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How fast does llama2 70b model run on my pc locally? | 1 | My pc specs:
Gtx 1650 gpu
16gb ram
Ryzen 7 4800h(8 core 16 thread) cpu
Can i able to run it locally? | 2024-02-21T09:57:16 | https://www.reddit.com/r/LocalLLaMA/comments/1aw8f5v/how_fast_does_llama2_70b_model_run_on_my_pc/ | akashcsr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aw8f5v | false | null | t3_1aw8f5v | /r/LocalLLaMA/comments/1aw8f5v/how_fast_does_llama2_70b_model_run_on_my_pc/ | false | false | self | 1 | null |
Looking for a paper i saw here | 2 | Hi there,
my google fu is failing me, maybe someone remembers what i am looking for.
I am in an ai workgroup at my company and we evaluate different use cases. At the moment we want to use an LLM for sentiment analysis with scoring.
I am sure i read a paper linked in this subreddit about how a better scoring distri... | 2024-02-21T09:07:02 | https://www.reddit.com/r/LocalLLaMA/comments/1aw7p5b/looking_for_a_paper_i_saw_here/ | RealLordDevien | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aw7p5b | false | null | t3_1aw7p5b | /r/LocalLLaMA/comments/1aw7p5b/looking_for_a_paper_i_saw_here/ | false | false | self | 2 | null |
Llava vs systemic approach | 8 | I understand the appeal of feeding an image to an LLM and have it describe the contents. But is there a tangible quality improvement compared to the method of manually running clip on an image and feeding the results to the LLM?
Because I can see several downsides to it.
1. You're stuck with the text generative capab... | 2024-02-21T08:57:56 | https://www.reddit.com/r/LocalLLaMA/comments/1aw7k5b/llava_vs_systemic_approach/ | neph1010 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aw7k5b | false | null | t3_1aw7k5b | /r/LocalLLaMA/comments/1aw7k5b/llava_vs_systemic_approach/ | false | false | self | 8 | {'enabled': False, 'images': [{'id': 'mdN2qQhalYqcpZ1jkjwH58PGU8gmGWwjsucBzeWVxdg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/X7HAZujEPY1Dymvnl4yvR-t0d0Pwe2yZHDtWqdcd8bU.jpg?width=108&crop=smart&auto=webp&s=7e7845ad7216335ec9ce5012e21543842c9ccafe', 'width': 108}, {'height': 108, 'url': 'h... |
could training a gpt4 level ai model in 1$ be possible? | 1 | ai progression does not seem to stop, its exponential, from gpt 3.5 to gemini or sora, but there is a big barrier called cost, why does it costs so much to train an ai model? if ai progression is this fast, couldnt cost reduction also be exponential? will we able to train a gpt4 level ai in just like 1$ after a year? o... | 2024-02-21T08:38:56 | https://www.reddit.com/r/LocalLLaMA/comments/1aw7a54/could_training_a_gpt4_level_ai_model_in_1_be/ | bull_shit123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aw7a54 | false | null | t3_1aw7a54 | /r/LocalLLaMA/comments/1aw7a54/could_training_a_gpt4_level_ai_model_in_1_be/ | false | false | default | 1 | null |
could training a gpt4 level ai model in 1$ be possible? | 1 | [removed] | 2024-02-21T08:35:11 | https://www.reddit.com/r/LocalLLaMA/comments/1aw7845/could_training_a_gpt4_level_ai_model_in_1_be/ | qwertykeyboard_1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aw7845 | false | null | t3_1aw7845 | /r/LocalLLaMA/comments/1aw7845/could_training_a_gpt4_level_ai_model_in_1_be/ | false | false | self | 1 | null |
Ollama and shell issues | 1 | I recently started tinkering with ollama and phi2, but the whole ollama experience has been a little weird IMO. (On Linux)
I go to download it from the main ollama page, they suggest:
curl -fsSL https://ollama.com/install | sh
(going from memory, I'm pretty sure that's it)
I saw that run automatically, because I g... | 2024-02-21T07:35:27 | https://www.reddit.com/r/LocalLLaMA/comments/1aw6bst/ollama_and_shell_issues/ | replikatumbleweed | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aw6bst | false | null | t3_1aw6bst | /r/LocalLLaMA/comments/1aw6bst/ollama_and_shell_issues/ | false | false | self | 1 | null |
Does Mixtral finetune work or is it still broken? | 7 | title | 2024-02-21T07:10:02 | https://www.reddit.com/r/LocalLLaMA/comments/1aw5x0y/does_mixtral_finetune_work_or_is_it_still_broken/ | EnnioEvo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aw5x0y | false | null | t3_1aw5x0y | /r/LocalLLaMA/comments/1aw5x0y/does_mixtral_finetune_work_or_is_it_still_broken/ | false | false | self | 7 | null |
Any open source repository for LoRA adapters? | 6 | Hi folks,
I was looking for repositories containing LoRA adapters, popular adapters types for popular open source models, like a LoRA adapter tuned for CSV files, one for email summarisation, etc...
I have tried looking for such repositories, but ended up empty handed.
Are there any such repo that I might have misse... | 2024-02-21T06:35:35 | https://www.reddit.com/r/LocalLLaMA/comments/1aw5cfb/any_open_source_repository_for_lora_adapters/ | comical_cow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aw5cfb | false | null | t3_1aw5cfb | /r/LocalLLaMA/comments/1aw5cfb/any_open_source_repository_for_lora_adapters/ | false | false | self | 6 | null |
Mode collapse during supervised finetuning | 4 | I have a medical dataset of around 108K radiology reports. For every report, I have a positive or negative label indicating whether the patient needs mechanical ventilation support. The 2 output options are {"A: The patient is safe", "B: The patient needs mechanical ventilation"}. The dataset is very skewed: around 14K... | 2024-02-21T05:51:42 | https://www.reddit.com/r/LocalLLaMA/comments/1aw4kif/mode_collapse_during_supervised_finetuning/ | Alex_MercerXX | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aw4kif | false | null | t3_1aw4kif | /r/LocalLLaMA/comments/1aw4kif/mode_collapse_during_supervised_finetuning/ | false | false | self | 4 | null |
Apple local llama with speculative streaming 🔥🔥 | 21 | https://arxiv.org/abs/2402.11131
Apple open sourced optimizations to make llama spit faster. This should be on hugginhface and on ggml perhaps. | 2024-02-21T05:49:16 | https://www.reddit.com/r/LocalLLaMA/comments/1aw4iwr/apple_local_llama_with_speculative_streaming/ | One-Blueberry4699 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aw4iwr | false | null | t3_1aw4iwr | /r/LocalLLaMA/comments/1aw4iwr/apple_local_llama_with_speculative_streaming/ | false | false | self | 21 | null |
Apple faster Llama with speculative streaming | 1 | https://arxiv.org/abs/2402.11131
| 2024-02-21T05:38:01 | https://www.reddit.com/r/LocalLLaMA/comments/1aw4bah/apple_faster_llama_with_speculative_streaming/ | One-Blueberry4699 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aw4bah | false | null | t3_1aw4bah | /r/LocalLLaMA/comments/1aw4bah/apple_faster_llama_with_speculative_streaming/ | false | false | self | 1 | null |
Hardware for Low latency use cases like speech interaction | 2 | ChatGPT-4 API is not really suited because the latency is high mainly due to request batching. For 70b model, Is it possible to get low latency on consumer hardware or any cloud provider with dedicated VM?
PS: know about grok but looking for alternatives | 2024-02-21T05:32:06 | https://www.reddit.com/r/LocalLLaMA/comments/1aw47du/hardware_for_low_latency_use_cases_like_speech/ | supercharger5 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aw47du | false | null | t3_1aw47du | /r/LocalLLaMA/comments/1aw47du/hardware_for_low_latency_use_cases_like_speech/ | false | false | self | 2 | null |
Slow Processing (SillyTavern + KoboldCPP) | 3 | I'm a new user and managed to get KoboldCPP and SillyTavern up and running over the last week. I'm using a 13b model (Q5\_K\_M) and have been reasonably happy with chat/story responses I've been able to generate on SillyTavern. However, responses are taking FOREVER to generate, as I get stuck on "Processing Prompt \[BL... | 2024-02-21T03:24:09 | https://www.reddit.com/r/LocalLLaMA/comments/1aw1puh/slow_processing_sillytavern_koboldcpp/ | C8_SFW | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aw1puh | false | null | t3_1aw1puh | /r/LocalLLaMA/comments/1aw1puh/slow_processing_sillytavern_koboldcpp/ | false | false | self | 3 | null |
What are you local LLM usecases? | 26 | Hey everyone, I’ve been following this sub for quite sometime and see that a lot of you folks setup rigs for running LLMs locally, but I understand the goal or usecase behind local llms for hobbyists.
Would love to know what’s your goal or usecase for it? | 2024-02-21T03:05:45 | https://www.reddit.com/r/LocalLLaMA/comments/1aw1byn/what_are_you_local_llm_usecases/ | solotravelblogger | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aw1byn | false | null | t3_1aw1byn | /r/LocalLLaMA/comments/1aw1byn/what_are_you_local_llm_usecases/ | false | false | self | 26 | null |
Long is More, or is it? | 3 | According to abstract, longer text tend to score better in AlpacaEval and other various benchmarks. They also say that the results are not simply due to GPT-4 favoring longer answers.
What do you think? I personally don't like it when a model answers in three paragraphs to a simple math question. On the other hand, it... | 2024-02-21T02:47:25 | https://huggingface.co/papers/2402.04833 | xadiant | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1aw0xqg | false | null | t3_1aw0xqg | /r/LocalLLaMA/comments/1aw0xqg/long_is_more_or_is_it/ | false | false | 3 | {'enabled': False, 'images': [{'id': 'RmDeLW-pyTE4cXxLLP5MyKQXRkhV3gbdeRg-NCyqIg8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/_hRdWEgbDIXZL-ovJTQWxvyGW82wqnZY0mek9pBe6HA.jpg?width=108&crop=smart&auto=webp&s=b6678a3586f8695470623571b0f2f80015000397', 'width': 108}, {'height': 116, 'url': 'h... | |
What do you use your local llama for? | 6 | Now that I have LM Studio and koboldcpp on my machine, I think to myself, "Now what". I feel like I don't know what to do with it. What do you do with it? What are some things that we can do but ChatGPT can't? | 2024-02-21T02:45:17 | https://www.reddit.com/r/LocalLLaMA/comments/1aw0w3s/what_do_you_use_your_local_llama_for/ | cinwald | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aw0w3s | false | null | t3_1aw0w3s | /r/LocalLLaMA/comments/1aw0w3s/what_do_you_use_your_local_llama_for/ | false | false | self | 6 | null |
Prompt for chat? | 3 | Does anyone have an example prompt or series of prompts to get the model to go into a chat mode?
Ideally responding to the user with a few sentences (not a story) using a specific name and role, and staying in the role throughout a chat.
I am using tinyllama and tinydolphin. | 2024-02-21T02:29:12 | https://www.reddit.com/r/LocalLLaMA/comments/1aw0jns/prompt_for_chat/ | michigician | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aw0jns | false | null | t3_1aw0jns | /r/LocalLLaMA/comments/1aw0jns/prompt_for_chat/ | false | false | self | 3 | null |
Optimizing gpu inference | 2 | Hi there,
i've got a question on how llm are used in memory. We need a ton of ram in order to load a full model.
Isnt it possible to load the model during the inference ?
Lets say, the input went through some layers, do we still need the back ?
As soon as the encoder finished is job, we just drop it, and then go to t... | 2024-02-21T02:20:50 | https://www.reddit.com/r/LocalLLaMA/comments/1aw0d7b/optimizing_gpu_inference/ | Other-Ad-9347 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aw0d7b | false | null | t3_1aw0d7b | /r/LocalLLaMA/comments/1aw0d7b/optimizing_gpu_inference/ | false | false | self | 2 | null |
Real World Speeds on the Mac: Koboldcpp Context Shift Edition! | 10 | Previous Post: [https://www.reddit.com/r/LocalLLaMA/comments/1aucug8/here\_are\_some\_real\_world\_speeds\_for\_the\_mac\_m2/](https://www.reddit.com/r/LocalLLaMA/comments/1aucug8/here_are_some_real_world_speeds_for_the_mac_m2/)
So in the previous post, I showed the raw real-world numbers of what non-cached response t... | 2024-02-21T02:14:26 | https://www.reddit.com/r/LocalLLaMA/comments/1aw08ck/real_world_speeds_on_the_mac_koboldcpp_context/ | SomeOddCodeGuy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aw08ck | false | null | t3_1aw08ck | /r/LocalLLaMA/comments/1aw08ck/real_world_speeds_on_the_mac_koboldcpp_context/ | false | false | self | 10 | {'enabled': False, 'images': [{'id': '_QTobzuJkr1Zm6t-xAciOuvRRUG3sFX1cl1tVTmHCMU', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/WSG7U5umi-ICopxwrfkGH1mWw29wfSzK8zgvQ-yG-3o.jpg?width=108&crop=smart&auto=webp&s=d02f23602f32f77ebf5d0bf470cd1cdc0a6824b5', 'width': 108}], 'source': {'height': 20... |
The Groq chip is faster than Nvidia - 13x faster when doing inference like ChatGPT. | 56 | 2024-02-21T01:29:42 | https://gizmodo.com/meet-groq-ai-chip-leaves-elon-musk-s-grok-in-the-dust-1851271871 | Internet--Traveller | gizmodo.com | 1970-01-01T00:00:00 | 0 | {} | 1avz9hk | false | null | t3_1avz9hk | /r/LocalLLaMA/comments/1avz9hk/the_groq_chip_is_faster_than_nvidia_13x_faster/ | false | false | 56 | {'enabled': False, 'images': [{'id': 'wI0IEW8eu4rBermHsonwi6Bn3dvVHx8ikuEHhfa0UlU', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/72bkAS7_hm10FxJ3k6ZcInE-y7pUv7QeE0neCTbRmiI.jpg?width=108&crop=smart&auto=webp&s=4c16ac0ef203fa491e70a900e0094fc6545287e4', 'width': 108}, {'height': 121, 'url': 'h... | ||
"Masking" the prompt / repeated text | 6 | Hi, I'm tuning Mistral 7B (qlora) for a very specialized task which has the following structure
1. a paragraph-long prompt
2. a 2 paragraph assistant response
3. another 1 sentence prompt
4. a structured JSON assistant response. The prompt portions will always be exactly the same.
The training is converging very quic... | 2024-02-21T01:25:16 | https://www.reddit.com/r/LocalLLaMA/comments/1avz61k/masking_the_prompt_repeated_text/ | breakfastboii | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avz61k | false | null | t3_1avz61k | /r/LocalLLaMA/comments/1avz61k/masking_the_prompt_repeated_text/ | false | false | self | 6 | null |
Resources to stay up to date on the latest LLM/AI methods? | 49 | I'm a developer working on an AI related personal project, and I want to stay up to date on the new techniques and libraries that come out, so I can be aware of anything I should be using. Stuff like Guidance, MemGPT, autoGen, as well as innovations in related technologies.
I don't have a background in machine learnin... | 2024-02-21T01:09:05 | https://www.reddit.com/r/LocalLLaMA/comments/1avyt24/resources_to_stay_up_to_date_on_the_latest_llmai/ | PurplishDev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avyt24 | false | null | t3_1avyt24 | /r/LocalLLaMA/comments/1avyt24/resources_to_stay_up_to_date_on_the_latest_llmai/ | false | false | self | 49 | null |
Anyone take a look at Mistral-Next? | 1 | [removed] | 2024-02-21T00:31:01 | https://www.reddit.com/r/LocalLLaMA/comments/1avxxue/anyone_take_a_look_at_mistralnext/ | ccbadd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avxxue | false | null | t3_1avxxue | /r/LocalLLaMA/comments/1avxxue/anyone_take_a_look_at_mistralnext/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'D-ZFpTK93N3RQYxiFUdgFkaHpibXk8n22oTNXXQhcQE', 'resolutions': [{'height': 66, 'url': 'https://external-preview.redd.it/8_lk8kdp_y22XTzaGNhAG5qKYceIraTAecL-yjpIxSU.jpg?width=108&crop=smart&auto=webp&s=a980a483a644d5f444be99328a833a6d147d93b5', 'width': 108}, {'height': 133, 'url': 'h... |
Long-context Summarization Models | 7 | What models are you currently using for long document summarization? My current go-to’s are Miqu and Nous Capybara, but at the rate new models are coming out, I thought maybe something better has emerged.
Have you had any success finding new models using HF filters and free-text search? I’ve tried selecting the Summar... | 2024-02-21T00:06:54 | https://www.reddit.com/r/LocalLLaMA/comments/1avxd49/longcontext_summarization_models/ | Hinged31 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avxd49 | false | null | t3_1avxd49 | /r/LocalLLaMA/comments/1avxd49/longcontext_summarization_models/ | false | false | self | 7 | null |
Is there any way to speed up prompt processing on CPU? (Llama.cpp, no GPU) | 10 | Prompt caching works great, but you still have to process the prompt at least once, which takes way too long for anything more than a few sentences.
Are there any tricks to improve this so it generates the first completion token faster? | 2024-02-20T23:53:02 | https://www.reddit.com/r/LocalLLaMA/comments/1avx0uf/is_there_any_way_to_speed_up_prompt_processing_on/ | JealousAmoeba | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avx0uf | false | null | t3_1avx0uf | /r/LocalLLaMA/comments/1avx0uf/is_there_any_way_to_speed_up_prompt_processing_on/ | false | false | self | 10 | null |
Google's Gemini can do NSFW without any jailbreaking or prompt engineering. I created a "personalities" feature to interface with their free API. | 8 | 2024-02-20T23:51:53 | faetalize | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1avwzvx | false | null | t3_1avwzvx | /r/LocalLLaMA/comments/1avwzvx/googles_gemini_can_do_nsfw_without_any/ | false | false | nsfw | 8 | {'enabled': True, 'images': [{'id': 'fUpG5rBG6RlJDy7YAJDZSKbVALiL_l7S_9h0KZo7etQ', 'resolutions': [{'height': 52, 'url': 'https://preview.redd.it/vb6e781jvtjc1.png?width=108&crop=smart&auto=webp&s=fa39ec8d9cf391e62c97b82e87955ae66b1029b7', 'width': 108}, {'height': 105, 'url': 'https://preview.redd.it/vb6e781jvtjc1.png... | ||
I have a problema with GPU acceleration on dolphin-mixtrall | 2 | I installed dolphin-mixtrall in ollama and It runs very slow and the GPU IS not beign used.
O have a rtx 3050 and with llama 2 on ollama i dont have that problem,It utilices the GPU without problem.
what can i do to fix It? | 2024-02-20T23:51:06 | https://www.reddit.com/r/LocalLLaMA/comments/1avwz70/i_have_a_problema_with_gpu_acceleration_on/ | cesko21 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avwz70 | false | null | t3_1avwz70 | /r/LocalLLaMA/comments/1avwz70/i_have_a_problema_with_gpu_acceleration_on/ | false | false | self | 2 | null |
Any guidance for creating sinthetic data for finetuning ? | 1 | It is a clear problem when finetuning for a specific thing that you need data for it. I want to train a model for a bunch of IE (information extraction) tasks. So basically for the synthetic data u dont care if it is factually correct as long the form is. I want to hand basically a desired output to the model and have ... | 2024-02-20T23:24:59 | https://www.reddit.com/r/LocalLLaMA/comments/1avwceo/any_guidance_for_creating_sinthetic_data_for/ | Noxusequal | self.LocalLLaMA | 2024-02-21T09:54:01 | 0 | {} | 1avwceo | false | null | t3_1avwceo | /r/LocalLLaMA/comments/1avwceo/any_guidance_for_creating_sinthetic_data_for/ | false | false | self | 1 | null |
(Opinion) Apple's LLMs will be able to run on iPhone, served by a MacBook / Mac Studio over AirPlay | 1 | Short but sweet post; I've been thinking about how a sweet ecosystem feature Apple could leverage for LLMs would be hosting over an AirPlay connection. The full power of Mixtral (or whatever crazy future LLM we're running in 2 years time), on your phone, no internet connection required. Could easily get it to be TTS to... | 2024-02-20T23:12:56 | https://www.reddit.com/r/LocalLLaMA/comments/1avw1w6/opinion_apples_llms_will_be_able_to_run_on_iphone/ | OldAd9530 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avw1w6 | false | null | t3_1avw1w6 | /r/LocalLLaMA/comments/1avw1w6/opinion_apples_llms_will_be_able_to_run_on_iphone/ | false | false | self | 1 | null |
How do I use my Ollama models? | 1 | I have installed [Ollama](https://imgur.com/a/NT7hihY)
And I have this big question to ask:
[Pastebin Link](https://pastebin.com/teD89ALd)
You can see my question is 10K in length and probably would output 10K length in answer.
[I asked a simple text question as per the website and it works Good!](https://imgur.com... | 2024-02-20T23:10:01 | https://www.reddit.com/r/LocalLLaMA/comments/1avvz8z/how_do_i_use_my_ollama_models/ | card_chase | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avvz8z | false | null | t3_1avvz8z | /r/LocalLLaMA/comments/1avvz8z/how_do_i_use_my_ollama_models/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'OQBW799rMYpdAepGdvaRnEDDvxFdWk8CX8E66lGzsS8', 'resolutions': [{'height': 66, 'url': 'https://external-preview.redd.it/wB5k7kGsGBjStwO_p6wybzFVjHq_2i9TjpdsE_fdlD8.jpg?width=108&crop=smart&auto=webp&s=9822907818fbb9e9966f08a453b0de344cb9dae9', 'width': 108}, {'height': 133, 'url': 'h... |
CROWDFUNDING new models/finetunes/optimazations in public | 1 | [removed] | 2024-02-20T23:08:44 | https://www.reddit.com/r/LocalLLaMA/comments/1avvy3n/crowdfunding_new_modelsfinetunesoptimazations_in/ | Mother_Preference439 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avvy3n | false | null | t3_1avvy3n | /r/LocalLLaMA/comments/1avvy3n/crowdfunding_new_modelsfinetunesoptimazations_in/ | false | false | self | 1 | null |
Fine-tuning OpenAI GPT 3.5 issues | 1 | I'm training a chatbot to be used by a niche community of users.
1) I am not able to get the training loss to drop and consistently stay low.
2) The validation and training loss oscillate so much that I don't understand if its overfitting/underfitting.
My training set is 275 rows of back and forth conversational mes... | 2024-02-20T23:05:46 | https://www.reddit.com/r/LocalLLaMA/comments/1avvvi4/finetuning_openai_gpt_35_issues/ | blackstonewine | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avvvi4 | false | null | t3_1avvvi4 | /r/LocalLLaMA/comments/1avvvi4/finetuning_openai_gpt_35_issues/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'n3bxdfPlBu-uP1BQO1JBcD5KOFW6wyUTEOeNwRPI3XA', 'resolutions': [{'height': 113, 'url': 'https://external-preview.redd.it/D3cjkDBDk4KXshQnBgx6w6U6F9-QZyX-n84g6IGNIhE.png?width=108&crop=smart&auto=webp&s=4d811306c99b7fe29a1ad4771725772090c15a1b', 'width': 108}, {'height': 226, 'url': '... |
Ubuntu performance vs Fedora | 0 | So, I've witnessed a weird behaviour which consists of me having much better LLM inference speeds on Ubuntu rather than Fedora and I'd like to understand what's going on.
If I use `iostat -m 1`, I can see what my disk is doing, so I'll always know if it's being read and how much it's being read.
I have 64GB of RAM an... | 2024-02-20T22:50:15 | https://www.reddit.com/r/LocalLLaMA/comments/1avvhn0/ubuntu_performance_vs_fedora/ | x54675788 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avvhn0 | false | null | t3_1avvhn0 | /r/LocalLLaMA/comments/1avvhn0/ubuntu_performance_vs_fedora/ | false | false | self | 0 | null |
sparsetral-16x7B is wonderful for rp/erp | 153 | After trying a lot of larger models after getting my 3090 24GB, I just stumbled up sparsetral, and it's easily my favorite. Just about ready to delete all my other models until something better comes along.
Doesn't start repeating non-stop, doesn't get confused as to the scenario or the character. doesn't start ... | 2024-02-20T22:34:26 | https://www.reddit.com/r/LocalLLaMA/comments/1avv3fo/sparsetral16x7b_is_wonderful_for_rperp/ | Baphilia | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avv3fo | false | null | t3_1avv3fo | /r/LocalLLaMA/comments/1avv3fo/sparsetral16x7b_is_wonderful_for_rperp/ | false | false | nsfw | 153 | {'enabled': False, 'images': [{'id': 'Li9ehugxHGx6TgVb653RUt0gP85ObpuVD1g8TVvCGYo', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/DYN5yr7kVLRHi5kNozkbzA8DM18pqNTsDTgnGNhfE6A.jpg?width=108&crop=smart&auto=webp&s=ae302c6e30409001f64a955bc87097d63e125ecf', 'width': 108}, {'height': 116, 'url': 'h... |
Babe wake up, new Karpathy Video Dropped | 1 | [removed] | 2024-02-20T22:17:42 | https://www.reddit.com/r/LocalLLaMA/comments/1avuoj5/babe_wake_up_new_karpathy_video_dropped/ | shouryannikam | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avuoj5 | false | {'oembed': {'author_name': 'Andrej Karpathy', 'author_url': 'https://www.youtube.com/@AndrejKarpathy', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/zduSFxRajkE?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; g... | t3_1avuoj5 | /r/LocalLLaMA/comments/1avuoj5/babe_wake_up_new_karpathy_video_dropped/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'NeXI5jnwEOwXIs7_mVe04Ef6iuVmmMHfc9xat36QzrU', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/5ADztEy-udSNC_Alo3u-Hs9dys7RiHwHkm8ogTJIyRo.jpg?width=108&crop=smart&auto=webp&s=97317181ff4915fa89e92b04d4fc282ff63224ef', 'width': 108}, {'height': 162, 'url': 'h... | |
Babe wake up, new Karpathy Video Dropped | 1 | [removed] | 2024-02-20T22:17:38 | https://www.reddit.com/r/LocalLLaMA/comments/1avuogm/babe_wake_up_new_karpathy_video_dropped/ | shouryannikam | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avuogm | false | null | t3_1avuogm | /r/LocalLLaMA/comments/1avuogm/babe_wake_up_new_karpathy_video_dropped/ | false | false | 1 | null | |
Fine tuning in Apple MLX, GGUF conversion and inference in Ollama? | 20 | I see quite often questions on how to fine tune with Apple MLX and use a more generic format for inference like gguf.
Here the steps to follow:
* convert a model from hf
* fine tune
* fuse
* lama.cpp convert.py & quantize
* ollama modelfile & create
* you are ready to have fun!
**Convert a model of choice using mlx... | 2024-02-20T21:56:11 | https://www.reddit.com/r/LocalLLaMA/comments/1avu4wy/fine_tuning_in_apple_mlx_gguf_conversion_and/ | ifioravanti | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avu4wy | false | null | t3_1avu4wy | /r/LocalLLaMA/comments/1avu4wy/fine_tuning_in_apple_mlx_gguf_conversion_and/ | false | false | self | 20 | {'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... |
Multiple GPUs and C-Payne boards | 5 | I'm trying to get my head around this. I see that Christian Payne sells PCIe PCB boards where you can connect multiple GPUs (admittedly each would have its own power supply and sit outside the case / have a custom chassis). Anyone got an explainer on how this hangs together in the real world? The use case is that I ... | 2024-02-20T21:16:35 | https://www.reddit.com/r/LocalLLaMA/comments/1avt4nd/multiple_gpus_and_cpayne_boards/ | A8IOAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avt4nd | false | null | t3_1avt4nd | /r/LocalLLaMA/comments/1avt4nd/multiple_gpus_and_cpayne_boards/ | false | false | self | 5 | null |
Trouble booting/displaying 2xA6000s | 2 | I tried looking everywhere, but I couldn't find anyone else with this issue. I have a 2x4090 + a6000 setup currently which works perfectly fine. I use it to run Mixtral as my main driver on the 4090s and try out different 34-70b models on the a6000. I display out of the a6000 and the 4090s just hang out in the case. Ru... | 2024-02-20T21:07:44 | https://www.reddit.com/r/LocalLLaMA/comments/1avswr0/trouble_bootingdisplaying_2xa6000s/ | lazercheesecake | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avswr0 | false | null | t3_1avswr0 | /r/LocalLLaMA/comments/1avswr0/trouble_bootingdisplaying_2xa6000s/ | false | false | self | 2 | null |
LLM Agents and Structured output | 1 | [removed] | 2024-02-20T20:51:10 | https://www.reddit.com/r/LocalLLaMA/comments/1avshci/llm_agents_and_structured_output/ | aniketmaurya | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avshci | false | null | t3_1avshci | /r/LocalLLaMA/comments/1avshci/llm_agents_and_structured_output/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '0gW0QKRJqWm6qy7dGXMXbJkEJonCfAZPSIVDLrusHhM', 'resolutions': [{'height': 46, 'url': 'https://external-preview.redd.it/jaWvSBCLcJHDACEw2sJKwhGzdkWCA3OPSiRWXYONe3Y.jpg?width=108&crop=smart&auto=webp&s=b7741d23988d643f8ecee569961032a2184149c3', 'width': 108}, {'height': 93, 'url': 'ht... |
Multiple GPU setup | 1 | Hi, I have a rtx 3060 running exllama + sillytavern-extras and the xtts server on windows. It works pretty well, but I thought about adding an old GTX 750ti to hopefully speed things up in any way.
I've never used more than one gpu, are there any difficulties I should be aware of? For context I have a Ryzen 5600 and a ... | 2024-02-20T20:50:22 | https://www.reddit.com/r/LocalLLaMA/comments/1avsgjp/multiple_gpu_setup/ | nengon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avsgjp | false | null | t3_1avsgjp | /r/LocalLLaMA/comments/1avsgjp/multiple_gpu_setup/ | false | false | self | 1 | null |
What is the best way to teach the model to chat and follow the instructions correctly? | 4 | Is it possible to train a llama model (below 7b) to do a short roleplay, or describe the steps for something simple?
It could do both:
\- reply to a single sentence, following a certain behavior pattern (being shy etc.)
\- answer by describing the steps for the goal (how to make a cup of tea)
While reading th... | 2024-02-20T20:03:32 | https://www.reddit.com/r/LocalLLaMA/comments/1avr9i2/what_is_the_best_way_to_teach_the_model_to_chat/ | sanobawitch | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avr9i2 | false | null | t3_1avr9i2 | /r/LocalLLaMA/comments/1avr9i2/what_is_the_best_way_to_teach_the_model_to_chat/ | false | false | self | 4 | null |
Should I stick with the 3090? | 1 | Title, but a little about my situation, I have a bit of money saved up (it was originally to go visit Florida, but trip got cancelled), so I can easily drop it on a 3090 and begin a build. While the 4090 seems to be really good, I can't justify their current prices for no vram increase. I was thinking about saving fo... | 2024-02-20T19:58:34 | https://www.reddit.com/r/LocalLLaMA/comments/1avr4qi/should_i_stick_with_the_3090/ | frogsgokerokero | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avr4qi | false | null | t3_1avr4qi | /r/LocalLLaMA/comments/1avr4qi/should_i_stick_with_the_3090/ | false | false | self | 1 | null |
Another good reason to use local models -- not having Microsoft spying on you | 48 | 2024-02-20T19:53:26 | https://www.schneier.com/blog/archives/2024/02/microsoft-is-spying-on-users-of-its-ai-tools.html | handyman5 | schneier.com | 1970-01-01T00:00:00 | 0 | {} | 1avr04z | false | null | t3_1avr04z | /r/LocalLLaMA/comments/1avr04z/another_good_reason_to_use_local_models_not/ | false | false | default | 48 | null | |
HuggingFace releases Cosmopedia: the largest dataset of synthetic textbooks, blogposts & stories generated by Mixtral | 201 | HuggingFace just released a large synthetic dataset generated by Mixtral: [https://huggingface.co/datasets/HuggingFaceTB/cosmopedia](https://huggingface.co/datasets/HuggingFaceTB/cosmopedia)
It has over 30M files and 25B tokens. Approaching the dataset composition of Phi1.5 but using an Open source model: Mixtral 8x7... | 2024-02-20T19:48:55 | https://www.reddit.com/r/LocalLLaMA/comments/1avqw1a/huggingface_releases_cosmopedia_the_largest/ | lba__19 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avqw1a | false | null | t3_1avqw1a | /r/LocalLLaMA/comments/1avqw1a/huggingface_releases_cosmopedia_the_largest/ | false | false | 201 | {'enabled': False, 'images': [{'id': 'i-qFzqTOq1e5VpFgrRi2Akg7eSVP3iEg6HwKfd9Tm0g', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/HbEbn5PI27vtR7fA1RFHQ8QUZHMuabBUptfawl1dPRo.jpg?width=108&crop=smart&auto=webp&s=7dcb3d61d205c4c8e0cee800d14c0c649600b193', 'width': 108}, {'height': 116, 'url': 'h... | |
MHENN 6 released! | 1 | [removed] | 2024-02-20T19:33:17 | https://www.reddit.com/r/LocalLLaMA/comments/1avqi59/mhenn_6_released/ | PhysicsDisastrous462 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avqi59 | false | null | t3_1avqi59 | /r/LocalLLaMA/comments/1avqi59/mhenn_6_released/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'CSvzAyP9H7n1hrDnxwoukW_OggexSmFPdDjXtbAWH_s', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/wfPLVUoDAUMsR7E32Yl6BWnj7QZTaSlWc8l6yXESlV0.jpg?width=108&crop=smart&auto=webp&s=20c0e4c9f8b6b01f7f30706c851e675f3b321ef9', 'width': 108}, {'height': 113, 'url': 'h... | |
"My benchmark for large language models" by Nicholas Carlini | 17 | 2024-02-20T19:33:00 | https://nicholas.carlini.com/writing/2024/my-benchmark-for-large-language-models.html | NutInBobby | nicholas.carlini.com | 1970-01-01T00:00:00 | 0 | {} | 1avqhwe | false | null | t3_1avqhwe | /r/LocalLLaMA/comments/1avqhwe/my_benchmark_for_large_language_models_by/ | false | false | default | 17 | null | |
Quantizing some models w/ importance matrices; any requests? | 4 | Hi friends!
I'm (re-)quantizing some models into the GGUF format, w/ importance matrices (source tokens = group_10_merged.txt). First two - https://huggingface.co/venketh/gpt4-x-vicuna-13b-gguf-imatrix, https://huggingface.co/venketh/Mistral-7B-Instruct-v0.2-GGUF-imatrix ; these two are for my own use, but have automa... | 2024-02-20T19:30:34 | https://www.reddit.com/r/LocalLLaMA/comments/1avqfmy/quantizing_some_models_w_importance_matrices_any/ | Fun_Tangerine_1086 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avqfmy | false | null | t3_1avqfmy | /r/LocalLLaMA/comments/1avqfmy/quantizing_some_models_w_importance_matrices_any/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': '-t_HqCppHIif3M-Gx3c3smCHrAkNzHJURWQxGz08n6k', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/ge5IwJI7mekCFQaAVSE4O67VF69H3eImlkuYK9KHYLA.jpg?width=108&crop=smart&auto=webp&s=9429905f6a3b9acba09d6edd5fba8ee2982b44c8', 'width': 108}, {'height': 116, 'url': 'h... |
Data Engineering for Scaling Language Models to 128K Context | 44 | Fu et al. present a method for improving the performance of *existing* models (they demonstrate on Llama 2) at long-context retrieval.
* Arxiv: https://arxiv.org/abs/2402.10171
* GitHub: https://github.com/FranxYao/Long-Context-Data-Engineering
* Twitter: https://twitter.com/Francis_YAO_/status/1759986097365627054
Th... | 2024-02-20T19:28:16 | https://www.reddit.com/r/LocalLLaMA/comments/1avqdhm/data_engineering_for_scaling_language_models_to/ | hold_my_fish | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avqdhm | false | null | t3_1avqdhm | /r/LocalLLaMA/comments/1avqdhm/data_engineering_for_scaling_language_models_to/ | false | false | self | 44 | {'enabled': False, 'images': [{'id': '4N6aijzWc3lgE9PsfpE_lllHojoUzp0_OzYSv7APeMo', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/xV_JryQQCsypgOic0Ie_SR3HDEfyBEisZfHyoKp58-Q.png?width=108&crop=smart&auto=webp&s=8134a5d20da35dd66ccd6e7b57f858dc000836d9', 'width': 108}, {'height': 112, 'url': 'h... |
Loading model in colab | 1 | How do I load a model in colab so I can start asking queries? | 2024-02-20T19:25:51 | https://www.reddit.com/r/LocalLLaMA/comments/1avqbbg/loading_model_in_colab/ | rockyfurter | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avqbbg | false | null | t3_1avqbbg | /r/LocalLLaMA/comments/1avqbbg/loading_model_in_colab/ | false | false | self | 1 | null |
Github link: Local Voice Assistant running on Raspberry Pi 4 | 11 | Neat demo, it's using TinyLamma 1.1B, unfortunately it requires a physical button press and isn't using a wake word but I'm curious if the Raspi 5 would have enough overhead for wake word monitoring
[https://github.com/nickbild/local\_llm\_assistant](https://github.com/nickbild/local_llm_assistant)
| 2024-02-20T19:24:20 | https://www.reddit.com/r/LocalLLaMA/comments/1avq9uv/github_link_local_voice_assistant_running_on/ | Ok-Recognition-3177 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avq9uv | false | null | t3_1avq9uv | /r/LocalLLaMA/comments/1avq9uv/github_link_local_voice_assistant_running_on/ | false | false | self | 11 | {'enabled': False, 'images': [{'id': 'ZlbPF5L8lVrlVYJAavsOQC9jZYe6zOl374VCC4IgcHs', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/_mOt9aYskR-k3RnSJ5u8EcNJzJTW38wwYFHpluPxbHg.jpg?width=108&crop=smart&auto=webp&s=6a3891a5ed143df82d101b34671442d2ffcb5c11', 'width': 108}, {'height': 108, 'url': 'h... |
Added ExllamaV2 to Langchain for GPTQ & EXL2 models | 10 | Hello,
for every person looking for the use of Exllama with Langchain & the ability to stream & more , here it is :
\- [ExllamaV2 LLM](https://github.com/AmineDjeghri/langchain/blob/master/libs/community/langchain_community/llms/exllamav2.py) : the LLM itself.
\- [Jupyter notebook](https://github.com/AmineDjeghri/... | 2024-02-20T18:45:48 | https://www.reddit.com/r/LocalLLaMA/comments/1avpbl9/added_exllamav2_to_langchain_for_gptq_exl2_models/ | aminedjeghri | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avpbl9 | false | null | t3_1avpbl9 | /r/LocalLLaMA/comments/1avpbl9/added_exllamav2_to_langchain_for_gptq_exl2_models/ | false | false | self | 10 | {'enabled': False, 'images': [{'id': 'k6TSYvVON4kKlgivypqctGLO3zeoN3pJiSkogTlDd_4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/G8SbreUTNJxAkSgVgGRt5Rt74XMSoen2wInMUfgQP5g.jpg?width=108&crop=smart&auto=webp&s=12cd2802d53f9f15f23b49b49ac06f5f94ec91c8', 'width': 108}, {'height': 108, 'url': 'h... |
Using a LLM for OCR proofreading | 1 | I think that the way to do this is have the response be the most similar to the prompt it can generate. I hope this would take far less resources and a smaller model, but I'm not sure how to go about it, as I'm pretty new to Llama. | 2024-02-20T18:41:56 | https://www.reddit.com/r/LocalLLaMA/comments/1avp83e/using_a_llm_for_ocr_proofreading/ | Longjumping_Fan_8157 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avp83e | false | null | t3_1avp83e | /r/LocalLLaMA/comments/1avp83e/using_a_llm_for_ocr_proofreading/ | false | false | self | 1 | null |
Beginner Question about OpenAPI usage. | 1 | So to use OpenAI's API you need to pay, so how are other alternative sites allowing users to use chatgpt for free integrated in their website? aren't they basically paying for free users? | 2024-02-20T18:34:09 | https://www.reddit.com/r/LocalLLaMA/comments/1avp0yx/beginner_question_about_openapi_usage/ | yolodeep | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avp0yx | false | null | t3_1avp0yx | /r/LocalLLaMA/comments/1avp0yx/beginner_question_about_openapi_usage/ | false | false | self | 1 | null |
If CPU to GPU memory transfer is a bottleneck why is there no unified silicon from NVIDIA? | 71 | From reading several articles on training and inference of LLMs it seems like memory transfer from CPU to GPU and back is usually a bottleneck. If so why is NVIDIA that dominates the GPU industry not also building CPUs with unified memory? This seems to be the approach of Apple silicon (M1,M2,M3) which makes them punch... | 2024-02-20T18:18:54 | https://www.reddit.com/r/LocalLLaMA/comments/1avomwd/if_cpu_to_gpu_memory_transfer_is_a_bottleneck_why/ | discretemathematics | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avomwd | false | null | t3_1avomwd | /r/LocalLLaMA/comments/1avomwd/if_cpu_to_gpu_memory_transfer_is_a_bottleneck_why/ | false | false | self | 71 | null |
Which RTX 3090 to choose? | 1 | Hello guys,
I am close to building my PC which I will use for AI and other stuff regarding my work.
I have few options for GPUs which I can choose from but as I have no knowledge in this space and what is the best I wanted to ask some of you for help. The GPUs in question are:
* RTX 3090 24GB Founders Edition
* ... | 2024-02-20T18:15:15 | https://www.reddit.com/r/LocalLLaMA/comments/1avojmt/which_rtx_3090_to_choose/ | kiIIuminatii | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avojmt | false | null | t3_1avojmt | /r/LocalLLaMA/comments/1avojmt/which_rtx_3090_to_choose/ | false | false | self | 1 | null |
Karpathy: Let's build the GPT Tokenizer [new video] | 103 | [https://twitter.com/adithya\_s\_k/status/1759990924615266558](https://twitter.com/adithya_s_k/status/1759990924615266558) | 2024-02-20T17:24:22 | https://www.reddit.com/r/LocalLLaMA/comments/1avn8ex/karpathy_lets_build_the_gpt_tokenizer_new_video/ | 91o291o | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avn8ex | false | null | t3_1avn8ex | /r/LocalLLaMA/comments/1avn8ex/karpathy_lets_build_the_gpt_tokenizer_new_video/ | false | false | self | 103 | {'enabled': False, 'images': [{'id': 'E-LC47oQ_3wTbMBGfSHbtpSod488ScIGPwmefUwOxxQ', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/XnACKSRQhDG32FpL_4vw_taSK6wKgaY-G2KwM9rEeYE.jpg?width=108&crop=smart&auto=webp&s=8602535233eff93006284eba8b0910aa52230599', 'width': 108}], 'source': {'height': 14... |
Let's build the GPT Tokenizer | 1 | New video from Karpathy | 2024-02-20T17:13:16 | https://www.reddit.com/r/LocalLLaMA/comments/1avmy8b/lets_build_the_gpt_tokenizer/ | nanowell | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avmy8b | false | null | t3_1avmy8b | /r/LocalLLaMA/comments/1avmy8b/lets_build_the_gpt_tokenizer/ | false | false | self | 1 | null |
Best Mistral or Mixtral fine-tunes for Function calling and JSON extraction ? | 7 | I need to design a POC that extract notes, MOM, invoice and different types of contents in JSON format from a conference call transcription.
For example
[INST] <<SYS>>
You are a helpful, unbiased, uncensored assistant.
<</SYS>>
retrieve three values :
parent name, complete addr... | 2024-02-20T16:53:36 | https://www.reddit.com/r/LocalLLaMA/comments/1avmg29/best_mistral_or_mixtral_finetunes_for_function/ | RageshAntony | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avmg29 | false | null | t3_1avmg29 | /r/LocalLLaMA/comments/1avmg29/best_mistral_or_mixtral_finetunes_for_function/ | false | false | self | 7 | null |
In rag models, why are the query encoder and document encoder not the same model? | 1 | Im not sure if this is the correct place to ask but I'mma try,
Doesn't it make more sense to have them both be the same model? (ie: encoder the query the same way you encoded the documents therefore it would be easier to match them) | 2024-02-20T16:52:18 | https://www.reddit.com/r/LocalLLaMA/comments/1avmeyd/in_rag_models_why_are_the_query_encoder_and/ | khaliiil | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avmeyd | false | null | t3_1avmeyd | /r/LocalLLaMA/comments/1avmeyd/in_rag_models_why_are_the_query_encoder_and/ | false | false | self | 1 | null |
Best way to run 70b on 3x 3090 Linux | 3 | I have access to a 3x 3090 system remotely with a thread ripper, and 256gb of ram, running Linux. The GPUS are not using an nvlink bridge. What would be the most best / most efficient way to run llama 70b for inference? Also, what about fine tuning? I have seen a lot of conflicting information. | 2024-02-20T16:51:27 | https://www.reddit.com/r/LocalLLaMA/comments/1avme67/best_way_to_run_70b_on_3x_3090_linux/ | Applsauce54 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avme67 | false | null | t3_1avme67 | /r/LocalLLaMA/comments/1avme67/best_way_to_run_70b_on_3x_3090_linux/ | false | false | self | 3 | null |
How to run LLAMA2 Locally and use it with Langchain | 1 | Hi, I am new to LLM and I want to download LLAMA2 and run it locally and probably integrate it with my application built using langchain. Can anyone help me with this process? | 2024-02-20T16:44:02 | https://www.reddit.com/r/LocalLLaMA/comments/1avm7dm/how_to_run_llama2_locally_and_use_it_with/ | OkCod2719 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avm7dm | false | null | t3_1avm7dm | /r/LocalLLaMA/comments/1avm7dm/how_to_run_llama2_locally_and_use_it_with/ | false | false | self | 1 | null |
Introducing LoraLand: 25 fine-tuned Mistral-7b models that outperform GPT-4 | 429 | Hi all! Today, we're very excited to launch LoRA Land: 25 fine-tuned mistral-7b models that outperform #gpt4 on task-specific applications ranging from sentiment detection to question answering.
All 25 fine-tuned models…
📈Outperform GPT-4, GPT-3.5-turbo, and mistral-7b-instruct for specific tasks
⚡️Are cost-effe... | 2024-02-20T16:38:52 | https://www.reddit.com/r/LocalLLaMA/comments/1avm2l7/introducing_loraland_25_finetuned_mistral7b/ | Similar-Jelly-5898 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avm2l7 | false | null | t3_1avm2l7 | /r/LocalLLaMA/comments/1avm2l7/introducing_loraland_25_finetuned_mistral7b/ | false | false | self | 429 | {'enabled': False, 'images': [{'id': '1DLouaRlS6TuRxGt-c0X9cSEuiFu-W3XyC_nxmG1k4s', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/J_68TzdpkQ4rgQW4iUyFweyrGQGKcpIweaK5-9imlRQ.jpg?width=108&crop=smart&auto=webp&s=e5650b110fa327aa3b673122d29595fbccf4e6bd', 'width': 108}, {'height': 113, 'url': 'h... |
GPT4All very bad at using local docs as source? | 7 | Hello! I needed a list of 50 correct answers from a text, so I saved the file and put it in GPT4all folder.
Gosh, all models I have gave wrong and hallucinated responses...instead, if I manually use the .txt in the prompt, all works fine (for most models)....
Is there a problem with the local docs feature? Will it be... | 2024-02-20T16:38:22 | https://www.reddit.com/r/LocalLLaMA/comments/1avm24e/gpt4all_very_bad_at_using_local_docs_as_source/ | Afamocc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avm24e | false | null | t3_1avm24e | /r/LocalLLaMA/comments/1avm24e/gpt4all_very_bad_at_using_local_docs_as_source/ | false | false | self | 7 | null |
Looking for LLM Commenting Images | 4 | Hey!
I'm sorry, I'm pretty noob about all of this... But I'm looking for a LLM capable of commenting images.
My usage, I am developing a game about taking pictures and I'd like an AI to be able to understand what I took pictures, the context and the background of etc... I currently have a system for this but I... | 2024-02-20T16:17:43 | https://www.reddit.com/r/LocalLLaMA/comments/1avljme/looking_for_llm_commenting_images/ | LucasBouyoux | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avljme | false | null | t3_1avljme | /r/LocalLLaMA/comments/1avljme/looking_for_llm_commenting_images/ | false | false | self | 4 | null |
Hetzner releases GPU servers (RTX 4000) | 34 | 2024-02-20T16:06:51 | https://robot.hetzner.com/order/index/culture/en_GB | JustThirst1 | robot.hetzner.com | 1970-01-01T00:00:00 | 0 | {} | 1avl9pg | false | null | t3_1avl9pg | /r/LocalLLaMA/comments/1avl9pg/hetzner_releases_gpu_servers_rtx_4000/ | false | false | default | 34 | null | |
What should I monitor while running LLMs? | 11 | So I want to monitor my machine while running LLMs. I guess that I should monitor the temperature of the CPU and GPU, the GPU utilization and the VRAM, but I don't really know what else should be monitored.
What do you guys think? | 2024-02-20T16:03:40 | https://www.reddit.com/r/LocalLLaMA/comments/1avl6qw/what_should_i_monitor_while_running_llms/ | Fr4y3R | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avl6qw | false | null | t3_1avl6qw | /r/LocalLLaMA/comments/1avl6qw/what_should_i_monitor_while_running_llms/ | false | false | self | 11 | null |
What do you think would be a disappointment after testing LLaMa 3? | 1 | [removed] | 2024-02-20T15:57:31 | https://www.reddit.com/r/LocalLLaMA/comments/1avl0za/what_do_you_think_would_be_a_disappointment_after/ | Secret_Joke_2262 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avl0za | false | null | t3_1avl0za | /r/LocalLLaMA/comments/1avl0za/what_do_you_think_would_be_a_disappointment_after/ | false | false | self | 1 | null |
Evals, prompt optimisation & model playground at app.composo.ai | 1 | 2024-02-20T15:50:20 | Glass_Journalist6022 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1avkuo9 | false | null | t3_1avkuo9 | /r/LocalLLaMA/comments/1avkuo9/evals_prompt_optimisation_model_playground_at/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'Kya2Fe4ciN-fB6TBwCyDU8XUZLrzkvQbafa_dcEupUw', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/62lsuemshrjc1.jpeg?width=108&crop=smart&auto=webp&s=02effd8faff2754c8fa7b4d2686f460bacec7648', 'width': 108}, {'height': 121, 'url': 'https://preview.redd.it/62lsuemshrjc1.jp... | |||
Meta prompting / auto-prompt writing | 2 | Hey all!
Whilst building various things with LLMs I’ve found one of the most time-consuming, annoying things to be writing & optimising prompts, then testing them across different models.
I’ve been trying out meta prompt / auto prompt writing strategies and with a bit of tweaking i’ve found it’s possible to get some ... | 2024-02-20T15:43:19 | https://www.reddit.com/r/LocalLLaMA/comments/1avkomj/meta_prompting_autoprompt_writing/ | Glass_Journalist6022 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avkomj | false | null | t3_1avkomj | /r/LocalLLaMA/comments/1avkomj/meta_prompting_autoprompt_writing/ | false | false | self | 2 | null |
Basic question: How do I run Chat with RTX? | 2 | I installed it and it works. But where is the exe or bat to start it again after I reboot the computer? | 2024-02-20T15:40:40 | https://www.reddit.com/r/LocalLLaMA/comments/1avkmca/basic_question_how_do_i_run_chat_with_rtx/ | kh_nstf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avkmca | false | null | t3_1avkmca | /r/LocalLLaMA/comments/1avkmca/basic_question_how_do_i_run_chat_with_rtx/ | false | false | self | 2 | null |
Automating prompt writing & LLM evaluation | 3 | Hey Reddit community! 🚀
Whilst building various things with LLMs I’ve found one of the most time-consuming, annoying things to be writing & optimising prompts, then testing them across different models. That's why I want to share something I've been working on: [Composo.ai](http://composo.ai/).
​
* **Automat... | 2024-02-20T15:34:52 | https://www.reddit.com/r/LocalLLaMA/comments/1avkhfq/automating_prompt_writing_llm_evaluation/ | Glass_Journalist6022 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avkhfq | false | null | t3_1avkhfq | /r/LocalLLaMA/comments/1avkhfq/automating_prompt_writing_llm_evaluation/ | false | false | self | 3 | null |
Implementing a new promising LoRA variant: Weight-Decomposed Low-Rank Adaptation | 1 | 2024-02-20T15:18:14 | https://sebastianraschka.com/blog/2024/lora-dora.html | seraschka | sebastianraschka.com | 1970-01-01T00:00:00 | 0 | {} | 1avk313 | false | null | t3_1avk313 | /r/LocalLLaMA/comments/1avk313/implementing_a_new_promising_lora_variant/ | false | false | default | 1 | null | |
How would you extract long document data into complex form values (over 100 fields)? | 3 | Don’t have much data to fine tune on, thinking about some form of RAG | 2024-02-20T14:53:22 | https://www.reddit.com/r/LocalLLaMA/comments/1avjhpm/how_would_you_extract_long_document_data_into/ | otaku2sday | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avjhpm | false | null | t3_1avjhpm | /r/LocalLLaMA/comments/1avjhpm/how_would_you_extract_long_document_data_into/ | false | false | self | 3 | null |
Groq run absolutely insanely blazingly quickly | 1 | 2024-02-20T14:28:55 | https://x.com/OrganicGPT/status/1759782807394513114?s=20 | nderstand2grow | x.com | 1970-01-01T00:00:00 | 0 | {} | 1avixsz | false | null | t3_1avixsz | /r/LocalLLaMA/comments/1avixsz/groq_run_absolutely_insanely_blazingly_quickly/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'HX6X-HQODtl0swtEBqTWTuktXlJZB98tSnWYOMtUjQA', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/0EXLZ6CmauRuYamES2HEL5BU4lzNeTlLfdgwiym5VZ4.jpg?width=108&crop=smart&auto=webp&s=644c1f633e2719a0399553a11971022b63e870ab', 'width': 108}, {'height': 120, 'url': 'h... | ||
Infinite datasets loading(Oobabooga raw text) | 1 | [removed] | 2024-02-20T14:21:15 | https://www.reddit.com/r/LocalLLaMA/comments/1avirrt/infinite_datasets_loadingoobabooga_raw_text/ | Working-Flatworm-531 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avirrt | false | null | t3_1avirrt | /r/LocalLLaMA/comments/1avirrt/infinite_datasets_loadingoobabooga_raw_text/ | false | false | self | 1 | null |
Anyone get groq API access yet? Is it just as fast? | 12 | I tested the playground inference on their website. Insane speeds. Wondering if things match up over the api. Very powerful real-time implications. | 2024-02-20T14:19:45 | https://www.reddit.com/r/LocalLLaMA/comments/1aviqk0/anyone_get_groq_api_access_yet_is_it_just_as_fast/ | cobalt1137 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aviqk0 | false | null | t3_1aviqk0 | /r/LocalLLaMA/comments/1aviqk0/anyone_get_groq_api_access_yet_is_it_just_as_fast/ | false | false | self | 12 | null |
Help with assembling a setup for LLM | 8 | Hi there! I've been interested in AI topics for some time now. So far, I've mainly been involved in image generation using stable diffusion, but lately, I've become more interested in the LLM topic. My current machine has long been struggling to keep up, so I've decided it's time for an upgrade. Unfortunately, I don't ... | 2024-02-20T14:03:53 | https://www.reddit.com/r/LocalLLaMA/comments/1avidz3/help_with_assembling_a_setup_for_llm/ | Casidias1790 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avidz3 | false | null | t3_1avidz3 | /r/LocalLLaMA/comments/1avidz3/help_with_assembling_a_setup_for_llm/ | false | false | self | 8 | null |
Is anyone building a postgres extension for llama.cpp? | 1 | It would be great if I could do something like
update <table>
SET item_vector = llama_vector("embedding/model", <column_name>)
Or something like:
SELECT
llama_chat("model/name", REPLACE(prompt, "{str}", str))
FROM <table> | 2024-02-20T13:29:49 | https://www.reddit.com/r/LocalLLaMA/comments/1avhnw3/is_anyone_building_a_postgres_extension_for/ | CSharpSauce | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avhnw3 | false | null | t3_1avhnw3 | /r/LocalLLaMA/comments/1avhnw3/is_anyone_building_a_postgres_extension_for/ | false | false | self | 1 | null |
Let's discuss Tinygrad | 7 | I only found and read about this just yesterday and it seems like an amazing project lead by George Hotz. Can someone better explain it's current state? Could this be a great kickstart on hardware agnostic ML/AI acceleration? | 2024-02-20T12:59:55 | https://www.reddit.com/r/LocalLLaMA/comments/1avh2fe/lets_discuss_tinygrad/ | Exotic-Investment110 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avh2fe | false | null | t3_1avh2fe | /r/LocalLLaMA/comments/1avh2fe/lets_discuss_tinygrad/ | false | false | self | 7 | null |
Using my m1 mac mini with 16gb of ram as a local server for LLM | 7 | Hi,
I have a Mac Mini M1 with 16GB ram, and Macbook Pro M1 (Pro model with 32gb of ram),
I was thinking to play around with LLM's for fun and maybe use it as a replacement for chatGPT (might not be ideal but I definitely wanna try.
Im currently using my Macbook Pro as my main development machine, mostly for web,
an... | 2024-02-20T12:09:56 | https://www.reddit.com/r/LocalLLaMA/comments/1avg5lf/using_my_m1_mac_mini_with_16gb_of_ram_as_a_local/ | Fun_Employ_8880 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avg5lf | false | null | t3_1avg5lf | /r/LocalLLaMA/comments/1avg5lf/using_my_m1_mac_mini_with_16gb_of_ram_as_a_local/ | false | false | self | 7 | null |
Do you guys use llms for data generation and data engineering ? | 4 | I have been trying to use ollama for data generation purpose. Can you suggest me some resources or existing tools if any that I can use? | 2024-02-20T11:49:32 | https://www.reddit.com/r/LocalLLaMA/comments/1avft3t/do_you_guys_use_llms_for_data_generation_and_data/ | No_Requirement8319 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avft3t | false | null | t3_1avft3t | /r/LocalLLaMA/comments/1avft3t/do_you_guys_use_llms_for_data_generation_and_data/ | false | false | self | 4 | null |
What model for mainly key press and macro? | 5 | Hi,
I currently use voice attack, wich allow me to turn certain voice command into button press, macro, open app, etc.
I would like to upgrade it with a local Ai.
Meaning that I don't have to tell the exact same anymore.
Would a language model would be suited for that? Taking into account that I will be playing at t... | 2024-02-20T11:37:24 | https://www.reddit.com/r/LocalLLaMA/comments/1avfm1h/what_model_for_mainly_key_press_and_macro/ | DayDreamEnjoyer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avfm1h | false | null | t3_1avfm1h | /r/LocalLLaMA/comments/1avfm1h/what_model_for_mainly_key_press_and_macro/ | false | false | self | 5 | null |
Dolphin-2.5-Q4K_M Failing miserably, its too bad. | 5 | I am using models for ai roleplay in silly tavern. I used premade characters. Sometimes, in between chats, dolphin says stuff that doesn't make any sense.
It sometimes stutters(that might be due to character setting but it does too much). Some times it goes like this:
"What are you doing sis?"
"i am making this dre... | 2024-02-20T11:06:02 | https://www.reddit.com/r/LocalLLaMA/comments/1avf3w8/dolphin25q4k_m_failing_miserably_its_too_bad/ | AdFinancial9366 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avf3w8 | false | null | t3_1avf3w8 | /r/LocalLLaMA/comments/1avf3w8/dolphin25q4k_m_failing_miserably_its_too_bad/ | false | false | self | 5 | null |
Can we fine tune OpenAI's models in H2O's LLM Studio? | 1 | Hi, I was exploring H2O's LLM Studio Doc, Wanted to know whether we can fine tune OpenAI's GPT Model there? | 2024-02-20T11:01:55 | https://www.reddit.com/r/LocalLLaMA/comments/1avf1kk/can_we_fine_tune_openais_models_in_h2os_llm_studio/ | Cheezy-cheese-9913 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avf1kk | false | null | t3_1avf1kk | /r/LocalLLaMA/comments/1avf1kk/can_we_fine_tune_openais_models_in_h2os_llm_studio/ | false | false | default | 1 | null |
Best AI Model for Sexual Health - Local and Private | 1 | [removed] | 2024-02-20T10:59:41 | https://www.reddit.com/r/LocalLLaMA/comments/1avf016/best_ai_model_for_sexual_health_local_and_private/ | Lopsided_Dot_4557 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avf016 | false | null | t3_1avf016 | /r/LocalLLaMA/comments/1avf016/best_ai_model_for_sexual_health_local_and_private/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'olMhs_0kn9gQpv9m-jcQdgwMYT8NWZ_S8M3rrwnvtH8', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/w7K4BPriYFRUGBzR0Hmejxd4ZoM7kBibYQU5YffbSuA.jpg?width=108&crop=smart&auto=webp&s=33384e539d47b6641de0c29c31cca3f1316a114c', 'width': 108}, {'height': 162, 'url': 'h... |
LORA Training on multiple text files instead of 1 big file. | 1 | [removed] | 2024-02-20T10:44:39 | https://www.reddit.com/r/LocalLLaMA/comments/1averxo/lora_training_on_multiple_text_files_instead_of_1/ | TurbulentDelivery799 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1averxo | false | null | t3_1averxo | /r/LocalLLaMA/comments/1averxo/lora_training_on_multiple_text_files_instead_of_1/ | false | false | self | 1 | null |
Adding a new language to Mistral 7B | 6 | I'm new to LLM, and unfortunately, I'm from a part of the world that uses one of the lesser-supported languages. For my use case, I need to add my local language to an existing LLM like Mistral 7B.
Most resources on LLM, including books such as "Natural Language Processing with Transformers" and "Build a Large Langua... | 2024-02-20T10:37:47 | https://www.reddit.com/r/LocalLLaMA/comments/1aveo7v/adding_a_new_language_to_mistral_7b/ | DrJokeTech | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1aveo7v | false | null | t3_1aveo7v | /r/LocalLLaMA/comments/1aveo7v/adding_a_new_language_to_mistral_7b/ | false | false | self | 6 | null |
Can we calculate a percentage score of how sure LLM is of the generated answer? | 4 | Object identification and classification AI solutions generally provide the percentages of how sure the AI is of the result. Is it possible, in the same vain, based on the cumulative probabilities of the tokens picked by the LLM in the answer, to devise a percentage reflecting how sure it is? This is of course to disti... | 2024-02-20T10:34:19 | https://www.reddit.com/r/LocalLLaMA/comments/1avembf/can_we_calculate_a_percentage_score_of_how_sure/ | slider2k | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avembf | false | null | t3_1avembf | /r/LocalLLaMA/comments/1avembf/can_we_calculate_a_percentage_score_of_how_sure/ | false | false | self | 4 | null |
LocalAI minimal hardware requirements for HomeAssistant voice assistant | 1 | [removed] | 2024-02-20T10:33:10 | https://www.reddit.com/r/LocalLLaMA/comments/1avelq7/localai_minimal_hardware_requirements_for/ | zolaktt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avelq7 | false | null | t3_1avelq7 | /r/LocalLLaMA/comments/1avelq7/localai_minimal_hardware_requirements_for/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'A7PJ9miYs_IXDZXC-sfZ4g04QN6KK3luJbOlq3JHsYA', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/IHwmuZjCws8AsWgg3MdhpZtnbHoUbLkbxs_UQlEkHdU.jpg?width=108&crop=smart&auto=webp&s=68832c7f2a557dab9a684857b4d40f9a2159e9b9', 'width': 108}, {'height': 162, 'url': 'h... |
GPT Pilot Alternatives? | 4 | I've been messing around with the VS code extension GPT Pilot and it's okay, but I'm wondering if there are alternatives, specifically that accept local models?
Just to be clear, you give it a description of an app/program/script/whatever and it will iteratively create it, along with troubleshooting errors and writing... | 2024-02-20T10:15:32 | https://www.reddit.com/r/LocalLLaMA/comments/1avec9e/gpt_pilot_alternatives/ | Mescallan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avec9e | false | null | t3_1avec9e | /r/LocalLLaMA/comments/1avec9e/gpt_pilot_alternatives/ | false | false | self | 4 | null |
New Try: Where is the quantization god? | 148 | Do any of you know what's going on with TheBloke? I mean, on the one hand you could say it's none of our business, but on the other hand we're also a community as a digital community - I think one should also have a sense of responsibility for that and it wouldn't be so far-fetched that someone can get seriously ill, h... | 2024-02-20T09:47:01 | https://www.reddit.com/r/LocalLLaMA/comments/1avdwx2/new_try_where_is_the_quantization_god/ | Evening_Ad6637 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avdwx2 | false | null | t3_1avdwx2 | /r/LocalLLaMA/comments/1avdwx2/new_try_where_is_the_quantization_god/ | false | false | self | 148 | null |
How do I know my model is actually being used in TextwebUi? | 2 | Random question but say I load a model on textwebui after spinning up RunPod, is there a way to verify the model I have selected is running in the chat tab? Some command (probably unlikely I know…).
I ask because when I use vLLM in colab, it feels funny I can’t verify with some command which model is speaking/being us... | 2024-02-20T09:35:28 | https://www.reddit.com/r/LocalLLaMA/comments/1avdqqc/how_do_i_know_my_model_is_actually_being_used_in/ | 99OG121314 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avdqqc | false | null | t3_1avdqqc | /r/LocalLLaMA/comments/1avdqqc/how_do_i_know_my_model_is_actually_being_used_in/ | false | false | self | 2 | null |
deepseek-coder gibberish outputs textgeneration-webui | 1 | I am trying to load deep seek coder 6.7b-instruct GGUF on my macOS (I heard that GPTQ does not work on macOS)
my specs are (M1 MAX 32GB ram)
I am loading it using llama.cpp
I am using textgeneration-webui and somehow my outputs are really slow and they are all gibberish text..
any suggestions on how to load ... | 2024-02-20T08:22:11 | https://www.reddit.com/r/LocalLLaMA/comments/1avcp0i/deepseekcoder_gibberish_outputs/ | Smoozzi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avcp0i | false | null | t3_1avcp0i | /r/LocalLLaMA/comments/1avcp0i/deepseekcoder_gibberish_outputs/ | false | false | self | 1 | null |
Where is TheBloke? | 1 | [removed] | 2024-02-20T07:59:51 | https://www.reddit.com/r/LocalLLaMA/comments/1avccs9/where_is_thebloke/ | Evening_Ad6637 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avccs9 | false | null | t3_1avccs9 | /r/LocalLLaMA/comments/1avccs9/where_is_thebloke/ | false | false | self | 1 | null |
Fine tuning in Apple MLX, GGUF conversion and inference in Ollama? Yes you can! | 1 | [removed] | 2024-02-20T07:57:02 | https://www.reddit.com/r/LocalLLaMA/comments/1avcbcm/fine_tuning_in_apple_mlx_gguf_conversion_and/ | ifioravanti | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avcbcm | false | null | t3_1avcbcm | /r/LocalLLaMA/comments/1avcbcm/fine_tuning_in_apple_mlx_gguf_conversion_and/ | false | false | self | 1 | null |
Would like guidance on creating a custom MoE model | 3 | This post from u/hurrytewer:
https://www.reddit.com/r/LocalLLaMA/s/29OTbBfe4I
has a method to extract lora's from finetuned models.
What I want to do is take the 4 original models that make up this excellent MoE model:
https://huggingface.co/mlabonne/Beyonder-4x7B-v2
I want to extract loras from each constituent mod... | 2024-02-20T06:59:50 | https://www.reddit.com/r/LocalLLaMA/comments/1avbf1v/would_like_guidance_on_creating_a_custom_moe_model/ | BroJack-Horsemang | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avbf1v | false | null | t3_1avbf1v | /r/LocalLLaMA/comments/1avbf1v/would_like_guidance_on_creating_a_custom_moe_model/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'X4Bl7cM-Q-GoaaK6y793lrrQwZigYw8YB0KqykLr-KE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/tg5jqKX1_E8CB1JLltX7sj_DbcMAKJLolvlEIez1QRs.jpg?width=108&crop=smart&auto=webp&s=dd29a8cbfaad1ae311819b778d033236a58aac24', 'width': 108}, {'height': 116, 'url': 'h... |
Is LLM necessary for RAG if we can retreive answer from vector database? | 62 | Can someone clarify why we need an LLM, if we can retreive the answer from a vector database. LLM are for paraphrasing the answer ? Please forgive me if I sound naive | 2024-02-20T06:31:09 | https://www.reddit.com/r/LocalLLaMA/comments/1avayel/is_llm_necessary_for_rag_if_we_can_retreive/ | violet_bloom_87 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avayel | false | null | t3_1avayel | /r/LocalLLaMA/comments/1avayel/is_llm_necessary_for_rag_if_we_can_retreive/ | false | false | self | 62 | null |
Nvidia GPU for beginners | 7 | Hi, I'm new to AI and really want to dig more into AI, especially with local data. If Ibuy a Nvidia GPU with 16Gb of VRAM (4080 or 4070Ti super), is it already good enough to get started?
Let me know. Thank you. | 2024-02-20T06:28:39 | https://www.reddit.com/r/LocalLLaMA/comments/1avawu5/nvidia_gpu_for_beginners/ | qaf23 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1avawu5 | false | null | t3_1avawu5 | /r/LocalLLaMA/comments/1avawu5/nvidia_gpu_for_beginners/ | false | false | self | 7 | null |
Favorite small models? | 24 | I'm looking for a small model to run as part of a larger demonstration soon. I'm not looking for a GPT killer, just something capable that'll run somewhat okay without a gpu. I'm sure there will be some long delays in model responses this way, but that's okay for my purposes. I just need something that works reasona... | 2024-02-20T04:56:50 | https://www.reddit.com/r/LocalLLaMA/comments/1av9b46/favorite_small_models/ | replikatumbleweed | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1av9b46 | false | null | t3_1av9b46 | /r/LocalLLaMA/comments/1av9b46/favorite_small_models/ | false | false | self | 24 | null |
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