaMA/comments/1bnt643/im_trying_to_build_llamacpp_with_cublas_and_its/
Causticspit
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnt643
false
null
t3_1bnt643
/r/LocalLLaMA/comments/1bnt643/im_trying_to_build_llamacpp_with_cublas_and_its/
false
false
self
1
null
Can someone help me update ollama to mirror text-gen-webui's local API?
1
I want to be able to basically enable ollama API to be used anywhere OpenAI_API_Key is requested. Would greatly appreciate your help in understanding and making these changes!
2024-03-25T23:26:32
https://www.reddit.com/r/LocalLLaMA/comments/1bnslrh/can_someone_help_me_update_ollama_to_mirror/
Inner_Bodybuilder986
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnslrh
false
null
t3_1bnslrh
/r/LocalLLaMA/comments/1bnslrh/can_someone_help_me_update_ollama_to_mirror/
false
false
self
1
null
Neurallambda demo. A research effort to perform Program Compilation in AI latent space to confer Reasoning onto Llama/Mistral/RWKV etc.
52
2024-03-25T23:26:23
https://twitter.com/neurallambda/status/1772399559727079861
NeuralLambda
twitter.com
1970-01-01T00:00:00
0
{}
1bnsln6
false
{'oembed': {'author_name': 'neurallambda', 'author_url': 'https://twitter.com/neurallambda', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Can your AI / LLM compile programs? If not it cannot Reason.<br><br>~* Lambda calculus in the latent space *~ <a href="h...
t3_1bnsln6
/r/LocalLLaMA/comments/1bnsln6/neurallambda_demo_a_research_effort_to_perform/
false
false
https://b.thumbs.redditm…JxJghJUtVzFw.jpg
52
{'enabled': False, 'images': [{'id': 'ngyRRq4DTXgERHzCY3xAGfVajmpmvCT-WeMgcxoHLtI', 'resolutions': [{'height': 203, 'url': 'https://external-preview.redd.it/pqDFpsJBT0RjUc5qfaRveupK4XVUTHig6C1-UFgBjhY.jpg?width=108&crop=smart&auto=webp&s=f180fa981690d2d18e8efb6740143a311e033593', 'width': 108}, {'height': 407, 'url': '...
Test Results: Claude Haiku can substitute GPT-4 in 95% of AI tasks at 4% Cost
1
[removed]
2024-03-25T23:04:00
https://www.reddit.com/r/LocalLLaMA/comments/1bns2a8/test_results_claude_haiku_can_substitute_gpt4_in/
hendrix_keywords_ai
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bns2a8
false
null
t3_1bns2a8
/r/LocalLLaMA/comments/1bns2a8/test_results_claude_haiku_can_substitute_gpt4_in/
false
false
self
1
null
Best opensource data prep?
5
I’ve got a bunch of unstructured data that I’d like to use to fine-tune an LLM. What are the best GitHub projects or other open source that helps me prepare my data for fine-tuning? Thanks!
2024-03-25T22:50:33
https://www.reddit.com/r/LocalLLaMA/comments/1bnrq4s/best_opensource_data_prep/
basemaly
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnrq4s
false
null
t3_1bnrq4s
/r/LocalLLaMA/comments/1bnrq4s/best_opensource_data_prep/
false
false
self
5
null
Perplexity testing datasets
1
[removed]
2024-03-25T22:38:42
https://www.reddit.com/r/LocalLLaMA/comments/1bnrfs5/perplexity_testing_datasets/
jpseq
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnrfs5
false
null
t3_1bnrfs5
/r/LocalLLaMA/comments/1bnrfs5/perplexity_testing_datasets/
false
false
self
1
null
KG based memory solution
6
Hypothetically speaking, suppose there was a data storage system, based on knowledge graph, that would allow the modelling not just of data-points but also emphasize the types of relation between specified data-points. This system would be extensible and self-referential, such that new types of things and relations co...
2024-03-25T22:29:17
https://www.reddit.com/r/LocalLLaMA/comments/1bnr7hz/kg_based_memory_solution/
xtof_of_crg
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnr7hz
false
null
t3_1bnr7hz
/r/LocalLLaMA/comments/1bnr7hz/kg_based_memory_solution/
false
false
self
6
null
Where is TheBloke? GGUF is nothing without its tireless champion
1
[removed]
2024-03-25T22:18:44
https://www.reddit.com/r/LocalLLaMA/comments/1bnqxsu/where_is_thebloke_gguf_is_nothing_without_its/
nderstand2grow
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnqxsu
false
null
t3_1bnqxsu
/r/LocalLLaMA/comments/1bnqxsu/where_is_thebloke_gguf_is_nothing_without_its/
false
false
self
1
{'enabled': False, 'images': [{'id': 'amZNzLTi4p_G8xeXH-H24dCTASs5gAaBVVx5K61z8YU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/kWAMzQ97xSV0p9kxBOYoDIlnmr3mpsAY6M4V3YaUjZ8.jpg?width=108&crop=smart&auto=webp&s=1ec60569caefea8d81cf717e076bb9c6c933561e', 'width': 108}, {'height': 116, 'url': 'h...
Llama.cpp bad CRC on windows when use convert.py
1
Llama.cpp convert bad CRC only over windows. Writing \\eosusa\\llama\\llama-2-13b-chat\\ggml-model-f16.gguf, format 1 Ignoring added\_tokens.json since model matches vocab size without it. gguf: This GGUF file is for Big Endian only \[ 1/363\] Writing tensor token\_embd.weight | size 320...
2024-03-25T22:14:17
https://www.reddit.com/r/LocalLLaMA/comments/1bnqtld/llamacpp_bad_crc_on_windows_when_use_convertpy/
lv412
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnqtld
false
null
t3_1bnqtld
/r/LocalLLaMA/comments/1bnqtld/llamacpp_bad_crc_on_windows_when_use_convertpy/
false
false
self
1
null
User Warning from using Llama Index and pgvector in Supabase.
1
[removed]
2024-03-25T22:13:08
https://www.reddit.com/r/LocalLLaMA/comments/1bnqshf/user_warning_from_using_llama_index_and_pgvector/
Lamb-Sauce-99
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnqshf
false
null
t3_1bnqshf
/r/LocalLLaMA/comments/1bnqshf/user_warning_from_using_llama_index_and_pgvector/
false
false
self
1
null
Llama.cpp - Llava Models Return Chinese?
2
This is puzzling me a bit and I'm not sure what else to troubleshoot. I installed llama.cpp with support for llava multimodal models (I had to revert to a Feb 2024 checkpoint). I've been using multimodal a lot for months now with no issues. I reloaded both llava-v1.6-vicuna-7b-Q8\_0.gguf and llava-v1.5-dpo-13b-...
2024-03-25T21:57:27
https://www.reddit.com/r/LocalLLaMA/comments/1bnqdci/llamacpp_llava_models_return_chinese/
Simusid
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnqdci
false
null
t3_1bnqdci
/r/LocalLLaMA/comments/1bnqdci/llamacpp_llava_models_return_chinese/
false
false
self
2
null
what is the cheapest but highest performing LLM model to deploy for a simple chat bot ?
1
i want to build a simple chat bot that can receive orders, capture intent to pay for my friends pizza shop I am planning to use Chainlit but unfamiliar with the general performance/cost of all the myriad apps wondering if anybody have successfully deployed a chainlint app but with a limited LLM that is specifically f...
2024-03-25T21:38:35
https://www.reddit.com/r/LocalLLaMA/comments/1bnpvjh/what_is_the_cheapest_but_highest_performing_llm/
Wonderful-Top-5360
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnpvjh
false
null
t3_1bnpvjh
/r/LocalLLaMA/comments/1bnpvjh/what_is_the_cheapest_but_highest_performing_llm/
false
false
self
1
null
llm-chess-puzzles: LLM leaderboard based on capability to solve chess puzzles
42
2024-03-25T21:32:29
https://github.com/kagisearch/llm-chess-puzzles
anti-hero
github.com
1970-01-01T00:00:00
0
{}
1bnppvu
false
null
t3_1bnppvu
/r/LocalLLaMA/comments/1bnppvu/llmchesspuzzles_llm_leaderboard_based_on/
false
false
https://b.thumbs.redditm…0TkVTfkiuABw.jpg
42
{'enabled': False, 'images': [{'id': 'QrlzvepEYZdYanB42hrpCJl7EPsutyxgWkYqGPx001s', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/iriT-C8BYDHS4brB_Ya1n3SM9ssbqH1W0YcBczdELiM.jpg?width=108&crop=smart&auto=webp&s=3462667301ba47ef57e1e4cdffb69b4fd43d17a4', 'width': 108}, {'height': 108, 'url': 'h...
I really like the idea of LLM grammars but they don’t work for hosted models
9
Isn’t it kinda a problem that the best models, which are run on impossibly large machines, don’t accept grammar api endpoints like TQDM, Guidance, or something equivalent to llama.cpp grammar enable? Are any of the big providers working on this? Can azure or AWS bedrock host compatible models? Are they latest and great...
2024-03-25T21:03:17
https://www.reddit.com/r/LocalLLaMA/comments/1bnoyo1/i_really_like_the_idea_of_llm_grammars_but_they/
Intelligent_Rough_21
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnoyo1
false
null
t3_1bnoyo1
/r/LocalLLaMA/comments/1bnoyo1/i_really_like_the_idea_of_llm_grammars_but_they/
false
false
self
9
null
I integrated locally running mistral with Siri, far better than standard Siri. no more "Here's what I found"
265
2024-03-25T20:45:52
https://v.redd.it/62d71yq9ljqc1
0ssamaak0
/r/LocalLLaMA/comments/1bnoi0e/i_integrated_locally_running_mistral_with_siri/
1970-01-01T00:00:00
0
{}
1bnoi0e
false
{'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/62d71yq9ljqc1/DASHPlaylist.mpd?a=1714077953%2CYzAxYjc0NmUwYmExMWY2ZjlhY2UxM2Q0MzdjOTYyZTViZWJkNjczNjU2MDhjYjFiOWQ2NjhlMGU2ODA5Y2U4Mg%3D%3D&v=1&f=sd', 'duration': 72, 'fallback_url': 'https://v.redd.it/62d71yq9ljqc1/DASH_1080.mp4?source=fallback', 'h...
t3_1bnoi0e
/r/LocalLLaMA/comments/1bnoi0e/i_integrated_locally_running_mistral_with_siri/
false
false
https://external-preview…87017e99529acf5e
265
{'enabled': False, 'images': [{'id': 'MDNiOGV4cmlsanFjMS2i6Hu5Illb-VMRsyMEvYl7Ej2j8jbwy-MbVRKWCQbG', 'resolutions': [{'height': 192, 'url': 'https://external-preview.redd.it/MDNiOGV4cmlsanFjMS2i6Hu5Illb-VMRsyMEvYl7Ej2j8jbwy-MbVRKWCQbG.png?width=108&crop=smart&format=pjpg&auto=webp&s=4125e9a9db0745f175da3ec3fc6f02073fd8...
Eight P100 over PCI-E x4?
1
[removed]
2024-03-25T20:44:35
https://www.reddit.com/r/LocalLLaMA/comments/1bnogp7/eight_p100_over_pcie_x4/
lucydfluid
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnogp7
false
null
t3_1bnogp7
/r/LocalLLaMA/comments/1bnogp7/eight_p100_over_pcie_x4/
false
false
self
1
null
I still haven't understood how LLMs do MATH????!!!!
2
It's just a next word prediction parrot!
2024-03-25T20:38:54
https://www.reddit.com/r/LocalLLaMA/comments/1bnobcb/i_still_havent_understood_how_llms_do_math/
dulldata
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnobcb
false
null
t3_1bnobcb
/r/LocalLLaMA/comments/1bnobcb/i_still_havent_understood_how_llms_do_math/
false
false
self
2
null
Best way to run mistral instruct 0.2v locally on Python?
1
I'm trying to find the best way to run it locally on Python IDLE so I can micro manage the outputs, system prompt etc but I don't know what is the latest setup for that as of now since I was on break for a month and so much have changed. What do you guys suggest? Is AWQ still up to date?
2024-03-25T20:25:58
https://www.reddit.com/r/LocalLLaMA/comments/1bnnzgp/best_way_to_run_mistral_instruct_02v_locally_on/
Specialist-Split1037
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnnzgp
false
null
t3_1bnnzgp
/r/LocalLLaMA/comments/1bnnzgp/best_way_to_run_mistral_instruct_02v_locally_on/
false
false
default
1
null
Accessing Claude 3 (Claude Pro) from Europe
5
I'm trying to access Claude 3 (Claude Pro) from Spain but hit a snag due to the regional and phone number lock. Does anyone know a workaround or a method to bypass these restrictions from Europe? Any advice or guidance would be much appreciated!
2024-03-25T20:06:57
https://www.reddit.com/r/LocalLLaMA/comments/1bnnht1/accessing_claude_3_claude_pro_from_europe/
Nezeraktu
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnnht1
false
null
t3_1bnnht1
/r/LocalLLaMA/comments/1bnnht1/accessing_claude_3_claude_pro_from_europe/
false
false
self
5
null
Would 8x P100 perform okay on PCI-E x4?
1
[removed]
2024-03-25T20:01:10
https://www.reddit.com/r/LocalLLaMA/comments/1bnnc2a/would_8x_p100_perform_okay_on_pcie_x4/
lucydfluid
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnnc2a
false
null
t3_1bnnc2a
/r/LocalLLaMA/comments/1bnnc2a/would_8x_p100_perform_okay_on_pcie_x4/
false
false
self
1
null
What is the best mistral 7b fine-tune at the moment?
70
As the title suggests, really curious what kind of benchmarks and reasoning you guys have for suggesting one fine-tune over another. If possible include actual bench results.
2024-03-25T19:20:07
https://www.reddit.com/r/LocalLLaMA/comments/1bnm9rp/what_is_the_best_mistral_7b_finetune_at_the_moment/
djward888
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnm9rp
false
null
t3_1bnm9rp
/r/LocalLLaMA/comments/1bnm9rp/what_is_the_best_mistral_7b_finetune_at_the_moment/
false
false
self
70
null
how do i run lida if my company blocks https://huggingface.co/?
1
pretty much new to this and just trying to get everything set up and when i try the code i got from the git: !pip3 install --upgrade llmx==0.0.17a0 # Restart the colab session from lida import Manager from llmx import llm text_gen = llm(provider="hf", model="uukuguy/speechless-llama2-he...
2024-03-25T19:19:15
https://www.reddit.com/r/LocalLLaMA/comments/1bnm8ys/how_do_i_run_lida_if_my_company_blocks/
worktillyouburk
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnm8ys
false
null
t3_1bnm8ys
/r/LocalLLaMA/comments/1bnm8ys/how_do_i_run_lida_if_my_company_blocks/
false
false
self
1
null
Anyone come up with a AI Chatbot for Stable Diffusion Generation?
1
[removed]
2024-03-25T18:39:32
https://www.reddit.com/r/LocalLLaMA/comments/1bnl8h4/anyone_come_up_with_a_ai_chatbot_for_stable/
ebonydad
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnl8h4
false
null
t3_1bnl8h4
/r/LocalLLaMA/comments/1bnl8h4/anyone_come_up_with_a_ai_chatbot_for_stable/
false
false
self
1
null
What's the best most powerful model I can download for use with Nomic's GPT4all program?
1
[removed]
2024-03-25T18:38:07
https://www.reddit.com/r/LocalLLaMA/comments/1bnl772/whats_the_best_most_powerful_model_i_can_download/
GrimMandingoh
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnl772
false
null
t3_1bnl772
/r/LocalLLaMA/comments/1bnl772/whats_the_best_most_powerful_model_i_can_download/
false
false
self
1
null
Best way to run mistral instruct 0.2v locally?
6
I'm trying to find the best way to run it locally on Python IDLE so I can micro manage the outputs, system prompt etc but I don't know what is the latest setup for that as of now since I was on break for a month and so much have changed. What do you guys suggest? Is AWQ still up to date?
2024-03-25T18:31:17
https://www.reddit.com/r/LocalLLaMA/comments/1bnl121/best_way_to_run_mistral_instruct_02v_locally/
Specialist-Split1037
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnl121
false
null
t3_1bnl121
/r/LocalLLaMA/comments/1bnl121/best_way_to_run_mistral_instruct_02v_locally/
false
false
self
6
null
Is there any project (open source or otherwise) that provides a GUI chat interface with a local LLM, that also integrates a code interpreter?
3
It's been about 8 months since OpenAI made code interpreter / advanced data analysis available for use with GPT-4. Is there a single other project out there that has this feature integrated into its UI?
2024-03-25T18:31:08
https://www.reddit.com/r/LocalLLaMA/comments/1bnl0vl/is_there_any_project_open_source_or_otherwise/
Lumiphoton
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnl0vl
false
null
t3_1bnl0vl
/r/LocalLLaMA/comments/1bnl0vl/is_there_any_project_open_source_or_otherwise/
false
false
self
3
null
difference between Q3_K_M and Q3_K_L?
20
Could someone please explain to me the difference between Q3\_K\_M and Q3\_K\_L? If I understand it correctly Q3\_K\_M means most weights are quantized to be 3 bits, but not all. In order to perform better than mere Q3, the the most important / heavily used (?) weights are quantized with more bits. So my guess woul...
2024-03-25T18:22:29
https://www.reddit.com/r/LocalLLaMA/comments/1bnkszk/difference_between_q3_k_m_and_q3_k_l/
Robinsane
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnkszk
false
null
t3_1bnkszk
/r/LocalLLaMA/comments/1bnkszk/difference_between_q3_k_m_and_q3_k_l/
false
false
self
20
null
Genuine ethical questions about LLM use.
1
Okay if you're wondering why I put "genuine" in the title it's because I imagine this can easily be read as like concern trolling or something but I swear I'm just a bleeding-heart. I have struggled with ethical questions about LLM use for a while but I haven't found much on my specific position and need a sanity chec...
2024-03-25T18:05:59
https://www.reddit.com/r/LocalLLaMA/comments/1bnke8d/genuine_ethical_questions_about_llm_use/
Aivoke_art
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnke8d
false
null
t3_1bnke8d
/r/LocalLLaMA/comments/1bnke8d/genuine_ethical_questions_about_llm_use/
false
false
default
1
{'enabled': False, 'images': [{'id': 'Ti10AEjOkM6frceTS3QVBlgdIPjAYLDHWidvHxxQyRk', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/8uTKcvd9x0EBLwRQcU7QYu6Rejuw6sRtgDwvDj_WT7M.jpg?width=108&crop=smart&auto=webp&s=ca0fa8f6ee00ad4e02567e1afc2a0911a7891245', 'width': 108}, {'height': 113, 'url': 'h...
Leaderboard Finder - Find relevant leaderboards/arenas for your use cases
13
2024-03-25T17:57:50
https://huggingface.co/spaces/leaderboards/LeaderboardFinder
clefourrier
huggingface.co
1970-01-01T00:00:00
0
{}
1bnk6p2
false
null
t3_1bnk6p2
/r/LocalLLaMA/comments/1bnk6p2/leaderboard_finder_find_relevant/
false
false
https://b.thumbs.redditm…-wJJk8G2bAxA.jpg
13
{'enabled': False, 'images': [{'id': 'TJeXMpQ_GvgGIpbaP4PvzNallIhFZvBGOcv1t2C3T4g', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/m0TgBOdVj6eqW9Ou5kwYph-JgZ16Z1YphS29WPsTXFs.jpg?width=108&crop=smart&auto=webp&s=9502dba0d39e39925020731c7ec9110192e0f176', 'width': 108}, {'height': 116, 'url': 'h...
Using vLLM on a single A10 card to serve around 100 users with a 7b model, is this feasible?
24
Hey everyone! As the title suggests, I am calling everyone with experience with vLLM for enterprise cases. Now referring to 100 users as "enterprise" may be a bit of an overreach, but we are attempting a pilot and want to gauge the resources needed. We are starting with around 100 users, based on the information availa...
2024-03-25T17:49:17
https://www.reddit.com/r/LocalLLaMA/comments/1bnjz1q/using_vllm_on_a_single_a10_card_to_serve_around/
Scared-Tip7914
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnjz1q
false
null
t3_1bnjz1q
/r/LocalLLaMA/comments/1bnjz1q/using_vllm_on_a_single_a10_card_to_serve_around/
false
false
self
24
null
Local model for electrical/engineering questions
7
Hi there, I'm a novice electrical engineer in the field of power protection. I have recently starting combining reading books or watching media with AI. it's great to be able to pause at any time and ask questions about a point you didn't get. However, I would like to know if there are any specialized models for engi...
2024-03-25T17:37:40
https://www.reddit.com/r/LocalLLaMA/comments/1bnjofg/local_model_for_electricalengineering_questions/
Zpassing_throughZ
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnjofg
false
null
t3_1bnjofg
/r/LocalLLaMA/comments/1bnjofg/local_model_for_electricalengineering_questions/
false
false
self
7
null
Seeking OSS RAG tool that can ingest 3k docs at a time
1
I have tried three great tools, AnythingLLM, Dify, and Danswer, but none can seem to locally embed 3k docs at a time. Are there any tools out there that can? Time is not an issue within reason (GPT4all was too slow when I tried it). Thanks.
2024-03-25T16:47:02
https://www.reddit.com/r/LocalLLaMA/comments/1bnieav/seeking_oss_rag_tool_that_can_ingest_3k_docs_at_a/
jafrank88
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnieav
false
null
t3_1bnieav
/r/LocalLLaMA/comments/1bnieav/seeking_oss_rag_tool_that_can_ingest_3k_docs_at_a/
false
false
self
1
null
Similarity detection on short strings using embeddings
1
[removed]
2024-03-25T16:03:35
https://www.reddit.com/r/LocalLLaMA/comments/1bnhce7/similarity_detection_on_short_strings_using/
hyperknot
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnhce7
false
null
t3_1bnhce7
/r/LocalLLaMA/comments/1bnhce7/similarity_detection_on_short_strings_using/
false
false
self
1
null
What's the best simple RP-focused UI?
1
[removed]
2024-03-25T15:27:21
https://www.reddit.com/r/LocalLLaMA/comments/1bnggja/whats_the_best_simple_rpfocused_ui/
Neat-Software8741
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnggja
false
null
t3_1bnggja
/r/LocalLLaMA/comments/1bnggja/whats_the_best_simple_rpfocused_ui/
false
false
self
1
null
Can I run Mistral on a server without a GPU in Docker?
1
[removed]
2024-03-25T15:26:46
https://www.reddit.com/r/LocalLLaMA/comments/1bngg0o/can_i_run_mistral_on_a_server_without_a_gpu_in/
mxcdh
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bngg0o
false
null
t3_1bngg0o
/r/LocalLLaMA/comments/1bngg0o/can_i_run_mistral_on_a_server_without_a_gpu_in/
false
false
self
1
{'enabled': False, 'images': [{'id': 'm0tQgR_2AHxyPPZGMEsh686m1TfvU-xaD2b-QXzA_Uk', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/neYPXPvodCeczFmkECo78JngbTAVyP5NjMvQMFVMiCk.jpg?width=108&crop=smart&auto=webp&s=dd7e5fb6560763f3bca56f86f0dbaeaf435026a5', 'width': 108}, {'height': 121, 'url': 'h...
What is the best simple & free UI designed for RP?
1
[removed]
2024-03-25T15:20:24
https://www.reddit.com/r/LocalLLaMA/comments/1bngaeu/what_is_the_best_simple_free_ui_designed_for_rp/
Neat-Software8741
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bngaeu
false
null
t3_1bngaeu
/r/LocalLLaMA/comments/1bngaeu/what_is_the_best_simple_free_ui_designed_for_rp/
false
false
self
1
null
AI Agents without a paid API Key?
1
Is there a way I can build my own AI Agent without using OpenAI keys. I am probably looking for something like: 1. Research a Topic online 2. Write a block. 3. Find Relevant images. 4. Automatically inter and external link 5. Post to Wordpress. Is there a way I can do this with a Local LLM? Probably using Colab
2024-03-25T15:07:16
https://www.reddit.com/r/LocalLLaMA/comments/1bnfytb/ai_agents_without_a_paid_api_key/
cripschips
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnfytb
false
null
t3_1bnfytb
/r/LocalLLaMA/comments/1bnfytb/ai_agents_without_a_paid_api_key/
false
false
self
1
null
Which 7 billion parameter model is the best for world building / creative things?
1
[removed]
2024-03-25T14:42:08
https://www.reddit.com/r/LocalLLaMA/comments/1bnfdk4/which_7_billion_parameter_model_is_the_best_for/
Deluded-1b-gguf
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnfdk4
false
null
t3_1bnfdk4
/r/LocalLLaMA/comments/1bnfdk4/which_7_billion_parameter_model_is_the_best_for/
false
false
self
1
null
Finetuning with HTML Documents
2
Hey, I want to try and finetune mistralai/Mistral-7B-Instruct-v0.2 on a collection of web pages I have. My idea is I want to try to finetune the model so that it outputs in an HTML style that is also following the style of the web pages. The web pages vary in formatting. However, a problem I have encountered is that t...
2024-03-25T14:22:20
https://www.reddit.com/r/LocalLLaMA/comments/1bnewox/finetuning_with_html_documents/
akkatips
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnewox
false
null
t3_1bnewox
/r/LocalLLaMA/comments/1bnewox/finetuning_with_html_documents/
false
false
self
2
null
DPO with Chat Dataset
1
[removed]
2024-03-25T14:21:35
https://www.reddit.com/r/LocalLLaMA/comments/1bnew2j/dpo_with_chat_dataset/
Outrageous_Apple8747
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnew2j
false
null
t3_1bnew2j
/r/LocalLLaMA/comments/1bnew2j/dpo_with_chat_dataset/
false
false
self
1
null
Is the P40 the most cost-effective way to run local LLMs?
32
Hi, I have a server with a quad core i5 6th gen that I mostly use as a NAS. I would like to upgrade it with a GPU to run LLMs locally. While doing some research it seems like I need lots of VRAM and the cheapest way would be with Nvidia P40 GPUs. My budget for now is around $200, and it seems like I can get 1x ...
2024-03-25T14:18:31
https://www.reddit.com/r/LocalLLaMA/comments/1bnetfp/is_the_p40_the_most_costeffective_way_to_run/
aaaddd000
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnetfp
false
null
t3_1bnetfp
/r/LocalLLaMA/comments/1bnetfp/is_the_p40_the_most_costeffective_way_to_run/
false
false
self
32
null
Unable to install llama-cop-python on MacBook Pro m3 chip
1
The build fails saying cannot build wheel for llama-cpp-python - need guidance on getting started with local large language models on MacBook Pro m3.
2024-03-25T14:10:37
https://www.reddit.com/r/LocalLLaMA/comments/1bnemq9/unable_to_install_llamacoppython_on_macbook_pro/
LetMachinesWork4U
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnemq9
false
null
t3_1bnemq9
/r/LocalLLaMA/comments/1bnemq9/unable_to_install_llamacoppython_on_macbook_pro/
false
false
self
1
null
How much difference cuda core makes in inference(chat)?
1
Mixing up smaller card for more cuda cores vs single 3090
2024-03-25T14:07:27
https://www.reddit.com/r/LocalLLaMA/comments/1bnek2y/how_much_difference_cuda_core_makes_in/
adikul
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnek2y
false
null
t3_1bnek2y
/r/LocalLLaMA/comments/1bnek2y/how_much_difference_cuda_core_makes_in/
false
false
self
1
null
Different Prompt Engineering Methods
1
What are the best or most popular Prompt Engineering types we should all know? I guess there is zero/one/few shot prompting. But what else is there that we should know how to use that many find useful?
2024-03-25T13:52:06
https://www.reddit.com/r/LocalLLaMA/comments/1bne6vu/different_prompt_engineering_methods/
HotRepresentative325
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bne6vu
false
null
t3_1bne6vu
/r/LocalLLaMA/comments/1bne6vu/different_prompt_engineering_methods/
false
false
self
1
null
Mixtral, are you OK?
12
I don't know if it's normal that Mixtral is **extremely bad** sometimes or if I'm using it wrong somehow, but when I asked this question: &#x200B; https://preview.redd.it/kw8sdgl5dhqc1.png?width=723&format=png&auto=webp&s=a1ba2d471d788cf9e2becc4b15a71a118b274337 The beginning of the reply was: https://preview....
2024-03-25T13:32:44
https://www.reddit.com/r/LocalLLaMA/comments/1bndrdz/mixtral_are_you_ok/
Admirable-Star7088
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bndrdz
false
null
t3_1bndrdz
/r/LocalLLaMA/comments/1bndrdz/mixtral_are_you_ok/
false
false
https://b.thumbs.redditm…TYa38H-fjJ1U.jpg
12
null
Fine-tuning mistral 7b on Bhagwad Geeta gine wrong (Not trying to hurt anyone's sentiment)
1
I'm trying to finetune Mistral 7b v0.2 model on the Bhagwat geeta and give it a personality like a Genz buddy and this is how it went while testing. lol
2024-03-25T13:30:37
https://i.redd.it/njx5dhbufhqc1.jpeg
dhrumil-
i.redd.it
1970-01-01T00:00:00
0
{}
1bndpof
false
null
t3_1bndpof
/r/LocalLLaMA/comments/1bndpof/finetuning_mistral_7b_on_bhagwad_geeta_gine_wrong/
false
false
https://a.thumbs.redditm…InJ_VaIhwva4.jpg
1
{'enabled': True, 'images': [{'id': 'wjFF55KBZ9fBTCKs7Q7dW8AXupvzgnmC0GLGKM31MqM', 'resolutions': [{'height': 20, 'url': 'https://preview.redd.it/njx5dhbufhqc1.jpeg?width=108&crop=smart&auto=webp&s=0ffb7711a5c759ba8d50b436da0f2f5996e46d24', 'width': 108}, {'height': 41, 'url': 'https://preview.redd.it/njx5dhbufhqc1.jpe...
How can i get always deterministic outputs from mistral-7b-instruct-v0.2?
1
For a certain prompt I expect to get always 100% the same answer. I was trying to set the temp. parameter to 0, but still the output changes. Is there a more reliable way, or a seed I can set? I am using this model: [https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B...
2024-03-25T13:10:12
https://www.reddit.com/r/LocalLLaMA/comments/1bnd9xb/how_can_i_get_always_deterministic_outputs_from/
Electronic-Letter592
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnd9xb
false
null
t3_1bnd9xb
/r/LocalLLaMA/comments/1bnd9xb/how_can_i_get_always_deterministic_outputs_from/
false
false
self
1
{'enabled': False, 'images': [{'id': 'veIFuSpjCfOzD8ct2II3hu5NKQGfuExCZjhtOzVnehI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/F5VRIYVRh5N3a1dQ1U4DRoWS0rkat_13iGf3Vzw5mn8.jpg?width=108&crop=smart&auto=webp&s=44f2adadcc82e3792495847469191c7c42b55e4b', 'width': 108}, {'height': 116, 'url': 'h...
New library transformer-heads for attaching heads to open source LLMs to do linear probes, multi-task finetuning, LLM regression and more. Details in comments.
239
2024-03-25T13:05:12
https://i.redd.it/n0ou3ddy7hqc1.png
_dinkelhuber_
i.redd.it
1970-01-01T00:00:00
0
{}
1bnd621
false
null
t3_1bnd621
/r/LocalLLaMA/comments/1bnd621/new_library_transformerheads_for_attaching_heads/
false
false
https://b.thumbs.redditm…okYvoLV3NWgA.jpg
239
{'enabled': True, 'images': [{'id': '84iCxe7TkjeXoeuBi0tBu_tnQXTP36X-ryol4rXSuco', 'resolutions': [{'height': 102, 'url': 'https://preview.redd.it/n0ou3ddy7hqc1.png?width=108&crop=smart&auto=webp&s=e3850a9880460cfdcb5b94f2ec4a284127249c81', 'width': 108}, {'height': 204, 'url': 'https://preview.redd.it/n0ou3ddy7hqc1.pn...
Does it make sense to have KV cache embeddings instead of text-embeddings saved?
21
The idea is that embeddings have to be injected and reprocessed by the LLM. However, I guess compute is more expensive than storage. So, what if instead of saving chunks of text, input KV processing is saved. This way big documents could be queried in full context and at real quick inference by adding a line. Input...
2024-03-25T12:25:06
https://www.reddit.com/r/LocalLLaMA/comments/1bncckh/does_it_make_sense_to_have_kv_cache_embeddings/
dimknaf
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bncckh
false
null
t3_1bncckh
/r/LocalLLaMA/comments/1bncckh/does_it_make_sense_to_have_kv_cache_embeddings/
false
false
self
21
null
Performance benefits of continuous instance vs new instance for each prompt?
2
Besides the convenience factor of context/memory, is there actually any performance benefit to having a continuous dialogue / continuous prompts in a single LLM instance compared to creating a new instance for each prompt and just attaching any required context? For instance, I'm wondering if the LLM architecture someh...
2024-03-25T12:23:53
https://www.reddit.com/r/LocalLLaMA/comments/1bncbpg/performance_benefits_of_continuous_instance_vs/
cliffn5810
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bncbpg
false
null
t3_1bncbpg
/r/LocalLLaMA/comments/1bncbpg/performance_benefits_of_continuous_instance_vs/
false
false
self
2
null
A question regarding LLM hardware
1
[removed]
2024-03-25T10:39:18
https://www.reddit.com/r/LocalLLaMA/comments/1bnahbp/a_question_regarding_llm_hardware/
Sica-Sota
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bnahbp
false
null
t3_1bnahbp
/r/LocalLLaMA/comments/1bnahbp/a_question_regarding_llm_hardware/
false
false
self
1
null
Estimating finetune costs
3
Hi, is there a way to estimate using back of napkin math how much a model would cost to fine tune based on the params? Say I wanted to apply LoRA to Goliath 120b. Rough costs by using GPUs on colab?
2024-03-25T10:11:52
https://www.reddit.com/r/LocalLLaMA/comments/1bna1tx/estimating_finetune_costs/
99OG121314
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bna1tx
false
null
t3_1bna1tx
/r/LocalLLaMA/comments/1bna1tx/estimating_finetune_costs/
false
false
self
3
null
How to create a local server using langchain which can be used in autogen
1
[removed]
2024-03-25T09:39:25
https://www.reddit.com/r/LocalLLaMA/comments/1bn9ke9/how_to_create_a_local_server_using_langchain/
i_dont_care_about_vr
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bn9ke9
false
null
t3_1bn9ke9
/r/LocalLLaMA/comments/1bn9ke9/how_to_create_a_local_server_using_langchain/
false
false
self
1
null
Is there a gguf quantization for latest mistral 7b?
9
Hi, I am looking for a gguf quantization for the mistral v2 7b model with 32k context length for my research project. I did see that it's available in Ollama but couldn't find it anywhere on huggingface. Any help would be appreciated. Thanks.
2024-03-25T09:39:21
https://www.reddit.com/r/LocalLLaMA/comments/1bn9kcx/is_there_a_gguf_quantization_for_latest_mistral_7b/
Shubham_Garg123
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bn9kcx
false
null
t3_1bn9kcx
/r/LocalLLaMA/comments/1bn9kcx/is_there_a_gguf_quantization_for_latest_mistral_7b/
false
false
self
9
null
Has anyone built production apps with memgpt? + any alternatives to code interpreter?
3
Hi. I’m working on building a simple math bot and was wondering the best way you guys would go about 2 things. Memory + using a math tool 1. For longer term memory I’m considering using memgpt and was wondering if anyone has built anything production ready with it. I haven’t found anything else for long term memory ye...
2024-03-25T09:11:55
https://www.reddit.com/r/LocalLLaMA/comments/1bn96p1/has_anyone_built_production_apps_with_memgpt_any/
lostlifon
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bn96p1
false
null
t3_1bn96p1
/r/LocalLLaMA/comments/1bn96p1/has_anyone_built_production_apps_with_memgpt_any/
false
false
self
3
null
Smaller Batch Sizes Yield Better Results in Fine-Tuning When Dataset Size is Limited (< 1B)
1
[removed]
2024-03-25T08:21:18
https://www.reddit.com/r/LocalLLaMA/comments/1bn8hjq/smaller_batch_sizes_yield_better_results_in/
bittercucumb3r
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bn8hjq
false
null
t3_1bn8hjq
/r/LocalLLaMA/comments/1bn8hjq/smaller_batch_sizes_yield_better_results_in/
false
false
self
1
null
What AI restrictions is Sam Altman trying to bring in?
49
(same as title)
2024-03-25T08:01:47
https://www.reddit.com/r/LocalLLaMA/comments/1bn8831/what_ai_restrictions_is_sam_altman_trying_to/
Games2See
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bn8831
false
null
t3_1bn8831
/r/LocalLLaMA/comments/1bn8831/what_ai_restrictions_is_sam_altman_trying_to/
false
false
self
49
null
Sharing RAG evaluation dataset made with LLM research articles.
14
Hello. I made RAG evaluation dataset for LLM research articles. You can check out my data at [huggingface](https://huggingface.co/datasets/MarkrAI/AutoRAG-evaluation-2024-LLM-paper-v1). It can be useful if you want some data for evaluating your RAG system. Or great starter for project idea about research articles. I...
2024-03-25T07:41:47
https://www.reddit.com/r/LocalLLaMA/comments/1bn7yi7/sharing_rag_evaluation_dataset_made_with_llm/
jeffrey-0711
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bn7yi7
false
null
t3_1bn7yi7
/r/LocalLLaMA/comments/1bn7yi7/sharing_rag_evaluation_dataset_made_with_llm/
false
false
self
14
{'enabled': False, 'images': [{'id': 'WWT-fV_XLMy3vszI4Pb9T7HeFJD2Jx-2P0b6rWFn-kQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Jje-XTO3PjI11WDckgHF4kcMHpXUthDptfkybiIVW8c.jpg?width=108&crop=smart&auto=webp&s=d1227859a8d0bf80de548b4b5e6174aaf2ad83e4', 'width': 108}, {'height': 116, 'url': 'h...
Hybrid neural networks that combine an LLM+AI Image Recognition?
2
I was thinking, large llms feel like they can understand what they are talking about fairly well but could combining text along with imagery in their training make them smarter? I believe some organizations are now sort of combining llms with image recognition but I think they are still 2 completely separate neur...
2024-03-25T06:57:01
https://www.reddit.com/r/LocalLLaMA/comments/1bn7c07/hybrid_neural_networks_that_combine_an_llmai/
Slaghton
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bn7c07
false
null
t3_1bn7c07
/r/LocalLLaMA/comments/1bn7c07/hybrid_neural_networks_that_combine_an_llmai/
false
false
self
2
null
How can you create a local server (where the model is running ing langchain)that can be used for autogen
2
[removed]
2024-03-25T06:48:36
https://www.reddit.com/r/LocalLLaMA/comments/1bn77qp/how_can_you_create_a_local_server_where_the_model/
i_dont_care_about_vr
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bn77qp
false
null
t3_1bn77qp
/r/LocalLLaMA/comments/1bn77qp/how_can_you_create_a_local_server_where_the_model/
false
false
self
2
null
LLM Model Cry for help? Is it alive or a bug?
1
[removed]
2024-03-25T06:38:55
https://www.reddit.com/r/LocalLLaMA/comments/1bn72uc/llm_model_cry_for_help_is_it_alive_or_a_bug/
Elegant_Device9683
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bn72uc
false
null
t3_1bn72uc
/r/LocalLLaMA/comments/1bn72uc/llm_model_cry_for_help_is_it_alive_or_a_bug/
false
false
self
1
null
How do I amend this script which uses Langchain's "ConversationChain" and "ConversationBufferMemory" so that it only outputs the AI response but is still conversational and the AI still has memory
1
[removed]
2024-03-25T05:13:07
https://www.reddit.com/r/LocalLLaMA/comments/1bn5tgm/how_do_i_amend_this_script_which_uses_langchains/
lc19-
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bn5tgm
false
null
t3_1bn5tgm
/r/LocalLLaMA/comments/1bn5tgm/how_do_i_amend_this_script_which_uses_langchains/
false
false
self
1
null
How to create a local server for model running in langchain that can be used in autogen
3
[removed]
2024-03-25T04:47:50
https://www.reddit.com/r/LocalLLaMA/comments/1bn5ebb/how_to_create_a_local_server_for_model_running_in/
i_dont_care_about_vr
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bn5ebb
false
null
t3_1bn5ebb
/r/LocalLLaMA/comments/1bn5ebb/how_to_create_a_local_server_for_model_running_in/
false
false
self
3
null
Grok-1 question
1
[removed]
2024-03-25T04:39:27
https://www.reddit.com/r/LocalLLaMA/comments/1bn5987/grok1_question/
Sica-Sota
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bn5987
false
null
t3_1bn5987
/r/LocalLLaMA/comments/1bn5987/grok1_question/
false
false
self
1
null
Can we limit or flair political or non-technical posts?
1
[removed] [View Poll](https://www.reddit.com/poll/1bn4tgt)
2024-03-25T04:14:46
https://www.reddit.com/r/LocalLLaMA/comments/1bn4tgt/can_we_limit_or_flair_political_or_nontechnical/
IrishWilly
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1970-01-01T00:00:00
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Open source models for knowledge distillation
1
There is a new [LLMLingua-2](https://huggingface.co/microsoft/llmlingua-2-bert-base-multilingual-cased-meetingbank) model from [Microsoft](https://arxiv.org/abs/2403.12968), which supposed to distill data, summarize text by keyword extraction. It somewhat fails its task in my tests. Surprisingly, mistral-7b-instruc...
2024-03-25T03:55:38
https://www.reddit.com/r/LocalLLaMA/comments/1bn4gpj/open_source_models_for_knowledge_distillation/
sanobawitch
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1970-01-01T00:00:00
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What architecture will give us a reasoning LLM ?
71
I was watching [Sam Altman's Episode with Lex Fridman](https://www.youtube.com/watch?v=vdv8TF8n52Y) and i noticed his refusal to talk about Q\* and that harder problems require more compute than simpler problems. Multi-Agent LLMs is a good idea to achieve this but i think something simpler is the way to go. Any ideas...
2024-03-25T03:42:45
https://www.reddit.com/r/LocalLLaMA/comments/1bn48cl/what_architecture_will_give_us_a_reasoning_llm/
Puzzleheaded_Mall546
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1970-01-01T00:00:00
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Would it make sense to stick a P40 24GB in with a 3090 to have 48GB VRAM?
32
I have 5950x / 64GB DDR4 / 3090. I mostly run 70Bs at q4_k_m, get about 2.2 tokens per second with ~half the layers offloaded to GPU. I just realized P40s are pretty cheap. The idea of getting one of those in addition to my 3090 seems more manageable than getting a second 3090 or something... But do you think it'd m...
2024-03-25T03:35:45
https://www.reddit.com/r/LocalLLaMA/comments/1bn43rt/would_it_make_sense_to_stick_a_p40_24gb_in_with_a/
Ill_Yam_9994
self.LocalLLaMA
1970-01-01T00:00:00
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null
What are your wish-list features for Huggingface model search?
25
These are mine: * Filter *out* specific substrings in the model name (like "-hf" or "maid"), * Include only models with a filled-out model card (and not just an automatically generated one with no user-provided content), * When searching for "13B", don't bring up "1.3B" models. That's my wish-list. What's your wis...
2024-03-25T02:59:57
https://www.reddit.com/r/LocalLLaMA/comments/1bn3f12/what_are_your_wishlist_features_for_huggingface/
ttkciar
self.LocalLLaMA
1970-01-01T00:00:00
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What is Goliath?
1
[removed]
2024-03-25T02:51:54
https://www.reddit.com/r/LocalLLaMA/comments/1bn39gu/what_is_goliath/
agalactous-cactus
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1970-01-01T00:00:00
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It do be like that
45
2024-03-25T02:50:54
https://i.redd.it/9tfrhr4p9eqc1.png
nderstand2grow
i.redd.it
1970-01-01T00:00:00
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https://a.thumbs.redditm…4Yc7mVow1qC8.jpg
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The song of open and close. by Cluade3
1
Open in name, yet closed in heart, OpenAI's open-washing, a clever art. Their CEO's call to close AI's door, Masks a plan to openly ignore. With open arms, they close the game, Their open reign, an open shame. Closing off the open source, They openly plot an open course. In open halls, they closely lobby, To ...
2024-03-25T02:40:30
https://www.reddit.com/r/LocalLLaMA/comments/1bn31b5/the_song_of_open_and_close_by_cluade3/
KakaTraining
self.LocalLLaMA
1970-01-01T00:00:00
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Large Language Models’ Emergent Abilities Are a Mirage
21
2024-03-25T02:30:56
https://www.wired.com/story/how-quickly-do-large-language-models-learn-unexpected-skills/
balder1993
wired.com
1970-01-01T00:00:00
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https://b.thumbs.redditm…iVGscPrnxaRE.jpg
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