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Anyone here finetune either MPT-7B or Falcon-7B? | 12 | Just got into the LocalLLM space and playing around with a few things, is anyone familiar with finetuning these models? | 2023-05-29T18:33:54 | https://www.reddit.com/r/LocalLLaMA/comments/13v2pst/anyone_here_finetune_either_mpt7b_or_falcon7b/ | EcstaticVenom | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13v2pst | false | null | t3_13v2pst | /r/LocalLLaMA/comments/13v2pst/anyone_here_finetune_either_mpt7b_or_falcon7b/ | false | false | self | 12 | null |
What about generating N tokens, and asking the model to evaluate and edit what got generated so far? Two or more LLMs can run on top of each other, where critic LLMs edit the output of the writer. Will that boost performance? | 2 | What about generating N tokens, and asking the model to evaluate and edit what got generated so far? Two or more LLMs can run on top of each other, where critic LLMs edit the output of the writer. Will that boost performance? | 2023-05-29T17:25:51 | https://www.reddit.com/r/LocalLLaMA/comments/13v10gm/what_about_generating_n_tokens_and_asking_the/ | NancyAurum | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13v10gm | false | null | t3_13v10gm | /r/LocalLLaMA/comments/13v10gm/what_about_generating_n_tokens_and_asking_the/ | false | false | self | 2 | null |
Hardware explanation | 1 | Hi everyone, new to local ai, but not new to sysadmining.
I have an unraid server that has 2x gtx1080. Can I run anything that spans both gpus? I'm a little uncertain how vram is actually calculated on the installs. I assume I max out one card (8 gb) and thats it but figured I'd ask.
Thanks! | 2023-05-29T16:49:27 | https://www.reddit.com/r/LocalLLaMA/comments/13v02xo/hardware_explanation/ | That0neSummoner | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13v02xo | false | null | t3_13v02xo | /r/LocalLLaMA/comments/13v02xo/hardware_explanation/ | false | false | self | 1 | null |
Looking for a Finetuning Guide | 34 | Dear LocalLLaMA community,
I wanted to reach out and share my enthusiasm for LLaMA and my eagerness to dive into the world of conversational AI. As a beginner in this field, I have been voraciously reading about LLaMA and its various aspects, in particular concepts such as Qlora and bitsandbytes finetuning.
They have... | 2023-05-29T16:21:09 | https://www.reddit.com/r/LocalLLaMA/comments/13uzcrh/looking_for_a_finetuning_guide/ | Bitcoin_hunter-21M | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13uzcrh | false | null | t3_13uzcrh | /r/LocalLLaMA/comments/13uzcrh/looking_for_a_finetuning_guide/ | false | false | self | 34 | null |
Is it possible to use QLora to fine-tune llama on labelled data? | 11 | My downstream task is text classification. Can I fine-tune LLMs in a supervised fashion? | 2023-05-29T15:39:58 | https://www.reddit.com/r/LocalLLaMA/comments/13uya0g/is_it_possible_to_use_qlora_to_finetune_llama_on/ | Nice_Tea_6590 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13uya0g | false | null | t3_13uya0g | /r/LocalLLaMA/comments/13uya0g/is_it_possible_to_use_qlora_to_finetune_llama_on/ | false | false | self | 11 | null |
Advice the most optimal way to do language model domain adaptation - from A to Z | 4 | I want to do domain adaptation of some language model. I want to train language model on specific niched datasets of texts - articles + forums + blogs (for the start I have some set of articles only). The goal - is to train model to generate, rewrite, complete and answer questions in chatbot mode in the field of knowle... | 2023-05-29T15:22:03 | https://www.reddit.com/r/LocalLLaMA/comments/13uxtzg/advice_the_most_optimal_way_to_do_language_model/ | samulowry | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13uxtzg | false | null | t3_13uxtzg | /r/LocalLLaMA/comments/13uxtzg/advice_the_most_optimal_way_to_do_language_model/ | false | false | self | 4 | null |
Fine Tuning vs. Prompt Engineering Large Language Models | 0 | [removed] | 2023-05-29T14:11:45 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 13uw1cx | false | null | t3_13uw1cx | /r/LocalLLaMA/comments/13uw1cx/fine_tuning_vs_prompt_engineering_large_language/ | false | false | default | 0 | null | ||
Testing the new BnB 4-bit or "qlora" vs GPTQ Cuda | 9 | Loading: Much slower than GPTQ, not much speed up on 2nd load. This was to be expected.
INFO:Loaded the model in 104.84 seconds. < llama-30b FP32 2nd load
INFO:Loaded the model in 68.58 seconds. < llama-30b FP16 2nd load
INFO:Loaded the model in 39.24 seconds. < llama-30b-4bit 1st load
INFO:Loaded the ... | 2023-05-29T13:43:08 | https://www.reddit.com/r/LocalLLaMA/comments/13uvbxe/testing_the_new_bnb_4bit_or_qlora_vs_gptq_cuda/ | a_beautiful_rhind | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13uvbxe | false | null | t3_13uvbxe | /r/LocalLLaMA/comments/13uvbxe/testing_the_new_bnb_4bit_or_qlora_vs_gptq_cuda/ | false | false | self | 9 | null |
My chatbot gets stuck and repeats the same sentence | 1 | [removed] | 2023-05-29T12:47:14 | https://www.reddit.com/r/LocalLLaMA/comments/13utyh1/my_chatbot_gets_stuck_and_repeats_the_same/ | mashimaroxc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13utyh1 | false | null | t3_13utyh1 | /r/LocalLLaMA/comments/13utyh1/my_chatbot_gets_stuck_and_repeats_the_same/ | false | false | default | 1 | null |
Running MPT-7b locally on Jupyter notebook | 1 | [removed] | 2023-05-29T12:42:52 | https://www.reddit.com/r/LocalLLaMA/comments/13utuss/running_mpt7b_locally_on_jupyter_notebook/ | anindya_42 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13utuss | false | null | t3_13utuss | /r/LocalLLaMA/comments/13utuss/running_mpt7b_locally_on_jupyter_notebook/ | false | false | default | 1 | null |
Which 30b model should I use for embeddings? | 10 | The plan is to ask questions about 10-300 page long pdfs or other documents. I know embeddings is not perfect but this is the best approach to query large documents at the moment. I want to use a local model because I'd work with sensitive information. I'd like to use LangChain but am open to use anything else that wor... | 2023-05-29T12:28:12 | https://www.reddit.com/r/LocalLLaMA/comments/13utib1/which_30b_model_should_i_use_for_embeddings/ | HaOrbanMaradEnMegyek | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13utib1 | false | null | t3_13utib1 | /r/LocalLLaMA/comments/13utib1/which_30b_model_should_i_use_for_embeddings/ | false | false | self | 10 | null |
Minigpt-4 (Vicuna 13B + images) | 27 | 2023-05-29T12:07:51 | https://minigpt-4.github.io/ | AutomataManifold | minigpt-4.github.io | 1970-01-01T00:00:00 | 0 | {} | 13ut2ap | false | null | t3_13ut2ap | /r/LocalLLaMA/comments/13ut2ap/minigpt4_vicuna_13b_images/ | false | false | default | 27 | null | |
[LoRA + weight merge every N step] for pre-training? | 1 | I was wondering if we can use LoRA for pre-training, by merging LoRA weights with the frozen weights every N step. Or is there a similar pre-training research?
​
\*edit, super roughly:
for step in range(N):
if step % 100 == 0:
frozen_weights += lora_weights
lora_weights = 0 # To... | 2023-05-29T11:45:53 | https://www.reddit.com/r/LocalLLaMA/comments/13uskj4/lora_weight_merge_every_n_step_for_pretraining/ | kkimdev | self.LocalLLaMA | 2023-05-29T12:43:02 | 0 | {} | 13uskj4 | false | null | t3_13uskj4 | /r/LocalLLaMA/comments/13uskj4/lora_weight_merge_every_n_step_for_pretraining/ | false | false | self | 1 | null |
In memory compute chips | 8 | How close are they to reality? As much as I understand, the greatest limitation of current AI is data IO due to tho fact that "neurons" are emulated and entire model has to be "recalculated" for every token - reading and writing to memory *sequentially* with each step, greatly limiting training and inference speed.
ht... | 2023-05-29T11:29:36 | https://www.reddit.com/r/LocalLLaMA/comments/13us8h9/in_memory_compute_chips/ | BalorNG | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13us8h9 | false | null | t3_13us8h9 | /r/LocalLLaMA/comments/13us8h9/in_memory_compute_chips/ | false | false | self | 8 | {'enabled': False, 'images': [{'id': '9q39_pyZP1DfYfTsW5gekdXr2YTTQsvuA8N1NJvDvCs', 'resolutions': [{'height': 67, 'url': 'https://external-preview.redd.it/bNyTX_KkIfEtuF01GP-LON4QQcE3qNb1nJRYBMPdgI4.jpg?width=108&crop=smart&auto=webp&s=219bdf73173557bc6e717038ee653b3807d451e4', 'width': 108}, {'height': 134, 'url': 'h... |
Very slow on 3090 24G | 7 | Sorry, I have a question I really want answered.
My speed on the 3090 seems to be nowhere near as fast as the 3060 or other graphics cards.
Using the [text-generation-webui](https://github.com/oobabooga/text-generation-webui) on WSL2 with [Guanaco](https://www.reddit.com/r/LocalLLaMA/comments/13rthln/guanaco_7b_13b_3... | 2023-05-29T10:31:56 | https://www.reddit.com/r/LocalLLaMA/comments/13ur2au/very_slow_on_3090_24g/ | Sat0r1r1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13ur2au | false | null | t3_13ur2au | /r/LocalLLaMA/comments/13ur2au/very_slow_on_3090_24g/ | false | false | self | 7 | {'enabled': False, 'images': [{'id': 'm-Rq8t_G6WAzs733EzkbmBFRLdK5a8F0tdENIfqKCW8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/uFwJ3IxqpiRnc-K0vtVyadzaMTnWlu0NKGw-mBg12SU.jpg?width=108&crop=smart&auto=webp&s=4fc21b6656fb1693080e731405f7077a2289cd36', 'width': 108}, {'height': 108, 'url': 'h... |
Any tip to increase speed with Oobabooga on Colab with Tesla T4? | 2 | [removed] | 2023-05-29T10:09:34 | https://www.reddit.com/r/LocalLLaMA/comments/13uqn6j/any_tip_to_increase_speed_with_oobabooga_on_colab/ | jl303 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13uqn6j | false | null | t3_13uqn6j | /r/LocalLLaMA/comments/13uqn6j/any_tip_to_increase_speed_with_oobabooga_on_colab/ | false | false | default | 2 | null |
Cpu only performance | 23 | I have a pretty beefy cloud instance I have access to that I've been running text-generation-webui. It has 96 vCPUs and 96gb memory.
I've tried a bunch of different llama models and the best performance I can get on a 13b model is 5 token / s.
I have tried tweaking the thread setting to diff numbers between 32 to 96 ... | 2023-05-29T09:28:06 | https://www.reddit.com/r/LocalLLaMA/comments/13upwrl/cpu_only_performance/ | foooooooooooooooobar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13upwrl | false | null | t3_13upwrl | /r/LocalLLaMA/comments/13upwrl/cpu_only_performance/ | false | false | self | 23 | null |
Applying All Recent Innovations To Train a Code Model | 2 | [removed] | 2023-05-29T08:42:03 | https://www.reddit.com/r/LocalLLaMA/comments/13up5wt/applying_all_recent_innovations_to_train_a_code/ | Ok--Reflection | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13up5wt | false | null | t3_13up5wt | /r/LocalLLaMA/comments/13up5wt/applying_all_recent_innovations_to_train_a_code/ | false | false | default | 2 | null |
Advice for server | 8 | I'm running Guanaco 65B model on my system. My specs are i9 12900k, 128gb ram and two tesla p40's. The model is running at about 4 tokens a second and only utilizing the cpu and gpus at about 10 percent. Can I make it so it will fully utilize the Gpu's?
Any additional advice/thoughts are more than welcome.
Update: it... | 2023-05-29T07:15:52 | https://www.reddit.com/r/LocalLLaMA/comments/13unr3v/advice_for_server/ | Emergency-Seaweed-73 | self.LocalLLaMA | 2023-05-29T15:53:31 | 0 | {} | 13unr3v | false | null | t3_13unr3v | /r/LocalLLaMA/comments/13unr3v/advice_for_server/ | false | false | self | 8 | null |
VicUnlocked 65B QLora dropped | 101 | VicUnlocked 65B QLora is out.
Haven't run this yet, I just found it and won't be able to run it before afternoon. [Here](https://huggingface.co/Aeala/VicUnlocked-alpaca-65b-GGML) are ggml's.
I am so happy that we finally see more people doing 65B finetunes. Alpaca finetunes were good, but there is room to improve. | 2023-05-29T06:48:15 | https://huggingface.co/Aeala/VicUnlocked-alpaca-65b-QLoRA | FullOf_Bad_Ideas | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 13una1y | false | null | t3_13una1y | /r/LocalLLaMA/comments/13una1y/vicunlocked_65b_qlora_dropped/ | false | false | 101 | {'enabled': False, 'images': [{'id': 'mV5Zmg21XcfmaSsZfUe8EdI5lZeD-xan739MQrXsseg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/ReohBPh0HXGbRsybkoLJ2MUyZulP0zr3fcx5ROvO4xs.jpg?width=108&crop=smart&auto=webp&s=d354780d0c33f7251df429359b18b6022d15a941', 'width': 108}, {'height': 116, 'url': 'h... | |
AutoGPTQ vs GPTQ-for-llama? | 7 | (For context, I was looking at switching over to the new bitsandbytes 4bit, and was under the impression that it was compatible with GPTQ, but apparently I was mistaken - If one wants to use bitsandbytes 4bit, it appears that you need to start with a full-fat fp16 model. This led me to looking at other ways to optimiz... | 2023-05-29T06:46:43 | https://www.reddit.com/r/LocalLLaMA/comments/13un94p/autogptq_vs_gptqforllama/ | tronathan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13un94p | false | null | t3_13un94p | /r/LocalLLaMA/comments/13un94p/autogptq_vs_gptqforllama/ | false | false | self | 7 | null |
samantha-33b | 256 | I released samantha-33b
This one is way better than 7b and 13b.
[https://erichartford.com/meet-samantha](https://erichartford.com/meet-samantha)
[https://huggingface.co/ehartford/samantha-33b](https://huggingface.co/ehartford/samantha-33b)
Samantha has been trained in philosophy, psychology, and personal relation... | 2023-05-29T06:10:44 | https://www.reddit.com/r/LocalLLaMA/comments/13umn34/samantha33b/ | faldore | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {'gid_3': 1} | 13umn34 | false | null | t3_13umn34 | /r/LocalLLaMA/comments/13umn34/samantha33b/ | false | false | self | 256 | {'enabled': False, 'images': [{'id': 'lNiLqLI9dgIkz4KVVl94-x4cbPilcjvDR324LmSB-TU', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/4WQl-CBHHNvabZAceS460v6Xlqny15syzJzsLUObSs0.jpg?width=108&crop=smart&auto=webp&s=9755868df57ad87b537c145c5cef6396bd94cc69', 'width': 108}, {'height': 113, 'url': 'h... |
Help with instructions for training a model to write poems and speak in style from Facebook chat logs? | 1 | [removed] | 2023-05-29T05:56:14 | https://www.reddit.com/r/LocalLLaMA/comments/13umd4y/help_with_instructions_for_training_a_model_to/ | Certain_Lunch1259 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13umd4y | false | null | t3_13umd4y | /r/LocalLLaMA/comments/13umd4y/help_with_instructions_for_training_a_model_to/ | false | false | default | 1 | null |
Tools similar to ChatGPT Retrieval Plugin but for localized LLMs. | 4 | I've been checking out the ChatGPT Retrieval Plugin that OpenAI published and it's a really cool way to integrate semantics search with vectorized databases. I was wondering if you guys know about any tools/tutorials that would help me figure out how to incorporate it with a local LLM like 30b Wizard or Vicuna.
I know... | 2023-05-29T05:51:09 | https://www.reddit.com/r/LocalLLaMA/comments/13um9v2/tools_similar_to_chatgpt_retrieval_plugin_but_for/ | PlanetExperience | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13um9v2 | false | null | t3_13um9v2 | /r/LocalLLaMA/comments/13um9v2/tools_similar_to_chatgpt_retrieval_plugin_but_for/ | false | false | self | 4 | null |
what is most basic GPU or setup required to get 10 tokens/second using any 7B model? | 3 | Has anyone done any experiments around this? | 2023-05-29T05:44:31 | https://www.reddit.com/r/LocalLLaMA/comments/13um5su/what_is_most_basic_gpu_or_setup_required_to_get/ | premrajnarkhede1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13um5su | false | null | t3_13um5su | /r/LocalLLaMA/comments/13um5su/what_is_most_basic_gpu_or_setup_required_to_get/ | false | false | self | 3 | null |
How to train a new language that is not in base model? | 15 | [deleted] | 2023-05-29T05:04:31 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 13ulggf | false | null | t3_13ulggf | /r/LocalLLaMA/comments/13ulggf/how_to_train_a_new_language_that_is_not_in_base/ | false | false | default | 15 | null | ||
Generating docstrings with Salesforce Codegen and Microsoft Guidance, inside VSCode | 3 | [removed] | 2023-05-29T05:00:29 | https://www.reddit.com/r/LocalLLaMA/comments/13uldbo/generating_docstrings_with_salesforce_codegen_and/ | rustedbits | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13uldbo | false | null | t3_13uldbo | /r/LocalLLaMA/comments/13uldbo/generating_docstrings_with_salesforce_codegen_and/ | false | false | default | 3 | null |
Training a new model | 3 | Hi guys, been playing around a bit, experimenting with LoRAs currently. I wanted to know if anyone had advice, tips or links to useful guides on actually making an entirely new model? Basically, I'm inspired by the Samantha model ( [(1) LocalLLaMA (reddit.com)](https://www.reddit.com/r/LocalLLaMA/comments/13tuipk/saman... | 2023-05-29T00:08:00 | https://www.reddit.com/r/LocalLLaMA/comments/13ufdst/training_a_new_model/ | Equal_Station2752 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13ufdst | false | null | t3_13ufdst | /r/LocalLLaMA/comments/13ufdst/training_a_new_model/ | false | false | self | 3 | null |
Best uncensored model for an a6000 | 1 | [removed] | 2023-05-28T23:36:11 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 13uemve | false | null | t3_13uemve | /r/LocalLLaMA/comments/13uemve/best_uncensored_model_for_an_a6000/ | false | false | default | 1 | null | ||
Could you use Llama to power a small robot? | 0 | [removed] | 2023-05-28T23:33:13 | Azimn | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 13uekc5 | false | null | t3_13uekc5 | /r/LocalLLaMA/comments/13uekc5/could_you_use_llama_to_power_a_small_robot/ | false | false | default | 0 | null | |
Best storytelling local LLM? | 69 | NAI recently released a decent alpha preview of a proprietary LLM they’ve been developing, and I was wanting to compare it to whatever the open source best local LLMs currently available. I have a 3090 but could also spin up an A100 on runpod for testing if it’s a model too large for that card. I’d prefer uncensored ... | 2023-05-28T21:23:25 | https://www.reddit.com/r/LocalLLaMA/comments/13ubk8p/best_storytelling_local_llm/ | chakalakasp | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13ubk8p | false | null | t3_13ubk8p | /r/LocalLLaMA/comments/13ubk8p/best_storytelling_local_llm/ | false | false | self | 69 | null |
Best model for dialog generation? | 7 | Hey there,
I wanted to generate dialogs between two or more specified characters with specified scenarios using AI.
What would be the best model for that?
I tried some GGML models and after a while, they got stuck in an endless loop or kept repeating things. | 2023-05-28T21:08:27 | https://www.reddit.com/r/LocalLLaMA/comments/13ub7zq/best_model_for_dialog_generation/ | chocolatebanana136 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13ub7zq | false | null | t3_13ub7zq | /r/LocalLLaMA/comments/13ub7zq/best_model_for_dialog_generation/ | false | false | self | 7 | null |
Is anyone else getting only 443 bytes adapter_model.bin with qlora? | 5 | I have tried multiple models but the size is always the same.
i did try raising a PR but I am not sure if the model it outputs is correct or not [https://github.com/artidoro/qlora/pull/44](https://github.com/artidoro/qlora/pull/44) | 2023-05-28T19:35:04 | https://www.reddit.com/r/LocalLLaMA/comments/13u8zpz/is_anyone_else_getting_only_443_bytes_adapter/ | KKcorps | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13u8zpz | false | null | t3_13u8zpz | /r/LocalLLaMA/comments/13u8zpz/is_anyone_else_getting_only_443_bytes_adapter/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': '7pYZ5Ukmo9EHbEuW-e4AjbhyAZdv4y_bMIOcaZ_WCEY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/mO7eVzOcNeqAoR1yxBlYpVLNNrhqG4OczVWqn85PTug.jpg?width=108&crop=smart&auto=webp&s=9d06203adfc971a7d33282cc2a13a9b67d5546b5', 'width': 108}, {'height': 108, 'url': 'h... |
Which models are good at French in chat mode? | 1 | [removed] | 2023-05-28T19:03:05 | https://www.reddit.com/r/LocalLLaMA/comments/13u897h/which_models_are_good_at_french_in_chat_mode/ | Extraltodeus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13u897h | false | null | t3_13u897h | /r/LocalLLaMA/comments/13u897h/which_models_are_good_at_french_in_chat_mode/ | false | false | default | 1 | null |
Looking for a wisdom to choose model | 14 | Hello all
I'm literally overwhelmed by the models that are floating around. I have a RTX 3090 accompanied with i9 13900k. I am looking for the best current model to use. I will mainly use it to C++ and Python coding assistant, but the use cases will not be limited to it. I heard great things about Falcon and Wizard Vi... | 2023-05-28T18:36:38 | https://www.reddit.com/r/LocalLLaMA/comments/13u7n2d/looking_for_a_wisdom_to_choose_model/ | iamkucuk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13u7n2d | false | null | t3_13u7n2d | /r/LocalLLaMA/comments/13u7n2d/looking_for_a_wisdom_to_choose_model/ | false | false | self | 14 | null |
How do I get a GPTQ model to provide longer answers or answers that don't cut off? | 1 | I have a 3080 GPU with 10GB VRAM. For example, the TheBloke's Manticore 4bit model runs and is relatively fast, but it cuts itself off quickly. I'm current using the settings of 4wbits and 128groupsize. Maybe this is a separate issue, but my GPU never heats up so I assume it's not really working at full capacity. Here'... | 2023-05-28T18:31:35 | https://www.reddit.com/r/LocalLLaMA/comments/13u7ixx/how_do_i_get_a_gptq_model_to_provide_longer/ | infohawk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13u7ixx | false | null | t3_13u7ixx | /r/LocalLLaMA/comments/13u7ixx/how_do_i_get_a_gptq_model_to_provide_longer/ | false | false | self | 1 | null |
Retrieval-Aware training seems like a big deal | 8 | I just went through the [Gorrilla paper](https://arxiv.org/abs/2305.15334) and retrieval-aware training seems like a big deal (if I understood it right).
Does anyone know if any other work has been done on this? | 2023-05-28T18:20:40 | https://www.reddit.com/r/LocalLLaMA/comments/13u79xq/retrievalaware_training_seems_like_a_big_deal/ | _wsgeorge | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13u79xq | false | null | t3_13u79xq | /r/LocalLLaMA/comments/13u79xq/retrievalaware_training_seems_like_a_big_deal/ | false | false | self | 8 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/0HhwdU6MKIAKjL9Y8-B_iH374a3NiPTy0ib8lmloRzA.jpg?width=108&crop=smart&auto=webp&s=2711d572cfc6c713893cf24e8c4a7344d5ad8a4c', 'width': 108}, {'height': 126, 'url': 'h... |
Best language model for use case? | 4 | So… I'm looking for a language model has the following requirements:
1. No more than 3Gb file size
2. Can run with 4Gb RAM
3. I can call it though Python
4. Be able to run it locally (offline)
Does anyone have any recommendations for me? I just need a North on this so I can search on how to install/configure by mysel... | 2023-05-28T15:10:39 | https://www.reddit.com/r/LocalLLaMA/comments/13u2q1i/best_language_model_for_use_case/ | AltSins-Street2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13u2q1i | false | null | t3_13u2q1i | /r/LocalLLaMA/comments/13u2q1i/best_language_model_for_use_case/ | false | false | self | 4 | null |
Under 8*A800, the 7B model can handle 50k context and perform reading comprehension accurately | 82 | 2023-05-28T13:04:03 | https://github.com/bojone/NBCE/blob/main/README_en.md | Spare_Side_5907 | github.com | 1970-01-01T00:00:00 | 0 | {} | 13tzzpy | false | null | t3_13tzzpy | /r/LocalLLaMA/comments/13tzzpy/under_8a800_the_7b_model_can_handle_50k_context/ | false | false | 82 | {'enabled': False, 'images': [{'id': 'eXSC8hyZYwjmJIugavKDAzG6YdQZ-lVnYvM-Hy185Lk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/W_4p6nHiPVvdImyKh4tBeCSxuVY0XdmtaYkgJ-Yc6oY.jpg?width=108&crop=smart&auto=webp&s=3c1606f9e6bfa632981bfde353f7146c736d431a', 'width': 108}, {'height': 108, 'url': 'h... | ||
I built a multi-platform desktop app to easily download and run models, open source btw | 144 | I want to share this project that I've been working.
I noticed that there are not easy to install/use apps for open source models, maybe that is stopping this to spread outside of the dev-world.
So I built a Tauri app using ggml tensor library through Rust's LLM lib (https://github.com/rustformers/llm), and it provid... | 2023-05-28T12:26:41 | https://www.reddit.com/r/LocalLLaMA/comments/13tz8x7/i_built_a_multiplatform_desktop_app_to_easily/ | julio_oa | self.LocalLLaMA | 2023-05-28T20:00:27 | 0 | {} | 13tz8x7 | false | null | t3_13tz8x7 | /r/LocalLLaMA/comments/13tz8x7/i_built_a_multiplatform_desktop_app_to_easily/ | false | false | self | 144 | {'enabled': False, 'images': [{'id': 'jlmTsAOlN9RsNhQjh1YCJUOXaAOCc-j-vUBoe9uxfBE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/2DtwXe6ZKe6ilGMyznrg9c0rT1DIzAHby3fJUBDpIHE.jpg?width=108&crop=smart&auto=webp&s=13bb375f5688d9d12e5510f04955553eb170af47', 'width': 108}, {'height': 108, 'url': 'h... |
How to qlora 33B model on a GPU with 24GB of VRAM | 59 | The qlora fine-tuning 33b model with 24 VRAM GPU is just fit the vram for Lora dimensions of 32 and must load the base model on bf16. It better runs on a dedicated headless Ubuntu server, given there isn't much VRAM left or the Lora dimension needs to be reduced even further.
steps:
\- git clone [https://github.com/a... | 2023-05-28T12:15:01 | https://www.reddit.com/r/LocalLLaMA/comments/13tz14v/how_to_qlora_33b_model_on_a_gpu_with_24gb_of_vram/ | mzbacd | self.LocalLLaMA | 2023-05-28T16:44:44 | 0 | {} | 13tz14v | false | null | t3_13tz14v | /r/LocalLLaMA/comments/13tz14v/how_to_qlora_33b_model_on_a_gpu_with_24gb_of_vram/ | false | false | 59 | {'enabled': False, 'images': [{'id': 'kENSZ1PMmG9Ihv80XmD052ofU0DTNu-1K0X2CMrrd5M', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/C2ahPra10wkp7_9zP9iaHyw72IM_SvE-Vi9-M7Z7t_s.jpg?width=108&crop=smart&auto=webp&s=08cbfe669c3993528813e06aaa7188dd9c7f11ae', 'width': 108}, {'height': 108, 'url': 'h... | |
How do you train a model? | 3 | [removed] | 2023-05-28T12:14:41 | https://www.reddit.com/r/LocalLLaMA/comments/13tz0wy/how_do_you_train_a_model/ | Rear-gunner | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13tz0wy | false | null | t3_13tz0wy | /r/LocalLLaMA/comments/13tz0wy/how_do_you_train_a_model/ | false | false | default | 3 | null |
[ArXiv] The False Promise of Imitating Proprietary LLMs | 10 | https://arxiv.org/abs/2305.15717
TLDR; Initially, authors were surprised by the output quality of tested imitation models -- they appear far better at following instructions, and crowd workers rate their outputs as competitive with ChatGPT. However, when conducting more targeted automatic evaluations, we find that imi... | 2023-05-28T11:14:40 | https://www.reddit.com/r/LocalLLaMA/comments/13txx1j/arxiv_the_false_promise_of_imitating_proprietary/ | CodingButStillAlive | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13txx1j | false | null | t3_13txx1j | /r/LocalLLaMA/comments/13txx1j/arxiv_the_false_promise_of_imitating_proprietary/ | false | false | self | 10 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/0HhwdU6MKIAKjL9Y8-B_iH374a3NiPTy0ib8lmloRzA.jpg?width=108&crop=smart&auto=webp&s=2711d572cfc6c713893cf24e8c4a7344d5ad8a4c', 'width': 108}, {'height': 126, 'url': 'h... |
How big of a jump is 13B Vicuna Uncensored vs 30B Vicuna Uncensored? | 37 | [deleted] | 2023-05-28T10:57:55 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 13txljp | false | null | t3_13txljp | /r/LocalLLaMA/comments/13txljp/how_big_of_a_jump_is_13b_vicuna_uncensored_vs_30b/ | false | false | default | 37 | null | ||
Cost comparison: ChatGPT API vs Cloud-hosting Llama-based models | 6 | [deleted] | 2023-05-28T10:34:40 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 13tx6g1 | false | null | t3_13tx6g1 | /r/LocalLLaMA/comments/13tx6g1/cost_comparison_chatgpt_api_vs_cloudhosting/ | false | false | default | 6 | null | ||
How would I host a ggml model on a huggingface space and use it as an api? | 5 | Hello there, I'm quite new to this AI stuff and I'm not knowledgeable enough to know how to do this, how would I use a huggingface space as a hosting for a ggml model to inference it with an api? I'm building a bot and I'd love to use huggingface's free resources on spaces to do that.
Thank you in advance :) | 2023-05-28T10:31:55 | https://www.reddit.com/r/LocalLLaMA/comments/13tx4rk/how_would_i_host_a_ggml_model_on_a_huggingface/ | AstroEmanuele | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13tx4rk | false | null | t3_13tx4rk | /r/LocalLLaMA/comments/13tx4rk/how_would_i_host_a_ggml_model_on_a_huggingface/ | false | false | self | 5 | null |
How would I host a ggml model on a huggingface space and use it as an api? | 1 | [deleted] | 2023-05-28T10:29:08 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 13tx2yo | false | null | t3_13tx2yo | /r/LocalLLaMA/comments/13tx2yo/how_would_i_host_a_ggml_model_on_a_huggingface/ | false | false | default | 1 | null | ||
How can I merge the qloara adapter weight back to the original model? | 12 | I couldn't find it in any docs in the qloara repo. I think someone had already done this, so I'm just wondering if anyone can share some pointers. | 2023-05-28T10:23:43 | https://www.reddit.com/r/LocalLLaMA/comments/13twzp1/how_can_i_merge_the_qloara_adapter_weight_back_to/ | mzbacd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13twzp1 | false | null | t3_13twzp1 | /r/LocalLLaMA/comments/13twzp1/how_can_i_merge_the_qloara_adapter_weight_back_to/ | false | false | self | 12 | null |
LLaMa Tokenizer, where to get the tokenizer? (Python or another language is okay.) | 3 | I tried to use the one on Hugging Face Transformers library with \`LlamaTokenizerFast.from\_pretrained("hf-internal-testing/llama-tokenizer")\` but it's been running for about an hour on 70MB of text and showing no signs of ending, which is unrealistically slow and makes me think something is wrong with it.
I just wan... | 2023-05-28T09:43:37 | https://www.reddit.com/r/LocalLLaMA/comments/13twbbm/llama_tokenizer_where_to_get_the_tokenizer_python/ | Pan000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13twbbm | false | null | t3_13twbbm | /r/LocalLLaMA/comments/13twbbm/llama_tokenizer_where_to_get_the_tokenizer_python/ | false | false | self | 3 | null |
Llama-farm: Yet another local llm/openai + vector db + API integration. Chat, query over your documents, youtube and so on. | 1 | 2023-05-28T08:30:15 | https://github.com/atisharma/llama_farm | _supert_ | github.com | 1970-01-01T00:00:00 | 0 | {} | 13tv5ql | false | null | t3_13tv5ql | /r/LocalLLaMA/comments/13tv5ql/llamafarm_yet_another_local_llmopenai_vector_db/ | false | false | default | 1 | null | |
samantha-7b | 183 | Today I have released samantha-7b
[https://huggingface.co/ehartford/samantha-7b](https://huggingface.co/ehartford/samantha-7b)
Samantha has been trained in philosophy, psychology, and personal relationships.
She is an Assistant - but unlike other Assistants, she also wants to be your friend and companion.
She belie... | 2023-05-28T07:48:00 | https://www.reddit.com/r/LocalLLaMA/comments/13tuipk/samantha7b/ | faldore | self.LocalLLaMA | 2023-05-28T21:28:39 | 1 | {'gid_2': 1} | 13tuipk | false | null | t3_13tuipk | /r/LocalLLaMA/comments/13tuipk/samantha7b/ | false | false | self | 183 | {'enabled': False, 'images': [{'id': 'jzDaxm3jT9LDKQiH4XaYm2qMVCWnPYmFKYtr9hRzCMs', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/9FQYGeaE4wtLCAMZnypfSxgR_8VyvnEzHJz2nQIaptY.jpg?width=108&crop=smart&auto=webp&s=4dd6f981abbb2e2a1d3f286a69d5704bf7eefb7f', 'width': 108}, {'height': 116, 'url': 'h... |
Fine-tuning the 13B wizard model with a small amount of dataset and achieving GPT-4 level results? | 4 | Just kidding, I did a small experiment of fine-tuning on the more promising model 13b wizard to see if I can get some improvement for my use case. After the fine-tuning, I got the model to answer a typescript-related question:
\`\`\`
Implement Add<A,B> to get the sum of two positive integers.
type A = Add<1,2> //... | 2023-05-28T04:46:31 | https://www.reddit.com/r/LocalLLaMA/comments/13trngu/finetuning_the_13b_wizard_model_with_a_small/ | mzbacd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13trngu | false | null | t3_13trngu | /r/LocalLLaMA/comments/13trngu/finetuning_the_13b_wizard_model_with_a_small/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'buRwCAVTZJwQyLro26K9WJOT4qVgiHKNP4GwmijQYNE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/M0iriqN54dthZH2Yym-z2-ABhffY6ZvGlH9bWHqdg7U.jpg?width=108&crop=smart&auto=webp&s=7dc9bfd601cd702842e85519923f7e2258ad3ea5', 'width': 108}, {'height': 108, 'url': 'h... |
From your experience, what are the differences of the Llama models? | 21 | I've been testing a lot of Llama models recently and there'a been a bunch of new models that has been released. (Mostly for chat and rp)
Honestly as of right now I don't notice much difference from the top models except for a few minor things
Wizardlm 30b is very coherent but imo it's too much by the book. It's like ... | 2023-05-28T03:04:21 | https://www.reddit.com/r/LocalLLaMA/comments/13tpsjo/from_your_experience_what_are_the_differences_of/ | AdministrativeLie745 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13tpsjo | false | null | t3_13tpsjo | /r/LocalLLaMA/comments/13tpsjo/from_your_experience_what_are_the_differences_of/ | false | false | self | 21 | null |
Gorilla 7B: Large Language Model Connected with Massive APIs | 123 | An interesting new, special-use-case model, from another research team at Microsoft!
# Gorilla: Large Language Model Connected with Massive APIs
Gorilla enables LLMs to use tools by invoking APIs. Given a natural language query, Gorilla can write a semantically- and syntactically- correct API to invoke. With Gorilla,... | 2023-05-28T02:27:20 | https://www.reddit.com/r/LocalLLaMA/comments/13tp2yc/gorilla_7b_large_language_model_connected_with/ | The-Bloke | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13tp2yc | false | null | t3_13tp2yc | /r/LocalLLaMA/comments/13tp2yc/gorilla_7b_large_language_model_connected_with/ | false | false | 123 | null | |
Which database to use for semantic search? | 17 | There's pinencone, redis, chroma, weaviate, qdrant, which vector database should I use? And whats a good library for creating embeddings other than openai's api, my credits expired :( | 2023-05-28T02:27:07 | https://www.reddit.com/r/LocalLLaMA/comments/13tp2sr/which_database_to_use_for_semantic_search/ | CompetitiveSal | self.LocalLLaMA | 2023-05-28T02:48:48 | 0 | {} | 13tp2sr | false | null | t3_13tp2sr | /r/LocalLLaMA/comments/13tp2sr/which_database_to_use_for_semantic_search/ | false | false | self | 17 | null |
Excited to share my ambitious free and open-source library for connecting AI, human, and computing systems. | 65 | Hello r/LocalLLaMa! My name's Dan. I'm a programmer and a lurker.
I know it's hard to keep up with all the announcements these days, but I'm excited to share a free and open source python project I've been working really hard on that I'm hoping others will find useful.
I've come up with a small framework to make it e... | 2023-05-28T01:37:16 | https://www.reddit.com/r/LocalLLaMA/comments/13to5ek/excited_to_share_my_ambitious_free_and_opensource/ | helloimop | self.LocalLLaMA | 2023-07-19T04:12:20 | 0 | {} | 13to5ek | false | null | t3_13to5ek | /r/LocalLLaMA/comments/13to5ek/excited_to_share_my_ambitious_free_and_opensource/ | false | false | self | 65 | {'enabled': False, 'images': [{'id': 'm6th8V7E7zzx2CCzdbrW9zvqJWfFxufjUAokKdD9Qaw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/U0vhJWc4IXjR4hRqBe6o2Nlz4dpXZqMTmclZj9vSukc.jpg?width=108&crop=smart&auto=webp&s=875dcf7e2c9c07458396f503d7cf2976a3c33503', 'width': 108}, {'height': 108, 'url': 'h... |
Clean QLoRA training: best LLaMA model and stop tokens | 11 | Now that we have more efficient training, I'm hoping we'll see a lot of people experimenting with training on various data sets. But one thing I've noticed is that some models are very clean in stopping their text generation and some aren't. So far, working with the alpaca-clean data set on some experiments, my models ... | 2023-05-28T00:40:11 | https://www.reddit.com/r/LocalLLaMA/comments/13tmzyt/clean_qlora_training_best_llama_model_and_stop/ | synn89 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13tmzyt | false | null | t3_13tmzyt | /r/LocalLLaMA/comments/13tmzyt/clean_qlora_training_best_llama_model_and_stop/ | false | false | self | 11 | null |
bigcode/tiny_starcoder_py is a 159M parameter model that runs on 2GB GPU and can generate python code | 106 | 2023-05-28T00:08:30 | https://huggingface.co/bigcode/tiny_starcoder_py | kryptkpr | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 13tmben | false | null | t3_13tmben | /r/LocalLLaMA/comments/13tmben/bigcodetiny_starcoder_py_is_a_159m_parameter/ | false | false | 106 | {'enabled': False, 'images': [{'id': 'skL8XaRgbph-If49YabPslxfX2-TYPst2mEwzCn1KFM', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/uG6KI5FYrclX3wi2Vx3W2RSyMmb5kpaCsLCDhamu27I.jpg?width=108&crop=smart&auto=webp&s=bf724196785ca2ad0d8afdfac02896af1d4a958d', 'width': 108}, {'height': 116, 'url': 'h... | ||
Voice to text | 6 | Hi! I’m looking to record all of my conversations locally to develop my own library of context to train a future model on. Essentially create a model that represents me.
Any tools or peripherals out there that could do this currently? | 2023-05-27T22:30:07 | https://www.reddit.com/r/LocalLLaMA/comments/13tk409/voice_to_text/ | Mnimmo90 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13tk409 | false | null | t3_13tk409 | /r/LocalLLaMA/comments/13tk409/voice_to_text/ | false | false | self | 6 | null |
Red Pajamas 7b is not good. It is very bad in chat mode (refuses to answer questions and perform requests). `QA`mode works better, but it produces nasty and bigoted answers. Although vicuna says nasty things to, unless explicitly prompted to be nice. | 0 | 2023-05-27T21:19:22 | NancyAurum | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 13tiiu0 | false | null | t3_13tiiu0 | /r/LocalLLaMA/comments/13tiiu0/red_pajamas_7b_is_not_good_it_is_very_bad_in_chat/ | false | false | default | 0 | null | ||
Best instruct model recommendations to use with T4? | 0 | [removed] | 2023-05-27T21:09:57 | https://www.reddit.com/r/LocalLLaMA/comments/13tib0v/best_instruct_model_recommendations_to_use_with_t4/ | emissaryo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13tib0v | false | null | t3_13tib0v | /r/LocalLLaMA/comments/13tib0v/best_instruct_model_recommendations_to_use_with_t4/ | false | false | default | 0 | null |
LLM Battle Arena: Week 4 | 14 | 2023-05-27T21:06:07 | https://lmsys.org/blog/2023-05-25-leaderboard/ | ninjasaid13 | lmsys.org | 1970-01-01T00:00:00 | 0 | {} | 13ti7u1 | false | null | t3_13ti7u1 | /r/LocalLLaMA/comments/13ti7u1/llm_battle_arena_week_4/ | false | false | 14 | {'enabled': False, 'images': [{'id': 'Q1MF8IN_UA9pU4tqvD1hEdePlazYPLTs893pR_vAxGU', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/5DnJwNTgOVdEaq3w-j17t1fdG_WOO8KiqSkSylheX5k.jpg?width=108&crop=smart&auto=webp&s=563cdab161ef7a0db1d99480a17e1e0a964713a8', 'width': 108}, {'height': 216, 'url': '... | ||
How to squeeze more speed with my hardware? | 5 | Hi, I was reading posts about new models and decided to try the new guanaco one. Pretty impressive, I tested with conversation I had with ChatGPT and the responses were, I would say, equals in quality. I'm a newbie so take this with a grain of salt.
One big problem though, it's incredibly slow... It takes a good 8 sec... | 2023-05-27T21:01:03 | https://www.reddit.com/r/LocalLLaMA/comments/13ti3dh/how_to_squeeze_more_speed_with_my_hardware/ | SebSenseGreen | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13ti3dh | false | null | t3_13ti3dh | /r/LocalLLaMA/comments/13ti3dh/how_to_squeeze_more_speed_with_my_hardware/ | false | false | self | 5 | null |
Guide for LoRA training? | 12 | Hi guys, basically the title. I have a general idea of what needs to be done, but not specifics - is there a program that does the training or is it command line? Does unstructured data (like a book) work or should it be prompt/response? How can I separate conversations in the data?
Any advice/direction would be appre... | 2023-05-27T20:26:15 | https://www.reddit.com/r/LocalLLaMA/comments/13thajr/guide_for_lora_training/ | Equal_Station2752 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13thajr | false | null | t3_13thajr | /r/LocalLLaMA/comments/13thajr/guide_for_lora_training/ | false | false | self | 12 | null |
What's your personal lowest acceptable tokens/second? | 11 | I recently acquired 64GB of RAM and 24GB of VRAM, so I'm in the position of running any LLaMa under the sun besides 65B purely on GPU. I was experimenting with the pros and cons of running 33B on GPTQ versus 65B on GGML with 45 layers offloaded to GPU. The 65B had some slightly more intelligent responses, but the speed... | 2023-05-27T19:36:18 | https://www.reddit.com/r/LocalLLaMA/comments/13tg5cs/whats_your_personal_lowest_acceptable_tokenssecond/ | LeifEriksonASDF | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13tg5cs | false | null | t3_13tg5cs | /r/LocalLLaMA/comments/13tg5cs/whats_your_personal_lowest_acceptable_tokenssecond/ | false | false | self | 11 | null |
The most effective way to tell a text completion model what to do? | 4 | I've been experimenting with the WizardLM-30B-Uncensored and it seems very promising but I'm not sure if I'm following best practices when prompting it. I previously used OpenAI ChatGPT API where I put into the system message clear instructions on what the model should focus on and what format to output its message. It... | 2023-05-27T18:53:25 | https://www.reddit.com/r/LocalLLaMA/comments/13tf5vh/the_most_effective_way_to_tell_a_text_completion/ | Dogeboja | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13tf5vh | false | null | t3_13tf5vh | /r/LocalLLaMA/comments/13tf5vh/the_most_effective_way_to_tell_a_text_completion/ | false | false | self | 4 | null |
I've made a customisable SMS personal assistant which has infinite and persistent semantic memory. | 33 | Hi all,
I'm wanted to share a project I've been working on. It's somewhat similar to 'Diamond Age', where I've tried to create an AI assistant akin to the primer.
The project uses Python GSM Modem, Langchain, and Pinecone, incorporating OpenAI Embeddings to consistently extract and store entities. The more informatio... | 2023-05-27T18:09:50 | https://www.reddit.com/r/LocalLLaMA/comments/13te61v/ive_made_a_customisable_sms_personal_assistant/ | Gromchoices | self.LocalLLaMA | 2023-05-27T18:13:38 | 0 | {} | 13te61v | false | null | t3_13te61v | /r/LocalLLaMA/comments/13te61v/ive_made_a_customisable_sms_personal_assistant/ | false | false | self | 33 | {'enabled': False, 'images': [{'id': 'YX9MTaNNBdcXebhxtePecvYulLZz-YMQse6wwKM7r8w', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/s8L56-EOhEOWdtNzVv90Um67amweeScE5d8t-dIEDCA.jpg?width=108&crop=smart&auto=webp&s=d13901d6a3b6b64e90ae19843a7f603b41dd15d8', 'width': 108}, {'height': 108, 'url': 'h... |
Has anyone been able to train their own model on private data? | 16 | I see so many guides out there but none that give step by step.
For those who have successfully created a model, what kind of hardware are we talking about?
I’m familiar with fine tuning (been using langchain + local / opeani as llm)
But curious to know if training a model is better accuracy wise.
Thanks in advance! | 2023-05-27T17:36:59 | https://www.reddit.com/r/LocalLLaMA/comments/13tdewu/has_anyone_been_able_to_train_their_own_model_on/ | gobiJoe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13tdewu | false | null | t3_13tdewu | /r/LocalLLaMA/comments/13tdewu/has_anyone_been_able_to_train_their_own_model_on/ | false | false | self | 16 | null |
LLaMA tokenizer: is a JavaScript implementation available anywhere? | 4 | I'm looking for a JavaScript implementation of the LLaMA tokenizer. I'm sure somebody has ported it to JS, but I haven't found anything?
Edit: Nope, there wasn't a JS LLaMA tokenizer available, so I made one: [https://github.com/belladoreai/llama-tokenizer-js](https://github.com/belladoreai/llama-tokenizer-js) | 2023-05-27T17:30:38 | https://www.reddit.com/r/LocalLLaMA/comments/13td9r0/llama_tokenizer_is_a_javascript_implementation/ | belladorexxx | self.LocalLLaMA | 2023-06-13T13:36:58 | 0 | {} | 13td9r0 | false | null | t3_13td9r0 | /r/LocalLLaMA/comments/13td9r0/llama_tokenizer_is_a_javascript_implementation/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 't5BYImubexnZbSs3UMfYWIEQSAIwcB_4G44jxoPka2g', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/0jNYJSjGcx4GrMRq-b-9vMiXKWJpYMhS6vxSoBKXEWk.jpg?width=108&crop=smart&auto=webp&s=df91c49afd9f6de58616898380c72ae6a948f937', 'width': 108}, {'height': 108, 'url': 'h... |
anyone interested in teaming up for improving open soruce LLM quality to work as a team | 1 | [removed] | 2023-05-27T16:44:08 | https://www.reddit.com/r/LocalLLaMA/comments/13tc608/anyone_interested_in_teaming_up_for_improving/ | UnitedDictatorland | self.LocalLLaMA | 2023-05-27T16:47:43 | 0 | {} | 13tc608 | false | null | t3_13tc608 | /r/LocalLLaMA/comments/13tc608/anyone_interested_in_teaming_up_for_improving/ | false | false | default | 1 | null |
What would be the most helpful? | 1 | With new models, new repos, and libraries to work with them coming count daily. It seems hard to imagine what next? I’m interested in what everyone thinks what the next most helpful/move forward project or idea would be at this point? | 2023-05-27T16:40:25 | https://www.reddit.com/r/LocalLLaMA/comments/13tc2o9/what_would_be_the_most_helpful/ | Jl_btdipsbro | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13tc2o9 | false | null | t3_13tc2o9 | /r/LocalLLaMA/comments/13tc2o9/what_would_be_the_most_helpful/ | false | false | self | 1 | null |
WizardLM 13B 1.0 quantised for local LLMing | 206 | WizardLM have put out their long-awaited 13B training; for further details see this post: [https://www.reddit.com/r/LocalLLaMA/comments/13t8elc/official\_wizardlm13b\_model\_trained\_with\_250k/](https://www.reddit.com/r/LocalLLaMA/comments/13t8elc/official_wizardlm13b_model_trained_with_250k/)
I have done my thing an... | 2023-05-27T16:35:08 | https://www.reddit.com/r/LocalLLaMA/comments/13tbxzh/wizardlm_13b_10_quantised_for_local_llming/ | The-Bloke | self.LocalLLaMA | 2023-05-27T16:43:32 | 0 | {} | 13tbxzh | false | null | t3_13tbxzh | /r/LocalLLaMA/comments/13tbxzh/wizardlm_13b_10_quantised_for_local_llming/ | false | false | self | 206 | {'enabled': False, 'images': [{'id': 'BeAV9WboVW1jkTm30wLe8skJ-p66Rf_ev-fuEKOIdyI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/5sl7AUOJ1sWHe7SVxIID19ezUBc7iiT92UAa4tda7kw.jpg?width=108&crop=smart&auto=webp&s=2b1c8c1942bd5abef6af2fce02a408860f68ff67', 'width': 108}, {'height': 116, 'url': 'h... |
LORA question | 6 | I’ve wanted to train a LORA for a while, but I haven’t been sure how it works in terms of the data you give it. Say you want give it a bunch of poems that cover a topic, can you just give it raw poems or do you have to give it, for example, a list of what topics the poem is too? I want to be able to state “write a poem... | 2023-05-27T16:25:45 | https://www.reddit.com/r/LocalLLaMA/comments/13tbppy/lora_question/ | maxiedaniels | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13tbppy | false | null | t3_13tbppy | /r/LocalLLaMA/comments/13tbppy/lora_question/ | false | false | self | 6 | null |
Local LLM to learn, explore and use for commercial purpose | 8 | I work in a software organization in non-AI role and have some understanding into AI/ML concepts.
For my own learning and to do a certain POC (proof of concept), I am thinking to get local LLM in my laptop. How can I possibly go abt it if following are my requirements:
1. Hardware constraint: It should run on persona... | 2023-05-27T16:08:53 | https://www.reddit.com/r/LocalLLaMA/comments/13tbb0o/local_llm_to_learn_explore_and_use_for_commercial/ | meet20hal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13tbb0o | false | null | t3_13tbb0o | /r/LocalLLaMA/comments/13tbb0o/local_llm_to_learn_explore_and_use_for_commercial/ | false | false | self | 8 | null |
Using Llama for private data/knowledge base | 26 | This space is exploding at a tremendous speed, with newer models coming out almost daily. Although this is really groundbreaking, but my question is more towards its practical use cases. For instance, my use case is to use these models (for now I am using Vicuna) to create a chatbot over my own private knowledgebase. F... | 2023-05-27T16:00:55 | https://www.reddit.com/r/LocalLLaMA/comments/13tb3n6/using_llama_for_private_dataknowledge_base/ | OpportunityProper252 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13tb3n6 | false | null | t3_13tb3n6 | /r/LocalLLaMA/comments/13tb3n6/using_llama_for_private_dataknowledge_base/ | false | false | self | 26 | null |
Is it possible to combine Radeon+nVidia GPUs at the same time for inference? | 1 | [removed] | 2023-05-27T15:19:44 | https://www.reddit.com/r/LocalLLaMA/comments/13ta4ov/is_it_possible_to_combine_radeonnvidia_gpus_at/ | nodating | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13ta4ov | false | null | t3_13ta4ov | /r/LocalLLaMA/comments/13ta4ov/is_it_possible_to_combine_radeonnvidia_gpus_at/ | false | false | default | 1 | null |
Is it possible to combine Radeon+nVidia GPUs at the same time for inference? | 1 | [removed] | 2023-05-27T15:03:40 | [deleted] | 2023-05-27T15:18:25 | 0 | {} | 13t9r7q | false | null | t3_13t9r7q | /r/LocalLLaMA/comments/13t9r7q/is_it_possible_to_combine_radeonnvidia_gpus_at/ | false | false | default | 1 | null | ||
Official WizardLM-13B model trained with 250k evolved instructions! | 108 | * Today, WizardLM Team has released **Official** **WizardLM-13B** model trained with **250k** evolved instructions (from ShareGPT).
* The project repo: [https://github.com/nlpxucan/WizardLM](https://github.com/nlpxucan/WizardLM)
* Please download its delta model at [WizardLM/WizardLM-13B-1.0](https://huggingface.co/Wi... | 2023-05-27T14:05:57 | https://www.reddit.com/r/LocalLLaMA/comments/13t8elc/official_wizardlm13b_model_trained_with_250k/ | Worth-Barnacle-7539 | self.LocalLLaMA | 2023-05-28T07:56:12 | 0 | {} | 13t8elc | false | null | t3_13t8elc | /r/LocalLLaMA/comments/13t8elc/official_wizardlm13b_model_trained_with_250k/ | false | false | 108 | {'enabled': False, 'images': [{'id': 'GaTxB_P5EuNkmYpXmquBVlsnQJ_dw4z7ZEtxyVKY_Ag', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/YEQ7L0sVFygstA8zodgIk370seyBscALoO9zjcQ5Qoc.jpg?width=108&crop=smart&auto=webp&s=4ce376cbce4ab8d6f6b263dca2b49b5549aa3c3e', 'width': 108}, {'height': 108, 'url': 'h... | |
Red Pajamas could be run on CPU with a patched GGML: https://github.com/ggerganov/ggml/pull/134 https://huggingface.co/keldenl/ Windows version needs ggml_time_init() added to main() and compiled with cmake -G 'Unix Makefiles'. aligned_alloc() could be needed too, if gcc is too old. | 13 | 2023-05-27T14:04:57 | NancyAurum | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 13t8dtn | false | null | t3_13t8dtn | /r/LocalLLaMA/comments/13t8dtn/red_pajamas_could_be_run_on_cpu_with_a_patched/ | false | false | 13 | {'enabled': True, 'images': [{'id': 'vUP2r2mDrkdlIjeW3QHC6Cc-w1PrTJhq_uVpBdJY5Kg', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/ino7o9b49f2b1.png?width=108&crop=smart&auto=webp&s=ba50db91972bae499dbb316ce3d1adb89f7ee01c', 'width': 108}, {'height': 121, 'url': 'https://preview.redd.it/ino7o9b49f2b1.png... | |||
Official WizardLM-13B model trained with 250k evolved instructions! | 1 | [removed] | 2023-05-27T14:00:14 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 13t89j5 | false | null | t3_13t89j5 | /r/LocalLLaMA/comments/13t89j5/official_wizardlm13b_model_trained_with_250k/ | false | false | default | 1 | null | ||
Can AI Code? Automatic evaluation of Python and JS coding performance of Vicuna, Wizard and other LLMs. | 52 | 2023-05-27T12:17:37 | https://github.com/the-crypt-keeper/can-ai-code/tree/main | kryptkpr | github.com | 1970-01-01T00:00:00 | 0 | {} | 13t5xpq | false | null | t3_13t5xpq | /r/LocalLLaMA/comments/13t5xpq/can_ai_code_automatic_evaluation_of_python_and_js/ | false | false | 52 | {'enabled': False, 'images': [{'id': '05u1EQqOWWOMJIaDE8BryTl8t0QswIDq1u6an-7K1Pw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/65wYKXPQ8LW-rvWpNYuzT5gt8KE5X0qbetj-tPzUdq8.jpg?width=108&crop=smart&auto=webp&s=7c44e52fe9cffece36b3479ddd0e16eab244411a', 'width': 108}, {'height': 108, 'url': 'h... | ||
So, if I connect my iPhone to LocalLLama, is it then RemoteLLama? :D | 1 | 2023-05-27T11:28:17 | https://v.redd.it/u0l1won60d2b1 | No_Wheel_9336 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 13t4yc3 | false | {'reddit_video': {'bitrate_kbps': 4800, 'dash_url': 'https://v.redd.it/u0l1won60d2b1/DASHPlaylist.mpd?a=1695091730%2COTNkYjhkMzE0YjI1N2YxNzY4MDQyMGUzYmM1ODg4NDg5MDBmZmQwNmZmNzJmOTg2Yjk3MDc4YTQxNGRhNzQ4NA%3D%3D&v=1&f=sd', 'duration': 40, 'fallback_url': 'https://v.redd.it/u0l1won60d2b1/DASH_1080.mp4?source=fallback', 'h... | t3_13t4yc3 | /r/LocalLLaMA/comments/13t4yc3/so_if_i_connect_my_iphone_to_localllama_is_it/ | false | false | default | 1 | null | |
Creating a LoRA from unstructured text | 9 | Newbie but learning.
I've got a load of unstructured text.
I've been investigating how to make LoRA with it.
The text is all speech as I am trying to improve character creation.
My question.
Should I spend the time structuring the text? Adding some context above each file etc.
For example
The following text is Bob... | 2023-05-27T11:21:52 | https://www.reddit.com/r/LocalLLaMA/comments/13t4ttx/creating_a_lora_from_unstructured_text/ | Useful-Command-8793 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13t4ttx | false | null | t3_13t4ttx | /r/LocalLLaMA/comments/13t4ttx/creating_a_lora_from_unstructured_text/ | false | false | self | 9 | null |
Building personal assistants with LocalLLaMA | 7 | I have used stablevicuna and langchain (on jupyter) to run a question answering bot on my CPU. I have two questions:
1. How do I improve the speed of response? (Any comments, thoughts will help). Should I try to run on GPU with the relevant version of stablevicuna?
2. I want to build an AutoGPT like bot locally (using... | 2023-05-27T11:18:32 | https://www.reddit.com/r/LocalLLaMA/comments/13t4ref/building_personal_assistants_with_localllama/ | anindya_42 | self.LocalLLaMA | 2023-05-29T17:48:24 | 0 | {} | 13t4ref | false | null | t3_13t4ref | /r/LocalLLaMA/comments/13t4ref/building_personal_assistants_with_localllama/ | false | false | self | 7 | null |
If your GPU sucks hard enough, CPU only can be faster than CPU + GPU | 29 | I'm running llama.cpp on a ThinkStation S30 with a Quadro K4000 - a 10 year old PC.
I compiled a version of llama.cpp for my ancient hardware: CUDA 10, no AVX2.
On running it, I found that I was able to fit up to 9 layers of the model in my tiny VRAM.
However, the fewer layers I sent to the GPU, the faster it ran.
... | 2023-05-27T11:00:54 | https://www.reddit.com/r/LocalLLaMA/comments/13t4f3m/if_your_gpu_sucks_hard_enough_cpu_only_can_be/ | Robot_Graffiti | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13t4f3m | false | null | t3_13t4f3m | /r/LocalLLaMA/comments/13t4f3m/if_your_gpu_sucks_hard_enough_cpu_only_can_be/ | false | false | self | 29 | null |
building LLM model to answer question | 4 | Hello, I'm trying to build an LLM designed to answer Star Wars questions - something like ChatGPT.I want to ask you about giving me some direction, instructions, etc. what model could be good for it. I tried to use LlamaIndex and scraped something like 36MB of data however it was too big for the indexing I guess. Also,... | 2023-05-27T10:23:39 | https://www.reddit.com/r/LocalLLaMA/comments/13t3sxn/building_llm_model_to_answer_question/ | dejw3v3 | self.LocalLLaMA | 2023-05-27T11:33:39 | 0 | {} | 13t3sxn | false | null | t3_13t3sxn | /r/LocalLLaMA/comments/13t3sxn/building_llm_model_to_answer_question/ | false | false | self | 4 | null |
preparing LLM with a lot of specific domain knowledge | 1 | [removed] | 2023-05-27T10:01:56 | https://www.reddit.com/r/LocalLLaMA/comments/13t3fxj/preparing_llm_with_a_lot_of_specific_domain/ | Intrepid-Hope4208 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13t3fxj | false | null | t3_13t3fxj | /r/LocalLLaMA/comments/13t3fxj/preparing_llm_with_a_lot_of_specific_domain/ | false | false | default | 1 | null |
Llama Lora to generate longform content | 1 | Was wondering if anyone has tried this out yet: [https://huggingface.co/akoksal/LongForm-LLaMA-7B-diff](https://huggingface.co/akoksal/LongForm-LLaMA-7B-diff)
There's a twitter thread here: [https://twitter.com/akoksal\_/status/1648248915655811075](https://twitter.com/akoksal_/status/1648248915655811075)
Is this any ... | 2023-05-27T09:21:36 | https://www.reddit.com/r/LocalLLaMA/comments/13t2siw/llama_lora_to_generate_longform_content/ | regstuff | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13t2siw | false | null | t3_13t2siw | /r/LocalLLaMA/comments/13t2siw/llama_lora_to_generate_longform_content/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'Y09Ww3JEysveeA1exdJulrTN2Al2-KLfWg8plhJQMpc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/wWdzQyGJwmhP1beluZ_EktnjDSiWT92rOqwHvtUjLAk.jpg?width=108&crop=smart&auto=webp&s=257ffd922dac0676612bfd1d19be36af750663f4', 'width': 108}, {'height': 116, 'url': 'h... |
This is a trial post | 1 | [removed] | 2023-05-27T09:12:35 | https://www.reddit.com/r/LocalLLaMA/comments/13t2nbg/this_is_a_trial_post/ | MrEloi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13t2nbg | false | null | t3_13t2nbg | /r/LocalLLaMA/comments/13t2nbg/this_is_a_trial_post/ | false | false | default | 1 | null |
Hoping for some advice based on my hardware | 2 | i9-13900k, 4070Ti, 64gb DDR5/6000
With these specs, what interfaces and models do you guys recommend I look into? I’m pretty amateur, and so far I’ve only used a few models through GPT4All, which I understand uses the CPU by default. What’s a good crash course for some other interfaces I can use with my specs, and wha... | 2023-05-27T08:57:56 | https://www.reddit.com/r/LocalLLaMA/comments/13t2e8g/hoping_for_some_advice_based_on_my_hardware/ | LuckyIngenuity | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13t2e8g | false | null | t3_13t2e8g | /r/LocalLLaMA/comments/13t2e8g/hoping_for_some_advice_based_on_my_hardware/ | false | false | self | 2 | null |
Security PSA: huggingface models are code. not just data. | 215 | Update your security model if you thought that hugggingface models are just data that you can safely run without auditing.
This is not the case, they may contain python scripts in them. The transformers library will download and run these scripts if the trust_remote_code flag/variable is True.
For example [falcon 7B]... | 2023-05-27T08:52:42 | https://www.reddit.com/r/LocalLLaMA/comments/13t2b67/security_psa_huggingface_models_are_code_not_just/ | rain5 | self.LocalLLaMA | 2023-05-27T10:18:11 | 0 | {} | 13t2b67 | false | null | t3_13t2b67 | /r/LocalLLaMA/comments/13t2b67/security_psa_huggingface_models_are_code_not_just/ | false | false | self | 215 | {'enabled': False, 'images': [{'id': '9lFAr7Y5pmabNxy6pwVsC_HoAMpeUsJmDhrV8sSFYmg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/F-0gx6eUYCOHbMcqXb5JjtpiEu7s67-wdPfYt59hrVI.jpg?width=108&crop=smart&auto=webp&s=a9fdd3c0591952266d46ec3f16b5e2b84d2f86b5', 'width': 108}, {'height': 116, 'url': 'h... |
Is there an alternative to AgentGPT that I can run on my CPU with 32 GB of RAM? | 1 | [removed] | 2023-05-27T08:52:38 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 13t2b4y | false | null | t3_13t2b4y | /r/LocalLLaMA/comments/13t2b4y/is_there_an_alternative_to_agentgpt_that_i_can/ | false | false | default | 1 | null | ||
Where do you think local LLMs will be 2 years from now? | 1 | title | 2023-05-27T07:40:29 | https://www.reddit.com/r/LocalLLaMA/comments/13t16jn/where_do_you_think_local_llms_will_be_2_years/ | Necessary_Ad_9800 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13t16jn | false | null | t3_13t16jn | /r/LocalLLaMA/comments/13t16jn/where_do_you_think_local_llms_will_be_2_years/ | false | false | self | 1 | null |
How much performance increase does using NVLink give? | 2 | I've seen a few comments saying that using NVLink between 2 3090s provides a performance boost over 2 without NVLink but I haven't seen any figures showing this, Does anyone have any numbers or more information?
I'm considering whether to add a 4090 or 3090 to an existing 3090 set up.
I initially thought it was jus... | 2023-05-27T06:44:08 | https://www.reddit.com/r/LocalLLaMA/comments/13t09kj/how_much_performance_increase_does_using_nvlink/ | Copper_Lion | self.LocalLLaMA | 2023-05-27T17:07:00 | 0 | {} | 13t09kj | false | null | t3_13t09kj | /r/LocalLLaMA/comments/13t09kj/how_much_performance_increase_does_using_nvlink/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'hRzrP-m1lWiqRsPC9clNfPnRc_tCRGpGzbHrCBCO32w', 'resolutions': [{'height': 106, 'url': 'https://external-preview.redd.it/wMpLeGDfH054hZuWgSosDWTEUtpVBrkiw11YsD9nD78.jpg?width=108&crop=smart&auto=webp&s=668e5b311d1c35aff56276238ffffbef59a34cbd', 'width': 108}, {'height': 212, 'url': '... |
Crashing when trying to load 65B 4-bit models with two 24GB GPUs (Windows 10) | 3 | [removed] | 2023-05-27T06:22:50 | https://www.reddit.com/r/LocalLLaMA/comments/13szwwz/crashing_when_trying_to_load_65b_4bit_models_with/ | EphemeralFate | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13szwwz | false | null | t3_13szwwz | /r/LocalLLaMA/comments/13szwwz/crashing_when_trying_to_load_65b_4bit_models_with/ | false | false | default | 3 | null |
what are you guys using your local LLMs for? | 18 | as the title says, I'm curious what people are using a local LLM for. I have a decently sized GPU (12GB) so I could run a simple quantized LLM. I would love to experiment with it, but I would like some use-cases that can give me ideas about what to use it on. | 2023-05-27T06:02:31 | https://www.reddit.com/r/LocalLLaMA/comments/13szk3y/what_are_you_guys_using_your_local_llms_for/ | Cunninghams_right | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13szk3y | false | null | t3_13szk3y | /r/LocalLLaMA/comments/13szk3y/what_are_you_guys_using_your_local_llms_for/ | false | false | self | 18 | null |
Testing Guanaco's Reasoning Skills - a shared conversation between chatGPT and the Guanaco 33B language model | 1 | [deleted] | 2023-05-27T05:44:32 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 13sz8rd | false | null | t3_13sz8rd | /r/LocalLLaMA/comments/13sz8rd/testing_guanacos_reasoning_skills_a_shared/ | false | false | default | 1 | null | ||
Does DDR5 load llama.ccp faster than DDR4? | 5 | [deleted] | 2023-05-27T04:41:22 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 13sy4js | false | null | t3_13sy4js | /r/LocalLLaMA/comments/13sy4js/does_ddr5_load_llamaccp_faster_than_ddr4/ | false | false | default | 5 | null | ||
Landmark Attention -> LLaMa 7B with 32k tokens! | 123 | 2023-05-27T04:38:00 | https://arxiv.org/abs/2305.16300 | jd_3d | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 13sy2bu | false | null | t3_13sy2bu | /r/LocalLLaMA/comments/13sy2bu/landmark_attention_llama_7b_with_32k_tokens/ | false | false | 123 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/0HhwdU6MKIAKjL9Y8-B_iH374a3NiPTy0ib8lmloRzA.jpg?width=108&crop=smart&auto=webp&s=2711d572cfc6c713893cf24e8c4a7344d5ad8a4c', 'width': 108}, {'height': 126, 'url': 'h... | ||
How do you highlight a small list of key points from a document? | 6 | I would like to summarize a large text document using a local LLM. Accuracy is not important, but maintaining consistency is. It's something like an extraction of creative ideas from a notes, drafts, or a personal diary. At the end, I would like a list of items or perhaps brainstorming questions. These questions could ... | 2023-05-27T04:30:54 | https://www.reddit.com/r/LocalLLaMA/comments/13sxxpe/how_do_you_highlight_a_small_list_of_key_points/ | nihnuhname | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 13sxxpe | false | null | t3_13sxxpe | /r/LocalLLaMA/comments/13sxxpe/how_do_you_highlight_a_small_list_of_key_points/ | false | false | self | 6 | null |
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