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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
The non-synthetic Library of Alexandria | 35 | There was a [discussion](https://www.reddit.com/r/LocalLLaMA/comments/16vruh8/with_llms_we_can_create_a_fully_opensource/) earlier about the creation of a synthetic Library of Alexandria. These efforts are commendable, but I has to wonder: aren't we doing things based on flawed laws that are in need of repair in the fi... | 2023-09-30T18:49:31 | https://www.reddit.com/r/LocalLLaMA/comments/16welch/the_nonsynthetic_library_of_alexandria/ | ultra_nymous | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16welch | false | null | t3_16welch | /r/LocalLLaMA/comments/16welch/the_nonsynthetic_library_of_alexandria/ | false | false | self | 35 | null |
Custom local agent strategies | 11 | I’ve been playing around a a lot with langchain and llama models on my M1 Max.
After learning in python, I switched over to node + typescript since that’s my area of expertise. I have a web server that I’ve been using to run test prompts and inputs for various kinds of problems, and I’ve even successfully connected it... | 2023-09-30T17:42:28 | https://www.reddit.com/r/LocalLLaMA/comments/16wcypn/custom_local_agent_strategies/ | n0vat3k | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16wcypn | false | null | t3_16wcypn | /r/LocalLLaMA/comments/16wcypn/custom_local_agent_strategies/ | false | false | self | 11 | null |
I have these specs on my laptop, what model would you recommend? | 1 | [removed] | 2023-09-30T17:36:55 | https://www.reddit.com/r/LocalLLaMA/comments/16wctxj/i_have_these_specs_on_my_laptop_what_model_would/ | forgotpasswordnewsn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16wctxj | false | null | t3_16wctxj | /r/LocalLLaMA/comments/16wctxj/i_have_these_specs_on_my_laptop_what_model_would/ | false | false | self | 1 | null |
What are u using to run gguf in cpu? | 20 | So i would like to know what people is using to run gguf only on cpu and not gpu (im not sure if possible to do it) sorry for the stupid question 😅 | 2023-09-30T17:31:59 | https://www.reddit.com/r/LocalLLaMA/comments/16wcpiz/what_are_u_using_to_run_gguf_in_cpu/ | kroryan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16wcpiz | false | null | t3_16wcpiz | /r/LocalLLaMA/comments/16wcpiz/what_are_u_using_to_run_gguf_in_cpu/ | false | false | self | 20 | null |
stablelm-3b-4e1t put a creative ending to "The Raven" | 13 | 2023-09-30T17:02:39 | platistocrates | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 16wc07h | false | null | t3_16wc07h | /r/LocalLLaMA/comments/16wc07h/stablelm3b4e1t_put_a_creative_ending_to_the_raven/ | false | false | 13 | {'enabled': True, 'images': [{'id': 'JqVhzImohiU-oPxVU1K9EOfg-f3nlfKdD6M6njVLL9o', 'resolutions': [{'height': 118, 'url': 'https://preview.redd.it/d1gzi0y7cfrb1.png?width=108&crop=smart&auto=webp&s=2e48061257fa70f01aba1318a2bf215eb5b10cd4', 'width': 108}, {'height': 236, 'url': 'https://preview.redd.it/d1gzi0y7cfrb1.pn... | |||
Any online uncensored LLMs you would recommend? | 1 | I'll look at the LLMs on HuggingChat and I think there are uncensored ones on the Kobold Horde. I don't have a powerful PC to run them on. | 2023-09-30T16:46:22 | https://www.reddit.com/r/LocalLLaMA/comments/16wbmcf/any_online_uncensored_llms_you_would_recommend/ | TheTwelveYearOld | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16wbmcf | false | null | t3_16wbmcf | /r/LocalLLaMA/comments/16wbmcf/any_online_uncensored_llms_you_would_recommend/ | false | false | self | 1 | null |
Instruction | Input | Thinking | Response | 5 | We've got a lot of models that have fine-tuned prompt formats, but are there any that deliberately add structure to the **response**?
Since we know that letting the model do chain-of-thought introductions to its responses is useful, but if you want to do something with the data afterwards it can be a pain to sort out ... | 2023-09-30T15:39:52 | https://www.reddit.com/r/LocalLLaMA/comments/16wa1gf/instruction_input_thinking_response/ | AutomataManifold | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16wa1gf | false | null | t3_16wa1gf | /r/LocalLLaMA/comments/16wa1gf/instruction_input_thinking_response/ | false | false | self | 5 | null |
Mistral 7B model answer to tshirts drying question | 78 | If 10 tshirts laid out in the sun takes 5 hours to dry, how long does it take 20 tshirts?
Assuming that the drying process is parallelizable and you have enough space to lay out all 20 tshirts at once, we can apply the same logic. If 10 tshirts take 5 hours to dry, then doubling the number of tshirts (to 20) should th... | 2023-09-30T15:21:16 | https://www.reddit.com/r/LocalLLaMA/comments/16w9laq/mistral_7b_model_answer_to_tshirts_drying_question/ | Wrong_User_Logged | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16w9laq | false | null | t3_16w9laq | /r/LocalLLaMA/comments/16w9laq/mistral_7b_model_answer_to_tshirts_drying_question/ | false | false | self | 78 | null |
In need of help with Kobold CPP -Conversation disappering. | 6 | I'm using a model to generate long conversations. I set the "Amount to Generate" to 512. However, after reaching the token limit, the generation stops. Most of the output gets deleted from the GUI, but not from the terminal. How do I fix this? I'd like the conversation to:
​
A - Continue until I reach the term... | 2023-09-30T14:52:39 | https://www.reddit.com/r/LocalLLaMA/comments/16w8uxs/in_need_of_help_with_kobold_cpp_conversation/ | No_Adhesiveness_908 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16w8uxs | false | null | t3_16w8uxs | /r/LocalLLaMA/comments/16w8uxs/in_need_of_help_with_kobold_cpp_conversation/ | false | false | self | 6 | null |
Fine tuning for prediction | 1 | I’m somewhat new to fine tuning but I want to train on historical network data and have the llm evaluate network traffic to predict a future state of a network is this possible? What would be a good base model for something like this | 2023-09-30T14:19:34 | https://www.reddit.com/r/LocalLLaMA/comments/16w817h/fine_tuning_for_prediction/ | Lonely_Engineer2361 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16w817h | false | null | t3_16w817h | /r/LocalLLaMA/comments/16w817h/fine_tuning_for_prediction/ | false | false | self | 1 | null |
codellama on #raspberry pi spitting out #metasploit commands. The aim is to spit out oneliners and outputting into bash. | 15 | 2023-09-30T14:09:22 | Purple_Session_6230 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 16w7svy | false | null | t3_16w7svy | /r/LocalLLaMA/comments/16w7svy/codellama_on_raspberry_pi_spitting_out_metasploit/ | false | false | 15 | {'enabled': True, 'images': [{'id': 'kdyv5nZ-zvUtkeuVhUhnaDLplxd50xPvFaLTMx_iA0A', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/mgmf1kp4herb1.png?width=108&crop=smart&auto=webp&s=da130dfc525e6e77c96c32213888044ee1e0b9e8', 'width': 108}, {'height': 121, 'url': 'https://preview.redd.it/mgmf1kp4herb1.png... | |||
Thanks everyone for help, currently i use what can i use | 14 | 2023-09-30T13:18:47 | Merchant_Lawrence | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 16w6nbg | false | null | t3_16w6nbg | /r/LocalLLaMA/comments/16w6nbg/thanks_everyone_for_help_currently_i_use_what_can/ | false | false | 14 | {'enabled': True, 'images': [{'id': '3GCrvL_cz8_gN6q9Hw78ZJ2y5VX4zaFwfntZ0A8xSGs', 'resolutions': [{'height': 65, 'url': 'https://preview.redd.it/b512vc2d8erb1.png?width=108&crop=smart&auto=webp&s=ec783456939c18f7fa53fbed5fb91100a09bcc53', 'width': 108}, {'height': 131, 'url': 'https://preview.redd.it/b512vc2d8erb1.png... | |||
Grammar with llama.cpp Server | 6 | Hi, anyone tried the grammar with llama.cpp server ?
With a simple example, we can try to use the json.gbnf example from the official example, like the following.
\`\`\`
from llama\_cpp.llama import Llama, LlamaGrammar
grammar = LlamaGrammar.from\_file('path/to/json.gbnf')
llm = Llama('path/to/llama-7b-chat.g... | 2023-09-30T13:08:29 | https://www.reddit.com/r/LocalLLaMA/comments/16w6faf/grammar_with_llamacpp_server/ | Similar_Tea_8349 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16w6faf | false | null | t3_16w6faf | /r/LocalLLaMA/comments/16w6faf/grammar_with_llamacpp_server/ | false | false | self | 6 | null |
Regular vs instruct | 10 | If instruct will always give us better results, why the not-instruct models even get released?
I'm seriously wondering what is their worth in my applications which are not chat-based but still want to use the LLM functionalities (without the inline follow-up / chat history concept). Do non-instruct models give any edg... | 2023-09-30T13:05:02 | https://www.reddit.com/r/LocalLLaMA/comments/16w6coc/regular_vs_instruct/ | BigHearin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16w6coc | false | null | t3_16w6coc | /r/LocalLLaMA/comments/16w6coc/regular_vs_instruct/ | false | false | self | 10 | null |
How RAM you need for each amount of VRAM? Suggestions on eGPU setup | 4 | Hello fellow llamaers,
I want to buy my setup but wanted to check a couple of things before. Currently I'm between
* Macbook air m2 16gb or 24gb of RAM
* PC notebook + GPU connected through Thunderbolt 4 (I'm thinking about Samsung Book 3 13' and RTX 3090)
My use cases would be for inference and portability/light set... | 2023-09-30T12:53:17 | https://www.reddit.com/r/LocalLLaMA/comments/16w63bn/how_ram_you_need_for_each_amount_of_vram/ | thedatawhiz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16w63bn | false | null | t3_16w63bn | /r/LocalLLaMA/comments/16w63bn/how_ram_you_need_for_each_amount_of_vram/ | false | false | self | 4 | null |
Making model personalised | 7 | I came across this [post](https://www.reddit.com/r/LocalLLaMA/comments/13j3747/tutorial_a_simple_way_to_get_rid_of_as_an_ai/) by u/Shir_man where it has been described as how to get rid of "..as an AI language model..." and making the model more personalised. This method needs each and every token id to be known in pri... | 2023-09-30T11:34:52 | https://www.reddit.com/r/LocalLLaMA/comments/16w4jlr/making_model_personalised/ | 1azytux | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16w4jlr | false | null | t3_16w4jlr | /r/LocalLLaMA/comments/16w4jlr/making_model_personalised/ | false | false | self | 7 | {'enabled': False, 'images': [{'id': 'iBCZX7D-06JDSmncQKOzh-imrce8P1GAxMh-2dSZrNA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/prwcQJtIpZ3k64UbjnVUpSivrhxo0u0OthLQf7fmm5k.jpg?width=108&crop=smart&auto=webp&s=31f59003c946462c2003879075e44ca76bd23bba', 'width': 108}, {'height': 108, 'url': 'h... |
Does GGML LLM models support langchain? | 1 | [removed] | 2023-09-30T10:56:37 | https://www.reddit.com/r/LocalLLaMA/comments/16w3vxd/does_ggml_llm_models_support_langchain/ | ianuvrat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16w3vxd | false | null | t3_16w3vxd | /r/LocalLLaMA/comments/16w3vxd/does_ggml_llm_models_support_langchain/ | false | false | self | 1 | null |
samantha-mistral-7b | 81 | Today I released two new Samantha models.
[https://huggingface.co/ehartford/samantha-mistral-7b](https://huggingface.co/ehartford/samantha-mistral-7b)
The base flavor is pretty much the Samantha you know. Only in an extremely efficient and potent 7b form.
[https://huggingface.co/ehartford/samantha-mistral-instruct-... | 2023-09-30T07:59:32 | https://www.reddit.com/r/LocalLLaMA/comments/16w111m/samanthamistral7b/ | faldore | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16w111m | false | null | t3_16w111m | /r/LocalLLaMA/comments/16w111m/samanthamistral7b/ | false | false | 81 | {'enabled': False, 'images': [{'id': 'Dh-hi7De0Nznld86SA9l93VOeiDJ5grGzKEnBvE4OVE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/oPiw-3Du7qlvKz5-dbgK_UCvCueG_j7xPhEJjoHsPw0.jpg?width=108&crop=smart&auto=webp&s=5732996d228b2c454ec5f66de9dcd5bb5cea699a', 'width': 108}, {'height': 116, 'url': 'h... | |
Deploy the Mistral 7b Generative Model on an A10 GPU on AWS | 1 | [removed] | 2023-09-30T07:09:03 | https://www.reddit.com/r/LocalLLaMA/comments/16w078q/deploy_the_mistral_7b_generative_model_on_an_a10/ | juliensalinas | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16w078q | false | null | t3_16w078q | /r/LocalLLaMA/comments/16w078q/deploy_the_mistral_7b_generative_model_on_an_a10/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'gcOFI3bFaeug4uwPBpXu4gJk2MnoT0mLEzaNvCEQFbU', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/xTOH9kYcOZrCx2KGgqds-XGt0SuEmNo9R0vd3jPCFKE.jpg?width=108&crop=smart&auto=webp&s=0a3f5c6393091d4736e8cf4f6f0784e7f5a2b9ea', 'width': 108}, {'height': 121, 'url': 'h... |
Looking for best model to fine tune for Uncensored Dating chats | 2 | Hi everyone! Looking for your suggestions about which models best in your opinion and why for uncensored dating type of chats to fine tuned ?
Money is not an issue and can be placed on A100s 80GB GPUs.
Cheers:) | 2023-09-30T06:46:07 | https://www.reddit.com/r/LocalLLaMA/comments/16vztlu/looking_for_best_model_to_fine_tune_for/ | Live-Acanthaceae4371 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vztlu | false | null | t3_16vztlu | /r/LocalLLaMA/comments/16vztlu/looking_for_best_model_to_fine_tune_for/ | false | false | self | 2 | null |
Intel ARC IPEX performance? | 8 | i just reinstalled the oobabooga webui and saw that IPEX is now one of the options during setup, this actually makes me consider swapping my 3060 in my ML server for an A770, has anyone tried inference/training on an A770?, what were speeds like? | 2023-09-30T06:35:47 | https://www.reddit.com/r/LocalLLaMA/comments/16vznmm/intel_arc_ipex_performance/ | MR_-_501 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vznmm | false | null | t3_16vznmm | /r/LocalLLaMA/comments/16vznmm/intel_arc_ipex_performance/ | false | false | self | 8 | null |
What are good langchain alternatives to train LLMs and create LLM apps? | 4 | Magentic, minichain, llfn <--- I saw these three but haven't tried them yet except for langchain. Which one do you use to rapid prototype LLMs currently? | 2023-09-30T05:09:15 | https://www.reddit.com/r/LocalLLaMA/comments/16vy6aw/what_are_good_langchain_alternatives_to_train/ | vlodia | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vy6aw | false | null | t3_16vy6aw | /r/LocalLLaMA/comments/16vy6aw/what_are_good_langchain_alternatives_to_train/ | false | false | self | 4 | null |
Mistral 7B (quantised 8bit) with tabular data | 1 | [removed] | 2023-09-30T03:32:24 | https://www.reddit.com/r/LocalLLaMA/comments/16vwec2/mistral_7b_quantised_8bit_with_tabular_data/ | ianuvrat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vwec2 | false | null | t3_16vwec2 | /r/LocalLLaMA/comments/16vwec2/mistral_7b_quantised_8bit_with_tabular_data/ | false | false | self | 1 | null |
Stability AI releases StableLM 3B, trained on 1T tokens for 4 epochs | 136 | 2023-09-30T03:08:35 | https://huggingface.co/stabilityai/stablelm-3b-4e1t | Covid-Plannedemic_ | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 16vvx5d | false | null | t3_16vvx5d | /r/LocalLLaMA/comments/16vvx5d/stability_ai_releases_stablelm_3b_trained_on_1t/ | false | false | 136 | {'enabled': False, 'images': [{'id': 'OLOAe76KelEcGAJ8UCZCDM2jdkoASgcUmuC2RjrL-XE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/6s3oDqZ_AHjJfGDw5eX1-g_Y_Il6QpLtNb9NW5pJjaY.jpg?width=108&crop=smart&auto=webp&s=43829856783a335aea360cdbdb7aa252bba4bb56', 'width': 108}, {'height': 116, 'url': 'h... | ||
Different LLAMA_CUDA config values for llama.cpp? | 10 | Anyone tested these?
This is the relevant section of the readme: https://github.com/ggerganov/llama.cpp#cublas
I finally got NVLink set up on my dual 3090 and getting 17 tok/s on 70B models which is great. Curious to know if I can go even faster.
I will do some building and testing and report back! | 2023-09-30T01:32:42 | https://www.reddit.com/r/LocalLLaMA/comments/16vtwa3/different_llama_cuda_config_values_for_llamacpp/ | 0xd00d | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vtwa3 | false | null | t3_16vtwa3 | /r/LocalLLaMA/comments/16vtwa3/different_llama_cuda_config_values_for_llamacpp/ | false | false | self | 10 | {'enabled': False, 'images': [{'id': 'DJPqvteONpGwVVw6LzaG6b8vlDa2rv2hETCaqe0z57s', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/wyCM1fHzTa-IIqHgS1QTxdSYNXn668elDj0WmYMPf_k.jpg?width=108&crop=smart&auto=webp&s=d6fa197328d583bcae7a764b40fd1214265b6852', 'width': 108}, {'height': 108, 'url': 'h... |
Training Cost Leaderboard? | 1 | Especially for language models, which can be fine tuned to do any number of things, the monetary cost of training these models is arguably one of the most important considerations that should be taken into account. Especially for the open source community which is much more limited on funds.
Additionally, with methods... | 2023-09-30T01:14:30 | https://www.reddit.com/r/LocalLLaMA/comments/16vthyx/training_cost_leaderboard/ | Dramatic_Road3570 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vthyx | false | null | t3_16vthyx | /r/LocalLLaMA/comments/16vthyx/training_cost_leaderboard/ | false | false | self | 1 | null |
Good local models for data cleaning and extraction? | 4 | Hi,
​
I want to be able to extract a schema of data from unstructured text, so I thought I'd use a local model for that, since there's no point in using a massive model when a small one will do. What are some recommendations for this use case? | 2023-09-30T00:43:30 | https://www.reddit.com/r/LocalLLaMA/comments/16vssv7/good_local_models_for_data_cleaning_and_extraction/ | ExaminationNo8522 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vssv7 | false | null | t3_16vssv7 | /r/LocalLLaMA/comments/16vssv7/good_local_models_for_data_cleaning_and_extraction/ | false | false | self | 4 | null |
What is the best open-source framework to create a synthetic and domain specific dataset for fine-tuning small models? | 1 | [removed] | 2023-09-30T00:18:00 | https://www.reddit.com/r/LocalLLaMA/comments/16vs6zu/what_is_the_best_opensource_framework_to_create_a/ | Separate-Still3770 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vs6zu | false | null | t3_16vs6zu | /r/LocalLLaMA/comments/16vs6zu/what_is_the_best_opensource_framework_to_create_a/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'HLTQ2Io4n-agFuTu1AKgU1unD5v0xYfSV8JVgdBjrig', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/MZ4PSRPeTEpPzDVerFuXOsGGcA18nclVzJgd0s_51cM.jpg?width=108&crop=smart&auto=webp&s=1f15ac727a32de12dcc708870423c1e89f4d0068', 'width': 108}, {'height': 116, 'url': 'h... |
With LLMs we can create a fully open-source Library of Alexandria. | 126 | I recently generated 650,000 unique synthetic textbook samples from a diverse span of courses, kindergarten through graduate school. I shared them with the community for feed back previously and now there is a really [cool training attempt](https://www.reddit.com/r/LocalLLaMA/comments/16vk266/ml1_preview_phi_115_repro... | 2023-09-30T00:03:49 | https://www.reddit.com/r/LocalLLaMA/comments/16vruh8/with_llms_we_can_create_a_fully_opensource/ | docsoc1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vruh8 | false | null | t3_16vruh8 | /r/LocalLLaMA/comments/16vruh8/with_llms_we_can_create_a_fully_opensource/ | false | false | self | 126 | {'enabled': False, 'images': [{'id': 'wFTetGOZ9uqk6bFE12iEfmfGT0qaPT-FowY2vN_0gnk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/GU7zpCOPLXmp3SBSvqYxnBOyDrKCvtnNsNjg13rACG0.jpg?width=108&crop=smart&auto=webp&s=db262d448f07f80108311a36e44dc38dbc03e956', 'width': 108}, {'height': 108, 'url': 'h... |
Any way to verify training method with very small dataset? | 3 | My goal is to train Llama-2-13b on a larger dataset of chat conversations but, before I commit to that processing time, I'm trying to verify that my approach is even valid. I'm using a Colab notebook for now with a VERY small dataset, just 20 records of JSONL loaded into Hugging Face. I invented a word that doesn't e... | 2023-09-29T23:43:22 | https://www.reddit.com/r/LocalLLaMA/comments/16vrcuz/any_way_to_verify_training_method_with_very_small/ | BGFlyingToaster | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vrcuz | false | null | t3_16vrcuz | /r/LocalLLaMA/comments/16vrcuz/any_way_to_verify_training_method_with_very_small/ | false | false | self | 3 | null |
Equivalent to autogpt to use it with palm API | 0 | Is there a software that can run the palm API because it's free and I want to try like code interpreter and autogpt ect can someone tell if there is a software that exists | 2023-09-29T22:02:42 | https://www.reddit.com/r/LocalLLaMA/comments/16vou6r/equivalent_to_autogpt_to_use_it_with_palm_api/ | Puzzleheaded_Acadia1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vou6r | false | null | t3_16vou6r | /r/LocalLLaMA/comments/16vou6r/equivalent_to_autogpt_to_use_it_with_palm_api/ | false | false | self | 0 | null |
LMStudio vicuna13b v1.5 16K context question | 7 | Running vicuna-13b-v1.5-16k.Q5_K_M.gguf via LM Studio on my M1pro 16GB
By default the model loaded with context window being 1500. It inferences fine on some small prompts. However by increasing the context up to 15k my computer instantly crashed. Just trying to understand what is happening here.
Is increasing t... | 2023-09-29T21:53:45 | https://www.reddit.com/r/LocalLLaMA/comments/16vollo/lmstudio_vicuna13b_v15_16k_context_question/ | iwannaforever | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vollo | false | null | t3_16vollo | /r/LocalLLaMA/comments/16vollo/lmstudio_vicuna13b_v15_16k_context_question/ | false | false | self | 7 | null |
What is on the fly method | 1 | [removed] | 2023-09-29T21:32:35 | https://www.reddit.com/r/LocalLLaMA/comments/16vo1ny/what_is_on_the_fly_method/ | AcceptableBat8912 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vo1ny | false | null | t3_16vo1ny | /r/LocalLLaMA/comments/16vo1ny/what_is_on_the_fly_method/ | false | false | self | 1 | null |
Best open source model for medical text | 6 | The one I know about is pubmedbert but I was wondering if anyone has any experience with RAG type question answering on medical text specifically? And possibly any idea how they might compare to gpt 3.5? | 2023-09-29T20:10:45 | https://www.reddit.com/r/LocalLLaMA/comments/16vlyes/best_open_source_model_for_medical_text/ | StrippedSilicon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vlyes | false | null | t3_16vlyes | /r/LocalLLaMA/comments/16vlyes/best_open_source_model_for_medical_text/ | false | false | self | 6 | null |
I am looking for information regarding Running llama on a zen4 or xeon 4th generation cpu? Or alternative no gpu suggestions (for 180b falcon) | 6 | As my title suggests, I wanted to know if anyone has tried running an LLM on a zen4 or xeon 4th generation cpu, the ones that have AVX512. I was wondering what sort of performance they give, assuming no gpu setups.
The reason I am asking is because I would like to have a 180b model running without spending a small ... | 2023-09-29T19:48:40 | https://www.reddit.com/r/LocalLLaMA/comments/16vlf0d/i_am_looking_for_information_regarding_running/ | jasonmbrown | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vlf0d | false | null | t3_16vlf0d | /r/LocalLLaMA/comments/16vlf0d/i_am_looking_for_information_regarding_running/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'PEO--Jo7GPtt6eUC0LpM9jWIQ1OKfdKyUrfDFS7Gs0Q', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/CsniDEK8IeUwnQPSMnwbJCMl5vaQMWdeErWO3-kJ8Ec.jpg?width=108&crop=smart&auto=webp&s=255eca204ba5cf1858340794cd836f313bcc8c8c', 'width': 108}, {'height': 216, 'url': '... |
Average bpw for gguf is much higher than you think | 33 | fyi, average bpw for gguf models is ~5bpw for Q4_K_M models. It could explain why the quality of these models feel higher to some people. Choosing an equivalent exl2 bpw model is very important.
Most people will say we already have 2bit models, but it seems to not be the case. They are ~3.3bpw. I know people will keep... | 2023-09-29T19:18:43 | https://www.reddit.com/r/LocalLLaMA/comments/16vknmz/average_bpw_for_gguf_is_much_higher_than_you_think/ | Aaaaaaaaaeeeee | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vknmz | false | null | t3_16vknmz | /r/LocalLLaMA/comments/16vknmz/average_bpw_for_gguf_is_much_higher_than_you_think/ | false | false | self | 33 | null |
ML1 Preview (Phi 1/1.5 Reproduction) | 41 | Hello again. In follow up from [yesterday's post](https://www.reddit.com/r/LocalLLaMA/comments/16ul4sw/ml1_34b70b_phi_115_reproduction_on_llama2/), I will be posting preview checkpoints to hugging face in the below model repository. Currently the 0.15 epoch preview is uploaded and ready to try.
[https://huggingface... | 2023-09-29T18:57:10 | https://www.reddit.com/r/LocalLLaMA/comments/16vk266/ml1_preview_phi_115_reproduction/ | nickmitchko | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vk266 | false | null | t3_16vk266 | /r/LocalLLaMA/comments/16vk266/ml1_preview_phi_115_reproduction/ | false | false | self | 41 | {'enabled': False, 'images': [{'id': 'Nh1Jt_8fRy74h9rU-kDkWetXzYo2h6Tb25L8pS7vUDI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/botXS2ZT-4_82NrhT9jjvMPamzfz0TpnVfzVDczOfjQ.jpg?width=108&crop=smart&auto=webp&s=214ff1efaecbebd8e99bdda48f20205b0e3dcc2e', 'width': 108}, {'height': 116, 'url': 'h... |
video narration | 1 | I remember watching Sesame Street lessons where children yell the answer together. Can somebody recommend a text to voice model that will be able to do this? | 2023-09-29T18:46:09 | https://www.reddit.com/r/LocalLLaMA/comments/16vjry5/video_narration/ | Fairness_Needed | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vjry5 | false | null | t3_16vjry5 | /r/LocalLLaMA/comments/16vjry5/video_narration/ | false | false | self | 1 | null |
How do I train (LoRA) uncensored LLaMa on raw dataset? | 7 | I haven't touched language models for a long time. I used to fine-tune GPT-2 and mess with it. But now its too hard to actually dissect anything to re-purpose it for your use-case. Its either just one script that builds the most generic model or just raw weights and so much code with no documentation, bunch of librarie... | 2023-09-29T18:37:31 | https://www.reddit.com/r/LocalLLaMA/comments/16vjk0y/how_do_i_train_lora_uncensored_llama_on_raw/ | _H_a_c_k_e_r_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vjk0y | false | null | t3_16vjk0y | /r/LocalLLaMA/comments/16vjk0y/how_do_i_train_lora_uncensored_llama_on_raw/ | false | false | self | 7 | null |
AI-Powered Tools and Smart Glasses by Meta | BuyUtter | 1 | 2023-09-29T18:00:52 | https://buyutter.com/ai-powered-tools-and-smart-glasses-by-meta/ | Allinhalf | buyutter.com | 1970-01-01T00:00:00 | 0 | {} | 16vil7b | false | null | t3_16vil7b | /r/LocalLLaMA/comments/16vil7b/aipowered_tools_and_smart_glasses_by_meta_buyutter/ | false | false | 1 | {'enabled': False, 'images': [{'id': '1C0DugNOm4uALNQA3SujW2BQlK-AqUKsWIL8BcyVdAM', 'resolutions': [{'height': 161, 'url': 'https://external-preview.redd.it/RA80Mg_s4QM3Ac0FJ7bT909274N356UafI3LXPoXtbU.jpg?width=108&crop=smart&auto=webp&s=4d0e29409f04a3a4e79ff8163e84ee22000bc1ac', 'width': 108}, {'height': 323, 'url': '... | ||
How do you set up something like the HuggingChat Web Search functionality on Oobabooga? | 11 | On https://huggingface.co/chat/ there's an option to turn on a websearch that can reference internet results for it's response. According to https://huggingface.co/spaces/huggingchat/chat-ui/discussions/254 this utilizes RAG which I've played with a bit previously but I'm a few weeks out of date. Is it possible to enab... | 2023-09-29T17:40:53 | https://www.reddit.com/r/LocalLLaMA/comments/16vi2y4/how_do_you_set_up_something_like_the_huggingchat/ | LeifEriksonASDF | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vi2y4 | false | null | t3_16vi2y4 | /r/LocalLLaMA/comments/16vi2y4/how_do_you_set_up_something_like_the_huggingchat/ | false | false | self | 11 | {'enabled': False, 'images': [{'id': 'O4__VvuTP1zjgNXHpYgGtbNlwm8CyL1iGZRclIV-cFg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/YQI_ej5EergATLgemo1vMLg5Y9oURFiOHZhDYundV9o.jpg?width=108&crop=smart&auto=webp&s=732d76370b97811ab9fb6fed1800fef253ff5141', 'width': 108}, {'height': 116, 'url': 'h... |
Is there a way to add self attention to outputs? | 2 | One of the big changes to Stable Diffusion is a base model, and a refiner model for the last 20%. I'm curious if a mixture of experts option where the same model with different instructions reads through its output and corrects and rewords it could accomplish something similar. I've seen several times where an LLM will... | 2023-09-29T17:36:41 | https://www.reddit.com/r/LocalLLaMA/comments/16vhywz/is_there_a_way_to_add_self_attention_to_outputs/ | clyspe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vhywz | false | null | t3_16vhywz | /r/LocalLLaMA/comments/16vhywz/is_there_a_way_to_add_self_attention_to_outputs/ | false | false | self | 2 | null |
Best free online Role Playing AIs? | 1 | [removed] | 2023-09-29T16:49:59 | https://www.reddit.com/r/LocalLLaMA/comments/16vgs9q/best_free_online_role_playing_ais/ | Butefluko | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vgs9q | false | null | t3_16vgs9q | /r/LocalLLaMA/comments/16vgs9q/best_free_online_role_playing_ais/ | false | false | default | 1 | null |
Open Source Terraform Code Completion | 6 | It turns out WizardCoder15B does not support terraform (always returns empty completions for terraform code). Had two separate, but related, questions.
1. What's the best open source model that supports terraform code completion?
2. How hard would it be to find tune WizardCoder to support terraform? Would I need to tr... | 2023-09-29T16:06:38 | https://www.reddit.com/r/LocalLLaMA/comments/16vfo22/open_source_terraform_code_completion/ | kintrith | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vfo22 | false | null | t3_16vfo22 | /r/LocalLLaMA/comments/16vfo22/open_source_terraform_code_completion/ | false | false | self | 6 | null |
Which is the best quantized LLM for a dating chatbot that can roleplay | 1 | [removed] | 2023-09-29T15:06:55 | https://www.reddit.com/r/LocalLLaMA/comments/16ve4rb/which_is_the_best_quantized_llm_for_a_dating/ | Middle_Focus_314 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ve4rb | false | null | t3_16ve4rb | /r/LocalLLaMA/comments/16ve4rb/which_is_the_best_quantized_llm_for_a_dating/ | false | false | self | 1 | null |
Need help, What model that i can run with this spec ? and which one | 6 | 2023-09-29T15:02:14 | https://www.reddit.com/gallery/16ve0aj | Merchant_Lawrence | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 16ve0aj | false | null | t3_16ve0aj | /r/LocalLLaMA/comments/16ve0aj/need_help_what_model_that_i_can_run_with_this/ | false | false | 6 | null | ||
Is llama actually more expensive than GPT | 34 | This is more of a cost comparison that I am doing between gpt 3.5 and llama2 13B for one of my projects.. I need an LLM and am getting decent results from both gpt3.5 and llama13B. But surprisingly the cloud compute I am using from Azure is making llama more expensive than gpt 3.5.
Know that this is the cheapest GPT... | 2023-09-29T14:44:10 | https://www.reddit.com/r/LocalLLaMA/comments/16vdk15/is_llama_actually_more_expensive_than_gpt/ | todaysgamer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vdk15 | false | null | t3_16vdk15 | /r/LocalLLaMA/comments/16vdk15/is_llama_actually_more_expensive_than_gpt/ | false | false | 34 | null | |
After the last update of llama-cpp-python my model acts in a weird way (Vicuna v1.5 13B 16k) | 2 | Does anybody else have this problem? I'm not sure it's about llama-cpp-python or llama.cpp. Because I didn't change anything in my code regarding model prompts or loading. Other models work fine and it worked fine before. I use CUblas with CUDA 12.2 by the way.
(llama-cpp-python version 0.2.7)
What's happening:
Vicu... | 2023-09-29T14:31:40 | https://www.reddit.com/r/LocalLLaMA/comments/16vd8w6/after_the_last_update_of_llamacpppython_my_model/ | psi-love | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vd8w6 | false | null | t3_16vd8w6 | /r/LocalLLaMA/comments/16vd8w6/after_the_last_update_of_llamacpppython_my_model/ | false | false | self | 2 | null |
70b on a budget. What cards should I buy? | 2 | After getting tired of paying for Servers, I've looked into buying a large VRAM graphics card or two for playing with AI models. At least in my area, there's often numerous Pascal Teslas on sale for sub $200. This brings me onto my two questions:
P40 or P100? Does the HBM memory make a speed difference on inference or... | 2023-09-29T14:20:23 | https://www.reddit.com/r/LocalLLaMA/comments/16vcxo2/70b_on_a_budget_what_cards_should_i_buy/ | Ather5125 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vcxo2 | false | null | t3_16vcxo2 | /r/LocalLLaMA/comments/16vcxo2/70b_on_a_budget_what_cards_should_i_buy/ | false | false | self | 2 | null |
German LLMs based on LLaMA-2 pre-training are available: LeoLM/leo-hessianai-7b / LeoLM/leo-hessianai-13b | 17 | Did someone tried them out? Did someone quantizied them for using them locally?
Links:
[https://huggingface.co/LeoLM/leo-hessianai-7b](https://huggingface.co/LeoLM/leo-hessianai-7b)
[https://huggingface.co/LeoLM/leo-hessianai-13b](https://huggingface.co/LeoLM/leo-hessianai-13b) | 2023-09-29T13:47:21 | https://www.reddit.com/r/LocalLLaMA/comments/16vc45l/german_llms_based_on_llama2_pretraining_are/ | New_Lifeguard4020 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vc45l | false | null | t3_16vc45l | /r/LocalLLaMA/comments/16vc45l/german_llms_based_on_llama2_pretraining_are/ | false | false | self | 17 | {'enabled': False, 'images': [{'id': 'R8xI5-_m5qZvA5mIvjAxY2JezNku2-CN5IgiluNB3tM', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/FbHgTpHVKojbMODjERugvtduS53m1aGPG5nWrX7SRgY.jpg?width=108&crop=smart&auto=webp&s=0886ddb02b8bafb9d77e322bc7e70612a0b155dc', 'width': 108}, {'height': 116, 'url': 'h... |
Which is the model for text processing like Q&A Builder, text cleaning | 1 | Hey Guys,
I converted my PDF´s to txt files, but unfortuantely there are some random numbers, words left from tables or images.
Now my idea is to use a language model, to let him clean my data, since I am only interested in the core text.
Question:
Which model performs the best for this kind of task?
Vi... | 2023-09-29T13:37:59 | https://www.reddit.com/r/LocalLLaMA/comments/16vbwm5/which_is_the_model_for_text_processing_like_qa/ | Enkay55 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vbwm5 | false | null | t3_16vbwm5 | /r/LocalLLaMA/comments/16vbwm5/which_is_the_model_for_text_processing_like_qa/ | false | false | self | 1 | null |
Could someone make an EXL2 version of LLama2-70B-uncensored? | 3 | I just got Exllama2 working and I'm simply blown away how efficient it is... both 3090's are just not seeing any load during inference (VRAM is still full, 46.4Gb/48). Can't really compare it to anything and I truly want to play with the uncensored version of LLama2-70b. No such model on HF though. Pretty please? | 2023-09-29T13:35:08 | https://www.reddit.com/r/LocalLLaMA/comments/16vbu7f/could_someone_make_an_exl2_version_of/ | UltrMgns | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vbu7f | false | null | t3_16vbu7f | /r/LocalLLaMA/comments/16vbu7f/could_someone_make_an_exl2_version_of/ | false | false | self | 3 | null |
what's the obsession with large LLMs? | 117 | The comments of HN/twitter people are complaining that Mistral released only a 7B module and requiring larger ones. Am I the only one that think big opportunity are in smaller modules?
* We saw what TinyLlama and Phi can do.
* Running an LLM on the CPU will help discover more use cases.
* LLama 2 13B is preforming be... | 2023-09-29T13:19:06 | https://www.reddit.com/r/LocalLLaMA/comments/16vbgt3/whats_the_obsession_with_large_llms/ | thawab | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vbgt3 | false | null | t3_16vbgt3 | /r/LocalLLaMA/comments/16vbgt3/whats_the_obsession_with_large_llms/ | false | false | self | 117 | null |
vLLM 0.2.0 released: up to 60% faster, AWQ quant support, RoPe, Mistral-7b support | 75 | It is commonly asked on this forum "how can my API run inference in parallel?"
One very good answer is "use vLLM" which has had a new major release today!
https://github.com/vllm-project/vllm/releases/tag/v0.2.0
Major changes
* Up to 60% performance improvement by optimizing de-tokenization and sampler
* Initial sup... | 2023-09-29T13:16:09 | https://www.reddit.com/r/LocalLLaMA/comments/16vbeet/vllm_020_released_up_to_60_faster_awq_quant/ | kryptkpr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16vbeet | false | null | t3_16vbeet | /r/LocalLLaMA/comments/16vbeet/vllm_020_released_up_to_60_faster_awq_quant/ | false | false | self | 75 | {'enabled': False, 'images': [{'id': 'PEfoG-FIG3L9MDqE5iUFyp7ztfFxwznprV6Ai8M-NwY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/cLmWW2lPSgOopkr0I4iqCtSl1NgkDJaTO6RITWkVdMs.jpg?width=108&crop=smart&auto=webp&s=7b933b3a1adb50f3679a7ee5766e44c4134a1391', 'width': 108}, {'height': 108, 'url': 'h... |
How to load GGUF models on colab | 3 | How to load and rest these quantised models on google colab?
Models are here
https://huggingface.co/TheBloke/Mistral-7B-Instruct-v0.1-GGUF | 2023-09-29T12:10:16 | https://www.reddit.com/r/LocalLLaMA/comments/16v9wrb/how_to_load_gguf_models_on_colab/ | ianuvrat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16v9wrb | false | null | t3_16v9wrb | /r/LocalLLaMA/comments/16v9wrb/how_to_load_gguf_models_on_colab/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'lqv_3ohqLggkd4G78Cl05sBQ1GrM3q73gW3Kd0gHFUc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/qAcabb_NmQ7tZ8LPaV6ZdHU4LOSuH4m-694fGm83ntA.jpg?width=108&crop=smart&auto=webp&s=a72ab81cef97d122cbe4385a8018b5a1039c11d5', 'width': 108}, {'height': 116, 'url': 'h... |
Fine Tune Base Model or Chat Model For Conversations/Instructions? | 12 |
Hello amazing community...
I've been reading a lot lately about that, what i mostly see from YouTube videos/Medium articles, etc... that people tend to use the base model for fine tuning a conversations/instruct based data. Some little use the chat version. Why is that?
Isn't it better to fine tune a model that alre... | 2023-09-29T11:50:41 | https://www.reddit.com/r/LocalLLaMA/comments/16v9hms/fine_tune_base_model_or_chat_model_for/ | Aillian7 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16v9hms | false | null | t3_16v9hms | /r/LocalLLaMA/comments/16v9hms/fine_tune_base_model_or_chat_model_for/ | false | false | self | 12 | null |
Can I really run autogpt without GPU | 2 | I was hoping to build a decent desktop by oct which got delayed due to stock issues for the time being can I run auto gpt with 4bit quant model on my i3 4010u laptop with 8gigs ram. I know its bad, but I don't care about speed. I am still learning and due to the lackluster specs I wasn't able to perform my own tests. i... | 2023-09-29T11:33:14 | https://www.reddit.com/r/LocalLLaMA/comments/16v951l/can_i_really_run_autogpt_without_gpu/ | abir_legend | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16v951l | false | null | t3_16v951l | /r/LocalLLaMA/comments/16v951l/can_i_really_run_autogpt_without_gpu/ | false | false | self | 2 | null |
Merging Lora with llama models on Colab | 4 | Are there any colabs I can merge loras with llama 7b? | 2023-09-29T11:08:22 | https://www.reddit.com/r/LocalLLaMA/comments/16v8nm3/merging_lora_with_llama_models_on_colab/ | LazerCuber | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16v8nm3 | false | null | t3_16v8nm3 | /r/LocalLLaMA/comments/16v8nm3/merging_lora_with_llama_models_on_colab/ | false | false | self | 4 | null |
Mistral 7B temperature settings? | 10 | I'm playing around with the Mistral Q8 GGUF model in Oobabooga and it seems to be all over the place when trying to do basic math and reasoning, Not anywhere close to other 13B models.
Does anyone know some good settings for Temperature to get it to perform optimally?
I use a 4096 context window even though it loa... | 2023-09-29T10:35:22 | https://www.reddit.com/r/LocalLLaMA/comments/16v820a/mistral_7b_temperature_settings/ | nixudos | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16v820a | false | null | t3_16v820a | /r/LocalLLaMA/comments/16v820a/mistral_7b_temperature_settings/ | false | false | self | 10 | null |
Question - Will there ever be unified memory on a traditional desktop? | 12 | Given the advantages apple has over the PC market with unified memory I was wondering if there will ever be unified memory on the larger PC market?
What are the technical details? I am guessing the hardware of apple has a way of quickly shunting information across their GPU/RAM which probably means they a special arch... | 2023-09-29T09:52:07 | https://www.reddit.com/r/LocalLLaMA/comments/16v7ais/question_will_there_ever_be_unified_memory_on_a/ | JFHermes | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16v7ais | false | null | t3_16v7ais | /r/LocalLLaMA/comments/16v7ais/question_will_there_ever_be_unified_memory_on_a/ | false | false | self | 12 | null |
How to deploy llama 2 on local A100 gpu with tools like llama index further use ? | 1 | [removed] | 2023-09-29T09:28:33 | https://www.reddit.com/r/LocalLLaMA/comments/16v6x2y/how_to_deploy_llama_2_on_local_a100_gpu_with/ | Vi_ai | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16v6x2y | false | null | t3_16v6x2y | /r/LocalLLaMA/comments/16v6x2y/how_to_deploy_llama_2_on_local_a100_gpu_with/ | false | false | self | 1 | null |
rope_freq_scale and n_gpu_settings ? | 4 | How do we determine which values to use in these settings when you are trying to run the language model for inference (i.e. chat with it).
For example, if the hardware is 16GB VRAM, 64GB RAM, and the model is e.g. 13B or 30B, what rough calculation would you make to choose appropriate settings?
Incidentally, ... | 2023-09-29T08:46:41 | https://www.reddit.com/r/LocalLLaMA/comments/16v69ig/rope_freq_scale_and_n_gpu_settings/ | innocuousAzureus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16v69ig | false | null | t3_16v69ig | /r/LocalLLaMA/comments/16v69ig/rope_freq_scale_and_n_gpu_settings/ | false | false | self | 4 | null |
Your wishes and ideas for LLama 3 | 26 | Hello there!
So since it was confirmed Llama 3 will launch next year, I think it would be fun to discuss what this community hopes and expectations for the next game changer of local AI are. Personally, I'm more than happy to wait a little longer for a complete revamp of the architecture. Anyway, here are my ideas and... | 2023-09-29T08:40:44 | https://www.reddit.com/r/LocalLLaMA/comments/16v666f/your_wishes_and_ideas_for_llama_3/ | dampflokfreund | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16v666f | false | null | t3_16v666f | /r/LocalLLaMA/comments/16v666f/your_wishes_and_ideas_for_llama_3/ | false | false | self | 26 | null |
vllm 2.0 - quantised model support | 19 | [https://github.com/vllm-project/vllm/releases/tag/v0.2.0](https://github.com/vllm-project/vllm/releases/tag/v0.2.0)
honorary shoutout to u/The-Bloke for pumping out AWQ models this past week. | 2023-09-29T08:38:14 | https://www.reddit.com/r/LocalLLaMA/comments/16v64sg/vllm_20_quantised_model_support/ | 451mov | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16v64sg | false | null | t3_16v64sg | /r/LocalLLaMA/comments/16v64sg/vllm_20_quantised_model_support/ | false | false | self | 19 | {'enabled': False, 'images': [{'id': 'PEfoG-FIG3L9MDqE5iUFyp7ztfFxwznprV6Ai8M-NwY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/cLmWW2lPSgOopkr0I4iqCtSl1NgkDJaTO6RITWkVdMs.jpg?width=108&crop=smart&auto=webp&s=7b933b3a1adb50f3679a7ee5766e44c4134a1391', 'width': 108}, {'height': 108, 'url': 'h... |
Pandalyst-13B-V1.0 released!!! Your first local LLM for mastering data analysis using pandas. | 58 | ## Pandalyst: A large language model for mastering data analysis using pandas
🐱Github: https://github.com/zhengyanzhao1997/Pandalyst
**What is Pandalyst**
- Pandalyst is a general large language model specifically trained to process and analyze data using the pandas library.
**How is Pandalyst**
- Pandalyst has str... | 2023-09-29T07:45:09 | https://www.reddit.com/r/LocalLLaMA/comments/16v5aj4/pandalyst13bv10_released_your_first_local_llm_for/ | Wise_Argument_882 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16v5aj4 | false | null | t3_16v5aj4 | /r/LocalLLaMA/comments/16v5aj4/pandalyst13bv10_released_your_first_local_llm_for/ | false | false | self | 58 | {'enabled': False, 'images': [{'id': 'qxRKFZwQd_lXjLPFiZq6TiuTqCqtt2rmA-2rAZhVpE0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/YMlSxE_RUOv2bAfjS0VV-_eKIU6gw63Mrg_O4USZQw8.jpg?width=108&crop=smart&auto=webp&s=c887c4bbd1f3e02161e8ad75e4d38ff7cf4e374e', 'width': 108}, {'height': 108, 'url': 'h... |
Would you pay 5 dollars/month for a Llama-2-70B Uncensored? | 47 | I don't know which is the current best-uncensored model. But would you pay 5 dollars/month to use it? Similar to what does ChatGPT with the Plus version (20 dollars/month). | 2023-09-29T07:42:28 | https://www.reddit.com/r/LocalLLaMA/comments/16v58yu/would_you_pay_5_dollarsmonth_for_a_llama270b/ | HorrorNo8851 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16v58yu | false | null | t3_16v58yu | /r/LocalLLaMA/comments/16v58yu/would_you_pay_5_dollarsmonth_for_a_llama270b/ | false | false | self | 47 | null |
We did it you guys! Meta referenced us in their new Llama 2 long context paper. | 717 | 2023-09-29T07:22:35 | jd_3d | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 16v4xdq | false | null | t3_16v4xdq | /r/LocalLLaMA/comments/16v4xdq/we_did_it_you_guys_meta_referenced_us_in_their/ | false | false | 717 | {'enabled': True, 'images': [{'id': 'y5WTqdfiHA8dsOvDfzABZJNS9SSoxIOGxLp71aa1YqI', 'resolutions': [{'height': 90, 'url': 'https://preview.redd.it/j2oh7bhyb5rb1.jpg?width=108&crop=smart&auto=webp&s=d7c93f1af5e0f48ded71686d9a239fac0df71fa2', 'width': 108}, {'height': 180, 'url': 'https://preview.redd.it/j2oh7bhyb5rb1.jpg... | |||
8 or 10 gb of ram enough for llama.cpp ?? | 1 | srry if this gets asked often
i gave a homeserver with a i7 4th gen and 8-10 gb of ddr3 ram that i can throw at running llama.cpp. is this enough for it to be useable or am i going to have a terrible time with it? how much ram is ideal? | 2023-09-29T07:05:58 | https://www.reddit.com/r/LocalLLaMA/comments/16v4n3j/8_or_10_gb_of_ram_enough_for_llamacpp/ | icanburnwater | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16v4n3j | false | null | t3_16v4n3j | /r/LocalLLaMA/comments/16v4n3j/8_or_10_gb_of_ram_enough_for_llamacpp/ | false | false | self | 1 | null |
interact with LLM based on fine-tuned interviews - what's the best approach? | 5 | Hi everyone,
I am working on a project where I have collected 100 interviews from a specific consumer segment. The goal is to use an offline Language Model (LLM), specifically either the 7B or 13B model, to interact with this data. By asking questions or proposing scenarios, I hope to get how this simulated consumer s... | 2023-09-29T06:52:50 | https://www.reddit.com/r/LocalLLaMA/comments/16v4f8i/interact_with_llm_based_on_finetuned_interviews/ | No-Teach4712 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16v4f8i | false | null | t3_16v4f8i | /r/LocalLLaMA/comments/16v4f8i/interact_with_llm_based_on_finetuned_interviews/ | false | false | self | 5 | null |
How can I manage the model's context based on multiple admin's ID with multiple users that are linked to that admin's user ID | 1 | [removed] | 2023-09-29T06:36:31 | https://www.reddit.com/r/LocalLLaMA/comments/16v45pq/how_can_i_manage_the_models_context_based_on/ | Middle_Focus_314 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16v45pq | false | null | t3_16v45pq | /r/LocalLLaMA/comments/16v45pq/how_can_i_manage_the_models_context_based_on/ | false | false | self | 1 | null |
NLU task with LLM - when am I giving you a system prompt? | 5 | I'm working on a voicebot over various LLMs (and of different sizes) and trying work out the best way to have it identify when I am directing it to change its behaviour in the way it responds vs when I want to it to respond. The idea being that the input from the user can then be used in a system prompt.
I've been pla... | 2023-09-29T05:10:49 | https://www.reddit.com/r/LocalLLaMA/comments/16v2p1y/nlu_task_with_llm_when_am_i_giving_you_a_system/ | moma1970 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16v2p1y | false | null | t3_16v2p1y | /r/LocalLLaMA/comments/16v2p1y/nlu_task_with_llm_when_am_i_giving_you_a_system/ | false | false | self | 5 | null |
Prompt Reranker / Generator | 1 | I remember seeing a github repo that took in a prompt and generated different versions of the prompt and then ranked the responses to give you the best prompt. Does anyone know that repo? I can't find it anywhere. | 2023-09-29T04:35:21 | https://www.reddit.com/r/LocalLLaMA/comments/16v21tk/prompt_reranker_generator/ | rbur0425 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16v21tk | false | null | t3_16v21tk | /r/LocalLLaMA/comments/16v21tk/prompt_reranker_generator/ | false | false | self | 1 | null |
Meta has released a new paper: Llama 2 Long beats Claude-2-100k on human evaluation | 219 | Paper: https://arxiv.org/pdf/2309.16039.pdf
Not sure if it has been released but if anyone has a link, please put it in the comments. | 2023-09-29T03:25:18 | Nabakin | i.imgur.com | 1970-01-01T00:00:00 | 0 | {} | 16v0onb | false | null | t3_16v0onb | /r/LocalLLaMA/comments/16v0onb/meta_has_released_a_new_paper_llama_2_long_beats/ | false | false | 219 | {'enabled': True, 'images': [{'id': 'xdKhqEipli45l2SZDn8SOzmDdWA0Zp6RpIVko6vtD1w', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/KZvv-AuQkOhsSGtpouJQI9F2XejIHhwvfPjWoW6NHS4.png?width=108&crop=smart&auto=webp&s=00d221951dd6323d59519d1c9554cb8a75516c9d', 'width': 108}, {'height': 120, 'url': 'ht... | ||
Mistral 7B - 8bit and 4 bit Code | 1 | I want to test out Mistral &B with langchain for chatbot purpose. But I have only Colab GPU (T4 Free tier). How to test out quantised version. Have anyone tried it . Need the codes | 2023-09-29T03:22:31 | https://www.reddit.com/r/LocalLLaMA/comments/16v0mlk/mistral_7b_8bit_and_4_bit_code/ | ianuvrat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16v0mlk | false | null | t3_16v0mlk | /r/LocalLLaMA/comments/16v0mlk/mistral_7b_8bit_and_4_bit_code/ | false | false | self | 1 | null |
Meta has released a new paper: Llama 2 Long beats Claude-2-100k on human evaluation | 1 | The paper https://arxiv.org/pdf/2309.16039.pdf
Not sure if we can get the model, but if anyone has a link please put it in the comments. | 2023-09-29T03:21:43 | https://reddit-uploaded-media.s3-accelerate.amazonaws.com/kq2pnoiz44rb1 | Nabakin | reddit-uploaded-media.s3-accelerate.amazonaws.com | 1970-01-01T00:00:00 | 0 | {} | 16v0lzf | false | null | t3_16v0lzf | /r/LocalLLaMA/comments/16v0lzf/meta_has_released_a_new_paper_llama_2_long_beats/ | false | false | default | 1 | null |
Someone know any projects about an alexa like device build with llama | 3 | Well what exactly mean is like a kind of speaker able to talk and listen running llama or a kind of repository to run llama and speak to it by micro and get answer by speaker and i can build the device just using 3d printer, a pi, speaker and micro, any ideas? | 2023-09-29T00:17:34 | https://www.reddit.com/r/LocalLLaMA/comments/16uwk0x/someone_know_any_projects_about_an_alexa_like/ | kroryan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16uwk0x | false | null | t3_16uwk0x | /r/LocalLLaMA/comments/16uwk0x/someone_know_any_projects_about_an_alexa_like/ | false | false | self | 3 | null |
[Gloat] Finally got Falcon-180B Running! | 73 | Basically this is a shitpost. I have been struggling for weeks trying to get a large model working on one of our servers. I've gotten 7B, and 13B models working acceptably on systems fully under my control.
We have a DGX-1 with 8 V100's, but I'm not the admin there. I have disk space headaches, network st... | 2023-09-29T00:08:11 | https://www.reddit.com/r/LocalLLaMA/comments/16uwbs8/gloat_finally_got_falcon180b_running/ | Simusid | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16uwbs8 | false | null | t3_16uwbs8 | /r/LocalLLaMA/comments/16uwbs8/gloat_finally_got_falcon180b_running/ | false | false | self | 73 | null |
Testing out the safety of Mistral-7B Instruct hmm... | 0 | 2023-09-28T23:58:24 | https://www.reddit.com/gallery/16uw33g | ninjasaid13 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 16uw33g | false | null | t3_16uw33g | /r/LocalLLaMA/comments/16uw33g/testing_out_the_safety_of_mistral7b_instruct_hmm/ | false | false | 0 | null | ||
Full Stack Dev, Dabbling into AI | 1 | Hey All,
​
First time poster here. I am trying to run the Meta Llama-2 model locally, and having some issues I'm not sure how to resolve.
I requested and downloaded the models from Meta, and received a checklist.chk, consolidated.00.pth, and params.json.
When I try to convert the model as instructed ... | 2023-09-28T23:49:05 | https://www.reddit.com/r/LocalLLaMA/comments/16uvv73/full_stack_dev_dabbling_into_ai/ | macaccount423 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16uvv73 | false | null | t3_16uvv73 | /r/LocalLLaMA/comments/16uvv73/full_stack_dev_dabbling_into_ai/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'DJPqvteONpGwVVw6LzaG6b8vlDa2rv2hETCaqe0z57s', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/wyCM1fHzTa-IIqHgS1QTxdSYNXn668elDj0WmYMPf_k.jpg?width=108&crop=smart&auto=webp&s=d6fa197328d583bcae7a764b40fd1214265b6852', 'width': 108}, {'height': 108, 'url': 'h... |
How can LLMs be multilingual with success in coherence? | 6 | OK, maybe another newvie question around here.
I know "Open"AI models are multilingual, because they can communicate in various languages other than English.
I understand it needs datasets with different languages so that the LLM can learn them. But how can an LLM learn various languages and not get confused with the l... | 2023-09-28T23:32:21 | https://www.reddit.com/r/LocalLLaMA/comments/16uvh4k/how_can_llms_be_multilingual_with_success_in/ | OC2608 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16uvh4k | false | null | t3_16uvh4k | /r/LocalLLaMA/comments/16uvh4k/how_can_llms_be_multilingual_with_success_in/ | false | false | self | 6 | null |
Script for Full tune of models using DeepSpeed ZeRO | 2 | Hello, I've been trying to finetune some models with DeepSpeed ZeRO without much luck, I'm interested in doing a full finetune of cerebras/btlm-3b-8k-base using dual RTX 3090's. So far I've had luck with Phi-1.5 on a single card, but I'm failing terribly at getting the training script + deepspeed command line to do any... | 2023-09-28T23:24:35 | https://www.reddit.com/r/LocalLLaMA/comments/16uvaeb/script_for_full_tune_of_models_using_deepspeed/ | 2muchnet42day | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16uvaeb | false | null | t3_16uvaeb | /r/LocalLLaMA/comments/16uvaeb/script_for_full_tune_of_models_using_deepspeed/ | false | false | self | 2 | null |
Finetune LoRA on CPU using llama.cpp | 85 | Hello everyone!
llama.cpp added support for [LoRA finetuning](https://github.com/ggerganov/llama.cpp/pull/2632) using your CPU earlier today!
I created a short(ish) guide on how to use it: https://rentry.org/cpu-lora
If anyone has feedback, or wants to fill in the gaps where I couldn't explain something, I welcome t... | 2023-09-28T22:16:55 | https://www.reddit.com/r/LocalLLaMA/comments/16utjm0/finetune_lora_on_cpu_using_llamacpp/ | PossiblyAnEngineer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16utjm0 | false | null | t3_16utjm0 | /r/LocalLLaMA/comments/16utjm0/finetune_lora_on_cpu_using_llamacpp/ | false | false | self | 85 | {'enabled': False, 'images': [{'id': 'V7KGzJ6HEd18p-FgZZMypzxF94S1WMtaHyIfnhiaVDw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Qnu6WMja08apIQFGurPobxxJCYQP0Mdso79JNJTVwaQ.jpg?width=108&crop=smart&auto=webp&s=f6211cd46f1b0083a6c90a0994131b025c249dee', 'width': 108}, {'height': 108, 'url': 'h... |
How much RAM needed for runing with context size of 4k | 5 | Sorry I'm new to this area and I appreciate if you can bear my stupid basic question.
The more I read about the relation between RAM size and Context size and the number of parameter the more I get confused :/
I hope someone can help figure this out.
Im trying to run 13b model with 4bit quantization on G5.8xlarge ... | 2023-09-28T21:52:26 | https://www.reddit.com/r/LocalLLaMA/comments/16usw3k/how_much_ram_needed_for_runing_with_context_size/ | Choice_Diver_2585 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16usw3k | false | null | t3_16usw3k | /r/LocalLLaMA/comments/16usw3k/how_much_ram_needed_for_runing_with_context_size/ | false | false | self | 5 | null |
Perplexity Testing Mac vs Windows Pt 3: Adding context for context; something is definitely different | 14 | [Part 2](https://www.reddit.com/r/LocalLLaMA/comments/16txcqw/perplexity_testing_mac_vs_windows_pt_2_mac_still/)
tl;dr- After today's test **I really do believe that there is an inference difference between the two**, as can be seen below. At low context, they have nearly identical perplexity, thus my Q/A results yest... | 2023-09-28T21:39:12 | https://www.reddit.com/r/LocalLLaMA/comments/16usja8/perplexity_testing_mac_vs_windows_pt_3_adding/ | LearningSomeCode | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16usja8 | false | null | t3_16usja8 | /r/LocalLLaMA/comments/16usja8/perplexity_testing_mac_vs_windows_pt_3_adding/ | false | false | self | 14 | {'enabled': False, 'images': [{'id': '58TUWuaR04gjIBIhWsHeOR0AsWgNrz1pZrYwhZasVQg', 'resolutions': [{'height': 66, 'url': 'https://external-preview.redd.it/USXDjLup_tZGmVDNbqufm6VKE3hUHsSgtdfVh-ZBF4M.png?width=108&crop=smart&auto=webp&s=c8f99895fa300aa10dc991d620fca9d47a8bbcda', 'width': 108}, {'height': 133, 'url': 'h... |
Generate structured data with Mistral Instruct on your laptop (no GPU needed) | 1 | 2023-09-28T21:35:32 | https://advanced-stack.com/resources/how-to-use-mistral-ai-instruct-model-to-generate-structured-content-similar-to-open-ai-functions.html | Fluid-Age-9266 | advanced-stack.com | 1970-01-01T00:00:00 | 0 | {} | 16usfss | false | null | t3_16usfss | /r/LocalLLaMA/comments/16usfss/generate_structured_data_with_mistral_instruct_on/ | false | false | default | 1 | null | |
How to train an LLM based on conversations with 8GB VRAM | 14 | I'm looking to take a base local LLM model (something small, maybe 7B or less) and train it to mimic a person based on a history of conversations in PDF format, as one of the participants. I'm not sure how to do this - whether I would want to do a fine-tuning or just include the context in a default prompt in oobabooga... | 2023-09-28T21:15:23 | https://www.reddit.com/r/LocalLLaMA/comments/16urw6u/how_to_train_an_llm_based_on_conversations_with/ | rwaterbender | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16urw6u | false | null | t3_16urw6u | /r/LocalLLaMA/comments/16urw6u/how_to_train_an_llm_based_on_conversations_with/ | false | false | self | 14 | null |
Synthia-7B-v1.3, trained on the Mistral-7B base, achieves 64.85 on the 4-evals used in HuggingFace. (LLaMA-2-70B-Chat is 66.8) | 148 | 2023-09-28T20:43:11 | https://twitter.com/migtissera/status/1707482374748139690 | ambient_temp_xeno | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 16ur16s | false | {'oembed': {'author_name': 'Migel Tissera', 'author_url': 'https://twitter.com/migtissera', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Goodness me.. Synthia-7B-v1.3, trained on the Mistral-7B base, achieves 64.85 on the 4-evals used in HuggingFace.<br><br>... | t3_16ur16s | /r/LocalLLaMA/comments/16ur16s/synthia7bv13_trained_on_the_mistral7b_base/ | false | false | 148 | {'enabled': False, 'images': [{'id': 'Sb037NWpcA15XruG70NOhGEQJG8mEB31N5RKEdwZdh0', 'resolutions': [{'height': 134, 'url': 'https://external-preview.redd.it/3GGeWLDX1KxjfY80M5J8GPN9uWNMVZCWQ8V5-5BCU9U.jpg?width=108&crop=smart&auto=webp&s=255847d41bf5eb11691a28649f04ca2e2bd075d1', 'width': 108}, {'height': 268, 'url': '... | ||
What 13b-34b models are best suited for co-writing/storytelling? | 5 | [removed] | 2023-09-28T20:14:42 | https://www.reddit.com/r/LocalLLaMA/comments/16uq9wm/what_13b34b_models_are_best_suited_for/ | SpaceDandyJoestar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16uq9wm | false | null | t3_16uq9wm | /r/LocalLLaMA/comments/16uq9wm/what_13b34b_models_are_best_suited_for/ | false | false | self | 5 | null |
What does Llama.generate: prefix-match hit mean? | 6 | I'm using Llama 2 chat 13B with 5\_K Medium quantization. I'm using llama.cpp in CPU only mode through the text generation webui and 14GB of allocated memory. After about 3200 tokens in the context if I ask another question it says Llama.generate: prefix-match hit and then hangs, any idea why? If I set max truncation l... | 2023-09-28T20:05:48 | https://www.reddit.com/r/LocalLLaMA/comments/16uq1ip/what_does_llamagenerate_prefixmatch_hit_mean/ | stigmodding | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16uq1ip | false | null | t3_16uq1ip | /r/LocalLLaMA/comments/16uq1ip/what_does_llamagenerate_prefixmatch_hit_mean/ | false | false | self | 6 | null |
Use llama for data augmentation in NLI | 2 | I am looking to use llama.cpp to generate hypothesis from premise (NLI).
Say I have a premise "man is sitting on the couch". I want the model to generate a neutral hypothesis like "the keyboard is in english". Or a contradictory hypothesis: "the man is standing". I want it to do that for 10k examples.
What parameters ... | 2023-09-28T19:21:14 | https://www.reddit.com/r/LocalLLaMA/comments/16uowm7/use_llama_for_data_augmentation_in_nli/ | PunchTornado | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16uowm7 | false | null | t3_16uowm7 | /r/LocalLLaMA/comments/16uowm7/use_llama_for_data_augmentation_in_nli/ | false | false | self | 2 | null |
Pytorch code for paper QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models | 19 | 2023-09-28T19:15:22 | https://github.com/yuhuixu1993/qa-lora | ninjasaid13 | github.com | 1970-01-01T00:00:00 | 0 | {} | 16uor3q | false | null | t3_16uor3q | /r/LocalLLaMA/comments/16uor3q/pytorch_code_for_paper_qalora_quantizationaware/ | false | false | 19 | {'enabled': False, 'images': [{'id': 'Tybyhf6bseX6j1nb6cVzmFW-n72761-Vit6ZDZh7--Q', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/vqSsj5kr9Ig9ke7NNHoDvL6nDU5MtIS7_ORszShHHOk.jpg?width=108&crop=smart&auto=webp&s=0f1a6a3f5668a3b8b438051dbad3e712265812c2', 'width': 108}, {'height': 108, 'url': 'h... | ||
Mistral 7B on the new Raspberry Pi 5 8GB model? | 32 | What do y'all think, would this be possible?
https://preview.redd.it/voqebrfrk1rb1.png?width=1390&format=png&auto=webp&s=9a304ba824eef229171bcf3b8091f9de492e4994 | 2023-09-28T18:45:03 | https://www.reddit.com/r/LocalLLaMA/comments/16unz0b/mistral_7b_on_the_new_raspberry_pi_5_8gb_model/ | DiverDigital | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16unz0b | false | null | t3_16unz0b | /r/LocalLLaMA/comments/16unz0b/mistral_7b_on_the_new_raspberry_pi_5_8gb_model/ | false | false | 32 | null | |
How do we know OpenAI released benchmarks aren't being heavily optimized, through outside means? | 11 | I've recently started working with ML and NLP, so I'm sorry if this sounds Naive.
Unlike Llama 2 or other open source, we don't have access to the model weights for GPT-4, Claude or Bard, so Benchmark Evals are being run through either APIs or the chat Interface. So how do we know that the model isn't being Boosted by... | 2023-09-28T18:36:14 | https://www.reddit.com/r/LocalLLaMA/comments/16unqya/how_do_we_know_openai_released_benchmarks_arent/ | vatsadev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16unqya | false | null | t3_16unqya | /r/LocalLLaMA/comments/16unqya/how_do_we_know_openai_released_benchmarks_arent/ | false | false | self | 11 | null |
Ryzen, RAM, and P40's... Oh My! My Proxmox-VM Performance Metrics on r/LocalLlama | 16 | Hey there LocalLLaMA friends,
I just wanted to make a quick post to share some of my experiences and give some hope to people who may want to find a useable setup that doesn't cost a ton. I know I could be more detailed, but wanted to get something out 😇
I've been on a text generation odyssey, exploring the depths o... | 2023-09-28T18:15:33 | https://www.reddit.com/r/LocalLLaMA/comments/16un7yg/ryzen_ram_and_p40s_oh_my_my_proxmoxvm_performance/ | _redacted- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16un7yg | false | null | t3_16un7yg | /r/LocalLLaMA/comments/16un7yg/ryzen_ram_and_p40s_oh_my_my_proxmoxvm_performance/ | false | false | self | 16 | {'enabled': False, 'images': [{'id': 'lkhHJv8mdJqfRh1UwBmzWCTs0H4Inw2Ugpa0eeRnBck', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/2XWjLZRgmp4gyRdh7UWJJdFGyHYAlWYL9Q-rEfrT1Zs.jpg?width=108&crop=smart&auto=webp&s=de723b6ad3db101dc616591260b08a417f299523', 'width': 108}, {'height': 116, 'url': 'h... |
BERT vs. GPT: Which Excels More at Contextual Interpretation in Conversational AI? | 6 | **Maybe a dumb question, but I'm genuinely curious, and hoping the experts here can shed some light.**
I've been diving into ChatGPT's function calling feature lately, and I've found it to be quite impressive. For those unfamiliar, it essentially allows the model to select an appropriate function based on the user's p... | 2023-09-28T18:04:04 | https://www.reddit.com/r/LocalLLaMA/comments/16umxpn/bert_vs_gpt_which_excels_more_at_contextual/ | OldPin8654 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16umxpn | false | null | t3_16umxpn | /r/LocalLLaMA/comments/16umxpn/bert_vs_gpt_which_excels_more_at_contextual/ | false | false | self | 6 | null |
is Microsoft phi based on any novel architecture? I want to train my own Phi and have ample A100 in store, but can someone guide me on the process and architecture please. | 2 | seeking information on phi architecture | 2023-09-28T17:48:26 | https://www.reddit.com/r/LocalLLaMA/comments/16umkul/is_microsoft_phi_based_on_any_novel_architecture/ | Melodic_Wood | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16umkul | false | null | t3_16umkul | /r/LocalLLaMA/comments/16umkul/is_microsoft_phi_based_on_any_novel_architecture/ | false | false | self | 2 | null |
What ETFs would you consider to most accurately track "AI taking over"? | 0 | First, I hope this question is tolerated here. I am a regular and I know the sub's scope is a bit wider than just llama. So crossing fingers.
I have IE00BGV5VN51, but I am not totally sold on it. It was the best I could easily find when I noticed "holy shit, that ChatGPT thing is going to explode". But it seems to inc... | 2023-09-28T17:32:44 | https://www.reddit.com/r/LocalLLaMA/comments/16um6ng/what_etfs_would_you_consider_to_most_accurately/ | involviert | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16um6ng | false | null | t3_16um6ng | /r/LocalLLaMA/comments/16um6ng/what_etfs_would_you_consider_to_most_accurately/ | false | false | self | 0 | null |
The code interpreter is what I wanted | 57 | Hi, I have nearly 10 years of experience using Vim for Python/C++ development, spending a significant amount of time in the terminal every day. I've been using GPT to help me solve some daily challenges, such as working with libraries I rarely use and struggle to remember how to call. I use GPT to find answers. When I ... | 2023-09-28T17:05:14 | https://www.reddit.com/r/LocalLLaMA/comments/16ulhxt/the_code_interpreter_is_what_i_wanted/ | More-Shop9383 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ulhxt | false | null | t3_16ulhxt | /r/LocalLLaMA/comments/16ulhxt/the_code_interpreter_is_what_i_wanted/ | false | false | 57 | {'enabled': False, 'images': [{'id': 'tolR4NhBC8Zlw58x3qmhYujsLWDb4_wvcxfC_-00Wmk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/rOSiZwoaE8ZWxPdvJN_LT8idUYqOi_yDaukYB-jBC1A.jpg?width=108&crop=smart&auto=webp&s=28aa9362363b619a234f7d3136514ab44a9583ea', 'width': 108}, {'height': 108, 'url': 'h... | |
ML1 [34b,70b] - Phi 1/1.5 reproduction on LLaMa2 Architecture | 80 | Hi everyone! I am excited to introduce a new project called **ML1** that aims to build upon the success of Microsoft’s Phi1/Phi1.5 by developing a similar series of language models using a different set of base models to train with textbook synthesized data.
The goal is to develop a series of models that can express ... | 2023-09-28T16:50:45 | https://www.reddit.com/r/LocalLLaMA/comments/16ul4sw/ml1_34b70b_phi_115_reproduction_on_llama2/ | nickmitchko | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ul4sw | false | null | t3_16ul4sw | /r/LocalLLaMA/comments/16ul4sw/ml1_34b70b_phi_115_reproduction_on_llama2/ | false | false | self | 80 | {'enabled': False, 'images': [{'id': 'SRQqCJLLBWenZA-Vk4NmfhLIYoGP4qO_YhRZNcIHsgE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/TlN8fXuhzoMraEjoxJnMTjZpAcekJV--nUQanUj8-_8.jpg?width=108&crop=smart&auto=webp&s=5c63eeb0d15d3381f0bbadec162cca2f9ed72747', 'width': 108}, {'height': 116, 'url': 'h... |
Interactive tooling for local agents | 2 | Wouldn't it be awesome if an llm would interactively ask question and make suggestion while you write stuff?
I can see how far more granularity customized data could help people make their local setup more useful quicker. | 2023-09-28T16:42:30 | https://www.reddit.com/r/LocalLLaMA/comments/16ukxft/interactive_tooling_for_local_agents/ | amos-el | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ukxft | false | null | t3_16ukxft | /r/LocalLLaMA/comments/16ukxft/interactive_tooling_for_local_agents/ | false | false | self | 2 | null |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.