title stringlengths 1 300 | score int64 0 8.54k | selftext stringlengths 0 41.5k | created timestamp[ns]date 2023-04-01 04:30:41 2026-03-04 02:14:14 ⌀ | url stringlengths 0 878 | author stringlengths 3 20 | domain stringlengths 0 82 | edited timestamp[ns]date 1970-01-01 00:00:00 2026-02-19 14:51:53 | gilded int64 0 2 | gildings stringclasses 7
values | id stringlengths 7 7 | locked bool 2
classes | media stringlengths 646 1.8k ⌀ | name stringlengths 10 10 | permalink stringlengths 33 82 | spoiler bool 2
classes | stickied bool 2
classes | thumbnail stringlengths 4 213 ⌀ | ups int64 0 8.54k | preview stringlengths 301 5.01k ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Any WIP or available projects for web plugins for models like WizardCoder? (I searched) | 2 | Like Chat GPT's web-search plugin where the model searches the internet for compatible and coherent responses, is there any work in progress or plans or locall models/projects available that i can use?
I know AgentGPT runs on a similar premise however it uses ChatGPT API which is not local.
I think this work would pu... | 2023-07-17T05:24:51 | https://www.reddit.com/r/LocalLLaMA/comments/151sm9m/any_wip_or_available_projects_for_web_plugins_for/ | card_chase | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 151sm9m | false | null | t3_151sm9m | /r/LocalLLaMA/comments/151sm9m/any_wip_or_available_projects_for_web_plugins_for/ | false | false | self | 2 | null |
Optimizing the context abilities of LLMs by using a rolling summary | 13 | I've been messing around with KoboldCPP on my laptop. I don't know very much about the technology, and I had only used one of the original llama 7B quants so I was really impressed to see the conversational ability of the new models and frontends. I ran into a problem, though, where the model would update the prompts w... | 2023-07-17T04:48:32 | https://www.reddit.com/r/LocalLLaMA/comments/151rxol/optimizing_the_context_abilities_of_llms_by_using/ | RustRedditAlt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 151rxol | false | null | t3_151rxol | /r/LocalLLaMA/comments/151rxol/optimizing_the_context_abilities_of_llms_by_using/ | false | false | self | 13 | null |
IA3 - New LoRA-like training is out, promises full fine-tuning performance | 24 | This has been already added to PEFT and implementation should be trivial. Although the application of B&B 4-bit is still in question.
# IA3
This conceptual guide gives a brief overview of [IA3](https://arxiv.org/abs/2205.05638), a parameter-efficient fine tuning technique that is intended to improve over [LoRA](https... | 2023-07-17T02:18:02 | https://www.reddit.com/r/LocalLLaMA/comments/151ox4v/ia3_new_loralike_training_is_out_promises_full/ | FPham | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 151ox4v | false | null | t3_151ox4v | /r/LocalLLaMA/comments/151ox4v/ia3_new_loralike_training_is_out_promises_full/ | false | false | self | 24 | {'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... |
MoE locally, is it possible? | 87 | Regarding the info leaked about the GPT4 arquiteture, where it has a Mixture of Experts, would it be possible to have small experts (13b for example) for multiple subjects using llama?, where we could get advantage of multiple 13b models, being each one of them an expert in some area? | 2023-07-17T02:08:55 | https://www.reddit.com/r/LocalLLaMA/comments/151oq99/moe_locally_is_it_possible/ | JKaique2501 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 151oq99 | false | null | t3_151oq99 | /r/LocalLLaMA/comments/151oq99/moe_locally_is_it_possible/ | false | false | self | 87 | null |
Llama 8k context length on V100 | 7 | I checked out the blog [Extending Context is Hard | kaiokendev.github.io](https://kaiokendev.github.io/context) and paper from Meta [2306.15595.pdf (arxiv.org)](https://arxiv.org/pdf/2306.15595.pdf) but I was wondering if we also have code for position interpolation for Llama models. They say its just adding a line ... | 2023-07-17T01:32:41 | https://www.reddit.com/r/LocalLLaMA/comments/151nykw/llama_8k_context_length_on_v100/ | HopeElephant | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 151nykw | false | null | t3_151nykw | /r/LocalLLaMA/comments/151nykw/llama_8k_context_length_on_v100/ | false | false | self | 7 | null |
What will decide the loading speed of a model? | 9 | Hello guys
These days I am playing around
MetaIX/OpenAssistant-Llama-30b-4bit
&
TheBloke/wizardLM-13B-1.0-GPTQ
with
[**text-generation-webui**](https://github.com/oobabooga/text-generation-webui)
Loading the 13b model take few minutes, which is acceptable, but loading the 30b-4bit is extremely slow, took ar... | 2023-07-17T01:23:12 | https://www.reddit.com/r/LocalLLaMA/comments/151nr90/what_will_decide_the_loading_speed_of_a_model/ | JohnSmith004 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 151nr90 | false | null | t3_151nr90 | /r/LocalLLaMA/comments/151nr90/what_will_decide_the_loading_speed_of_a_model/ | false | false | self | 9 | {'enabled': False, 'images': [{'id': 'dq44VpF7VC1fiqYGfRl7WdR8cl3rgxGf0qmOz7_-ioI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/JzBT69J3hdSlsyjuum-qFnhdxt8zmK1R4fnwc4OOaho.jpg?width=108&crop=smart&auto=webp&s=3982d4e5053900afd007800efd82613f97257654', 'width': 108}, {'height': 108, 'url': 'h... |
An assistant that thinks he is in a call center - then forgets to switch off his phone... | 0 | 2023-07-17T01:00:05 | FPham | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 151n8kg | false | null | t3_151n8kg | /r/LocalLLaMA/comments/151n8kg/an_assistant_that_thinks_he_is_in_a_call_center/ | false | false | 0 | {'enabled': True, 'images': [{'id': 'AqZwvNPMglYTfm8OBV-I5EBZ2ms9fgALsRHqeTGeBJo', 'resolutions': [{'height': 126, 'url': 'https://preview.redd.it/e29bpod2cfcb1.jpg?width=108&crop=smart&auto=webp&s=b49aea1cb4ce504ad4ad28f8d2a2da8403e924fa', 'width': 108}, {'height': 253, 'url': 'https://preview.redd.it/e29bpod2cfcb1.jp... | |||
Stochastically Subsampled Self-Attention (SSA) | 13 | 2023-07-16T20:34:58 | https://medium.com/@m.h.nakif.bd.0/transformers-just-got-a-lot-more-efficient-and-smarter-92e3e3e4bcfa | Balance- | medium.com | 1970-01-01T00:00:00 | 0 | {} | 151gt6v | false | null | t3_151gt6v | /r/LocalLLaMA/comments/151gt6v/stochastically_subsampled_selfattention_ssa/ | false | false | 13 | {'enabled': False, 'images': [{'id': 'Qst3dMARWiWZyemxG04CSTvaXACh47WsjagIoVhFM6Y', 'resolutions': [{'height': 41, 'url': 'https://external-preview.redd.it/c_ysxkjl8SZElNLU-GWSYNuxjGG3newRhfmF6vFMJL4.jpg?width=108&crop=smart&auto=webp&s=eae8f937e20cc26176bdda7be71eb3fa60ae855a', 'width': 108}, {'height': 83, 'url': 'ht... | ||
Summarization of long transcriptions | 2 | Apologies, this is a long post. To;Dr: I want to produce summaries of RPG sessions. Please help.
I’d like to get a workflow going to summarize recordings of RPG sessions, and probably eventually do some other things with that data. I prefer to keep most of the data local, and I’m not concerned about speed (i.e. this ... | 2023-07-16T20:22:13 | https://www.reddit.com/r/LocalLLaMA/comments/151ghjg/summarization_of_long_transcriptions/ | mrgreen4242 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 151ghjg | false | null | t3_151ghjg | /r/LocalLLaMA/comments/151ghjg/summarization_of_long_transcriptions/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': '8vC3QlcRukNhHTEUGSgAlZj9tezGDi9FosZUa3iiiyc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/R3gZOHhS9Cfe-E0iMP8Oae6rOUjx1x3DHFsCb-_hClE.jpg?width=108&crop=smart&auto=webp&s=66a0cf97f56b5869c05d91e625de6278fc1df5a8', 'width': 108}, {'height': 108, 'url': 'h... |
What do y'all think is a minimum build to run 40B and 65B models locally?. | 53 | I just spent around $7000 on a Dell 7865 workstation. It's got a Threadripper Pro with 12 cores, a single A6000 (48GB RAM), 128 GB system memory, 4TB storage. I spent twice my budget and ended up with around 1/2 of what I was hoping for specwise.
I initially wanted to be able to tune and run 40B models locally, but h... | 2023-07-16T20:12:16 | https://www.reddit.com/r/LocalLLaMA/comments/151g8cd/what_do_yall_think_is_a_minimum_build_to_run_40b/ | robkkni | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 151g8cd | false | null | t3_151g8cd | /r/LocalLLaMA/comments/151g8cd/what_do_yall_think_is_a_minimum_build_to_run_40b/ | false | false | self | 53 | null |
wtf? Bard still sucks | 66 | 2023-07-16T19:39:48 | limpoko | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 151fe3g | false | null | t3_151fe3g | /r/LocalLLaMA/comments/151fe3g/wtf_bard_still_sucks/ | false | false | 66 | {'enabled': True, 'images': [{'id': 'lI-2__VCfyzUqrC9Zzu4NjRGV-xJpiCjx8yOZkjlR7s', 'resolutions': [{'height': 132, 'url': 'https://preview.redd.it/ici1oil2rdcb1.png?width=108&crop=smart&auto=webp&s=d4a72b24d6982328366dccdbeb92249628faad48', 'width': 108}, {'height': 264, 'url': 'https://preview.redd.it/ici1oil2rdcb1.pn... | |||
Does Claude 2 have a message limit now? | 2 | I have been using Claude+ and recently Claude 2, and unfortunately Claude 2 seem to have a message limit now.
I have been using Claude AIs for story writing and RPGs. They are better than GPT 3.5 and in my experience, pretty close to GPT 4 in terms of logic deduction, and definitely excels GPT 4 in terms of context wi... | 2023-07-16T18:21:55 | SwimmingSpeed3577 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 151dev9 | false | null | t3_151dev9 | /r/LocalLLaMA/comments/151dev9/does_claude_2_have_a_message_limit_now/ | false | false | 2 | {'enabled': True, 'images': [{'id': '0Fb_TerjRnAwWAwv5mQw8XSWZOppHXxsV-0PJQ7ERU8', 'resolutions': [{'height': 28, 'url': 'https://preview.redd.it/gd0tns08ddcb1.jpg?width=108&crop=smart&auto=webp&s=24a4401e2313cb53424e7b48099e6f69c4eabd9b', 'width': 108}, {'height': 56, 'url': 'https://preview.redd.it/gd0tns08ddcb1.jpg?... | ||
Did anyone try fine-tuning LLaMA using the Reddit dataset? | 54 | I remember playing around with the Reddit dataset a couple of years ago and it was huge. It is also somewhat conversational in nature so wouldn’t it make sense to use it? Did someone already try this? | 2023-07-16T18:20:49 | https://www.reddit.com/r/LocalLLaMA/comments/151ddst/did_anyone_try_finetuning_llama_using_the_reddit/ | Soli__ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 151ddst | false | null | t3_151ddst | /r/LocalLLaMA/comments/151ddst/did_anyone_try_finetuning_llama_using_the_reddit/ | false | false | self | 54 | null |
Can't compile llama-cpp-python with CLBLAST | 5 | I'm trying to get [GPU-Acceleration](https://github.com/oobabooga/text-generation-webui/blob/main/docs/llama.cpp-models.md) to work with oobabooga's webui, there it says that I just have to reinstall the llama-cpp-python in the environment and have it compile with CLBLAST.
So I have [CLBLAST](https://github.com/CNugt... | 2023-07-16T17:12:25 | https://www.reddit.com/r/LocalLLaMA/comments/151bnko/cant_compile_llamacpppython_with_clblast/ | KazaflowLM | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 151bnko | false | null | t3_151bnko | /r/LocalLLaMA/comments/151bnko/cant_compile_llamacpppython_with_clblast/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'tDPmuBn5VEHrZwkUmVYXt8r9rIPUwToqUkwRggOmjUM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/DOnSftqj4LGWEYBOAoB-3aYRkCauo5-VTetLwZyb5KI.jpg?width=108&crop=smart&auto=webp&s=3fd649d03b12e4b8ea5b16a92ec18b12c632b98a', 'width': 108}, {'height': 108, 'url': 'h... |
Some questions about training LoRAs in more effective way | 9 | Hello, everyone.
In my previous posts, I've been training LoRAs with RTX A6000 in cloud service. I'm using **TheBloke/Wizard-Vicuna-13B-Uncensored-SuperHOT-8K-fp16** as my base model.
Couple days ago, I had prepared new raw training data, which is weighted about **12MB**. It took about twenty (20!) hours to finish.... | 2023-07-16T16:50:16 | https://www.reddit.com/r/LocalLLaMA/comments/151b3b9/some_questions_about_training_loras_in_more/ | DaniyarQQQ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 151b3b9 | false | null | t3_151b3b9 | /r/LocalLLaMA/comments/151b3b9/some_questions_about_training_loras_in_more/ | false | false | self | 9 | null |
How to properly generate state of the art results with LoRa/QloRa fine-tune | 10 | I've been trying to QLoRa fine-tune several of the 7B and 13B models, and unfortunately, the results have been somewhat underwhelming. The models seem to retain some of the training data information and can make loose connections between topics, which is promising, but the overall performance doesn't quite hit the 'sta... | 2023-07-16T14:48:56 | https://www.reddit.com/r/LocalLLaMA/comments/15185ua/how_to_properly_generate_state_of_the_art_results/ | rinse_repeat_wash | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15185ua | false | null | t3_15185ua | /r/LocalLLaMA/comments/15185ua/how_to_properly_generate_state_of_the_art_results/ | false | false | self | 10 | null |
Q: Best Model/etc to install for either coding (Python Pytorch) or general usage. RTX3090. | 0 | Title says it all. Maybe answer is two , one for coding and one for general Q&A usage about various topics. For coding I hear Microsoft will be releasing PHI1, a smaller model designed purposefully for python coding, but not out yet ? I tried Vicuna 8 bit compressed, but it was horrible, and strangely way worse than th... | 2023-07-16T13:21:09 | https://www.reddit.com/r/LocalLLaMA/comments/15165tg/q_best_modeletc_to_install_for_either_coding/ | w7gg33h | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15165tg | false | null | t3_15165tg | /r/LocalLLaMA/comments/15165tg/q_best_modeletc_to_install_for_either_coding/ | false | false | self | 0 | null |
LLM Generating SQL based on detailed schema descriptions | 8 | I've been experimenting with ChatGPT 3.5 to generate SQL statements. I first feed in the database structure, give it an idea of the fields and relationships and then some instructions to use X method instead of Y method when I found certain syntax didn't work.
I gave it some instructions, for example, "write me a goog... | 2023-07-16T11:37:04 | https://www.reddit.com/r/LocalLLaMA/comments/15142dc/llm_generating_sql_based_on_detailed_schema/ | lumponmygroin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15142dc | false | null | t3_15142dc | /r/LocalLLaMA/comments/15142dc/llm_generating_sql_based_on_detailed_schema/ | false | false | self | 8 | null |
Multi model LLMs or chatbots | 7 | Lately I have implemented a search with embeddings in a GPT-3 implementation in my company for development assistance and it really made a huge difference, and with a bit of more implementation of inline verifications using GPT-3 itself with a small context, made the dev assistant more predictable and efficient, and I ... | 2023-07-16T11:30:22 | https://www.reddit.com/r/LocalLLaMA/comments/1513xwi/multi_model_llms_or_chatbots/ | khalil_ben_zineb | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1513xwi | false | null | t3_1513xwi | /r/LocalLLaMA/comments/1513xwi/multi_model_llms_or_chatbots/ | false | false | self | 7 | null |
Let's say if I want to build a PC for falcon 40b instruct inference and fine-tuning, what specification does it need to have? In terms of CPU, RAM, VRAM, and GPU. | 35 | My guess is:
* CPU: a regular top-of-the-line CPU, e.g. 13900K (No need threadripper level CPU)
* RAM: 128GB
* VRAM: 96GB
* GPU: 2 \* RTX A6000
Is this sufficient? Also, do you think a future variation of the model requires a higher specification or lower one? Another question is that, given the inference speed is s... | 2023-07-16T09:20:20 | https://www.reddit.com/r/LocalLLaMA/comments/1511ogm/lets_say_if_i_want_to_build_a_pc_for_falcon_40b/ | PrestigiousPancake | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1511ogm | false | null | t3_1511ogm | /r/LocalLLaMA/comments/1511ogm/lets_say_if_i_want_to_build_a_pc_for_falcon_40b/ | false | false | self | 35 | null |
ggml of Jerry Jalapeno's Therapy model | 24 | I assume The Bloke will upload all ggml quantization variants, but for those who like me can't wait, here is at least one ggml I'v converted and uploaded:
​
[nart-100k-7b-ggml](https://huggingface.co/phi0112358/nart-100k-7b-ggml)
​
I've only converted und uploaded this file. All the thanks for this gr... | 2023-07-16T08:57:19 | https://www.reddit.com/r/LocalLLaMA/comments/1511a46/ggml_of_jerry_jalapenos_therapy_model/ | Evening_Ad6637 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1511a46 | false | null | t3_1511a46 | /r/LocalLLaMA/comments/1511a46/ggml_of_jerry_jalapenos_therapy_model/ | false | false | self | 24 | {'enabled': False, 'images': [{'id': '_o94_aovtlz_ImNEx1DF5RqIFsU6hQMY7CrTDXMkuMA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/TjPPxU5z2Hbcp-R_jpuzBfKVdbWQOkc7C4fPlExK3sY.jpg?width=108&crop=smart&auto=webp&s=2e5450ddcee996cacfc24b127071786d7a41b300', 'width': 108}, {'height': 116, 'url': 'h... |
Trouble while using wizardLM-7b-uncensored prompt engineering | 2 | While developing the local chat AI, sometimes the user (wizardLM-7b-uncensored) mimics the app's prompt in the following way (kind of In-context learning)
My query is as follows
```
USER: Are you AI? Say yes or no
ASSISTANT: Yes, I am an artificial intelligence assistant. How can I assist you today?
USER: Tell me abou... | 2023-07-16T08:00:14 | https://www.reddit.com/r/LocalLLaMA/comments/1510b9z/trouble_while_using_wizardlm7buncensored_prompt/ | Ok-Dust-5283 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1510b9z | false | null | t3_1510b9z | /r/LocalLLaMA/comments/1510b9z/trouble_while_using_wizardlm7buncensored_prompt/ | false | false | self | 2 | null |
Guanaco 65B vs Llama 65B | 103 | Courtesy of http://chat.petals.ml | 2023-07-16T07:11:41 | https://www.reddit.com/gallery/150zh1x | Basic_Description_56 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 150zh1x | false | null | t3_150zh1x | /r/LocalLLaMA/comments/150zh1x/guanaco_65b_vs_llama_65b/ | false | false | 103 | null | |
Do you use Windows, Ubuntu, or Linux subsystems in windows for your LLM work? | 24 | Going to install a brand new host, right now I am inclined to dual boot Win+Ubuntu, but people told me Windows with subsystem can meet all Linux dev needs. Is it good for LLM? Especially for 4090 drivers, performance, would appreciate input based your experiences. | 2023-07-16T05:51:31 | https://www.reddit.com/r/LocalLLaMA/comments/150y1ug/do_you_use_windows_ubuntu_or_linux_subsystems_in/ | why_not_zoidberg_82 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 150y1ug | false | null | t3_150y1ug | /r/LocalLLaMA/comments/150y1ug/do_you_use_windows_ubuntu_or_linux_subsystems_in/ | false | false | self | 24 | null |
WizardCoder with Extended Context? | 13 | Lately with the new developments in achieving extended context (RoPE, NTK aware RoPE, Focused Transformer etc), is anyone actively trying to apply these to WizardCoder?
Amongst all the programming focused models I've tried, it's the one that comes the closest to understanding programming queries, and getting the clos... | 2023-07-16T05:47:41 | https://www.reddit.com/r/LocalLLaMA/comments/150xzdt/wizardcoder_with_extended_context/ | shrikrishna_holla | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 150xzdt | false | null | t3_150xzdt | /r/LocalLLaMA/comments/150xzdt/wizardcoder_with_extended_context/ | false | false | self | 13 | null |
Approach for Answer from QA dataset | 2 | Guys need help on approach for, I have data set of QA in CSV need well generated answers from llm using answer dataset.
As used haystack for that but answer from too short logical answer were failing.
The only condition is answer should be from dataset not llm memory | 2023-07-16T02:38:45 | https://www.reddit.com/r/LocalLLaMA/comments/150ufbs/approach_for_answer_from_qa_dataset/ | Effective_Twist6995 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 150ufbs | false | null | t3_150ufbs | /r/LocalLLaMA/comments/150ufbs/approach_for_answer_from_qa_dataset/ | false | false | self | 2 | null |
Any other fun local AI tools other than ooba and automatic1111? | 41 | I've been having a blast recently using ooba for text generation/chatbots and automatic1111 for stable diffusion, experimenting with LORAs and training my own embeddings.
What I like about those tools is that they mostly work out of the box with reasonable defaults. And I love the fact that they work locally so I don'... | 2023-07-15T23:40:17 | https://www.reddit.com/r/LocalLLaMA/comments/150qprj/any_other_fun_local_ai_tools_other_than_ooba_and/ | skocznymroczny | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 150qprj | false | null | t3_150qprj | /r/LocalLLaMA/comments/150qprj/any_other_fun_local_ai_tools_other_than_ooba_and/ | false | false | self | 41 | null |
What do you all use these open source models for? | 7 | Hey, so the title says It all basically. I've seen those awesome AI models that can answer questions very well, so i was wondering how all of you have implemented them in your life. Like do you use them on a daily basis like chatGPT or do you integrate It with nextcloud or home assistant. I really like them but I don't... | 2023-07-15T22:48:41 | https://www.reddit.com/r/LocalLLaMA/comments/150picw/what_do_you_all_use_these_open_source_models_for/ | ManuXD32 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 150picw | false | null | t3_150picw | /r/LocalLLaMA/comments/150picw/what_do_you_all_use_these_open_source_models_for/ | false | false | self | 7 | null |
Why does attention need to be fully quadratic? | 23 | We know that classic transformer-style attention requires comparing every token with every other token, which results in exponential (quadratic?) memory and compute as the context size grows.
But is it truly necessary to compare every token to every other token? Surely smarter people than me have wondered how it can ... | 2023-07-15T22:23:06 | https://www.reddit.com/r/LocalLLaMA/comments/150owmj/why_does_attention_need_to_be_fully_quadratic/ | tronathan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 150owmj | false | null | t3_150owmj | /r/LocalLLaMA/comments/150owmj/why_does_attention_need_to_be_fully_quadratic/ | false | false | self | 23 | null |
They used stochastic sparse attention to improve transformer efficiency | 4 | 2023-07-15T21:44:25 | https://medium.com/@m.h.nakif.bd.0/transformers-just-got-a-lot-more-efficient-and-smarter-92e3e3e4bcfa | InspectorOpening7828 | medium.com | 1970-01-01T00:00:00 | 0 | {} | 150nyw4 | false | null | t3_150nyw4 | /r/LocalLLaMA/comments/150nyw4/they_used_stochastic_sparse_attention_to_improve/ | false | false | 4 | {'enabled': False, 'images': [{'id': 'Qst3dMARWiWZyemxG04CSTvaXACh47WsjagIoVhFM6Y', 'resolutions': [{'height': 41, 'url': 'https://external-preview.redd.it/c_ysxkjl8SZElNLU-GWSYNuxjGG3newRhfmF6vFMJL4.jpg?width=108&crop=smart&auto=webp&s=eae8f937e20cc26176bdda7be71eb3fa60ae855a', 'width': 108}, {'height': 83, 'url': 'ht... | ||
Therapy Model Trained on 100k Synthetic Conversations | 187 | With OpenAI neutering ChatGPT's ability to provide therapy, I decided to try building a therapy LLM. Please give me feedback! Here is llama-7b trained on 100k synthetic conversations generated by gpt-3.5-turbo: [https://2a9eb68f775430e50b.gradio.live/](https://2a9eb68f775430e50b.gradio.live/)
[https://huggingface.co/j... | 2023-07-15T18:42:37 | https://www.reddit.com/r/LocalLLaMA/comments/150jlrk/therapy_model_trained_on_100k_synthetic/ | ZealousidealBlock330 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 150jlrk | false | null | t3_150jlrk | /r/LocalLLaMA/comments/150jlrk/therapy_model_trained_on_100k_synthetic/ | false | false | self | 187 | null |
Best small fine tuning dataset | 4 |
Thanks to the great effort of the open source community, we have a plethora of instructions and chat datasets and their finetuned models that are very capable while being open source and consumer hardware friendly
However, most models and datasets are English only or support a small number of languages.
If we truly ... | 2023-07-15T18:33:05 | https://www.reddit.com/r/LocalLLaMA/comments/150jd9g/best_small_fine_tuning_dataset/ | Amgadoz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 150jd9g | false | null | t3_150jd9g | /r/LocalLLaMA/comments/150jd9g/best_small_fine_tuning_dataset/ | false | false | self | 4 | null |
Best open LLM model for write codes in python? | 10 | Title, but with preference for smaller models. | 2023-07-15T17:22:32 | https://www.reddit.com/r/LocalLLaMA/comments/150hn5j/best_open_llm_model_for_write_codes_in_python/ | GG9242 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 150hn5j | false | null | t3_150hn5j | /r/LocalLLaMA/comments/150hn5j/best_open_llm_model_for_write_codes_in_python/ | false | false | self | 10 | null |
Are there any good text-to-speech tools for use with LocalLLMs? | 20 | Q in the title. Some of these tools are so good. I’d love to take it to the next level, JARVIS style. But want to keep it local so I’m not pushing out all of my info to some company.
I know whisper.cpp does speech to text which is cool, but searching the internet and this sub, I’m not seeing anything for the other way... | 2023-07-15T17:07:59 | https://www.reddit.com/r/LocalLLaMA/comments/150hahg/are_there_any_good_texttospeech_tools_for_use/ | Ok-Training-7587 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 150hahg | false | null | t3_150hahg | /r/LocalLLaMA/comments/150hahg/are_there_any_good_texttospeech_tools_for_use/ | false | false | self | 20 | null |
Llama.cpp now supports 8K context scaling after the latest merged pull request. | 169 | 2023-07-15T16:30:46 | https://github.com/ggerganov/llama.cpp/commit/6e7cca404748dd4b1a3affd0d1296e37f4ac0a6f | HalfBurntToast | github.com | 1970-01-01T00:00:00 | 0 | {} | 150gdkw | false | null | t3_150gdkw | /r/LocalLLaMA/comments/150gdkw/llamacpp_now_supports_8k_context_scaling_after/ | false | false | 169 | {'enabled': False, 'images': [{'id': 'bFDGouLmD7zm6K_uJJ6V5IFCNeU1EHqXyKuxMCiXuso', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/WNj_Gpset6ewwdXmABx-QEPknfOLK98L51kcyzvcblc.jpg?width=108&crop=smart&auto=webp&s=50066b2114c122819f8b9c4332b260cfdb028f5f', 'width': 108}, {'height': 108, 'url': 'h... | ||
Petals: decentralized inference and finetuning of LLMs | 116 | 2023-07-15T16:07:30 | https://research.yandex.com/blog/petals-decentralized-inference-and-finetuning-of-large-language-models | kryptkpr | research.yandex.com | 1970-01-01T00:00:00 | 0 | {} | 150ftob | false | null | t3_150ftob | /r/LocalLLaMA/comments/150ftob/petals_decentralized_inference_and_finetuning_of/ | false | false | 116 | {'enabled': False, 'images': [{'id': 'G64zeyahckO_jQcluqdAcB68GJYPnzmWHLRF-dnbOr8', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/XVIxj2xJw4yf4DUF35OJG5NIU1BCW1NQdNteKftW6H8.jpg?width=108&crop=smart&auto=webp&s=528d787620ef0100167e7f1f19aa356054d43448', 'width': 108}, {'height': 113, 'url': 'h... | ||
VS Code extension for code completion | 32 | Does anyone know an interesting VS Code extension project for code completion using local open source language models? I saw this open source project https://github.com/morph-labs/rift but I’m looking for something that is closer to GitHub Copilot in terms of functionality. Thanks in advance! | 2023-07-15T15:40:58 | https://www.reddit.com/r/LocalLLaMA/comments/150f6cz/vs_code_extension_for_code_completion/ | Acrobatic-Site2065 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 150f6cz | false | null | t3_150f6cz | /r/LocalLLaMA/comments/150f6cz/vs_code_extension_for_code_completion/ | false | false | self | 32 | {'enabled': False, 'images': [{'id': 'ppWMtayU_grnUec9OGkWvO-pPw0tUPbLww7P5Ak6S34', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/x3q-RbWnuS_2Gud6a0uQVxx-j_nBlHt7-qYYQwNXjHI.jpg?width=108&crop=smart&auto=webp&s=3647f8b21e99e60e6433c4b6a42af9f7590b3cb8', 'width': 108}, {'height': 108, 'url': 'h... |
Group Size / Act Order might matter less than you think: Some benchmarks | 1 | [removed] | 2023-07-15T15:30:37 | https://www.reddit.com/r/LocalLLaMA/comments/150exc3/group_size_act_order_might_matter_less_than_you/ | sequoia_42 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 150exc3 | false | null | t3_150exc3 | /r/LocalLLaMA/comments/150exc3/group_size_act_order_might_matter_less_than_you/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'EohbWG78rsS2NG3TokVdjzciCM6oyI80U2VUPvV9xtA', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/wrHXedKlASslRCM01x282vFnxtZYNQUL-ajA5P0kVXU.jpg?width=108&crop=smart&auto=webp&s=a601bf47dec35617c2fd72ec2c7a1e95dcc5ea79', 'width': 108}, {'height': 113, 'url': 'h... |
In Linux, how to check if GPU VRAM is overheating? | 1 | [removed] | 2023-07-15T15:25:26 | https://www.reddit.com/r/LocalLLaMA/comments/150et0p/in_linux_how_to_check_if_gpu_vram_is_overheating/ | gptzerozero | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 150et0p | false | null | t3_150et0p | /r/LocalLLaMA/comments/150et0p/in_linux_how_to_check_if_gpu_vram_is_overheating/ | false | false | self | 1 | null |
Iterative finetuning with Lora | 8 | I have been finetuning using QLora I got a model which is giving some decent results with 2400 steps. Now I want to resume the training with some more new training samples. Can you iteratively add more examples in this fashion without loosing the knowledge of previously learnt examples ? | 2023-07-15T13:53:26 | https://www.reddit.com/r/LocalLLaMA/comments/150cn02/iterative_finetuning_with_lora/ | False-Victory9602 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 150cn02 | false | null | t3_150cn02 | /r/LocalLLaMA/comments/150cn02/iterative_finetuning_with_lora/ | false | false | self | 8 | null |
How will you do it? | 0 | Hi fellow curious minds. I am thinking about this project where I fine-tune a base model to answer questions about a company which is stock-listed and offer this service to them. But it should be able to take in new data as well for when there are new company announcements, new stock data at the end of each market, etc... | 2023-07-15T12:19:28 | https://www.reddit.com/r/LocalLLaMA/comments/150am2p/how_will_you_do_it/ | leo-the-great | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 150am2p | false | null | t3_150am2p | /r/LocalLLaMA/comments/150am2p/how_will_you_do_it/ | false | false | self | 0 | null |
ComfyUI type of interface for pipeline development with LLaMA? | 10 | When trying to use local models, I almost always need to chain prompts in order to get the final result I’m looking for.
Lately I’ve started experimenting with chaining prompts across different models fine-tuned for different specialized tasks, incorporating other NLP for logic-based decisions, etc.
All this is poss... | 2023-07-15T11:09:52 | https://www.reddit.com/r/LocalLLaMA/comments/15098jd/comfyui_type_of_interface_for_pipeline/ | curlmytail | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 15098jd | false | null | t3_15098jd | /r/LocalLLaMA/comments/15098jd/comfyui_type_of_interface_for_pipeline/ | false | false | self | 10 | null |
Is the OpenAI moat shrinking against Open Source? | 83 | When I joined this subreddit, it was the time, when Vicuna, WizardLM, WizardVicuna etc. came out, I was able to run them locally with less efford. Then we got Falcon/RedPajama/OpenLLM as models, which can be used commercially. Every week felt ground-breaking.
But the last month felt like there was not much of that prog... | 2023-07-15T10:44:00 | https://www.reddit.com/r/LocalLLaMA/comments/1508r48/is_the_openai_moat_shrinking_against_open_source/ | Koliham | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1508r48 | false | null | t3_1508r48 | /r/LocalLLaMA/comments/1508r48/is_the_openai_moat_shrinking_against_open_source/ | false | false | self | 83 | null |
How do I change the prompt template on the GPT4All Python Bindings? (+ generic beginner fine-tuning question, pls help.) | 2 | I see on the github they’re discussing changes about making this easier. But I don’t understand the solution on how to do it now. I can see mentions of the “default header” in the [GPT4All.py](https://GPT4All.py) but I don’t understand what I’m supposed to modify.
Additionally, I need some clarification on something. ... | 2023-07-15T10:35:33 | https://www.reddit.com/r/LocalLLaMA/comments/1508lgy/how_do_i_change_the_prompt_template_on_the/ | RadioRats | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1508lgy | false | null | t3_1508lgy | /r/LocalLLaMA/comments/1508lgy/how_do_i_change_the_prompt_template_on_the/ | false | false | self | 2 | null |
Have any of you found decent laptops for this use case? | 0 | If you care about my use case, read below the break, but I’m primarily interested in what you guys went with.
——————
I need to buy a new laptop primarily for show control and travel at work, but I also want to upgrade to something that is performant with respect to local LLM experiments. Software support and in-bed u... | 2023-07-15T09:48:25 | https://www.reddit.com/r/LocalLLaMA/comments/1507qjx/have_any_of_you_found_decent_laptops_for_this_use/ | E_Snap | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1507qjx | false | null | t3_1507qjx | /r/LocalLLaMA/comments/1507qjx/have_any_of_you_found_decent_laptops_for_this_use/ | false | false | self | 0 | null |
📢Excited to announce https://github.com/intel/intel-extension-for-transformers v1.1 released. Congrats team! 🔥Supported efficient fine-tuning and inference on Xeon SPR and Habana Gaudi 🎯Enabled 4-bits LLM inference on Xeon (better than llama.cpp); improved lm-eval-harness for multiple frameworks | 75 | 2023-07-15T08:35:58 | https://github.com/intel/intel-extension-for-transformers | FHSenpai | github.com | 1970-01-01T00:00:00 | 0 | {} | 1506gl4 | false | null | t3_1506gl4 | /r/LocalLLaMA/comments/1506gl4/excited_to_announce/ | false | false | 75 | {'enabled': False, 'images': [{'id': 'fyx1wvrTIYvxXp8XNLlDTh0Kv2PFAaGOPRq0ajk16OY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/xO7SfF40bkPdefBQIkfXZNYaTMzTYphmAv_iW81HA28.jpg?width=108&crop=smart&auto=webp&s=f74b438b0c0cbad3302d192d68ab1ad18da1d4e6', 'width': 108}, {'height': 108, 'url': 'h... | ||
Run GGML models in google colab with gpr4all | 1 | It's slow but it works.
!pip -q install gpt4all
Use this code to download the model.
import requests
from pathlib import Path
from tqdm import tqdm
Path('./models/ggml-model.bin').parent.mkdir(parents=True, exist_ok=True)
# Example model. Check https://github.com/nomic-ai/gpt4a... | 2023-07-15T07:55:00 | https://www.reddit.com/r/LocalLLaMA/comments/1505qcw/run_ggml_models_in_google_colab_with_gpr4all/ | Sufficient_Run1518 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1505qcw | false | null | t3_1505qcw | /r/LocalLLaMA/comments/1505qcw/run_ggml_models_in_google_colab_with_gpr4all/ | false | false | self | 1 | null |
I've uploaded some 33B popular models merged with bhenrym14 16K LoRA! | 3 | 2023-07-15T06:45:54 | https://huggingface.co/Panchovix | panchovix | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1504h41 | false | null | t3_1504h41 | /r/LocalLLaMA/comments/1504h41/ive_uploaded_some_33b_popular_models_merged_with/ | false | false | 3 | {'enabled': False, 'images': [{'id': 'OmJ2YIgaV9Z4EA8790ooSFw3MeB_MqqU_mgScdu7Oi4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/wCC4k8kik-r1Oe_hkAmZt8ha_zvstLjkjCbhaN1xmxA.jpg?width=108&crop=smart&auto=webp&s=b9a9640fcab472b3e61358def747d9f36f05f24b', 'width': 108}, {'height': 116, 'url': 'h... | ||
Best way to extract text from PDF docs for finetuning models? | 35 | I have a bunch of (non-English) large PDF documents, and I want to extract the text out of them so I can then do finetuning of some models (not decided on which one yet), and iterate over the data.
What's the best way to take a PDF doc and convert it into Unicode, while maintaining some semblance of formatting? | 2023-07-15T05:17:00 | https://www.reddit.com/r/LocalLLaMA/comments/1502uc3/best_way_to_extract_text_from_pdf_docs_for/ | ispeakdatruf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1502uc3 | false | null | t3_1502uc3 | /r/LocalLLaMA/comments/1502uc3/best_way_to_extract_text_from_pdf_docs_for/ | false | false | self | 35 | null |
Orca-Mini V2 13B is now the 5th highest scoring 13B on Open LLM Leaderboard, with only 0.9 points behind the highest scoring, Wizard Vicuna Uncensored. Now it is the 21th highest scoring model in Open LLM Leaderboard. | 72 | 2023-07-15T00:02:30 | https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard | bot-333 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 14zwf8w | false | null | t3_14zwf8w | /r/LocalLLaMA/comments/14zwf8w/orcamini_v2_13b_is_now_the_5th_highest_scoring/ | false | false | 72 | {'enabled': False, 'images': [{'id': 'EN0-abblERL52DxeoNzcxdkhvXEwLdZMJTS58Umjs64', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/pnEIDVgN3O3UZSEZF8G101Cpm5FLu9i3k_abBlep_2c.jpg?width=108&crop=smart&auto=webp&s=6fbb309f983333cbaf528bd40f8d6ffb39877704', 'width': 108}, {'height': 116, 'url': 'h... | ||
Qlora finetuning loss goes down then up | 7 | Hi, I am doing qlora finetunes on a WizardLM 30b with alpaca style dataset and the eval loss goes down to about 1.0 at 1 epochs then starts going back up. I am running a slightly modified version of the qlora finetune script.
​
https://preview.redd.it/4vo5iuhpg0cb1.png?width=2528&format=png&auto=webp&s=583... | 2023-07-14T22:58:32 | https://www.reddit.com/r/LocalLLaMA/comments/14zux8y/qlora_finetuning_loss_goes_down_then_up/ | gptzerozero | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14zux8y | false | null | t3_14zux8y | /r/LocalLLaMA/comments/14zux8y/qlora_finetuning_loss_goes_down_then_up/ | false | false | 7 | null | |
Best Models for Chat/Companion | 37 | Hi, I'm just getting into using llama-cpp and checking out ggml models like theblokes Samantha and Wizardlm etc... I'm looking to create a personalized chatbot, one that I can create a stable persona for and give long-term memory to. I'd love to hear people's experience chatting for various llama like models and what s... | 2023-07-14T22:34:51 | https://www.reddit.com/r/LocalLLaMA/comments/14zudes/best_models_for_chatcompanion/ | jacobgolden | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14zudes | false | null | t3_14zudes | /r/LocalLLaMA/comments/14zudes/best_models_for_chatcompanion/ | false | false | self | 37 | null |
Experience with structured responses using local llamas (jsonformer, guidance, gorilla, etc?) | 14 | I was about to post a reply to [this thread](https://www.reddit.com/r/LocalLLaMA/comments/14ywnmh/gpt_code_interpreter_is_just_a_toolformer_with/), but it got me thinking that perhaps this topic deserves a thread of its own.
On the local llama front, getting LLM's to output structured responses is, at least for me, th... | 2023-07-14T21:08:12 | https://www.reddit.com/r/LocalLLaMA/comments/14zs7jp/experience_with_structured_responses_using_local/ | tronathan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14zs7jp | false | null | t3_14zs7jp | /r/LocalLLaMA/comments/14zs7jp/experience_with_structured_responses_using_local/ | false | false | self | 14 | null |
Model for business intelligence, data analysis, querying, schema awareness | 10 | I'm looking for a local or cloud hosted base model + tuning recommendations for use in an application that can take a plain English analytical prompt like "Top 100 page URLs by scroll depth", and with context of my data warehouse schema, can determine what dataset/tables and query to perform. I may also add additional ... | 2023-07-14T20:53:16 | https://www.reddit.com/r/LocalLLaMA/comments/14zrt6k/model_for_business_intelligence_data_analysis/ | Crypty | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14zrt6k | false | null | t3_14zrt6k | /r/LocalLLaMA/comments/14zrt6k/model_for_business_intelligence_data_analysis/ | false | false | self | 10 | {'enabled': False, 'images': [{'id': 'PUYR1RJqWPAYo-JUUAriIlDT7iq05e52MA3tic-2M8w', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/5axMISfCkzw4wyBR553ISL3rA9MWqyHNtEqIN18tmpQ.jpg?width=108&crop=smart&auto=webp&s=af544f2fea9be3a675bd254f0e3d0e172f8d534f', 'width': 108}, {'height': 112, 'url': 'h... |
Decent Local web crawler? | 5 | I've tried a few localGPT frameworks like LocalAI, Text-UI, and AutoGPT and none of them seem to have a decent web-crawler, as far as i could tell. Does anyone have a good recommendation for a localGPT setup that does that? Thanks! | 2023-07-14T20:20:08 | https://www.reddit.com/r/LocalLLaMA/comments/14zqyo6/decent_local_web_crawler/ | basemaly | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14zqyo6 | false | null | t3_14zqyo6 | /r/LocalLLaMA/comments/14zqyo6/decent_local_web_crawler/ | false | false | self | 5 | null |
Training Foundational models with the Speed of Qlora | 47 | [https://arxiv.org/abs/2307.05695](https://arxiv.org/abs/2307.05695)
​
le trois paragraph Claud summary:
Paragraph 1: The paper explores low-rank training techniques as an alternative approach to training large neural networks. It introduces a novel method called ReLoRA that utilizes low-rank updates to t... | 2023-07-14T19:35:36 | https://www.reddit.com/r/LocalLLaMA/comments/14zpu7m/training_foundational_models_with_the_speed_of/ | FreezeproofViola | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14zpu7m | false | null | t3_14zpu7m | /r/LocalLLaMA/comments/14zpu7m/training_foundational_models_with_the_speed_of/ | false | false | self | 47 | {'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... |
A direct comparison between llama.cpp, AutoGPTQ, ExLlama, and transformers perplexities | 146 | 2023-07-14T18:12:52 | https://oobabooga.github.io/blog/posts/perplexities/ | oobabooga4 | oobabooga.github.io | 1970-01-01T00:00:00 | 0 | {} | 14znqen | false | null | t3_14znqen | /r/LocalLLaMA/comments/14znqen/a_direct_comparison_between_llamacpp_autogptq/ | false | false | default | 146 | null | |
Qlora finetuning loss goes down then up | 1 | [removed] | 2023-07-14T18:05:44 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 14znk9l | false | null | t3_14znk9l | /r/LocalLLaMA/comments/14znk9l/qlora_finetuning_loss_goes_down_then_up/ | false | false | default | 1 | null | ||
Qlora finetuning loss goes down then up! | 1 | [removed] | 2023-07-14T17:59:59 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 14znelj | false | null | t3_14znelj | /r/LocalLLaMA/comments/14znelj/qlora_finetuning_loss_goes_down_then_up/ | false | false | default | 1 | null | ||
QLoRA for Pretraining Coming | 25 | 2023-07-14T16:59:42 | https://twitter.com/tim_dettmers/status/1679637452758355968?s=46&t=kra5MqBsEM_kbG-sZiyMJw | caesarten | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 14zlsvc | false | {'oembed': {'author_name': 'Tim Dettmers', 'author_url': 'https://twitter.com/Tim_Dettmers', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Continued pretraining with QLoRA is just around the corner! A second pretraining of models like Falcon-40B in 4-bit woul... | t3_14zlsvc | /r/LocalLLaMA/comments/14zlsvc/qlora_for_pretraining_coming/ | false | false | 25 | {'enabled': False, 'images': [{'id': 'EpcCrB5c_ymPagW1k3nntGnbJWvH6gTAHK2mT-AAYhQ', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/GmQlDN0h6qYchuR03YMliQv8abrv7qqGPzUlu7RymSU.jpg?width=108&crop=smart&auto=webp&s=d3a3d4d56e0ee1846e9ed5a45b49815ebf55a2a4', 'width': 108}], 'source': {'height': 14... | ||
Best model for writing lyrics. | 0 | Hey guys. What are the best model for help with writing song lyrics that are uncensored. | 2023-07-14T16:57:47 | https://www.reddit.com/r/LocalLLaMA/comments/14zlqty/best_model_for_writing_lyrics/ | Brarblaze | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14zlqty | false | null | t3_14zlqty | /r/LocalLLaMA/comments/14zlqty/best_model_for_writing_lyrics/ | false | false | self | 0 | null |
Best alternative to attention so far? | 39 | With the recent paper "Lost in the middle" now giving more doubts about attention, what architectures do you think are a good alternative?
For me: Hyena-hyerarchy and RWKV look promising, and hopefully will get enough attention.
RWKV with it's rnn arch gives me hope about "memory" being something that could be learned... | 2023-07-14T16:35:32 | https://www.reddit.com/r/LocalLLaMA/comments/14zl6in/best_alternative_to_attention_so_far/ | KillerX629 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14zl6in | false | null | t3_14zl6in | /r/LocalLLaMA/comments/14zl6in/best_alternative_to_attention_so_far/ | false | false | self | 39 | null |
Qlora finetuning loss goes down then up | 1 | [removed] | 2023-07-14T16:02:34 | https://www.reddit.com/r/LocalLLaMA/comments/14zkc67/qlora_finetuning_loss_goes_down_then_up/ | gptzerozero | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14zkc67 | false | null | t3_14zkc67 | /r/LocalLLaMA/comments/14zkc67/qlora_finetuning_loss_goes_down_then_up/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'cwypaW59DjJSa-KBKsrZOZLM9j_X-7q4niA6gIOGBk8', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/fxtT37yPRjz2htsvKnrQ-DPJshMi3ZcifA3T7oYVXE8.jpg?width=108&crop=smart&auto=webp&s=309899434daa150269d8aaa4f8149a1c5633d123', 'width': 108}, {'height': 113, 'url': 'h... |
I've gotten allocation on an enterprise server. Which model type has fastest inference on pure CPU/RAM ? | 23 | As stated in the title, my team has approved our test server for my experimentation. The server is actually a hadoop cluster with 64 cpu threads and 125 gb of ram. We have no cuda cores. What kind of model should I be using for the quickest inference? What I really want to know from you guys is if I should be using qua... | 2023-07-14T15:54:52 | https://www.reddit.com/r/LocalLLaMA/comments/14zk4ly/ive_gotten_allocation_on_an_enterprise_server/ | gentlecucumber | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14zk4ly | false | null | t3_14zk4ly | /r/LocalLLaMA/comments/14zk4ly/ive_gotten_allocation_on_an_enterprise_server/ | false | false | self | 23 | null |
Fine tuning llm model with tabular dataset | 5 | Can someone point me in the right direction for fine-tuning a llama model with tabular data? I want to test it using the Iris dataset. I tried QLoRa, but bitsandbytes is not working. | 2023-07-14T15:15:12 | https://www.reddit.com/r/LocalLLaMA/comments/14zj3pe/fine_tuning_llm_model_with_tabular_dataset/ | sisiwnsjhsjajzjxjs | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14zj3pe | false | null | t3_14zj3pe | /r/LocalLLaMA/comments/14zj3pe/fine_tuning_llm_model_with_tabular_dataset/ | false | false | self | 5 | null |
Anyone else think openAI's gpt4.5 will be their last? | 0 | Right now, GPT-4 from OpenAI is totally killing it in the AI game. But guess what? Big tech companies are swooping in like hungry hawks, throwing crazy money at OpenAI's brightest minds. If this keeps up, OpenAI's gonna be left with just their CEO and alignment team. Not exactly a winning lineup.
So, GPT-4 and GPT-4.5... | 2023-07-14T15:14:47 | https://www.reddit.com/r/LocalLLaMA/comments/14zj3bm/anyone_else_think_openais_gpt45_will_be_their_last/ | Classic-Dependent517 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14zj3bm | false | null | t3_14zj3bm | /r/LocalLLaMA/comments/14zj3bm/anyone_else_think_openais_gpt45_will_be_their_last/ | false | false | self | 0 | null |
People who run 65B models, what hardware are you using? | 1 | [removed] | 2023-07-14T15:11:04 | https://www.reddit.com/r/LocalLLaMA/comments/14zizwq/people_who_run_65b_models_what_hardware_are_you/ | Necessary_Ad_9800 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14zizwq | false | null | t3_14zizwq | /r/LocalLLaMA/comments/14zizwq/people_who_run_65b_models_what_hardware_are_you/ | false | false | self | 1 | null |
What cards do you use? (new to local LLMs) | 13 | Hello
are all these 3 options viable?
\- NVIDIA 4090?
\- Two 3090?
\- Borrowing A100 computational power (is that possible)?
​
Thanks | 2023-07-14T14:32:49 | https://www.reddit.com/r/LocalLLaMA/comments/14zi1cx/what_cards_do_you_use_new_to_local_llms/ | Unreal_777 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14zi1cx | false | null | t3_14zi1cx | /r/LocalLLaMA/comments/14zi1cx/what_cards_do_you_use_new_to_local_llms/ | false | false | self | 13 | null |
LLaMa Tokenizer Running Live in Javascript (you can type and it'll tokenize it instantly) | 15 | 2023-07-14T14:02:57 | https://bot.co/tokenmonster/?a=llama&b=englishcode-32000-strict-v1&text=alice | Pan000 | bot.co | 1970-01-01T00:00:00 | 0 | {} | 14zhaxx | false | null | t3_14zhaxx | /r/LocalLLaMA/comments/14zhaxx/llama_tokenizer_running_live_in_javascript_you/ | false | false | default | 15 | null | |
AI's Are Theft. Let's Fix Them With Generosity. | 0 | 2023-07-14T13:05:54 | https://gethisword.com/tech/makinglegalais.html | heswithjesus | gethisword.com | 1970-01-01T00:00:00 | 0 | {} | 14zfzb2 | false | null | t3_14zfzb2 | /r/LocalLLaMA/comments/14zfzb2/ais_are_theft_lets_fix_them_with_generosity/ | false | false | default | 0 | null | |
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners | 26 | 2023-07-14T12:28:21 | https://github.com/seonghyeonye/Flipped-Learning | kryptkpr | github.com | 1970-01-01T00:00:00 | 0 | {} | 14zf510 | false | null | t3_14zf510 | /r/LocalLLaMA/comments/14zf510/guess_the_instruction_flipped_learning_makes/ | false | false | 26 | {'enabled': False, 'images': [{'id': 'vYihP8dS4gLkSfPIzSzG_X_1k5KMOPucBJcRXuItcEc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/PPrTdZrtnRanFZwZ7iTmJaJDSxiJWwWUod7XCxm7rOU.jpg?width=108&crop=smart&auto=webp&s=5ee0b37241e482409c94b8f50e6a406a2b8babe6', 'width': 108}, {'height': 108, 'url': 'h... | ||
Prompt Engineering: How to get open source LLMs to just return a single value or JSON output? | 28 | I’m trying the airoboros 33B model and other similar models but given a task they always give lengthy explanations which makes it harder to use as an API that can extract the result. Even after saying only return a value etc. they either stop working or don’t listen. Anyone has any insight? | 2023-07-14T11:58:42 | https://www.reddit.com/r/LocalLLaMA/comments/14zei4q/prompt_engineering_how_to_get_open_source_llms_to/ | RepresentativeOdd276 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14zei4q | false | null | t3_14zei4q | /r/LocalLLaMA/comments/14zei4q/prompt_engineering_how_to_get_open_source_llms_to/ | false | false | self | 28 | null |
LLaMA-65B on Google colab | 11 | Has anybody tried using the petals library to run llama models?
Is that good? | 2023-07-14T11:20:34 | https://github.com/bigscience-workshop/petals#check-out-tutorials-examples-and-more | Sufficient_Run1518 | github.com | 1970-01-01T00:00:00 | 0 | {} | 14zdqni | false | null | t3_14zdqni | /r/LocalLLaMA/comments/14zdqni/llama65b_on_google_colab/ | false | false | 11 | {'enabled': False, 'images': [{'id': 'XIwpBe6nMtfoIxWSYONUqsCDSyQt6vhYCgugSrElz-Y', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/oPN2VWN7qxnpLDY0M1Vv42xhcWL2zQmAeaX1ZFwS8cw.jpg?width=108&crop=smart&auto=webp&s=4b0267b5be0c53502ff4de484df1785d80711c7a', 'width': 108}, {'height': 108, 'url': 'h... | |
How are they not screwed | 28 | Meta leaking LLaMA, OpenAi trying to make a Computer Science student stop development, that weird guy threatening the GPT4all creator's job... it all keeps adding up. (que green day music)
Does anyone else think they're freakin' screwed and the cat is out of the bag? Now they'll forever have to compete with the entire... | 2023-07-14T11:12:14 | https://www.reddit.com/r/LocalLLaMA/comments/14zdkvx/how_are_they_not_screwed/ | rondonjohnald | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14zdkvx | false | null | t3_14zdkvx | /r/LocalLLaMA/comments/14zdkvx/how_are_they_not_screwed/ | false | false | self | 28 | null |
Can anyone recommend 30b or smaller models for any of the following use cases? | 1 | [removed] | 2023-07-14T10:50:04 | https://www.reddit.com/r/LocalLLaMA/comments/14zd4z5/can_anyone_recommend_30b_or_smaller_models_for/ | ricketpipe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14zd4z5 | false | null | t3_14zd4z5 | /r/LocalLLaMA/comments/14zd4z5/can_anyone_recommend_30b_or_smaller_models_for/ | false | false | self | 1 | null |
New embedding models from Jina AI | 2 | 3 new embedding models from Jina AI | 2023-07-14T10:34:57 | https://twitter.com/bo_wangbo/status/1678742625887592448?s=46&t=4Lg1z9tXUANCKLiHwRSk_A | Acrobatic-Site2065 | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 14zcv4q | false | {'oembed': {'author_name': 'Bo', 'author_url': 'https://twitter.com/bo_wangbo', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">We have finished 3 embedding models: small/base/large. We’re satisfied with the results as it is v1. Another 1.2 billion parameter mo... | t3_14zcv4q | /r/LocalLLaMA/comments/14zcv4q/new_embedding_models_from_jina_ai/ | false | false | 2 | {'enabled': False, 'images': [{'id': 'iG1i1dfmtwNI1jUs_bCEAiKN5_q-57ETNoeq7FuZF5E', 'resolutions': [{'height': 86, 'url': 'https://external-preview.redd.it/uISJmidbLGxog7juGGGsFiDw2YEt6CmO3Unu8lHkEbg.jpg?width=108&crop=smart&auto=webp&s=38f9752bfaedf21c6c0220ca6603e4643712d5c2', 'width': 108}], 'source': {'height': 112... | |
Which model to choose? | 2 | When I use Vicuna-7B-8K-GGML, responses are generated in 15-30 seconds, but the responses are stupid and not scripted. And when I use 13B, the response is generated in 100+ seconds, but more or less acceptable. Is there some way to balance response speed and accuracy? Which model to choose, settings, etc. I have used ... | 2023-07-14T10:31:22 | https://www.reddit.com/r/LocalLLaMA/comments/14zcsvy/which_model_to_choose/ | roman1338sf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14zcsvy | false | null | t3_14zcsvy | /r/LocalLLaMA/comments/14zcsvy/which_model_to_choose/ | false | false | self | 2 | null |
Subreddit wiki page for models | 62 | This subreddit has grown quickly, and we're nearing 40,000 members. This great community wouldn't be possible without every single one of you, and thank you all for being here as we push the progress of locally run LLMs.
One of the most common suggestions I see is a sub wiki linking to models. For anyone who doesn't k... | 2023-07-14T09:50:21 | https://www.reddit.com/r/LocalLLaMA/comments/14zc22d/subreddit_wiki_page_for_models/ | Civil_Collection7267 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14zc22d | false | null | t3_14zc22d | /r/LocalLLaMA/comments/14zc22d/subreddit_wiki_page_for_models/ | false | false | self | 62 | {'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... |
Can I locally train and run a model for my docs? | 0 | I am a noob ao bear with me. Have been using gpt 4 but have many ideas that are not being satisfied by it.
I started tinkering with open source models recently and realized what I am sure most of you already did, that locally run open source models are better suited for.
My question is, what model would you use to r... | 2023-07-14T07:38:22 | https://www.reddit.com/r/LocalLLaMA/comments/14z9qqi/can_i_locally_train_and_run_a_model_for_my_docs/ | staladine | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14z9qqi | false | null | t3_14z9qqi | /r/LocalLLaMA/comments/14z9qqi/can_i_locally_train_and_run_a_model_for_my_docs/ | false | false | self | 0 | null |
FTC investigates OpenAI over data leak and ChatGPT’s inaccuracy | 10 | 2023-07-14T07:34:38 | https://www.washingtonpost.com/technology/2023/07/13/ftc-openai-chatgpt-sam-altman-lina-khan/ | fallingdowndizzyvr | washingtonpost.com | 1970-01-01T00:00:00 | 0 | {} | 14z9od2 | false | null | t3_14z9od2 | /r/LocalLLaMA/comments/14z9od2/ftc_investigates_openai_over_data_leak_and/ | false | false | 10 | {'enabled': False, 'images': [{'id': 'iJ8DUuP6dFGlmixIRSHYb26iz1zwApb7qhjp5ifmEj4', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/EJarN-ZOGB4bLveL8iU_CxlvYgnzzSEqWS4EjqGY4Ik.jpg?width=108&crop=smart&auto=webp&s=03b2200cd1400cca1735129779d830cac4a88644', 'width': 108}, {'height': 144, 'url': 'h... | ||
What's the best model for roleplay that's AMD compatibile on Windows 10? | 4 | As the title say. I want to test with Local models, but I have a 6750XT, not an Nvidia cards. My CPU is too old to run the LMM on it (4770s, I'll change it next year with a Ryzen 5 5600x probably), so that's not an option either. Am I screwed?is there a way or do I have to dual boot Linux? | 2023-07-14T06:55:11 | https://www.reddit.com/r/LocalLLaMA/comments/14z8zmb/whats_the_best_model_for_roleplay_thats_amd/ | wolfbetter | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14z8zmb | false | null | t3_14z8zmb | /r/LocalLLaMA/comments/14z8zmb/whats_the_best_model_for_roleplay_thats_amd/ | false | false | self | 4 | null |
LLM Training | 1 | So I get most use cases for people and for those people a Large language model that has tons of parameters with tight tuning will give them impressive results... I'm curious though, if I had a usecase like training a Language model (Say Flan-T5 or some other encoder/decoder model) trying to convert a natural language s... | 2023-07-14T06:25:13 | https://www.reddit.com/r/LocalLLaMA/comments/14z8gj1/llm_training/ | BrokenKratos | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14z8gj1 | false | null | t3_14z8gj1 | /r/LocalLLaMA/comments/14z8gj1/llm_training/ | false | false | self | 1 | null |
After I started using the 32k GPT4 model, I've completely lost interest in 4K and 8K context models | 190 | Using GPT4 with a massive long-ass context window is honestly the absolutely best I've seen AI do anything. The quality shoots up massively, and it is far beyond anything. The closest I've seen is Claude 100k, but it's language is not as good, and GPT3.5 16K is good, but very clearly not as great in language, and conte... | 2023-07-14T05:55:52 | https://www.reddit.com/r/LocalLLaMA/comments/14z7x7q/after_i_started_using_the_32k_gpt4_model_ive/ | Outrageous_Onion827 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14z7x7q | false | null | t3_14z7x7q | /r/LocalLLaMA/comments/14z7x7q/after_i_started_using_the_32k_gpt4_model_ive/ | false | false | self | 190 | null |
Heard you guys were geniuses....so help me choose? | 0 | I spent the better part of a month now
creating a virtual assistant....
most of the work was just making the interface i talk with it on
but the ai part is actually really simple
im just using basic GPT api chat completion
prompt -> user ---> assistant response ----> user and so on
currently its using chat g... | 2023-07-14T04:59:30 | https://www.reddit.com/r/LocalLLaMA/comments/14z6v16/heard_you_guys_were_geniusesso_help_me_choose/ | nicealtyagotthere | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14z6v16 | false | null | t3_14z6v16 | /r/LocalLLaMA/comments/14z6v16/heard_you_guys_were_geniusesso_help_me_choose/ | false | false | self | 0 | null |
Stability AI Cofounder Says Emad Mostaque Tricked Him Into Selling Stake For $100 | 18 | 2023-07-14T04:40:47 | https://www.forbes.com/sites/kenrickcai/2023/07/13/stability-ai-cofounder-says-emad-mostaque-tricked-him-into-selling-stake-for-100/?sh=270b7fe96c90 | saintshing | forbes.com | 1970-01-01T00:00:00 | 0 | {} | 14z6icw | false | null | t3_14z6icw | /r/LocalLLaMA/comments/14z6icw/stability_ai_cofounder_says_emad_mostaque_tricked/ | false | false | 18 | {'enabled': False, 'images': [{'id': 'mYkr_7pE4j9mj1S7G7NM8oXh7e6-dmFhzIgW81TMmN8', 'resolutions': [{'height': 71, 'url': 'https://external-preview.redd.it/4e_RSHnPYY4T_9a_I85cOW-87VTTqFEtVwCMjRlE_dc.jpg?width=108&crop=smart&auto=webp&s=8b7b8919e48f11bae78b0665547c64f17fe2e19e', 'width': 108}, {'height': 143, 'url': 'h... | ||
Claude 2 - PDF upload function not working | 0 | When I first used [claude.ai](https://claude.ai) it was able to review a pdf document and give me a summary of it. The past several days it's failed to fully work. When I ask it to summarize a pdf it says:"Unfortunately I do not have access to the full text of the PDF you attached " and " I cannot provide a meaningful ... | 2023-07-14T04:36:57 | https://www.reddit.com/r/LocalLLaMA/comments/14z6fso/claude_2_pdf_upload_function_not_working/ | thetegridyfarms | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14z6fso | false | null | t3_14z6fso | /r/LocalLLaMA/comments/14z6fso/claude_2_pdf_upload_function_not_working/ | false | false | default | 0 | {'enabled': False, 'images': [{'id': '3_SpT5T0ooxCFCom6cZ6UPwNtFl7TrBMQ-36YBzTJOE', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/T_D8fo8CL9ibWncZ00fCeY48gOsgCGerSkmuTTNpW6Y.jpg?width=108&crop=smart&auto=webp&s=dc6a206464b8ea97ea02c765c1c9ba4100263366', 'width': 108}, {'height': 121, 'url': 'h... |
Can I run LocalLLaMA with my Gpu? | 0 | It's a rtx 2070 with 8gb of vram. | 2023-07-14T04:18:23 | https://www.reddit.com/r/LocalLLaMA/comments/14z62rh/can_i_run_localllama_with_my_gpu/ | MrMeeee-_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14z62rh | false | null | t3_14z62rh | /r/LocalLLaMA/comments/14z62rh/can_i_run_localllama_with_my_gpu/ | false | false | self | 0 | null |
The model weights are not tied | 2 | 2023-07-14T04:17:17 | https://www.reddit.com/gallery/14z624q | SeleucoI | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 14z624q | false | null | t3_14z624q | /r/LocalLLaMA/comments/14z624q/the_model_weights_are_not_tied/ | false | false | 2 | null | ||
PoisonGPT: Supply Chain Attack on HuggingFace | 0 | 2023-07-14T04:00:41 | https://blog.mithrilsecurity.io/poisongpt-how-we-hid-a-lobotomized-llm-on-hugging-face-to-spread-fake-news/?utm_source=tldrnewsletter | x86dragonfly | blog.mithrilsecurity.io | 1970-01-01T00:00:00 | 0 | {} | 14z5pv5 | false | null | t3_14z5pv5 | /r/LocalLLaMA/comments/14z5pv5/poisongpt_supply_chain_attack_on_huggingface/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'kNe1Ec9FSwYu0t8I_fiqKe0Bl3P6G4731hhZQ_soeNk', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/_kr88j07kaa9x06BZHmnIc0w3-NAXPe2ciBpORV6Koc.jpg?width=108&crop=smart&auto=webp&s=852030e09a99ffc343c53597578fb7861ee78b59', 'width': 108}, {'height': 121, 'url': 'h... | ||
Q: Can we teach LLM a new language with fine-tuning? | 12 | Most open source LLMs are trained heavily on English texts, I was wondering if it would be practical to teach a new language with fine-tuning (w/ or w/o Lora), and if possible, how much training is needed to reach a reasonable level. | 2023-07-14T02:37:01 | https://www.reddit.com/r/LocalLLaMA/comments/14z40u2/q_can_we_teach_llm_a_new_language_with_finetuning/ | kkimdev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14z40u2 | false | null | t3_14z40u2 | /r/LocalLLaMA/comments/14z40u2/q_can_we_teach_llm_a_new_language_with_finetuning/ | false | false | self | 12 | null |
llama.cpp extremely long pauses in generating additional tokens after initial fast generation on Mac Studio M2 Ultra 128gb RAM (due to context swapping or something context related?) | 12 | Hi All,
I bought a Mac Studio m2 ultra (partially) for the purpose of doing inference on 65b LLM models in llama.cpp. I know, I know, before you rip into me, I realize I could have bought something with CUDA support for less money but I use the Mac for other things and love the OS, energy use, form factor, noise level... | 2023-07-14T02:28:50 | https://www.reddit.com/r/LocalLLaMA/comments/14z3uoj/llamacpp_extremely_long_pauses_in_generating/ | spanielrassler | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14z3uoj | false | null | t3_14z3uoj | /r/LocalLLaMA/comments/14z3uoj/llamacpp_extremely_long_pauses_in_generating/ | false | false | self | 12 | null |
For the sake of broader appeal and quicker time to implementation, what's the absolute best off-the-shelf desktop/workstation for local LLM's, Stable Diffusion, and other AI/ML applications? Assume $10K and under. | 2 | Looking for the best plug and play type of option that'd best support tinkering inocal LLM's, Stable Diffusion, and other, more specific data analysis applications. Appreciate any insights and feedback, and please let me know if you need any additional information to be able to answer the question. | 2023-07-14T00:36:51 | https://www.reddit.com/r/LocalLLaMA/comments/14z1hma/for_the_sake_of_broader_appeal_and_quicker_time/ | LeftHandedToe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14z1hma | false | null | t3_14z1hma | /r/LocalLLaMA/comments/14z1hma/for_the_sake_of_broader_appeal_and_quicker_time/ | false | false | self | 2 | null |
Finally, a coding model between 15b starcoder and 3b replit... codegen25-7b-multi - How to quantize? | 45 | New version of Salesforce's codegen just dropped. https://huggingface.co/Salesforce/codegen25-7b-multi
I find replit to be useless, and I just can't run wizard/starcoder on my laptop cpu, the inference is way too slow. It takes 10 minutes to write something I could have googled in 5. But I'd reaaally like to try this ... | 2023-07-14T00:15:02 | https://www.reddit.com/r/LocalLLaMA/comments/14z10tm/finally_a_coding_model_between_15b_starcoder_and/ | gentlecucumber | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14z10tm | false | null | t3_14z10tm | /r/LocalLLaMA/comments/14z10tm/finally_a_coding_model_between_15b_starcoder_and/ | false | false | self | 45 | {'enabled': False, 'images': [{'id': 'eRDC_GGPPnT-9wM0GvnQuJTlMgXx_npRRvk_PwrV5ng', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/-NEz5mFGhbcLivlislMepgwT_Ug-9zwEQ2FWLqRW9ZQ.jpg?width=108&crop=smart&auto=webp&s=e8867c8d8d07c4f8e735f6d257b4f87c3fb40c05', 'width': 108}, {'height': 116, 'url': 'h... |
“Low-Resource” Text Classification: A Parameter-Free Classification Method with Compressors | 7 | 2023-07-13T22:16:28 | https://aclanthology.org/2023.findings-acl.426.pdf | IngloriousBastion | aclanthology.org | 1970-01-01T00:00:00 | 0 | {} | 14yy9ay | false | null | t3_14yy9ay | /r/LocalLLaMA/comments/14yy9ay/lowresource_text_classification_a_parameterfree/ | false | false | default | 7 | null | |
Can anyone explain this? WizardLM-33B-v1.0-Uncensored-GTPQ | 7 | For some reason this model will always say that the boiling point of water at STP is 1000 degrees Celsius, and when questioned about the sources it used, they all correctly set the value at 100 degrees. Even knowing this, the response will always be 1000 degrees and sometimes it will correct itself and say that the pre... | 2023-07-13T21:53:27 | https://www.reddit.com/r/LocalLLaMA/comments/14yxoqv/can_anyone_explain_this/ | GeeBee72 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14yxoqv | false | null | t3_14yxoqv | /r/LocalLLaMA/comments/14yxoqv/can_anyone_explain_this/ | false | false | self | 7 | null |
MPT-30B-Instruct | 29 | I know that this is purely anecdotal, but I swear I get much better reasoning out of it than with any of the LLaMa models, even 65b.
[LLaMa has never once answered this correctly for me.](https://preview.redd.it/primq6f9usbb1.png?width=879&format=png&auto=webp&s=873fac030874d9f9b7b6ce681a7cb6bfd1e0fff0)
Here is an... | 2023-07-13T21:35:59 | https://www.reddit.com/r/LocalLLaMA/comments/14yx9j9/mpt30binstruct/ | awitod | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14yx9j9 | false | null | t3_14yx9j9 | /r/LocalLLaMA/comments/14yx9j9/mpt30binstruct/ | false | false | 29 | null | |
GPT Code Interpreter is just a toolformer with jupyter built in? | 7 | who is working on the llama version? i am super interested in training llama or other Local LLMs for tool use. | 2023-07-13T21:11:34 | https://www.reddit.com/r/LocalLLaMA/comments/14ywnmh/gpt_code_interpreter_is_just_a_toolformer_with/ | polylacticacid | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14ywnmh | false | null | t3_14ywnmh | /r/LocalLLaMA/comments/14ywnmh/gpt_code_interpreter_is_just_a_toolformer_with/ | false | false | self | 7 | null |
Any research into reducing model size after fine tuning? | 4 | I am by no means an expert, I just follow a lot of different sources and one avenue of research that feels notably missing to me is reducing model size \*after\* it is fully trained and fine tuned. ie take some large general purpose LLM like LLaMa, use whatever technique to turn it into a domain expert for a specific t... | 2023-07-13T21:08:00 | https://www.reddit.com/r/LocalLLaMA/comments/14ywkc1/any_research_into_reducing_model_size_after_fine/ | IrishWilly | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14ywkc1 | false | null | t3_14ywkc1 | /r/LocalLLaMA/comments/14ywkc1/any_research_into_reducing_model_size_after_fine/ | false | false | self | 4 | null |
Is there a version control system similar to Git but for training states of LLM | 10 | Basically it should help easily commit, track, reverse model training states across members if training team. I guess it may require massive disk space in case of larger models.
If such softwate doesn't exist how do you guys store and manage training states of models ? What would be the most efficient database type to... | 2023-07-13T19:52:48 | https://www.reddit.com/r/LocalLLaMA/comments/14yum4o/is_there_a_version_control_system_similar_to_git/ | labratdream | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14yum4o | false | null | t3_14yum4o | /r/LocalLLaMA/comments/14yum4o/is_there_a_version_control_system_similar_to_git/ | false | false | self | 10 | null |
GPT4All crashes, is my CPU the problem? | 8 | I'm trying to use GPT4All on a Xeon E3 1270 v2 and downloaded Wizard 1.1 and Hermes models. Even if I write "Hi!" to the chat box, the program shows spinning circle for a second or so then crashes. I checked that this CPU only supports AVX not AVX2. I'm trying to find a list of models that require only AVX but I couldn... | 2023-07-13T19:21:34 | https://www.reddit.com/r/LocalLLaMA/comments/14ytu3g/gpt4all_crashes_is_my_cpu_the_problem/ | ex-veggian | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 14ytu3g | false | null | t3_14ytu3g | /r/LocalLLaMA/comments/14ytu3g/gpt4all_crashes_is_my_cpu_the_problem/ | false | false | self | 8 | null |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.