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Apple's first public LLM is called Ferret, powered by 8 Nivida A100 GPUs | 145 | https://www.notebookcheck.net/Apple-s-first-public-LLM-is-called-Ferret-powered-by-8-Nivida-A100-GPUs.787395.0.html
This one went unheard. What do you guys think about this? | 2023-12-30T06:00:32 | https://www.reddit.com/r/LocalLLaMA/comments/18u8joy/apples_first_public_llm_is_called_ferret_powered/ | SuccessfulWolf2454 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u8joy | false | null | t3_18u8joy | /r/LocalLLaMA/comments/18u8joy/apples_first_public_llm_is_called_ferret_powered/ | false | false | self | 145 | {'enabled': False, 'images': [{'id': 'QhPtPIDRKfDSfBgShzYaQ01Z3rBg7BoIftrMMn4aeA8', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/0GkDlXdkF2fH9ejZuEIcrpTSQZJxR09B9Th9VFGfOf0.jpg?width=108&crop=smart&auto=webp&s=8005e254416c65d3d4e2b7ab92518804a53cbdc5', 'width': 108}, {'height': 216, 'url': '... |
Looking for some LLM fine tuning help -- $$ | 2 | Tried to fine tune with Lora on some custom datasets i created but not really getting the results i want.
Trying to teach a model to be a specific agent for a specific company. Getting ok results with using huge sys prompt and such but i really want something much more fine tuned and onfountelty my 55 hours of youtube... | 2023-12-30T05:59:14 | https://www.reddit.com/r/LocalLLaMA/comments/18u8iqo/looking_for_some_llm_fine_tuning_help/ | BedDue942 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u8iqo | false | null | t3_18u8iqo | /r/LocalLLaMA/comments/18u8iqo/looking_for_some_llm_fine_tuning_help/ | false | false | self | 2 | null |
Moondream, a small vision language model based on Phi 1.5 | 46 | 2023-12-30T05:12:45 | https://github.com/vikhyat/moondream | radiiquark | github.com | 1970-01-01T00:00:00 | 0 | {} | 18u7oss | false | null | t3_18u7oss | /r/LocalLLaMA/comments/18u7oss/moondream_a_small_vision_language_model_based_on/ | false | false | 46 | {'enabled': False, 'images': [{'id': 'bYFC1mn06X1PjsMDAcs_F2pBPmRSViWT7iZ6oaRy8xQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/XAYwvBVI0QDMto9geZIHtIZ8vcMZb_pj7Dt2PKgSSPA.jpg?width=108&crop=smart&auto=webp&s=1b413d08abab552d0c3d43001492e4d942eb848e', 'width': 108}, {'height': 108, 'url': 'h... | ||
AI models shipping on Docker and Windows | 1 | Dear AI enthousiasts,
**TL;DR :**
Use container to ship AI models is really usefull for production environement and/or datascience platforms so i wanted to try it.
To dockerize a model with llama.cpp, you could use this Dockerfile :
FROM ghcr.io/ggerganov/llama.cpp:full
RUN mkdir -p /models
COPY blos... | 2023-12-30T05:06:34 | https://www.reddit.com/r/LocalLLaMA/comments/18u7kq7/ai_models_shipping_on_docker_and_windows/ | cabusar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u7kq7 | false | null | t3_18u7kq7 | /r/LocalLLaMA/comments/18u7kq7/ai_models_shipping_on_docker_and_windows/ | false | false | self | 1 | null |
Is Mixtral's medium-sized MOE model 8x14B? | 38 | [https://twitter.com/FernandoNetoAi/status/1740951479899365707](https://twitter.com/FernandoNetoAi/status/1740951479899365707) | 2023-12-30T04:33:36 | https://www.reddit.com/r/LocalLLaMA/comments/18u6yuz/is_mixtrals_mediumsized_moe_model_8x14b/ | Ward_0 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u6yuz | false | null | t3_18u6yuz | /r/LocalLLaMA/comments/18u6yuz/is_mixtrals_mediumsized_moe_model_8x14b/ | false | false | self | 38 | {'enabled': False, 'images': [{'id': 'ZYaD-KT7GgEgXeleSOUVvBfxv2LUFKpbdSxgC17jU_U', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/BqALpgAZ4bH7gE5RdN-sdXlsnsu4YAk9JW8-b8YaNmM.jpg?width=108&crop=smart&auto=webp&s=3f1346b7b34c8fa65c370f8e0bbadb2450473e7e', 'width': 108}], 'source': {'height': 94,... |
Which model to choose for Role Play? | 4 | Hello. Recently I plunged into the world of RP with neural networks. Set up the tavern, downloaded oobabooga. But then I came across a problem with the number of neural networks. Finding the right one is very difficult. Can you recommend any model for NSWF Roleplay? I have nvidia 3080 with 10GB VRAM. On average, it ca... | 2023-12-30T04:33:35 | https://www.reddit.com/r/LocalLLaMA/comments/18u6yur/which_model_to_choose_for_role_play/ | SDSS_Spai | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u6yur | false | null | t3_18u6yur | /r/LocalLLaMA/comments/18u6yur/which_model_to_choose_for_role_play/ | false | false | nsfw | 4 | null |
Llama 2 Responses Taking Multiple Minutes | 2 | Hello, I am trying to resolve an issue I am encountering when using llama2-7b through calls to HuggingFace. The code all executes flawlessly, and generates good output related to what I am asking. However, each question takes between 2-3 minutes to generate a response which is way too long for the purpose I am designin... | 2023-12-30T03:29:59 | https://www.reddit.com/r/LocalLLaMA/comments/18u5rqh/llama_2_responses_taking_multiple_minutes/ | ChillyPotPie | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u5rqh | false | null | t3_18u5rqh | /r/LocalLLaMA/comments/18u5rqh/llama_2_responses_taking_multiple_minutes/ | false | false | self | 2 | null |
Mixtral is very impressive with a non-english prompt | 12 | 2023-12-30T03:17:15 | celsowm | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18u5iw4 | false | null | t3_18u5iw4 | /r/LocalLLaMA/comments/18u5iw4/mixtral_is_very_impressive_with_a_nonenglish/ | false | false | 12 | {'enabled': True, 'images': [{'id': 'J_3YqIDxF-AYzk9fj6KYAzxmD-S9taxYXYuz-NFBbtc', 'resolutions': [{'height': 50, 'url': 'https://preview.redd.it/ygwrmwr0oc9c1.png?width=108&crop=smart&auto=webp&s=aec95b5e7127fb3aa860bb0bf8407661a8e2f92a', 'width': 108}, {'height': 101, 'url': 'https://preview.redd.it/ygwrmwr0oc9c1.png... | |||
jina-embeddings-v2-base memory usage | 1 | This model's spec indicate that its [size is 270MB](https://huggingface.co/spaces/mteb/leaderboard) however it immediately consumes 3.7 GB when loaded and run on a small document. Can anyone shed light on its memory usage? What are the factors that most affects its memory usage? | 2023-12-30T03:04:03 | https://www.reddit.com/r/LocalLLaMA/comments/18u59eo/jinaembeddingsv2base_memory_usage/ | pluteski | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u59eo | false | null | t3_18u59eo | /r/LocalLLaMA/comments/18u59eo/jinaembeddingsv2base_memory_usage/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'CCVJBt0-kH9o-QPgo7qiP6d0ggaejrGSkWh3JVtDcDI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/iYVtrsZl3kFqjPYxjf8P4KI2yNqNg1tTH0nEkwndRag.jpg?width=108&crop=smart&auto=webp&s=366efcfca18e3d6b38a0a171eb19fe76a433367e', 'width': 108}, {'height': 116, 'url': 'h... |
Can I inference Open Chat 3.5 (Mixtral?) with lora support on VLLM or as Fast solution ? | 1 | [removed] | 2023-12-30T02:49:03 | https://www.reddit.com/r/LocalLLaMA/comments/18u4yjl/can_i_inference_open_chat_35_mixtral_with_lora/ | PotentialFun1516 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u4yjl | false | null | t3_18u4yjl | /r/LocalLLaMA/comments/18u4yjl/can_i_inference_open_chat_35_mixtral_with_lora/ | false | false | self | 1 | null |
Can I inference Open Chat 3.5 (Mixtral?) with lora support on VLLM or as Fast solution ? | 1 | [removed] | 2023-12-30T02:48:32 | https://www.reddit.com/r/LocalLLaMA/comments/18u4y6f/can_i_inference_open_chat_35_mixtral_with_lora/ | PotentialFun1516 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u4y6f | false | null | t3_18u4y6f | /r/LocalLLaMA/comments/18u4y6f/can_i_inference_open_chat_35_mixtral_with_lora/ | false | false | self | 1 | null |
Can I inference Open Chat 3.5 (Mixtral?) with lora support on VLLM or as Fast solution ? | 1 | [removed] | 2023-12-30T02:46:42 | https://www.reddit.com/r/LocalLLaMA/comments/18u4wyk/can_i_inference_open_chat_35_mixtral_with_lora/ | PotentialFun1516 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u4wyk | false | null | t3_18u4wyk | /r/LocalLLaMA/comments/18u4wyk/can_i_inference_open_chat_35_mixtral_with_lora/ | false | false | self | 1 | null |
Gemini Pro is the worst LLM I've seen: It refused to summarize a scientific article due to violation of "safety policies". At first it started answering but got interrupted and removed its own answer! | 2 | 2023-12-30T02:39:07 | nderstand2grow | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18u4rk0 | false | null | t3_18u4rk0 | /r/LocalLLaMA/comments/18u4rk0/gemini_pro_is_the_worst_llm_ive_seen_it_refused/ | false | false | 2 | {'enabled': True, 'images': [{'id': '3k66Dta5l3l9TkfuFfuhzc-WWJVGKzxoHzjrVfVY9pI', 'resolutions': [{'height': 87, 'url': 'https://preview.redd.it/trl3djl5hc9c1.png?width=108&crop=smart&auto=webp&s=4a98d2e04516f52db954059aea84196bb6361503', 'width': 108}, {'height': 175, 'url': 'https://preview.redd.it/trl3djl5hc9c1.png... | |||
Anyone tried Mamba-3B-Zephyr? | 14 | 2023-12-30T02:18:58 | https://twitter.com/xiuyu_l/status/1740806425843294606?t=l_Et0TAtZJuq2E-BkvRyUg&s=19 | Iboxelephants | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 18u4d8q | false | {'oembed': {'author_name': 'Xiuyu Li', 'author_url': 'https://twitter.com/xiuyu_l', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Mamba is really exciting, but its potential remains untapped due to a lack of instruction-tuning and alignment. Inspired by <a hr... | t3_18u4d8q | /r/LocalLLaMA/comments/18u4d8q/anyone_tried_mamba3bzephyr/ | false | false | default | 14 | {'enabled': False, 'images': [{'id': 'dKu1HkhzGJBkKtkrSgdDvI8Eq4uKbn9ba8Jik8Jb_0c', 'resolutions': [{'height': 41, 'url': 'https://external-preview.redd.it/S_cU8IrjbaUJ4LmjvwEBeAKj6rXvxQmw8UV_ZLMt_qY.jpg?width=108&crop=smart&auto=webp&s=98180bc1f81c72b94d7e7b404a1fab56d3e6ed0a', 'width': 108}], 'source': {'height': 54,... | |
Accuracy on quantisation | 2 | Does anybody know how much does model do insane if we quantise it to int 8 or maybe even int 4 lol. I mean is it surprisingly usable a lot without just the proficiency in only accurate things like code generation or math or maybe even struggles to summarise text correctly.
This question was for llm's in general but fo... | 2023-12-30T01:51:50 | https://www.reddit.com/r/LocalLLaMA/comments/18u3tae/accuracy_on_quantisation/ | Winter_Importance436 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u3tae | false | null | t3_18u3tae | /r/LocalLLaMA/comments/18u3tae/accuracy_on_quantisation/ | false | false | self | 2 | null |
Ball in the cup | 1 | I read this idea few months ago and I am still trying to find llm which can solve this puzzle :)
"Anna enters and places a cup on the table
Beata enters and puts a ball into the cup
Anna leaves the room
Celina enters and rotates the cup upside down:
Beata leaves the room
Daria enters and moves the cup to the b... | 2023-12-30T01:43:50 | https://www.reddit.com/r/LocalLLaMA/comments/18u3nb0/ball_in_the_cup/ | jacek2023 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u3nb0 | false | null | t3_18u3nb0 | /r/LocalLLaMA/comments/18u3nb0/ball_in_the_cup/ | false | false | self | 1 | null |
Best RLHF repo | 1 | Hi
I am new here. I am looking to do fine-tuning on open-source model, such as Mistral, LLAMA, etc. I am trying to do RLHF. Wha are some best RLHF repo? I know there is Colossal, DeepSpeed-Chat, and TRXL. What is the one that is most easy to use? Thanks. | 2023-12-29T23:56:14 | https://www.reddit.com/r/LocalLLaMA/comments/18u1c8e/best_rlhf_repo/ | Dense-Smf-6032 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u1c8e | false | null | t3_18u1c8e | /r/LocalLLaMA/comments/18u1c8e/best_rlhf_repo/ | false | false | self | 1 | null |
🐺🐦⬛ LLM Comparison/Test: Ranking updated with 10 new models (the best 7Bs)! | 244 | After a little detour, where I [tested and compared prompt formats](https://www.reddit.com/r/LocalLLaMA/comments/18ljvxb/llm_prompt_format_comparisontest_mixtral_8x7b/) instead of models last time, here's another of my LLM Comparisons/Tests:
By popular request, I've looked again at the current best 7B models (accordin... | 2023-12-29T23:43:30 | https://www.reddit.com/r/LocalLLaMA/comments/18u122l/llm_comparisontest_ranking_updated_with_10_new/ | WolframRavenwolf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u122l | false | null | t3_18u122l | /r/LocalLLaMA/comments/18u122l/llm_comparisontest_ranking_updated_with_10_new/ | false | false | self | 244 | {'enabled': False, 'images': [{'id': 'dAl1o6vx4Hll2rNEbrHF-aZ2drWTMFofBajVdA-Jws4', 'resolutions': [{'height': 114, 'url': 'https://external-preview.redd.it/zdJHDCMujzarVP18xm0BBtQT1bYeD1SYly4kbaQKhDg.jpg?width=108&crop=smart&auto=webp&s=fa316911feb1505a072535d75e96115a390dfd35', 'width': 108}, {'height': 229, 'url': '... |
Benchmarking the Benchmarks - Correlation with Human Preference | 32 | It seems Chatbot Arena is the only trusted leaderboard right now. But since it tests models so slowly, I wanted to see if there were any good alternatives. I found a bunch of leaderboards which have overlap with the Arena's tested models, and found their correlation with the Arena Elo Rating.
| Correlation | Benchmark... | 2023-12-29T23:33:29 | https://www.reddit.com/r/LocalLLaMA/comments/18u0tu3/benchmarking_the_benchmarks_correlation_with/ | DontPlanToEnd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u0tu3 | false | null | t3_18u0tu3 | /r/LocalLLaMA/comments/18u0tu3/benchmarking_the_benchmarks_correlation_with/ | false | false | self | 32 | null |
Gathering information for a directed conversation? | 1 | Here is the scenario:
* You want a chat conversation where the agent/model will attempt to find out facts A, B, and C from the user.
* Depending on A, B, and C, the agent/model will direct the conversation towards topic D or E
* Iterate with more complex topic graphs
Picture the graph/flow chart people will take on a... | 2023-12-29T23:32:31 | https://www.reddit.com/r/LocalLLaMA/comments/18u0t1m/gathering_information_for_a_directed_conversation/ | nulldiver | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u0t1m | false | null | t3_18u0t1m | /r/LocalLLaMA/comments/18u0t1m/gathering_information_for_a_directed_conversation/ | false | false | self | 1 | null |
Why has YAYI2-30B not been quantized yet? | 47 | [YAYI-2](https://www.reddit.com/r/LocalLLaMA/comments/18r0uk1/yayi230b_new_chinese_base_model_pretrained_on/) seems very promising since it was trained on 2.65T tokens. Its not everyday we get such a large foundational model so I'm surprised it hasn't been quantized yet (please correct me if I'm wrong). Has anyone trie... | 2023-12-29T23:30:10 | https://www.reddit.com/r/LocalLLaMA/comments/18u0r09/why_has_yayi230b_not_been_quantized_yet/ | jd_3d | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u0r09 | false | null | t3_18u0r09 | /r/LocalLLaMA/comments/18u0r09/why_has_yayi230b_not_been_quantized_yet/ | false | false | self | 47 | null |
Axolotl's Mixtral finetuning is currently broken | 52 | There's been a lot of confusion recently about why Mixtral finetuning appears to not be working as expected compared to the official Mixtral Instruct model.
Well, I believe I have the answer after doing some investigation:
https://preview.redd.it/htj4kfhkeb9c1.png?width=825&format=png&auto=webp&s=49e3f0f5b480b8538... | 2023-12-29T23:10:24 | https://www.reddit.com/r/LocalLLaMA/comments/18u0ax5/axolotls_mixtral_finetuning_is_currently_broken/ | kindacognizant | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u0ax5 | false | null | t3_18u0ax5 | /r/LocalLLaMA/comments/18u0ax5/axolotls_mixtral_finetuning_is_currently_broken/ | false | false | 52 | {'enabled': False, 'images': [{'id': 'resM9YA9KnNzVRUQ8Kq5BjCw9vuHyuTOukGqXifQiNU', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/_EPUTbrbd5RH0OUXfsOpQ1Y1ISi7_GQ02Rk2fBS7Q1M.jpg?width=108&crop=smart&auto=webp&s=fb0aa430a33abeda55c036ec2fbda9fdb3066423', 'width': 108}, {'height': 216, 'url': '... | |
Sarah Story Teller 13b model with a real personality | 4 | 2023-12-29T23:04:53 | FPham | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18u06i1 | false | null | t3_18u06i1 | /r/LocalLLaMA/comments/18u06i1/sarah_story_teller_13b_model_with_a_real/ | false | false | 4 | {'enabled': True, 'images': [{'id': 'sUOSkgz7rKxpzwRPT_rsBgHdkMB8w--_1mjdH-TRrno', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/qk956zyieb9c1.jpeg?width=108&crop=smart&auto=webp&s=07663ae5ef6ce74ff5aafc5c530ba7220f5b8598', 'width': 108}, {'height': 216, 'url': 'https://preview.redd.it/qk956zyieb9c1.j... | |||
Finetune + Deploy an LLM model on runpod | 3 | Hello, I am not sure if this is against the rules or not(posting a job). Please let me know if it's against the rules.
To put it simply am looking for someone who can finetune a 13/30B parameter model and deploy it on a runpod server that would interact with the main app/server. The main/app server will provide the pr... | 2023-12-29T23:03:33 | https://www.reddit.com/r/LocalLLaMA/comments/18u05hj/finetune_deploy_an_llm_model_on_runpod/ | ll_Teto_ll | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18u05hj | false | null | t3_18u05hj | /r/LocalLLaMA/comments/18u05hj/finetune_deploy_an_llm_model_on_runpod/ | false | false | self | 3 | null |
Why Phi-2 says it’s trained by OpenAI? | 1 | I just tried Phi2 (by Microsoft) with ollama. Asked who made you and it says OpenAI..?!
I read in the report that its dataset was curated text books though.
Also another thing as you see in the screenshot, it refuses answer the question about which stocks to buy. Even though it was again [mentioned](https://huggingfac... | 2023-12-29T22:51:53 | PopNo4037 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18tzvyu | false | null | t3_18tzvyu | /r/LocalLLaMA/comments/18tzvyu/why_phi2_says_its_trained_by_openai/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'Vegb_JATblhlTq2trqN8eCDRLelW6vyGwmNNRvMFcw8', 'resolutions': [{'height': 50, 'url': 'https://preview.redd.it/gtgzaugpcb9c1.jpeg?width=108&crop=smart&auto=webp&s=75f9d038e3f29c5bc66729b4bf8249c637ee8cfb', 'width': 108}, {'height': 100, 'url': 'https://preview.redd.it/gtgzaugpcb9c1.jp... | ||
Record? | 1 | 2023-12-29T22:47:46 | Creative_Bottle_3225 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18tzskf | false | null | t3_18tzskf | /r/LocalLLaMA/comments/18tzskf/record/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'XQwTYNnZZUxYT6f4yq9JcMsf3TUEjBsMTKn6FYtIRPw', 'resolutions': [{'height': 80, 'url': 'https://preview.redd.it/3vomj4zubb9c1.png?width=108&crop=smart&auto=webp&s=45fb1783223960e7c4c925d243b013e250cd5bbd', 'width': 108}, {'height': 160, 'url': 'https://preview.redd.it/3vomj4zubb9c1.png... | |||
What is my bottleneck? | 6 | My speeds running GGUF quants are very bad. Without offloading any layers to the GPU, I get 3 tokens/s with Mistral 7B on a Ryzen 5 5600 6 cores and 32GB 2133MHz RAM. I have mixed RAM sticks and the slowest is 2133 MHz, so they all run at that speed.
I'm considering upgrading to faster RAM but I wonder if my CPU is a ... | 2023-12-29T22:43:49 | https://www.reddit.com/r/LocalLLaMA/comments/18tzp9a/what_is_my_bottleneck/ | Silvestron | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tzp9a | false | null | t3_18tzp9a | /r/LocalLLaMA/comments/18tzp9a/what_is_my_bottleneck/ | false | false | self | 6 | null |
Creating a json file to fine tune a llama2 model | 1 |
Hi everyone! I’m trying to learn how to fine tune a llama 2 model. The main issues I’m having is with creating the json data set.
The specific issue I’m having is I don’t understand how to create the data set format. For instance, some of the data sets use the format {input, output}, while another will use {user, q... | 2023-12-29T22:26:57 | https://www.reddit.com/r/LocalLLaMA/comments/18tzb0n/creating_a_json_file_to_fine_tune_a_llama2_model/ | Turnip_Cat_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tzb0n | false | null | t3_18tzb0n | /r/LocalLLaMA/comments/18tzb0n/creating_a_json_file_to_fine_tune_a_llama2_model/ | false | false | self | 1 | null |
Wanting to build a dedicated AI rig. Looking for guidance | 19 | I’m currently running an OpenHermes 7b model on an M1 with 16GB ram. It’s a dedicated system - I log in via ssh, and interact with my model via a basic React.js frontend that I built.
I want to ‘level up’ and get a decent machine. It doesn’t need to be a Mac. I’m comfortable in *nix and have built machines from parts ... | 2023-12-29T21:44:04 | Data_Driven_Guy | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18tybf0 | false | null | t3_18tybf0 | /r/LocalLLaMA/comments/18tybf0/wanting_to_build_a_dedicated_ai_rig_looking_for/ | false | false | 19 | {'enabled': True, 'images': [{'id': '75Uq8FHhh41rdCPBpFXMVsmMYx21pLiO_a4nHCwzAes', 'resolutions': [{'height': 76, 'url': 'https://preview.redd.it/p17jzovl0b9c1.jpeg?width=108&crop=smart&auto=webp&s=86dcab96a74834a98955a9efad16e75744dbd889', 'width': 108}, {'height': 153, 'url': 'https://preview.redd.it/p17jzovl0b9c1.jp... | ||
Trying some RP, 2 quick questions | 1 | I'm completely new to hosting Llama locally. I installed LM Studio the other day and am trying RP. I created a system prompt, which seems to be working, except the roles are reversed. I created a role for the AI by saying "You are...." and describing its role, and I created a role for myself by saying "I am..." and des... | 2023-12-29T20:56:55 | https://www.reddit.com/r/LocalLLaMA/comments/18tx8ka/trying_some_rp_2_quick_questions/ | CincyTriGuy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tx8ka | false | null | t3_18tx8ka | /r/LocalLLaMA/comments/18tx8ka/trying_some_rp_2_quick_questions/ | false | false | self | 1 | null |
KwaiAgents: Generalized Information-seeking Agent System with Large Language Models - Kuaishou Inc. 2023 - 2 Open-source models fine tuned for agent systems! Better than GPT-3.5 turbo as an agent! | 33 | Paper: [https://arxiv.org/abs/2312.04889v1](https://arxiv.org/abs/2312.04889v1)
Github: [https://github.com/kwaikeg/kwaiagents](https://github.com/kwaikeg/kwaiagents)
Models: [https://huggingface.co/collections/kwaikeg/kagentlms-6551e685b5ec9f9a077d42ef](https://huggingface.co/collections/kwaikeg/kagentlms-6551e685b5... | 2023-12-29T20:56:00 | https://www.reddit.com/r/LocalLLaMA/comments/18tx7tr/kwaiagents_generalized_informationseeking_agent/ | Singularian2501 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tx7tr | false | null | t3_18tx7tr | /r/LocalLLaMA/comments/18tx7tr/kwaiagents_generalized_informationseeking_agent/ | false | false | 33 | null | |
SillyTavern good for regular AI chat? | 6 | Hi! I'm seeing the SillyTavern is a very popular chat in the Openrouter ranking. I see it's advanced and the main feature is character AI chat. My question is: Is it also good for regular AI chat or you can't set it for regular chat like we do for Librachat etc? I searched but couldn't find talking about this question | 2023-12-29T20:52:36 | https://www.reddit.com/r/LocalLLaMA/comments/18tx54a/sillytavern_good_for_regular_ai_chat/ | winteum | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tx54a | false | null | t3_18tx54a | /r/LocalLLaMA/comments/18tx54a/sillytavern_good_for_regular_ai_chat/ | false | false | self | 6 | null |
Best local model or workflow for non-fiction co-writer? | 1 | I’ve searched far and wide, and almost every post about open source models that work reasonably well for writing is all about creative writing + roleplay. Those are great for their use cases, but what about for those of us not writing fiction, fan-fic, screenplays, or ERP virtual companions?
Which models (or combinat... | 2023-12-29T20:48:55 | https://www.reddit.com/r/LocalLLaMA/comments/18tx22l/best_local_model_or_workflow_for_nonfiction/ | jkende | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tx22l | false | null | t3_18tx22l | /r/LocalLLaMA/comments/18tx22l/best_local_model_or_workflow_for_nonfiction/ | false | false | self | 1 | null |
Mistral Medium is in the Arena now! | 97 | Mistral medium, which is the most capable model from Mistralai so far, is now available in LMSYS chatbot arena.
You can chat with the model freely and evaluate it against other models.
https://chat.lmsys.org/ | 2023-12-29T20:33:38 | https://www.reddit.com/r/LocalLLaMA/comments/18twpfu/mistral_medium_is_in_the_arena_now/ | Amgadoz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18twpfu | false | null | t3_18twpfu | /r/LocalLLaMA/comments/18twpfu/mistral_medium_is_in_the_arena_now/ | false | false | self | 97 | null |
How long have LLMs existed? | 20 | I am just wondering how long have researchers been able to actually chat with an LLM in the same way we do now?
I am a software developer and I was "into AI" but not in particular an AI developer and LLMs have sort of caught me off guard. I was thinking we're at least a decade away from something like GPT2. | 2023-12-29T20:24:26 | https://www.reddit.com/r/LocalLLaMA/comments/18twhr3/how_long_have_llms_existed/ | freecodeio | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18twhr3 | false | null | t3_18twhr3 | /r/LocalLLaMA/comments/18twhr3/how_long_have_llms_existed/ | false | false | self | 20 | null |
End to End Local Mistral-7b Finetune for AI Classics Assistant on Mac M2 Max | 66 | **Top Project Goa**l: Finetune a small form factor model (e.g. Mistral-7b) to be a classics AI assistant.
**Prior Step**: [Run Mixtral 8x7b locally top generate a high quality training set for fine-tuning](https://www.reddit.com/r/LocalLLaMA/comments/18p731p/project_using_mixtral_8x7b_instruct_v01_q8_to/).
**Current ... | 2023-12-29T20:16:13 | https://www.reddit.com/r/LocalLLaMA/comments/18twas5/end_to_end_local_mistral7b_finetune_for_ai/ | Mbando | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18twas5 | false | null | t3_18twas5 | /r/LocalLLaMA/comments/18twas5/end_to_end_local_mistral7b_finetune_for_ai/ | false | false | 66 | {'enabled': False, 'images': [{'id': '7qrB9N-vbXwBhavdLNnhaMTx7suOaJTMHOKvRado3Wk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/lRwFAZXuAY-RhrZhyvqHjKxPfjxje3oSNxYEIJdxOso.jpg?width=108&crop=smart&auto=webp&s=cf33d7b3369af9ddf0d922cdd2f7a3742fd03b7c', 'width': 108}, {'height': 108, 'url': 'h... | |
Are there any text based models trained on free use/public domain training? | 1 | I'd like to use AI to help me flesh out a world for my game but I don't want written descriptions generated by the AI to be at risk for copyright claims or something like that. Are there any models trained only on free use/public domain materials that I can generally use without risk of copyright infringement?
Stable ... | 2023-12-29T19:42:54 | https://www.reddit.com/r/LocalLLaMA/comments/18tviph/are_there_any_text_based_models_trained_on_free/ | RedtailPWN | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tviph | false | null | t3_18tviph | /r/LocalLLaMA/comments/18tviph/are_there_any_text_based_models_trained_on_free/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'mdl-jc4RqCjlRCxV7SsVivxQwfbudymweMHU6mu6lSw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/tycOa5vHLLNOU8V-iP2WR4TAb4ni-CxzUwcIKPbC00g.jpg?width=108&crop=smart&auto=webp&s=816326409357cbb10451b4bb262d9a1a48279f62', 'width': 108}, {'height': 116, 'url': 'h... |
How to use education budget to become an AI/LLM (solution) dev? | 3 | Hey there,
I am excited about all the AI stuff going on. So far I read a lot, know a little bit about the terms in this area, etc. But from a practical point of view, I can ask the AI some questions and maybe follow (or better copy) tutorials, when it comes to installing a LLM somewhere. So basically, I am just tech-s... | 2023-12-29T19:34:39 | https://www.reddit.com/r/LocalLLaMA/comments/18tvbt1/how_to_use_education_budget_to_become_an_aillm/ | TheBlackPersian | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tvbt1 | false | null | t3_18tvbt1 | /r/LocalLLaMA/comments/18tvbt1/how_to_use_education_budget_to_become_an_aillm/ | false | false | self | 3 | null |
Is anyone working on a wrapper/interface/model that can compress context to maintain an understanding of chat history for longer? | 1 | [removed] | 2023-12-29T19:12:05 | https://www.reddit.com/r/LocalLLaMA/comments/18tut1k/is_anyone_working_on_a_wrapperinterfacemodel_that/ | SlimeHernandez | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tut1k | false | null | t3_18tut1k | /r/LocalLLaMA/comments/18tut1k/is_anyone_working_on_a_wrapperinterfacemodel_that/ | false | false | self | 1 | null |
Deep Learning vs String Theory | 1 | [removed] | 2023-12-29T19:09:23 | onil_gova | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18tuqr7 | false | null | t3_18tuqr7 | /r/LocalLLaMA/comments/18tuqr7/deep_learning_vs_string_theory/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'FeiaSLBPyRKMm2ocHAXeIOZQmgKXhV9nCR66f4kcKZE', 'resolutions': [{'height': 62, 'url': 'https://preview.redd.it/ax9kq8f09a9c1.jpeg?width=108&crop=smart&auto=webp&s=1f666e292f2d160764dda1bd304661f168a987fd', 'width': 108}, {'height': 125, 'url': 'https://preview.redd.it/ax9kq8f09a9c1.jp... | ||
Mistral/Mixtral/LLaMA - 2bit QuIP ? | 3 | Hi,
does anyone know if it is possible to convert and use mistral, mixtral or llama models with 2bit QuIP quantization just yet ??
And how does 2bit QuIP compare to the latest llama.cpp AWQ implementation in terms of hardware requirements and quality/perplexity ?
​ | 2023-12-29T18:34:33 | https://www.reddit.com/r/LocalLLaMA/comments/18ttxkq/mistralmixtralllama_2bit_quip/ | Glat0s | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ttxkq | false | null | t3_18ttxkq | /r/LocalLLaMA/comments/18ttxkq/mistralmixtralllama_2bit_quip/ | false | false | self | 3 | null |
Simple local LLM application in python | 6 | I coded up this single source file python example of a credit card transaction categorizer. Llama or mistral both should work fine. Should be a lot of use cases for this type of thing. Gather tiny amount of input. Generate prompt. Sanitize output.
[https://github.com/blakeb211/billcat-local-llm](https://github.com/bla... | 2023-12-29T18:30:50 | https://www.reddit.com/r/LocalLLaMA/comments/18ttuju/simple_local_llm_application_in_python/ | brotherblak | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ttuju | false | null | t3_18ttuju | /r/LocalLLaMA/comments/18ttuju/simple_local_llm_application_in_python/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': '7epDZyZwzIampilz-9y235Tfhu5-DSNWDrLQ3ETCCWw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/hNIHfMBJs35CZYAoUAMM3kTZlpMpEQPPM_7aLbRc5Lo.jpg?width=108&crop=smart&auto=webp&s=0574bc877bc88846ddd3b4100c88328926191f05', 'width': 108}, {'height': 108, 'url': 'h... |
Best way to interact with local LLMs from distributed app? | 2 | I'm working on a project (https://github.com/jasonjmcghee/rem) and want to interact with local LLMs.
If I choose a specific one, say Ollama, I could distribute the binary with the app and talk to it via Stdin / Stdout.
Another option would be to have a specific template I use and allow a specified binary or network i... | 2023-12-29T18:23:18 | https://www.reddit.com/r/LocalLLaMA/comments/18tto7d/best_way_to_interact_with_local_llms_from/ | -json- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tto7d | false | null | t3_18tto7d | /r/LocalLLaMA/comments/18tto7d/best_way_to_interact_with_local_llms_from/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'e52mWcw9WWxeQn7k35MVCZue9oqtg0kHmnklArzA8Dc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/5Q6GPo1wXY5A45LHit3voF4BpduWPisfx2Uu2wRo6oc.jpg?width=108&crop=smart&auto=webp&s=b44b379693c48e33c565e377d2bbd75007b158ad', 'width': 108}, {'height': 108, 'url': 'h... |
Mixtral on Colab/3060 at 2 Tok/sec with new research | 73 | Another win for the local llm enjoyers.
https://x.com/sbeastwindy/status/1740788225038578083?s=20
New method of offloading experts from vram and using speculative expert loading we get over 3x improvement in inference speeds on Colab and low end gpus. | 2023-12-29T17:40:09 | https://www.reddit.com/r/LocalLLaMA/comments/18tsnty/mixtral_on_colab3060_at_2_toksec_with_new_research/ | Eastwindy123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tsnty | false | null | t3_18tsnty | /r/LocalLLaMA/comments/18tsnty/mixtral_on_colab3060_at_2_toksec_with_new_research/ | false | false | self | 73 | {'enabled': False, 'images': [{'id': '6Qb-19UTMjckazNisyu46ujyterOtCf0sSMA1Fl2Vsc', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/XHBGk0IXkKxb8cGm8ryiLlzFk6rrfN8m_rUAq0n4cpw.jpg?width=108&crop=smart&auto=webp&s=d9b17298fbd3a908601fb2b9a8640c0ea1e19871', 'width': 108}], 'source': {'height': 20... |
Will Llama 3 be equivalent in terms of hardware requirements to Llama 2? | 1 | I had this question after the Mistral 7b and Qwen 72B were released. Mistral 7 and Qwen 72 require noticeably more performance to run on a local machine. What is this connected with? Both models are more productive than their counterparts from Meta, but at the same time, Llama 1 and Llama 2 do not differ from each othe... | 2023-12-29T17:39:08 | https://www.reddit.com/r/LocalLLaMA/comments/18tsmza/will_llama_3_be_equivalent_in_terms_of_hardware/ | Secret_Joke_2262 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tsmza | false | null | t3_18tsmza | /r/LocalLLaMA/comments/18tsmza/will_llama_3_be_equivalent_in_terms_of_hardware/ | false | false | self | 1 | null |
Mixtral 2 Tok/s on free Colab/RTX 3060! | 1 | [deleted] | 2023-12-29T17:36:27 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 18tskpv | false | {'oembed': {'author_name': 'Srinivas Billa', 'author_url': 'https://twitter.com/sbeastwindy', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Mixtral 2 Tok/s on free Colab/RTX 3060! Huge for local llm enthusiasts.<a href="https://t.co/ENrCEDTggF">https://t.co/E... | t3_18tskpv | /r/LocalLLaMA/comments/18tskpv/mixtral_2_toks_on_free_colabrtx_3060/ | false | false | default | 1 | null | ||
What Local LLM is this fake Reddit user likely using? | 1 | Seeing these bots pop up everywhere farming to be used for a series of scams or ads.
[This one](https://old.reddit.com/user/Fit_Weird29) is doing well as it survived so far because of some top comments in AskReddit threads.
I'm curious what LLM you think it's using if you had to guess? ChatGPT4 or 3.5 is notably much... | 2023-12-29T17:21:56 | https://www.reddit.com/r/LocalLLaMA/comments/18ts8k0/what_local_llm_is_this_fake_reddit_user_likely/ | Due-Ad-7308 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18ts8k0 | false | null | t3_18ts8k0 | /r/LocalLLaMA/comments/18ts8k0/what_local_llm_is_this_fake_reddit_user_likely/ | false | false | self | 1 | null |
llama-cpp-python agent framework for chat, structured output and function calling. | 12 | # llama-cpp-agent Framework
## Introduction
The llama-cpp-agent framework is a tool designed for easy interaction with Large Language Models (LLMs). It provides a simple yet robust interface using llama-cpp-python, allowing users to chat with LLM models, execute structured function calls and get structured output.
##... | 2023-12-29T17:06:34 | https://www.reddit.com/r/LocalLLaMA/comments/18trw4d/llamacpppython_agent_framework_for_chat/ | FlowerPotTeaTime | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18trw4d | false | null | t3_18trw4d | /r/LocalLLaMA/comments/18trw4d/llamacpppython_agent_framework_for_chat/ | false | false | self | 12 | {'enabled': False, 'images': [{'id': 'rUne5dB2Mw99CBJgyBzTu9FA9h7Y0XEFCEPH2SDigS4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/4CO0dUldb14Dk6ujHq-DUfZa2eU3B480oXDWyRlFSe4.jpg?width=108&crop=smart&auto=webp&s=2bbd33749e31e0af2369b4d62179436675923fb3', 'width': 108}, {'height': 108, 'url': 'h... |
Offline voice assistant using Ollama API, Mistral 7B, and Whisper | 30 | An offline voice assistant using Mistral 7b LLM and Whisper speech recognition models, all using the Ollama API. It supports Apple silicon Macs and looks to be very fast. Based on the config it could also support other local models.
See: [https://x.com/apeatling/status/1740405466214310077](https://x.com/apeatling/stat... | 2023-12-29T16:49:54 | https://www.reddit.com/r/LocalLLaMA/comments/18trhzi/offline_voice_assistant_using_ollama_api_mistral/ | PleasantYoung513 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18trhzi | false | null | t3_18trhzi | /r/LocalLLaMA/comments/18trhzi/offline_voice_assistant_using_ollama_api_mistral/ | false | false | 30 | {'enabled': False, 'images': [{'id': 'BnniW5vEi6ApOMyzg5LzR1z7h30e-3OhpwcYHKt3HlM', 'resolutions': [{'height': 70, 'url': 'https://external-preview.redd.it/Z7cZJ6UtAVqN26Fp2kxbfFJv0YX3SV0q-hNEyFhg_lo.jpg?width=108&crop=smart&auto=webp&s=dd1837b8ec49c544a831614b5de87a5a0868047c', 'width': 108}, {'height': 140, 'url': 'h... | |
Fullmetal: Self-hosted alternative to ChatGPT API | 2 | Happy Holidays r/LocalLLaMA!
​
I wanted to share my side-project [Fullmetal](https://www.fullmetal.ai/) which makes self-hosting open-source LLMs lightning fast. Self-hosting is 100% free, and the prompts & responses are bi-directionally encrypted.
​
I hope this project will be helpful to some people ... | 2023-12-29T16:14:59 | https://www.reddit.com/r/LocalLLaMA/comments/18tqph5/fullmetal_selfhosted_alternative_to_chatgpt_api/ | m0dE | self.LocalLLaMA | 2023-12-29T16:30:23 | 0 | {} | 18tqph5 | false | null | t3_18tqph5 | /r/LocalLLaMA/comments/18tqph5/fullmetal_selfhosted_alternative_to_chatgpt_api/ | false | false | 2 | {'enabled': False, 'images': [{'id': 'ibz-WbgWLTq9fNGmdvXvmXTzV2aIzevVHMd_bWL6pI8', 'resolutions': [{'height': 51, 'url': 'https://external-preview.redd.it/PsFbR9pcdvnvrfb30xRrSwJpUgWhFd92XS9Sc91Zbyo.jpg?width=108&crop=smart&auto=webp&s=9a0618960627365724dd3323a310474b4ce0e12f', 'width': 108}, {'height': 103, 'url': 'h... | |
Extremely slow inference speed with dual Quadro P5000s | 2 | I just downloaded LM Studio a few days ago and I am having some disappointing results given what I think my hardware should be capable of.
​
I have a Lenovo P520 Workstation computer running Windows 11 with the following specs:
Xeon W-2133 (six cores)
2x nvidia Quadro P5000 GPUs (16 GB each)
256 GB RAM (213... | 2023-12-29T16:01:50 | https://www.reddit.com/r/LocalLLaMA/comments/18tqeuz/extremely_slow_inference_speed_with_dual_quadro/ | BadNature | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tqeuz | false | null | t3_18tqeuz | /r/LocalLLaMA/comments/18tqeuz/extremely_slow_inference_speed_with_dual_quadro/ | false | false | self | 2 | null |
Is training limited by memory bandwidth? 100% GPU util | 8 | Been reading about how LLMs are highly dependent on the GPU memory bandwidth, especially during training.
But when I do a 4-bit LoRA finetune on 7B model using RTX 3090,
\- GPU util is 94-100%
\- mem bandwidth util is 54%
\- mem usage is 9.5 GB out of 24 GB
This looks to me like my training is limited by t... | 2023-12-29T15:34:49 | https://www.reddit.com/r/LocalLLaMA/comments/18tps7s/is_training_limited_by_memory_bandwidth_100_gpu/ | gptzerozero | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tps7s | false | null | t3_18tps7s | /r/LocalLLaMA/comments/18tps7s/is_training_limited_by_memory_bandwidth_100_gpu/ | false | false | self | 8 | null |
A prompt I would like you to try this prompt with your open LLMs | 1 | Brabus is the name of my AI. I'm not going to just say anything more about this context. I tried with LLama2-Chat 70B. I am not saying anything because I want you not to be influenced, I'm just pleasantly impressed. Please try your tests and feedback would be great.
​
\## Instructions for Brabus:
Contextual U... | 2023-12-29T15:32:07 | https://www.reddit.com/r/LocalLLaMA/comments/18tpq3u/a_prompt_i_would_like_you_to_try_this_prompt_with/ | shaman-warrior | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tpq3u | false | null | t3_18tpq3u | /r/LocalLLaMA/comments/18tpq3u/a_prompt_i_would_like_you_to_try_this_prompt_with/ | false | false | self | 1 | null |
Can't decide on infrastructure for my RAG | 5 | Hi everyone,
I'm stuck deciding the infrastructure for my production RAG chat.I am trying to decide between using a Fastapi server in python, or try to create everything in the Nextjs project with Typescript.
My thoughts so far:
1. There is no ready-made Hybrid-search for Supabase in Python (but there is in JS)
2. T... | 2023-12-29T15:31:32 | https://www.reddit.com/r/LocalLLaMA/comments/18tppmv/cant_decide_on_infrastructure_for_my_rag/ | DevotedToSuccess | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tppmv | false | null | t3_18tppmv | /r/LocalLLaMA/comments/18tppmv/cant_decide_on_infrastructure_for_my_rag/ | false | false | self | 5 | null |
Have any successful examples of fine tunes that enforce a regimented writing format and style? | 3 | Everyone tells me that fine tuning is great for style, and that's exactly what I need. But I'm curious if anyone has been successful at the use case I have in mind:
Say an office produces research documents in a regimented format and style.
The inexperienced writers take a decent amount of time to learn all the nuan... | 2023-12-29T15:28:29 | https://www.reddit.com/r/LocalLLaMA/comments/18tpn2j/have_any_successful_examples_of_fine_tunes_that/ | IronColumn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tpn2j | false | null | t3_18tpn2j | /r/LocalLLaMA/comments/18tpn2j/have_any_successful_examples_of_fine_tunes_that/ | false | false | self | 3 | null |
What's the best model for roleplay that can fit into 24GB of VRAM without being too slow? | 18 | I've been trying out a bunch of models and so far the one I'm stuck on is Sydney-20B.Q8\_0.gguf though for oobabooga i've found a GPTQ version and an .elx2 version that are much faster than the gguf versions. I'm trying to find a model that has good enough context, but when I find one that supports 32k tokens it's unb... | 2023-12-29T15:02:44 | https://www.reddit.com/r/LocalLLaMA/comments/18tp2jy/whats_the_best_model_for_roleplay_that_can_fit/ | Cool-Hornet4434 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tp2jy | false | null | t3_18tp2jy | /r/LocalLLaMA/comments/18tp2jy/whats_the_best_model_for_roleplay_that_can_fit/ | false | false | self | 18 | null |
I created an interactive resume project with Ollama :D | 28 | First time posting here so I hope this is useful to someone!
Hey! I am Sergio Hidalgo a Data Scientist and engineer who loves FOSS and tech in general.
I started working on hosting my own LLM a couple of months back and realized the huge potential this had to answer questions about your professional experience while... | 2023-12-29T14:52:09 | https://www.reddit.com/r/LocalLLaMA/comments/18tou71/i_created_an_interactive_resume_project_with/ | sirgius10 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tou71 | false | null | t3_18tou71 | /r/LocalLLaMA/comments/18tou71/i_created_an_interactive_resume_project_with/ | false | false | 28 | {'enabled': False, 'images': [{'id': 'A4gAW-nw-Eb9FeMx6GVzaGc6-7vWX3Aj0-eSq67o6uE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/8zBiukf8PaYMRtXQgmF47b4Mq21lSLk2ZaDOaAKkpSM.jpg?width=108&crop=smart&auto=webp&s=b6e50d02e12a42fe062e2e6d7c32b204203596c8', 'width': 108}, {'height': 108, 'url': 'h... | |
Quantizing Mixtral 8x7B to GPTQ | 3 | Hello guys! I have been wondering if you can quantize Mixtral8x7B to GPTQ as you would do for example Mistral7B (using transformers.GPTQConfig ) or if it will not work due to the new expert layers working differently than dense layers.
Also has anyone tried fine tuning directly on a GPTQ Mixtral model with good result... | 2023-12-29T14:51:04 | https://www.reddit.com/r/LocalLLaMA/comments/18totck/quantizing_mixtral_8x7b_to_gptq/ | tillthehorizon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18totck | false | null | t3_18totck | /r/LocalLLaMA/comments/18totck/quantizing_mixtral_8x7b_to_gptq/ | false | false | self | 3 | null |
RP or Storywriter LLM model like Noromaid | 3 | I'm searching a model for roleplay, storywriting and that stuff , NSFW and open source, the bigger the better. Know anything about it? | 2023-12-29T14:41:47 | https://www.reddit.com/r/LocalLLaMA/comments/18tom88/rp_or_storywriter_llm_model_like_noromaid/ | Horror_Echo6243 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tom88 | false | null | t3_18tom88 | /r/LocalLLaMA/comments/18tom88/rp_or_storywriter_llm_model_like_noromaid/ | false | false | self | 3 | null |
Stop messing with sampling parameters and just use DRµGS! | 280 | Hello r/LocalLLaMA
I feel that our current strategies for sampling LLM outputs are very mean. Our models want to say something, we take their preferences into consideration, and then just turn around and roll a die to decide whether they get to say what they want to.
Then on top of that we go and invent all sorts of ... | 2023-12-29T14:36:43 | https://www.reddit.com/r/LocalLLaMA/comments/18toidc/stop_messing_with_sampling_parameters_and_just/ | qrios | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18toidc | false | null | t3_18toidc | /r/LocalLLaMA/comments/18toidc/stop_messing_with_sampling_parameters_and_just/ | false | false | self | 280 | {'enabled': False, 'images': [{'id': '0DJaY3w3sNy48uLX4Y36QOpwGMWmaYq9FV8Z5SONgws', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Ka8Jzz2_xzPU7sisFlXtxngT01P2ylxIqZHykpw7b8I.jpg?width=108&crop=smart&auto=webp&s=572bb4c927a6c85126ea224cbe7749fe86391772', 'width': 108}, {'height': 108, 'url': 'h... |
How to run un-quantized LLama2 7B model with llama.cpp | 3 | I downloaded the Llama2 7B model from the link given by Meta via email. Following are the files I possess.
1. `checklist.chk`
2. `consolidated.00.pth`
3. `params.json`
4. `tokenizer.model`
I tried to find resources online but I all I was getting was steps to run the quantized versions which are only a single file wit... | 2023-12-29T14:04:49 | https://www.reddit.com/r/LocalLLaMA/comments/18tnul2/how_to_run_unquantized_llama2_7b_model_with/ | RAIV0LT | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tnul2 | false | null | t3_18tnul2 | /r/LocalLLaMA/comments/18tnul2/how_to_run_unquantized_llama2_7b_model_with/ | false | false | self | 3 | null |
What options are to run local LLM? | 5 | Guys so I am thinking about creating some guide how to install and deal with local LLMs. For now I see following methods:
- ollama
- lmstudio
- python/golang code
Can you recommend any other projects which help running LLM models locally? Thanks in advance! | 2023-12-29T13:55:39 | https://www.reddit.com/r/LocalLLaMA/comments/18tnnlq/what_options_are_to_run_local_llm/ | juhasbaca | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tnnlq | false | null | t3_18tnnlq | /r/LocalLLaMA/comments/18tnnlq/what_options_are_to_run_local_llm/ | false | false | self | 5 | null |
Resources on training LLM from scratch? | 3 | Are there like, repo for reproducible training, with performance on-par with LLaMa2 (or at least not spitting garbage)? With full docs for hparams and the log of loss curves?
Given one has all the compute budget it need, like 10x of 8x A100s | 2023-12-29T13:41:37 | https://www.reddit.com/r/LocalLLaMA/comments/18tnds5/resources_on_training_llm_from_scratch/ | Ashamed_Assist2750 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tnds5 | false | null | t3_18tnds5 | /r/LocalLLaMA/comments/18tnds5/resources_on_training_llm_from_scratch/ | false | false | self | 3 | null |
Issues for ChatBot with Persona | 3 | So , I'm a beginner in LLMs. I'm working on creating a chatbot that can mimic a person based on his information (the data contains info like his likes , dislikes and relationships and others)
I tried creating a synthetic data using gpt with query response pairs and finetuned using autotrain which didn't work out.
Now... | 2023-12-29T13:40:10 | https://www.reddit.com/r/LocalLLaMA/comments/18tncqj/issues_for_chatbot_with_persona/ | geek_innnn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tncqj | false | null | t3_18tncqj | /r/LocalLLaMA/comments/18tncqj/issues_for_chatbot_with_persona/ | false | false | self | 3 | null |
Seeking Advice: structuring and managing text data for a chatbot. | 2 | This is my first post on this subreddit, so hello everyone! ;)
I'm currently working on a locally hosted chatbot for an HR division to assist with their daily tasks. I'm using LLaMA 2, RAG, and LangChain as orchestrator. However, I'm facing a challenge due to my limited experience in dealing with a large number of te... | 2023-12-29T13:10:33 | https://www.reddit.com/r/LocalLLaMA/comments/18tmsz9/seeking_advice_structuring_and_managing_text_data/ | mgutmmm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tmsz9 | false | null | t3_18tmsz9 | /r/LocalLLaMA/comments/18tmsz9/seeking_advice_structuring_and_managing_text_data/ | false | false | self | 2 | null |
Fine tune on multi turn dataset | 1 | [removed] | 2023-12-29T12:45:21 | https://www.reddit.com/r/LocalLLaMA/comments/18tmcmj/fine_tune_on_multi_turn_dataset/ | LividSwan9954 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tmcmj | false | null | t3_18tmcmj | /r/LocalLLaMA/comments/18tmcmj/fine_tune_on_multi_turn_dataset/ | false | false | self | 1 | null |
Best open source coding models today (EvalPlus leaderboard) | 2 | Hi guys,
Looking for opinions from developers using open source models - what do you think of the EvalPlus rankings here? [https://evalplus.github.io/leaderboard.html](https://evalplus.github.io/leaderboard.html)
Is your experience generally aligned to this or different?
Many thanks. | 2023-12-29T12:43:09 | https://www.reddit.com/r/LocalLLaMA/comments/18tmb8i/best_open_source_coding_models_today_evalplus/ | TechnoTherapist | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tmb8i | false | null | t3_18tmb8i | /r/LocalLLaMA/comments/18tmb8i/best_open_source_coding_models_today_evalplus/ | false | false | self | 2 | null |
Finetune, RAG or live search | 8 | Hi all,
I use, as probably many of us, Atlassian (cloud) Jira and Confluence Wiki.
I’m looking for methods to incorporate the data from Jira and Wiki into natural language processing. By either finetune the base model, or make embeddings of the dataset and use it in a RAG setup, or even create an Agent for Atlassian ... | 2023-12-29T12:16:36 | https://www.reddit.com/r/LocalLLaMA/comments/18tluwk/finetune_rag_or_live_search/ | e-nigmaNL | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tluwk | false | null | t3_18tluwk | /r/LocalLLaMA/comments/18tluwk/finetune_rag_or_live_search/ | false | false | self | 8 | null |
Fine tuning a finetune to make it output more natural seeming text | 14 | I've found a model that seems to do everything I need it to, I've even managed to get it to operate a basic search engine, but now I've run into a bit of a minor annoyance in the form of ["GPT-isms"](https://www.reddit.com/r/LocalLLaMA/comments/18k6nft/which_gptism_in_local_models_annoys_you_the_most/). The solution I'... | 2023-12-29T10:35:45 | https://www.reddit.com/r/LocalLLaMA/comments/18tk93w/fine_tuning_a_finetune_to_make_it_output_more/ | Void_0000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tk93w | false | null | t3_18tk93w | /r/LocalLLaMA/comments/18tk93w/fine_tuning_a_finetune_to_make_it_output_more/ | false | false | self | 14 | {'enabled': False, 'images': [{'id': 'YyCAX7pcMwacnK07mn470N4UIrQt7t5RNqPrUhR2NLs', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/bWwJxZZg5mrqohOiJ9u18k_EfjfHn0RP_AQ-Qm5IfLE.jpg?width=108&crop=smart&auto=webp&s=c5b148838f34a8c4ed902ef130ee73b1729ddbca', 'width': 108}, {'height': 116, 'url': 'h... |
What cpu should I buy for llm 13600 or 13700 | 1 | [removed] | 2023-12-29T09:55:17 | https://www.reddit.com/r/LocalLLaMA/comments/18tjmrb/what_cpu_should_i_buy_for_llm_13600_or_13700/ | Equal-Pilot-9592 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tjmrb | false | null | t3_18tjmrb | /r/LocalLLaMA/comments/18tjmrb/what_cpu_should_i_buy_for_llm_13600_or_13700/ | false | false | self | 1 | null |
leftover 5700xt 8gb | 3 | Hey I still have a 5700xt 8b laying around is it worth it to use in a low grade secondary LLM workstation or should I sell it and buy another second hand nvidia card? | 2023-12-29T09:52:00 | https://www.reddit.com/r/LocalLLaMA/comments/18tjl24/leftover_5700xt_8gb/ | minecraft_simon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tjl24 | false | null | t3_18tjl24 | /r/LocalLLaMA/comments/18tjl24/leftover_5700xt_8gb/ | false | false | self | 3 | null |
How to process queries that require real-time information with RAG? | 4 | Hi everyone,
I'm building an Assistant for support a business. Currently, I have used RAG + GPT 3.5 to build an assistant. I use vector embedding and FAISS to retrieve related information by i have a trouble if user gives us some queries like this
"Give me all articles that have been published recently."
I see the... | 2023-12-29T09:29:46 | https://www.reddit.com/r/LocalLLaMA/comments/18tj92x/how_to_process_queries_that_require_realtime/ | unknow_from_vietnam | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tj92x | false | null | t3_18tj92x | /r/LocalLLaMA/comments/18tj92x/how_to_process_queries_that_require_realtime/ | false | false | self | 4 | null |
Performance requirements for single user LLM | 11 | Is there any source for performance of hardware for local LLM? I want to setup a local instance but cannot figure out what makes an adequate machine.
I'm after the ability to run a 40b model and want performance in at least 10 tokens output a second. I prefer cpu only setup only because I find GPU prices near me obsc... | 2023-12-29T09:22:56 | https://www.reddit.com/r/LocalLLaMA/comments/18tj5o5/performance_requirements_for_single_user_llm/ | Mr_Evil_Sir | self.LocalLLaMA | 2023-12-29T21:50:00 | 0 | {} | 18tj5o5 | false | null | t3_18tj5o5 | /r/LocalLLaMA/comments/18tj5o5/performance_requirements_for_single_user_llm/ | false | false | self | 11 | null |
Dolphin 2.6 Mistral 7b | 62 | [https://huggingface.co/cognitivecomputations/dolphin-2.6-mistral-7b](https://huggingface.co/cognitivecomputations/dolphin-2.6-mistral-7b)
The model is **uncensored** and from my brief tests performs on pair with Mistral-7B-Instruct-v0.2 | 2023-12-29T08:40:05 | https://www.reddit.com/r/LocalLLaMA/comments/18tiin9/dolphin_26_mistral_7b/ | jslominski | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tiin9 | false | null | t3_18tiin9 | /r/LocalLLaMA/comments/18tiin9/dolphin_26_mistral_7b/ | false | false | self | 62 | {'enabled': False, 'images': [{'id': 'byoRTGpNkyzyVSsWzk4kpfmckCd3Fz8IpR_WTffynYQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Lrea-hV3sRPlNkWZAFQMme8uojz2KOQoTdXpLY6Fg_8.jpg?width=108&crop=smart&auto=webp&s=439025bde4a6e0156b108b6f178521f6085ac8d8', 'width': 108}, {'height': 116, 'url': 'h... |
Suggestions on Running Airoboros 70B on Cloud GPU like runpod? | 4 | I want to try 70B models ( Airoboros 70B ) on Cloud GPU. It's just for personal use. I am looking for **budget pricing** and **ease of use**.
I have tried services like Openrouter, Replicate, etc before, where it is pre-deployed and ready to use. They charge tokenwise. It is convenient.
lambdalabs,[Runpod.io](https... | 2023-12-29T08:28:19 | https://www.reddit.com/r/LocalLLaMA/comments/18tic31/suggestions_on_running_airoboros_70b_on_cloud_gpu/ | broodysupertramp | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tic31 | false | null | t3_18tic31 | /r/LocalLLaMA/comments/18tic31/suggestions_on_running_airoboros_70b_on_cloud_gpu/ | false | false | self | 4 | null |
Insight/Recommendations needed from C# developers | 6 | Hi all
I am busy building a dataset to create a model that is specifically very good at C#
What I've done is take the .NET 8 API documentation and try and figure out what is missing from the knowledge of the most popular models, specifically I've been testing deepseek and codellama.
There are plenty of classe... | 2023-12-29T08:05:09 | https://www.reddit.com/r/LocalLLaMA/comments/18thzmz/insightrecommendations_needed_from_c_developers/ | Feeling-Currency-360 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18thzmz | false | null | t3_18thzmz | /r/LocalLLaMA/comments/18thzmz/insightrecommendations_needed_from_c_developers/ | false | false | self | 6 | null |
MathPile: 1 Billion Tokens of Open Sourced Math Data | 1 | [removed] | 2023-12-29T07:19:17 | https://www.reddit.com/r/LocalLLaMA/comments/18tha3w/mathpile_1_billion_tokens_of_open_sourced_math/ | Fantastic-Ninja3839 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tha3w | false | null | t3_18tha3w | /r/LocalLLaMA/comments/18tha3w/mathpile_1_billion_tokens_of_open_sourced_math/ | false | false | self | 1 | null |
Memory needed to train 7B? | 30 | How much vram do you need if u want to continue pretraining a 7B mistral base model?
Does the sequence length of the training examples significantly affect the VRAM requirements?
If u want 8k context, do u do this at pretraining stage or fine tuning stage?
Is full weights Lora comparable to continued pretraining in... | 2023-12-29T06:20:53 | https://www.reddit.com/r/LocalLLaMA/comments/18tgbs8/memory_needed_to_train_7b/ | xynyxyn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tgbs8 | false | null | t3_18tgbs8 | /r/LocalLLaMA/comments/18tgbs8/memory_needed_to_train_7b/ | false | false | self | 30 | null |
When to use KG over text data for RAG application? | 7 | Ive seen many applications querying from a knowledge graph instead of the normal chunks of data present in a textual format. Is there any particular advantage to this? What examples scenarios would i benefit to use KG over text for RAG | 2023-12-29T06:12:09 | https://www.reddit.com/r/LocalLLaMA/comments/18tg6dj/when_to_use_kg_over_text_data_for_rag_application/ | Silver_Equivalent_58 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tg6dj | false | null | t3_18tg6dj | /r/LocalLLaMA/comments/18tg6dj/when_to_use_kg_over_text_data_for_rag_application/ | false | false | self | 7 | null |
FileMaker integration | 1 | Has anyone used FileMaker either as:
- a source of data to fine tune a local model
Or
- as an interface to enter a query to process via a local model and return back into FileMaker?
Thank you! | 2023-12-29T06:00:19 | https://www.reddit.com/r/LocalLLaMA/comments/18tfyk0/filemaker_integration/ | circulus_one | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tfyk0 | false | null | t3_18tfyk0 | /r/LocalLLaMA/comments/18tfyk0/filemaker_integration/ | false | false | self | 1 | null |
Some things are more CRINGE than others: Preference Optimization with the Pairwise Cringe Loss | 42 | >Practitioners commonly align large language models using pairwise preferences, i.e., given labels of the type response A is preferred to response B for a given input. Perhaps less commonly, methods have also been developed for binary feedback, i.e. training models given labels of type response A is good or bad. We sho... | 2023-12-29T05:54:17 | https://arxiv.org/abs/2312.16682 | Formal_Drop526 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 18tfupv | false | null | t3_18tfupv | /r/LocalLLaMA/comments/18tfupv/some_things_are_more_cringe_than_others/ | false | false | default | 42 | null |
Any way to effectively make agentic programs yet? | 4 | I appreciate the Bard API considering it's free, and I don't need to use my own hardware. I have created a few programs that work well with it.
I have used LMStudio in the past to combine autogen and memgpt to varying success.
So I was wondering how you have progressed in agent software. Any resources or advice wou... | 2023-12-29T05:26:41 | https://www.reddit.com/r/LocalLLaMA/comments/18tfcc6/any_way_to_effectively_make_agentic_programs_yet/ | ArmoredBattalion | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tfcc6 | false | null | t3_18tfcc6 | /r/LocalLLaMA/comments/18tfcc6/any_way_to_effectively_make_agentic_programs_yet/ | false | false | self | 4 | null |
MLX run 4-bit quantized 70B Llama on an M2 Ultra | 17 | https://x.com/awnihannun/status/1740506154307055915?s=20 | 2023-12-29T05:15:46 | https://www.reddit.com/r/LocalLLaMA/comments/18tf540/mlx_run_4bit_quantized_70b_llama_on_an_m2_ultra/ | mzbacd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tf540 | false | null | t3_18tf540 | /r/LocalLLaMA/comments/18tf540/mlx_run_4bit_quantized_70b_llama_on_an_m2_ultra/ | false | false | self | 17 | {'enabled': False, 'images': [{'id': 'KwH0iXuXaD_mLt_-qdFoW4vgndDmPu4rpH1vEZdRsOM', 'resolutions': [{'height': 37, 'url': 'https://external-preview.redd.it/Pi-2LPWJouwNHdXtzloFd0Sz1tvtciGrewQxm0mHnFk.jpg?width=108&crop=smart&auto=webp&s=e4086b6e440ce5428a75d5b0b6490bb2f4420243', 'width': 108}, {'height': 75, 'url': 'ht... |
image input? | 2 | I was playing with latest ChatGPT and I enjoy both image generation and image input. I can send to ChatGPT photo of my room and it can comment on it. I read somewhere than llama 2 supports vision but I am unable to find out how to use it locally.
Stable Diffusion is very poweful so pure image generation is not as int... | 2023-12-29T05:08:00 | https://www.reddit.com/r/LocalLLaMA/comments/18tf02z/image_input/ | jacek2023 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tf02z | false | null | t3_18tf02z | /r/LocalLLaMA/comments/18tf02z/image_input/ | false | false | self | 2 | null |
oogabooga, linux on metal, symlink issues. Please help! | 1 | I am running Linux Mint on a Dell workstation. I was running out of space, so I installed a new 2TB SSD. It is /dev/sda and is mounted at /mnt/hackstore at boot. I put a symlink to /mnt/hackstore from \~/hackhack so that the whole drive is just space in my home directory under there.
My Stable Diffusion stuff has h... | 2023-12-29T02:28:38 | https://www.reddit.com/r/LocalLLaMA/comments/18tbtkx/oogabooga_linux_on_metal_symlink_issues_please/ | kr-nyb | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tbtkx | false | null | t3_18tbtkx | /r/LocalLLaMA/comments/18tbtkx/oogabooga_linux_on_metal_symlink_issues_please/ | false | false | self | 1 | null |
Good prompts for an AI to decide on web search vs direct response? | 30 | I'm curious if there's a good prompt to get an AI to respond to whether a web search is needed.
For example:
Request 1: What is the capital of Japan? (direct)
Request 2: What are the best OLED tvs? (lookup)
Request 3: Write a sample python hello world script. (direct)
Request 4: Who are the presidential conten... | 2023-12-29T02:28:21 | https://www.reddit.com/r/LocalLLaMA/comments/18tbtdi/good_prompts_for_an_ai_to_decide_on_web_search_vs/ | AndrewVeee | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tbtdi | false | null | t3_18tbtdi | /r/LocalLLaMA/comments/18tbtdi/good_prompts_for_an_ai_to_decide_on_web_search_vs/ | false | false | self | 30 | null |
Extreme long load times with WSL | 1 | I know that llama.cpp works better on Linux, but I wanted to give it a try kn windows. I'm using ubuntu WSL2 in windows 11 and I'm getting like 3min of load time (the processing itself is working at an expected speed). Does anyone know what it could be? The model is phi2 Q5_k, which is less than the 16gb of ram reserve... | 2023-12-29T02:22:10 | https://www.reddit.com/r/LocalLLaMA/comments/18tbort/extreme_long_load_times_with_wsl/ | Certain-Wind6458 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18tbort | false | null | t3_18tbort | /r/LocalLLaMA/comments/18tbort/extreme_long_load_times_with_wsl/ | false | false | self | 1 | null |
There should be a permanent sticky post here that list's the best Model in each use case and its size | 1 | [removed] | 2023-12-29T00:42:49 | https://www.reddit.com/r/LocalLLaMA/comments/18t9kua/there_should_be_a_permanent_sticky_post_here_that/ | poet3991 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18t9kua | false | null | t3_18t9kua | /r/LocalLLaMA/comments/18t9kua/there_should_be_a_permanent_sticky_post_here_that/ | false | false | self | 1 | null |
Is there an API for Dolphon mixtral 8x7b or a way to run it cheaply? | 3 | Hi, I am trying to run this model. I am new to using open source LLMs.
​
I am willing to either pay for an API or find an affordable way to run this. I have tried with my local PC and paying for an EC2 P3 instance but both methods are slow (and the P3 instance, expensive). How can I affordably run this model?... | 2023-12-29T00:37:38 | https://www.reddit.com/r/LocalLLaMA/comments/18t9gos/is_there_an_api_for_dolphon_mixtral_8x7b_or_a_way/ | Analysis_I | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18t9gos | false | null | t3_18t9gos | /r/LocalLLaMA/comments/18t9gos/is_there_an_api_for_dolphon_mixtral_8x7b_or_a_way/ | false | false | self | 3 | null |
Opensource RLHF for Mistral? | 5 | Hi
Are there resource for RLHF for mistral model? I know the model they release is non-chat version rgiht? | 2023-12-28T23:57:30 | https://www.reddit.com/r/LocalLLaMA/comments/18t8ks4/opensource_rlhf_for_mistral/ | Dense-Smf-6032 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18t8ks4 | false | null | t3_18t8ks4 | /r/LocalLLaMA/comments/18t8ks4/opensource_rlhf_for_mistral/ | false | false | self | 5 | null |
Deep Reinforcement Learning and Adversarial Attacks | 4 | [https://github.com/EzgiKorkmaz/adversarial-reinforcement-learning](https://github.com/EzgiKorkmaz/adversarial-reinforcement-learning) | 2023-12-28T23:31:19 | https://www.reddit.com/r/LocalLLaMA/comments/18t7zuj/deep_reinforcement_learning_and_adversarial/ | ml_dnn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18t7zuj | false | null | t3_18t7zuj | /r/LocalLLaMA/comments/18t7zuj/deep_reinforcement_learning_and_adversarial/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'dPO1rdVPcQIjDtaC-_nSO1s6eOYinb_Ulxl0jnuAaYg', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/QBPpeQlMNZXiQC5w202dv5JwlxYUyxuKM_ktTAGYcPg.jpg?width=108&crop=smart&auto=webp&s=02c3cad69ed614a83e8397c5411584e1198a18a0', 'width': 108}, {'height': 113, 'url': 'h... |
Best LLM model for pure chatting | 9 | Hello, I'm wondering what's the best uncensored LLM model under 30B for purely chatting use character cards and some fine-tuning. Currently I've tested a few and manticore/nous-hermes llama 2 seems to be the best. | 2023-12-28T23:16:31 | https://www.reddit.com/r/LocalLLaMA/comments/18t7nmg/best_llm_model_for_pure_chatting/ | ll_Teto_ll | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18t7nmg | false | null | t3_18t7nmg | /r/LocalLLaMA/comments/18t7nmg/best_llm_model_for_pure_chatting/ | false | false | self | 9 | null |
Collecting 'knowledge cutoff' prompts | 3 | Wondering if there is an equivalent to ShareGPT that collects when ChatGPT 'cries uncle' with Knowledge Cutoff at x date. It would be a good data set to collect and finetune open source LLMs with. Also, curious if that is mostly current event type data or datasets just not surfaced for pretraining. | 2023-12-28T23:15:30 | https://www.reddit.com/r/LocalLLaMA/comments/18t7mst/collecting_knowledge_cutoff_prompts/ | MachineZer0 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18t7mst | false | null | t3_18t7mst | /r/LocalLLaMA/comments/18t7mst/collecting_knowledge_cutoff_prompts/ | false | false | self | 3 | null |
New to LLMs, looking for some tips | 1 | [removed] | 2023-12-28T23:10:28 | https://www.reddit.com/r/LocalLLaMA/comments/18t7ili/new_to_llms_looking_for_some_tips/ | worldender999 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18t7ili | false | null | t3_18t7ili | /r/LocalLLaMA/comments/18t7ili/new_to_llms_looking_for_some_tips/ | false | false | self | 1 | null |
5700xt 8gb or 3060 12 gb | 4 | Hey guys! I have a doubt between the 5700 xt and the 2060 12gb. The 2060 costs around 60% more than the 5700. I run 13b models. Money is tight and I don't have a video card at the moment. Can this amd run ggml? I need help, thank you very much! | 2023-12-28T22:55:59 | https://www.reddit.com/r/LocalLLaMA/comments/18t76ec/5700xt_8gb_or_3060_12_gb/ | Elegant_Course2372 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18t76ec | false | null | t3_18t76ec | /r/LocalLLaMA/comments/18t76ec/5700xt_8gb_or_3060_12_gb/ | false | false | self | 4 | null |
[tutorial] Super Easiest way to get started locally (followup) | 11 | So two days ago I created this [post](https://www.reddit.com/r/LocalLLaMA/comments/18saxgy/tutorial_easiest_way_to_get_started_locally/?utm_source=share&utm_medium=web2x&context=3) which is a tutorial to easily run a model locally. It basically uses a docker image to run a llama.cpp server.
Many kind-hearted people re... | 2023-12-28T22:28:38 | https://www.reddit.com/r/LocalLLaMA/comments/18t6ivu/tutorial_super_easiest_way_to_get_started_locally/ | Amgadoz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18t6ivu | false | null | t3_18t6ivu | /r/LocalLLaMA/comments/18t6ivu/tutorial_super_easiest_way_to_get_started_locally/ | false | false | self | 11 | {'enabled': False, 'images': [{'id': '22nCxJKtA4pHrCbl07eXdw917CY3vgeICLJK6JdBj3I', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/hAFDhEsz-sIKZkXW9ZFoGIgICrk3U0-VUnLneN3gnDA.jpg?width=108&crop=smart&auto=webp&s=53d0ce4bee9b93798c838d442854edf45289e539', 'width': 108}, {'height': 116, 'url': 'h... |
is context length >= 32K actually useful to you? | 2 | there are so many models claiming 100k+ context length, but is it really useful?
If so what do you use it for?
[View Poll](https://www.reddit.com/poll/18t63ub) | 2023-12-28T22:10:58 | https://www.reddit.com/r/LocalLLaMA/comments/18t63ub/is_context_length_32k_actually_useful_to_you/ | Cultural_Wonder_4121 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18t63ub | false | null | t3_18t63ub | /r/LocalLLaMA/comments/18t63ub/is_context_length_32k_actually_useful_to_you/ | false | false | self | 2 | null |
What’s The best 7B RP model right now? | 33 | Curious if there is one that does it the best, because I like fast responses and 13b models take too long. | 2023-12-28T21:10:47 | https://www.reddit.com/r/LocalLLaMA/comments/18t4nqs/whats_the_best_7b_rp_model_right_now/ | headbopper96 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18t4nqs | false | null | t3_18t4nqs | /r/LocalLLaMA/comments/18t4nqs/whats_the_best_7b_rp_model_right_now/ | false | false | self | 33 | null |
Is there a service that hosts Dolphin Mixtral model? | 3 | Hi. I want to run the Dolphin Mixtral model but I don't have the hardware for it. I'm very new to LLMs and would love to interact with the model with something as simple as API calls.
I'm aware about RunPod and their server less service but I'm too much of a noob at this point to set it up.
Is there a service that ... | 2023-12-28T21:05:45 | https://www.reddit.com/r/LocalLLaMA/comments/18t4ja0/is_there_a_service_that_hosts_dolphin_mixtral/ | Uncensored4488 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18t4ja0 | false | null | t3_18t4ja0 | /r/LocalLLaMA/comments/18t4ja0/is_there_a_service_that_hosts_dolphin_mixtral/ | false | false | self | 3 | null |
Using Mistral on Poe. Privacy issues? | 2 | Does Poe log in your chats if you use one of the models on their app. And additionally what is mistral private policy? | 2023-12-28T20:34:27 | https://www.reddit.com/r/LocalLLaMA/comments/18t3si2/using_mistral_on_poe_privacy_issues/ | TheHumanFixer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18t3si2 | false | null | t3_18t3si2 | /r/LocalLLaMA/comments/18t3si2/using_mistral_on_poe_privacy_issues/ | false | false | self | 2 | null |
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