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Went down the rabbit hole of 100% local RAG, it works but are there better options? | 37 | Hey everyone!
I'm new to this community and actually came across it when searching for ways to improve my fully local RAG (Retrieval Augmented Generation) setup.
I used [Ollama](https://github.com/jmorganca/ollama) (with Mistral 7B) and [Quivr](https://github.com/StanGirard/quivr) to get a local RAG up and running an... | 2023-12-06T17:29:28 | https://www.reddit.com/r/LocalLLaMA/comments/18c95pz/went_down_the_rabbit_hole_of_100_local_rag_it/ | tarek-ayed | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c95pz | false | null | t3_18c95pz | /r/LocalLLaMA/comments/18c95pz/went_down_the_rabbit_hole_of_100_local_rag_it/ | false | false | self | 37 | {'enabled': False, 'images': [{'id': 'qjJmOeYZZoTHsAe8flM76vbK0nHZPP1u1AQgsBYvavg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/jeJZLba4514B9dmJj5wpT4ec3kkUMnwk8zhAbMyXjkY.jpg?width=108&crop=smart&auto=webp&s=8616b3091b2fad97ef8d62fd87af3ed65bbeb0b4', 'width': 108}, {'height': 108, 'url': 'h... |
What OS to Use for Running? | 2 | So I am going to be building a new PC this weekend. Specs are as follows:
Ryzen 5 7600x
ASUS Nvidia 3060ti 8gb
Corsair Vengeance DDR5 32gb RAM 5200MHz
Asus ROG Strix B650-A Motherboard
1tb NVME Samsung SSD
I plan on installing Windows for gaming purposes, so I’ll have that available to me. But I also am planning on h... | 2023-12-06T17:19:24 | https://www.reddit.com/r/LocalLLaMA/comments/18c8x6c/what_os_to_use_for_running/ | Shadow1893 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c8x6c | false | null | t3_18c8x6c | /r/LocalLLaMA/comments/18c8x6c/what_os_to_use_for_running/ | false | false | self | 2 | null |
Approach to reverse engineer the correct answer in bulk? | 2 | Hello,
I have been given a task to create a summarization of economic text data, I have example pdf's and their summarization. I want to reverse engineer the prompt based on the example summarization provided.
I tried prompt engineering, but the summarization keeps missing vital parts of the documents and is incl... | 2023-12-06T17:15:52 | https://www.reddit.com/r/LocalLLaMA/comments/18c8ucz/approach_to_reverse_engineer_the_correct_answer/ | Nokita_is_Back | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c8ucz | false | null | t3_18c8ucz | /r/LocalLLaMA/comments/18c8ucz/approach_to_reverse_engineer_the_correct_answer/ | false | false | self | 2 | null |
Why train on Yi 4K instead of 200K? | 25 | I was really excited when the Yi 200k models came out. Just being able to stuff in a huge story, text to search or whatever is crazy. Even base 34B 200K has a good grasp over long context, and there is even some evidence 6B 200K is better than Mistral.
...But all the trainers are training on the 4K native models inste... | 2023-12-06T16:08:13 | https://www.reddit.com/r/LocalLLaMA/comments/18c7am9/why_train_on_yi_4k_instead_of_200k/ | mcmoose1900 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c7am9 | false | null | t3_18c7am9 | /r/LocalLLaMA/comments/18c7am9/why_train_on_yi_4k_instead_of_200k/ | false | false | self | 25 | null |
What is this called and does an implementation currently exist? When you take the output of a model and feed it back in to the same model and ask it to self-correct. | 7 | I am seeing this constantly in 34b-70b models (the only ones I use) where my model will output something like this:
A is wearing blue ripped jeans, with a white blouse and no bra..<a few more lines of exposition>.. A removes her top leaving behind only a lace bra that accentuates her figure.
What the hell right? So I... | 2023-12-06T15:59:25 | https://www.reddit.com/r/LocalLLaMA/comments/18c736d/what_is_this_called_and_does_an_implementation/ | necile | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c736d | false | null | t3_18c736d | /r/LocalLLaMA/comments/18c736d/what_is_this_called_and_does_an_implementation/ | false | false | nsfw | 7 | null |
Ava (all-in-one GUI for llama.cpp) is now Open-Source! | 1 | [removed] | 2023-12-06T15:44:40 | https://www.reddit.com/r/LocalLLaMA/comments/18c6re7/ava_allinone_gui_for_llamacpp_is_now_opensource/ | cztomsik | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c6re7 | false | null | t3_18c6re7 | /r/LocalLLaMA/comments/18c6re7/ava_allinone_gui_for_llamacpp_is_now_opensource/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'M5EvqylHUFglUPq0dC8IZPghEYKlem-34GOFM3NeXnA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/mupESRh9cINwhF3oJEujxfiVYUioJPYy2d4hohRCtrM.jpg?width=108&crop=smart&auto=webp&s=26874ab45628ff21719fbb95466e58ace8554669', 'width': 108}, {'height': 108, 'url': 'h... | |
Python plugin now acting as interactive user in llama.cpp | 1 | [removed] | 2023-12-06T15:16:48 | introsp3ctor | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18c65me | false | null | t3_18c65me | /r/LocalLLaMA/comments/18c65me/python_plugin_now_acting_as_interactive_user_in/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'NqIrBXP9zxK4xzQL_zh9l3Qti0nnEnb6t-i3YApjQBo', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/i99bgtrjyo4c1.jpg?width=108&crop=smart&auto=webp&s=1da77ee7bd3673625479fed8c424f58ace406fdd', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/i99bgtrjyo4c1.jp... | ||
Introducing Gemini: our largest and most capable AI model | 357 | 2023-12-06T15:07:52 | https://blog.google/technology/ai/google-gemini-ai | marleen01 | blog.google | 1970-01-01T00:00:00 | 0 | {} | 18c5ytl | false | null | t3_18c5ytl | /r/LocalLLaMA/comments/18c5ytl/introducing_gemini_our_largest_and_most_capable/ | false | false | 357 | {'enabled': False, 'images': [{'id': 'wtp51lD77jHlDll85luq17U0xHRyO3_bWjNNIEvCFXE', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/QceZW_OusOZvkVqSjx5aeutMjmoUg-e5LYTBEiSlavQ.jpg?width=108&crop=smart&auto=webp&s=a327b0528c050bec8317a701ab7ad67b3134d286', 'width': 108}, {'height': 112, 'url': 'h... | ||
Finetuned Mistral Base performing worse than Pretrained one for JSON output | 3 | I am finetuning different models for a strict json output, however Mistral Base fine-tuned is performing the worst, even worse than the pretrained one. Not producing a single correct json. Always empty responses. Is there a reason why?
I have fine-tuned the model for 2 epochs with LoRA. I did this with Llama2 7b as we... | 2023-12-06T15:03:01 | https://www.reddit.com/r/LocalLLaMA/comments/18c5v0r/finetuned_mistral_base_performing_worse_than/ | icelebratefestivus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c5v0r | false | null | t3_18c5v0r | /r/LocalLLaMA/comments/18c5v0r/finetuned_mistral_base_performing_worse_than/ | false | false | self | 3 | null |
Alternatives to NVidia cards in the future | 8 | This is mostly venting:
I believe the rise of open source will be when GPUs would be cheap (DUHH\~). Right now there is virtually only NVidia providing those hardware and because of CUDA, that makes hard to even switch to AMD.
I want to have the freedom the design my "local" AI infrastructure the same way I have free... | 2023-12-06T14:57:58 | https://www.reddit.com/r/LocalLLaMA/comments/18c5qwq/alternatives_to_nvidia_cards_in_the_future/ | Tiny_Yellow_7869 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c5qwq | false | null | t3_18c5qwq | /r/LocalLLaMA/comments/18c5qwq/alternatives_to_nvidia_cards_in_the_future/ | false | false | self | 8 | null |
The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning | 23 | 2023-12-06T14:27:05 | https://arxiv.org/abs/2312.01552 | ambient_temp_xeno | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 18c53sz | false | null | t3_18c53sz | /r/LocalLLaMA/comments/18c53sz/the_unlocking_spell_on_base_llms_rethinking/ | false | false | 23 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/izh8gZHY4FqZ1nwtU1N_TjtohUCNuvTyMn90toXda80.jpg?width=108&crop=smart&auto=webp&s=bc9575b410002edc2df3c5b5b0355fefedc7baa8', 'width': 108}, {'height': 126, 'url': 'h... | ||
Will we uo that supports multiple users | 1 | I'm looking to stand up a long server on an air gaped network. Does anyone know of a way this can be done to support multiple users? I have tried a few different ones at home and they all seem to only support a single user. I need it so that each user can login and access only their chats.
Does something like this alr... | 2023-12-06T14:01:37 | https://www.reddit.com/r/LocalLLaMA/comments/18c4lfy/will_we_uo_that_supports_multiple_users/ | redwz666 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c4lfy | false | null | t3_18c4lfy | /r/LocalLLaMA/comments/18c4lfy/will_we_uo_that_supports_multiple_users/ | false | false | self | 1 | null |
Why Aren't Custom Embeddings Helping More? | 24 | I was very interested in using custom embeddings for our RAG-stack, along with a [fine-tuned LLM on a domain-specific military corpus](https://www.reddit.com/r/LocalLLaMA/comments/1686ul6/some_lessons_learned_from_building_a_fine_tuned/). It seemed very intuitive to me that an off the shelf embeddings model (OpenAI in... | 2023-12-06T13:46:52 | https://www.reddit.com/r/LocalLLaMA/comments/18c4ba2/why_arent_custom_embeddings_helping_more/ | Mbando | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c4ba2 | false | null | t3_18c4ba2 | /r/LocalLLaMA/comments/18c4ba2/why_arent_custom_embeddings_helping_more/ | false | false | self | 24 | {'enabled': False, 'images': [{'id': 'FSgJkox8XXw25qhcPwMofZsbppstcYIZMXIyv1U1L-w', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/NQJVRKi7omWn_fdODxaAlKoD9vcaQ7zoHGSRfPDnRUg.jpg?width=108&crop=smart&auto=webp&s=2dc8d7a24774f5309f8ec5ca70f4e028ea873609', 'width': 108}, {'height': 116, 'url': 'h... |
Best multi language or Polish LLM model for SFW / NSFW? | 3 | Hi,
I am looking for a model that supports Polish and English language for both SFW/NSFW, I would love to play roleplay and ask for some writing suggestions.
I really like LLAMA2 and tried bunch of models, but there is something about my home language that still keeps me tied to GPT 3 and 4 | 2023-12-06T13:41:07 | https://www.reddit.com/r/LocalLLaMA/comments/18c47i5/best_multi_language_or_polish_llm_model_for_sfw/ | Civil-Demand555 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c47i5 | false | null | t3_18c47i5 | /r/LocalLLaMA/comments/18c47i5/best_multi_language_or_polish_llm_model_for_sfw/ | false | false | nsfw | 3 | null |
Pluto: Tool for Generating Synthetic Datasets for LLM Fine-Tuning | 1 | [removed] | 2023-12-06T13:16:04 | https://www.reddit.com/r/LocalLLaMA/comments/18c3r72/pluto_tool_for_generating_synthetic_datasets_for/ | torque-mcclyde | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c3r72 | false | null | t3_18c3r72 | /r/LocalLLaMA/comments/18c3r72/pluto_tool_for_generating_synthetic_datasets_for/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'pTKqHjhoCugrW2rJAn5c3mQ4bp39CO2q-VCteGDYE7Y', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/48ZVBLyHwf6RTg1Z8euphyECkk8nLgMQRr9g0GeQZyE.jpg?width=108&crop=smart&auto=webp&s=c72722ebfe18850415d6d897244df540fef828c6', 'width': 108}, {'height': 113, 'url': 'h... |
Any model suggestions now I have more RAM? | 1 | I'm presently using the Mistral 7B GGUF model and it's been amazing. Later today I will install some more RAM. I was wondering if anyone could recommend some superior models for roleplay, stories and chat? I am using Oobabooga.
Specs:
CPU: I7 6700
RAM: 64GB DDR 4
GPU: GTX 3060 (12GB)
Current model: [https:... | 2023-12-06T12:59:57 | https://www.reddit.com/r/LocalLLaMA/comments/18c3gc4/any_model_suggestions_now_i_have_more_ram/ | kimberly1818 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c3gc4 | false | null | t3_18c3gc4 | /r/LocalLLaMA/comments/18c3gc4/any_model_suggestions_now_i_have_more_ram/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'CnpiWPuZSoDRuQdIeUumjHH9mNEqTqhGgJlryi09whk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/APbXzkp3a7Jrn4H4dveeSTewEz44sWzSlFURaM-sM0I.jpg?width=108&crop=smart&auto=webp&s=70f1fc0ef48a661d0858148053bbb971bd685112', 'width': 108}, {'height': 116, 'url': 'h... |
Don't we need a leaderboard for visual models? | 11 | Hey,
I'm new to LLMs. My main area of interest is models that understand vision (design applications). Of course we have GPT-4V, there is Llava, Qwen-VL etc.
I'm trying to find some leaderboard for models that are multimodal and that tests visual understanding capabilities. I can't find one, is there any?
I'm pasti... | 2023-12-06T12:52:43 | https://www.reddit.com/r/LocalLLaMA/comments/18c3bj3/dont_we_need_a_leaderboard_for_visual_models/ | rudzienki | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c3bj3 | false | null | t3_18c3bj3 | /r/LocalLLaMA/comments/18c3bj3/dont_we_need_a_leaderboard_for_visual_models/ | false | false | 11 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/izh8gZHY4FqZ1nwtU1N_TjtohUCNuvTyMn90toXda80.jpg?width=108&crop=smart&auto=webp&s=bc9575b410002edc2df3c5b5b0355fefedc7baa8', 'width': 108}, {'height': 126, 'url': 'h... | |
You can run 70b models with different size VRAM GPUs (1x3090 + 2x3080Ti) | 1 | [removed] | 2023-12-06T12:52:28 | https://www.reddit.com/r/LocalLLaMA/comments/18c3bdx/you_can_run_70b_models_with_different_size_vram/ | 034582340985392 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c3bdx | false | null | t3_18c3bdx | /r/LocalLLaMA/comments/18c3bdx/you_can_run_70b_models_with_different_size_vram/ | false | false | 1 | null | |
What is the difference between the base model and the chat/instruct mode? | 2 | I want to use LLama/Mistral for querying from a given context. Which model shall I use?
Llama chat 7b or Llama 7b?
Mistral instruct 7b or Mistral 7b?
​ | 2023-12-06T12:38:54 | https://www.reddit.com/r/LocalLLaMA/comments/18c336i/what_is_the_difference_between_the_base_model_and/ | sm823zw_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c336i | false | null | t3_18c336i | /r/LocalLLaMA/comments/18c336i/what_is_the_difference_between_the_base_model_and/ | false | false | self | 2 | null |
LLama.cpp and python linking together, function calls coming | 1 | [removed] | 2023-12-06T12:35:20 | introsp3ctor | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18c314c | false | null | t3_18c314c | /r/LocalLLaMA/comments/18c314c/llamacpp_and_python_linking_together_function/ | false | false | 1 | {'enabled': True, 'images': [{'id': '0_-Z-8lsiUOQQzeIObXQ_ZFqAgjtKMpzsKckaCg0Dsk', 'resolutions': [{'height': 52, 'url': 'https://preview.redd.it/repal7rq5o4c1.jpg?width=108&crop=smart&auto=webp&s=1854371f5aa8505e99c3c0a44e1ed499478943aa', 'width': 108}, {'height': 104, 'url': 'https://preview.redd.it/repal7rq5o4c1.jpg... | ||
What are you favorite usecases / examples for CFG (classifier free guidance)? | 6 | So llama cpp had a support for CFG for quite some time. I would love to see more real-life examples / applications of this technique, especially in (E)RP and story-writing setting. Please share!
**Quick explanation of CFG (it has two "modes"):**
- Normal: Instead of sampling next token from `P(w_t+1 | w_i<=t)` (regul... | 2023-12-06T12:30:41 | https://www.reddit.com/r/LocalLLaMA/comments/18c2ybk/what_are_you_favorite_usecases_examples_for_cfg/ | WaifusAreBelongToMe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c2ybk | false | null | t3_18c2ybk | /r/LocalLLaMA/comments/18c2ybk/what_are_you_favorite_usecases_examples_for_cfg/ | false | false | self | 6 | null |
Mistral 7B (Q4_K_M) on a Pi 5 (in realtime) | 284 | 2023-12-06T12:23:52 | https://v.redd.it/dhuert7p1o4c1 | MoffKalast | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18c2uch | false | {'reddit_video': {'bitrate_kbps': 1200, 'dash_url': 'https://v.redd.it/dhuert7p1o4c1/DASHPlaylist.mpd?a=1704543839%2CZDBmMzIxMjUwZjRkZTA4MTI5OWFiNDc0NDY1Yjg1ODA5M2QwOTNkMGQ3NzQxM2EwOWI2ZjAwYThlYmVmYWY3Zg%3D%3D&v=1&f=sd', 'duration': 275, 'fallback_url': 'https://v.redd.it/dhuert7p1o4c1/DASH_480.mp4?source=fallback', 'h... | t3_18c2uch | /r/LocalLLaMA/comments/18c2uch/mistral_7b_q4_k_m_on_a_pi_5_in_realtime/ | false | false | 284 | {'enabled': False, 'images': [{'id': 'd2QzaXhvNHAzbzRjMXO0_MGymFuqYt1hrCGe6dKq27bMM1NA2aghOHdCIBs7', 'resolutions': [{'height': 47, 'url': 'https://external-preview.redd.it/d2QzaXhvNHAzbzRjMXO0_MGymFuqYt1hrCGe6dKq27bMM1NA2aghOHdCIBs7.png?width=108&crop=smart&format=pjpg&auto=webp&s=0a3b247372011ae9593e5a603dd7a93e8200a... | ||
Difference between Llama2 and Llama2-chat | 2 | What is the difference between Llama2 and Llama2-chat? | 2023-12-06T12:10:49 | https://www.reddit.com/r/LocalLLaMA/comments/18c2mte/difference_between_llama2_and_llama2chat/ | sm823zw_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c2mte | false | null | t3_18c2mte | /r/LocalLLaMA/comments/18c2mte/difference_between_llama2_and_llama2chat/ | false | false | self | 2 | null |
What is the best NSFW open-sourced LLM? | 151 | There are several options i have now, LLaMA-2-Tiefighter, Pygmalion, and mythomax, is there any other better options?
I’m now considering to use LLama-2-13b-tiefighter but few people told me it sucks, really . | 2023-12-06T11:54:04 | https://www.reddit.com/r/LocalLLaMA/comments/18c2cs4/what_is_the_best_nsfw_opensourced_llm/ | Saihhold_Zhao | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c2cs4 | false | null | t3_18c2cs4 | /r/LocalLLaMA/comments/18c2cs4/what_is_the_best_nsfw_opensourced_llm/ | false | false | nsfw | 151 | null |
Best LLM for analytical writing (e.g.: research, essay, thesis, ecc...) | 2 | Hi everyone! I'm just starting to get interested in LLMs and I found this subreddit.
I'm writing my bachelor thesis and I'm looking for a 13b model for analytical writing. I think I specifically need good reasoning and ability to write long paragraphs, maybe also good context memory.
What do you suggest?
I was th... | 2023-12-06T11:07:02 | https://www.reddit.com/r/LocalLLaMA/comments/18c1n5f/best_llm_for_analytical_writing_eg_research_essay/ | annoyin_leader | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c1n5f | false | null | t3_18c1n5f | /r/LocalLLaMA/comments/18c1n5f/best_llm_for_analytical_writing_eg_research_essay/ | false | false | self | 2 | null |
Can you make an LLM that teaches about LLMs? | 5 | **Disclaimer:** I don't have the skill and knowledge yet to asses anything of substance in this knowledge domain so please forgive my ignorance.
**Post:**
I mean *operational knowledge* that is up to date with current developments, not theoretical basics like what a transformer is or how gradient descent works. Thi... | 2023-12-06T10:50:48 | https://www.reddit.com/r/LocalLLaMA/comments/18c1ert/can_you_make_an_llm_that_teaches_about_llms/ | BlueMetaMind | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c1ert | false | null | t3_18c1ert | /r/LocalLLaMA/comments/18c1ert/can_you_make_an_llm_that_teaches_about_llms/ | false | false | self | 5 | null |
MLX : New Open Source ML Framework from Apple | 1 | Apple just announced the a new ML framework for training and inferencing of ML models including LLMs on Apple silicon.
Here is the GitHub link
https://github.com/ml-explore/mlx
MLX is really interesting because it fully utilizes the unified memory of apple chips discarding with the concept of moving tensors between... | 2023-12-06T10:23:34 | https://www.reddit.com/r/LocalLLaMA/comments/18c11q3/mlx_new_open_source_ml_framework_from_apple/ | johnolafenwa | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c11q3 | false | null | t3_18c11q3 | /r/LocalLLaMA/comments/18c11q3/mlx_new_open_source_ml_framework_from_apple/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'vTPUZkMF3LsVpVSu0jnEqz-vsbs_EIhLtdyo7YOVwII', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/SB9ictPLlOH0iHbxidZVkLscYaoWKauOSDPoD2yz_N4.jpg?width=108&crop=smart&auto=webp&s=24cc309c505a587dab907b937725e24e05bd9e58', 'width': 108}, {'height': 108, 'url': 'h... |
Initialising a tokeniser for GGUF model | 1 | I am trying to initialize a GGUF model using transformers and I have done so with the following code:
>from ctransformers import AutoModelForCausalLM
llm = AutoModelForCausalLM.from\_pretrained(
"TheBloke/Yi-6B-GGUF",
model\_file="yi-6b.Q4\_K\_M.gguf",
>
>model\_type="yi",
gpu\_layers=50
)
 ... | 2023-12-06T09:49:26 | https://www.reddit.com/r/LocalLLaMA/comments/18c0kyy/initialising_a_tokeniser_for_gguf_model/ | No_Organization_2634 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c0kyy | false | null | t3_18c0kyy | /r/LocalLLaMA/comments/18c0kyy/initialising_a_tokeniser_for_gguf_model/ | false | false | self | 1 | null |
How do I use vector embedders with an LLM on text-generation-webui? | 7 | How can I use a vector embedder like [WhereIsAI/UAE-Large-V1](https://huggingface.co/WhereIsAI/UAE-Large-V1) with any local model on Oobabooga's [text-generation-webui](https://github.com/oobabooga/text-generation-webui)?
I'm still a beginner, but my understanding is that token limitations aside, one can significantly... | 2023-12-06T09:29:51 | https://www.reddit.com/r/LocalLLaMA/comments/18c0bnx/how_do_i_use_vector_embedders_with_an_llm_on/ | RokHere | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c0bnx | false | null | t3_18c0bnx | /r/LocalLLaMA/comments/18c0bnx/how_do_i_use_vector_embedders_with_an_llm_on/ | false | false | self | 7 | {'enabled': False, 'images': [{'id': 'i9NL2dD-tUuwsl1FALlOyxefhxafFwuscUX8PLDgm-8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/AqcZD1wCXQfcuJ1Ax5_tKyQx-S1iVrpF0U-WJSB27ZU.jpg?width=108&crop=smart&auto=webp&s=97e2ee99e20f4a02f5a36e3d533c887f89507c00', 'width': 108}, {'height': 116, 'url': 'h... |
Has anyone tried out the ASPEN-Framework for LoRA Fine-Tuning yet and can share their experience? | 1 | I want to train a Code LLaMA on some data, and I am looking for a Framework or Technique to train this on my PC with a 3090 Ti in it.
In my research, I stumbled across the paper "ASPEN: High-Throughput LoRA Fine-Tuning of Large Language Models with a Single GPU" [https://arxiv.org/abs/2312.02515](https://arxiv.org/a... | 2023-12-06T09:27:59 | https://www.reddit.com/r/LocalLLaMA/comments/18c0at3/has_anyone_tried_out_the_aspenframework_for_lora/ | Tr33Bug | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18c0at3 | false | null | t3_18c0at3 | /r/LocalLLaMA/comments/18c0at3/has_anyone_tried_out_the_aspenframework_for_lora/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/izh8gZHY4FqZ1nwtU1N_TjtohUCNuvTyMn90toXda80.jpg?width=108&crop=smart&auto=webp&s=bc9575b410002edc2df3c5b5b0355fefedc7baa8', 'width': 108}, {'height': 126, 'url': 'h... |
Browser Extension + Local LLM + Easy USe | 1 | [removed] | 2023-12-06T09:04:08 | https://www.reddit.com/r/LocalLLaMA/comments/18bzzt5/browser_extension_local_llm_easy_use/ | Efficient_Elk3698 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bzzt5 | false | null | t3_18bzzt5 | /r/LocalLLaMA/comments/18bzzt5/browser_extension_local_llm_easy_use/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'pJ2iLl8yh80qrdyE2db-pvX4WJRflM_K_laP7hgI_Lg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/nLChitB7GbVtv7tucT39dIewHhU_PhD6Pg32myRyfHE.jpg?width=108&crop=smart&auto=webp&s=12ee793dd604c9959c8d302b1200cb83b835f1da', 'width': 108}, {'height': 108, 'url': 'h... |
Give llama permission to run python scripts | 3 | I have been working on a project where I want to leverage the natural language understanding from LLM to get the Llama to run a python script with a if a certain word is found in the prompt, I want the LLM to make a decision based on the obtained response and refine the parameters it’ll pass on to the python script. Ba... | 2023-12-06T07:47:47 | https://www.reddit.com/r/LocalLLaMA/comments/18byz71/give_llama_permission_to_run_python_scripts/ | sinedrinsel | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18byz71 | false | null | t3_18byz71 | /r/LocalLLaMA/comments/18byz71/give_llama_permission_to_run_python_scripts/ | false | false | self | 3 | null |
AssertionError: libcuda.so cannot found!. How do I fix this error in google colab? | 1 | I was trying to run Llama 2 7b 64k model on google colab. | 2023-12-06T07:41:50 | https://www.reddit.com/r/LocalLLaMA/comments/18bywfk/assertionerror_libcudaso_cannot_found_how_do_i/ | Special_Crew_401 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bywfk | false | null | t3_18bywfk | /r/LocalLLaMA/comments/18bywfk/assertionerror_libcudaso_cannot_found_how_do_i/ | false | false | self | 1 | null |
Why are so many models seemingly addicted to the phrase, "couldn't help but?" | 16 | Hi, all,
Weird question, I know. But I've noticed it across hundreds of character cards (SillyTavern, Roleplay and ChatML / Mistral presets) dozens of models (3b to 70b, multiple OSes and backends) and all kinds of settings. Temperature, rep pen, freq pen, min_p, mirostat, sampler order...nothing seems to affect it. I... | 2023-12-06T07:26:44 | https://www.reddit.com/r/LocalLLaMA/comments/18byp3a/why_are_so_many_models_seemingly_addicted_to_the/ | smile_e_face | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18byp3a | false | null | t3_18byp3a | /r/LocalLLaMA/comments/18byp3a/why_are_so_many_models_seemingly_addicted_to_the/ | false | false | self | 16 | null |
Generate always valid function calls and objects in JSON format with this GBNF grammar generator for llama.cpp! | 38 | The following gist contains my code for a grammar generator for valid JSON objects with llama.cpp.
With it you can generate JSON objects with AI that are always valid! For function call or object creation in Python. Includes example functions for a MemGPT like system!
[https://gist.github.com/Maximilian-Winter/53739... | 2023-12-06T07:24:18 | https://www.reddit.com/r/LocalLLaMA/comments/18bynvt/generate_always_valid_function_calls_and_objects/ | FlowerPotTeaTime | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bynvt | false | null | t3_18bynvt | /r/LocalLLaMA/comments/18bynvt/generate_always_valid_function_calls_and_objects/ | false | false | self | 38 | {'enabled': False, 'images': [{'id': 'OAXSl8SY6T3JK9MGQyKxkoYbqZ71HQRYXLeB8CV0NXg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/DaucjXMGsNHM-CtmdilC9-Be6MC8V2z4ykjVCgOkTFc.jpg?width=108&crop=smart&auto=webp&s=9bcab7b79864ff27bf48116cb335a6f825bfb124', 'width': 108}, {'height': 108, 'url': 'h... |
AMD and Intel GPUs? | 3 | Last time I checked (a couple months back) it still wasn't feasible to use either of these unless one was willing to do a lot of troubleshooting. Where do things stand right now? Are more people using AMD and Intel now? | 2023-12-06T07:18:40 | https://www.reddit.com/r/LocalLLaMA/comments/18byl2n/amd_and_intel_gpus/ | noellarkin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18byl2n | false | null | t3_18byl2n | /r/LocalLLaMA/comments/18byl2n/amd_and_intel_gpus/ | false | false | self | 3 | null |
Anyone using an eGPU for LLM? | 1 | I'm only an amateur when it comes to A.I. models and I don't have the budget for a beefy workstation.
One idea was to get a used eGPU, like a RTX 3090 or a 4090 with 24 GB of VRAM and connect it via Thunderbolt.
Would this work? Obviously the thunderbolt connection would be a bottleneck, but not sure of its impact, I... | 2023-12-06T06:06:10 | https://www.reddit.com/r/LocalLLaMA/comments/18bxijn/anyone_using_an_egpu_for_llm/ | Gasperyn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bxijn | false | null | t3_18bxijn | /r/LocalLLaMA/comments/18bxijn/anyone_using_an_egpu_for_llm/ | false | false | self | 1 | null |
Best Text to Python Code LLM | 3 | Hi all,
I am looking for a LLM that can do my task:
I have various circular texts (i.e. medical/law clauses), where I have their corresponding Python code to execute those texts. In other words, I will have clause-code pairs.
I am looking to fine-tune some kind of code-based LLM. Any suggestions what LLM I can use? ... | 2023-12-06T06:03:22 | https://www.reddit.com/r/LocalLLaMA/comments/18bxgvu/best_text_to_python_code_llm/ | plsendfast | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bxgvu | false | null | t3_18bxgvu | /r/LocalLLaMA/comments/18bxgvu/best_text_to_python_code_llm/ | false | false | self | 3 | null |
Survey Reveals Top Benefits of AI in Software Development | 1 | 2023-12-06T05:56:52 | https://dev.to/ananddas/survey-reveals-top-benefits-of-ai-in-software-development-pfe | trulyfurqan | dev.to | 1970-01-01T00:00:00 | 0 | {} | 18bxcqo | false | null | t3_18bxcqo | /r/LocalLLaMA/comments/18bxcqo/survey_reveals_top_benefits_of_ai_in_software/ | false | false | default | 1 | null | |
cybertron models ranked top 20 in the open llm leaderboard -trained on STF, DPO & ¿ UNA ? | 24 | This UNA technique they speak of supposed to be some unique way of aligning transformer layers, that it's not like other methods we know - definitely not layer merging or SLERP/SLURP variants. Anyone got any insights on this? Am curious.
Also:
[smol models FTW! TOP 25 ](https://preview.redd.it/rw1mbxbp0m4c1.png?widt... | 2023-12-06T05:49:57 | https://www.reddit.com/r/LocalLLaMA/comments/18bx8me/cybertron_models_ranked_top_20_in_the_open_llm/ | LyPreto | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bx8me | false | null | t3_18bx8me | /r/LocalLLaMA/comments/18bx8me/cybertron_models_ranked_top_20_in_the_open_llm/ | false | false | 24 | {'enabled': False, 'images': [{'id': 'DQRxqF5sv6oZqbFBBY9-0-cR-RdwF6rhUCXJ_CcTKiM', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/rfIdQV9KDdID2HlVZkt6HZCRKOMCWgZrv08I2ref3K0.jpg?width=108&crop=smart&auto=webp&s=ebb073d2357a241388650778643b45636dc9a770', 'width': 108}, {'height': 116, 'url': 'h... | |
Some people were asking questions about my AI, well here it is some of the answers | 1 | [removed] | 2023-12-06T05:25:16 | https://www.reddit.com/r/LocalLLaMA/comments/18bwu4j/some_people_were_asking_questions_about_my_ai/ | crua9 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bwu4j | false | null | t3_18bwu4j | /r/LocalLLaMA/comments/18bwu4j/some_people_were_asking_questions_about_my_ai/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '1KUD9D-K5CfUUtnl9NfB1RNs4YJUfWXCQllD3TQiNow', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/89Riw6Q0DLXZ0dg8O3o2s1OVlA2vuN1Ftgv7p0_OZXw.jpg?width=108&crop=smart&auto=webp&s=550aa03926a2c78f45f399d696bb1d54565ab594', 'width': 108}, {'height': 162, 'url': 'h... |
Noob question about oobagooba system prompts and context length | 1 | I have been using the OpenAI Assistants playground to write song lyrics, but I find the temperature is set too high and the results are just too generic without giving gpt-4 a lot of example lyrics, so I'm switching over to the open source models, currently using dolphin-2.2.1-mistral-7b and zephyr-7b-beta.
I have a ... | 2023-12-06T05:18:34 | https://www.reddit.com/r/LocalLLaMA/comments/18bwpzo/noob_question_about_oobagooba_system_prompts_and/ | Living_Tone3782 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bwpzo | false | null | t3_18bwpzo | /r/LocalLLaMA/comments/18bwpzo/noob_question_about_oobagooba_system_prompts_and/ | false | false | self | 1 | null |
AIKit: Build and deploy open-source LLMs | 7 | Hi folks, I build an OSS project called AIKit, which uses LocalAI under the hood, that makes building and deploying open LLMs easier. I would love to get any thoughts and feedback!
[sozercan/aikit: 🏗️ AI + BuildKit = AIKit: Build and deploy large language models easily (github.com)](https://github.com/sozercan/aikit... | 2023-12-06T05:15:06 | https://www.reddit.com/r/LocalLLaMA/comments/18bwnt2/aikit_build_and_deploy_opensource_llms/ | sozercan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bwnt2 | false | null | t3_18bwnt2 | /r/LocalLLaMA/comments/18bwnt2/aikit_build_and_deploy_opensource_llms/ | false | false | self | 7 | {'enabled': False, 'images': [{'id': '1XHxsCmdjgxRyDWOMbY1IcDSWKYWJJph7fE_znFN2DQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/_Bby6FW3LamA2vlLxQAaM6Lf63WZFKKD72V42ptmdEY.jpg?width=108&crop=smart&auto=webp&s=c4e1d441f4b484a6bbc47baabd6e5d21292457f2', 'width': 108}, {'height': 108, 'url': 'h... |
Can setting rope scaling inverse from a 16k context to 8k or 4k increase attention in a model? Can people running lower memory get a benefit to their drawback? | 9 | I was thinking about how to set this up and if anyone tried it already?
​ | 2023-12-06T05:05:21 | https://www.reddit.com/r/LocalLLaMA/comments/18bwhqc/can_setting_rope_scaling_inverse_from_a_16k/ | aseichter2007 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bwhqc | false | null | t3_18bwhqc | /r/LocalLLaMA/comments/18bwhqc/can_setting_rope_scaling_inverse_from_a_16k/ | false | false | self | 9 | null |
Apple Releases 'MLX' - ML Framework for Apple Silicon | 217 | Apple's ML Team has just released 'MLX' on GitHub. Their ML framework for Apple Silicon.
[https://github.com/ml-explore/mlx](https://github.com/ml-explore/mlx)
A realistic alternative to CUDA? MPS is already incredibly efficient... this could make it interesting if we see adoption. | 2023-12-06T04:58:34 | https://www.reddit.com/r/LocalLLaMA/comments/18bwd1y/apple_releases_mlx_ml_framework_for_apple_silicon/ | LoadingALIAS | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bwd1y | false | null | t3_18bwd1y | /r/LocalLLaMA/comments/18bwd1y/apple_releases_mlx_ml_framework_for_apple_silicon/ | false | false | self | 217 | {'enabled': False, 'images': [{'id': 'vTPUZkMF3LsVpVSu0jnEqz-vsbs_EIhLtdyo7YOVwII', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/SB9ictPLlOH0iHbxidZVkLscYaoWKauOSDPoD2yz_N4.jpg?width=108&crop=smart&auto=webp&s=24cc309c505a587dab907b937725e24e05bd9e58', 'width': 108}, {'height': 108, 'url': 'h... |
Extracting row data using multimodal llm’s | 1 | Does anyone know how to do whats written in the title? Just tried to do it via my chatgpt subscription, but it keeps writing code trying to extract the row data using tesseract and failing. Should i prompt engineer better? Are there better models for this specific task? Help and thanks in advance! | 2023-12-06T04:36:19 | https://www.reddit.com/r/LocalLLaMA/comments/18bvyod/extracting_row_data_using_multimodal_llms/ | Fluffy-Ad3495 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bvyod | false | null | t3_18bvyod | /r/LocalLLaMA/comments/18bvyod/extracting_row_data_using_multimodal_llms/ | false | false | self | 1 | null |
Is there a Llama 2 13b 32k context model? | 4 | I came across Llama 2 7b 32k. Was wondering if there is a 13 b model aswell. | 2023-12-06T04:18:42 | https://www.reddit.com/r/LocalLLaMA/comments/18bvn2o/is_there_a_llama_2_13b_32k_context_model/ | Conscious-Mixture-69 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bvn2o | false | null | t3_18bvn2o | /r/LocalLLaMA/comments/18bvn2o/is_there_a_llama_2_13b_32k_context_model/ | false | false | self | 4 | null |
Config-based development for LLMs | 4 | My team recently launched our first open-source project AIConfig, a JSON serializable format to store your prompts, model parameters, and settings. This allows you to iterate on the AI parts of your application separately from your code while still managing prompts and such in source control.
One of the biggest value... | 2023-12-06T03:59:21 | https://www.reddit.com/r/LocalLLaMA/comments/18bva6k/configbased_development_for_llms/ | InevitableSky2801 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bva6k | false | null | t3_18bva6k | /r/LocalLLaMA/comments/18bva6k/configbased_development_for_llms/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'a_-YwQyADKTKtpd5Tn-dYDt01-jHMtu1fqXvbmFqDVI', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/_2WjbL0HyIo8SyXC2R-AUNrjYh5zz7Vu2Y1bojUvDM4.jpg?width=108&crop=smart&auto=webp&s=9f8e0a3497b5f6a74f11bd6acff749357612b812', 'width': 108}, {'height': 112, 'url': 'h... |
General questions about HW req and models | 1 | I was thinking of some new venture to learn about within IT, and I figured getting an Azure cert (also for job searching reasons) and learn a bit about cloud computing would be nice, and deploy some 70B model to try it out could be fun.
But then I noticed a post about someone running a 70B model on 12GB VRAM and 64GB ... | 2023-12-06T03:54:54 | https://www.reddit.com/r/LocalLLaMA/comments/18bv74w/general_questions_about_hw_req_and_models/ | Haunting_Rain2345 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bv74w | false | null | t3_18bv74w | /r/LocalLLaMA/comments/18bv74w/general_questions_about_hw_req_and_models/ | false | false | self | 1 | null |
1,200 tokens per second for Llama 2 7B on H100! | 70 |
[https://huggingface.co/blog/optimum-nvidia](https://huggingface.co/blog/optimum-nvidia)
Large Language Models (LLMs) have revolutionized natural language processing and are increasingly deployed to solve complex problems at scale. Achieving optimal performance with these models is notoriously challenging due to t... | 2023-12-06T03:50:11 | https://www.reddit.com/r/LocalLLaMA/comments/18bv3zk/1200_tokens_per_second_for_llama_2_7b_on_h100/ | metalman123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bv3zk | false | null | t3_18bv3zk | /r/LocalLLaMA/comments/18bv3zk/1200_tokens_per_second_for_llama_2_7b_on_h100/ | false | false | 70 | null | |
AI Prompt enhancement with custom fine-tuned LLM and a new custom node for image generation with stable diffusion. | 10 | 2023-12-06T03:28:53 | https://civitai.com/articles/3267/ai-prompt-enhancement-with-local-hosted-llm-and-a-new-custom-node | ElectroFried | civitai.com | 1970-01-01T00:00:00 | 0 | {} | 18bupdg | false | null | t3_18bupdg | /r/LocalLLaMA/comments/18bupdg/ai_prompt_enhancement_with_custom_finetuned_llm/ | false | false | 10 | {'enabled': False, 'images': [{'id': 'r5VrrtHU6swGyji4e2j69rcCDwj0iza0IynwyZ5MHjA', 'resolutions': [{'height': 61, 'url': 'https://external-preview.redd.it/-H0p3DpSlZenkVbqaJZ7lf2a7bOqAAoQLPOpkkTwZUU.jpg?width=108&crop=smart&auto=webp&s=4400a2c1623c3e9ce0eb735daf7ad2621fb691a3', 'width': 108}, {'height': 123, 'url': 'h... | ||
Tree of Attacks: Jailbreaking Black-Box LLMs Automatically | 7 | Came upon this article: https://arxiv.org/abs/2312.02119
Thoughts? | 2023-12-06T02:52:24 | https://www.reddit.com/r/LocalLLaMA/comments/18btzh5/tree_of_attacks_jailbreaking_blackbox_llms/ | OrtaMatt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18btzh5 | false | null | t3_18btzh5 | /r/LocalLLaMA/comments/18btzh5/tree_of_attacks_jailbreaking_blackbox_llms/ | false | false | self | 7 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/izh8gZHY4FqZ1nwtU1N_TjtohUCNuvTyMn90toXda80.jpg?width=108&crop=smart&auto=webp&s=bc9575b410002edc2df3c5b5b0355fefedc7baa8', 'width': 108}, {'height': 126, 'url': 'h... |
Web Browsing with an LLM | 2 | Has anyone used LLMs to browse the web and search for certain data? I've been getting into it more and the context length has been an issue. Of course, you can get the innerText of the web page alone, but that also has its issues. Hidden elements that have text or invisible things get in the way. Have you tried web bro... | 2023-12-06T02:39:57 | https://www.reddit.com/r/LocalLLaMA/comments/18btqil/web_browsing_with_an_llm/ | MrBeforeMyTime | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18btqil | false | null | t3_18btqil | /r/LocalLLaMA/comments/18btqil/web_browsing_with_an_llm/ | false | false | self | 2 | null |
How to run base models w. finetuned adapters in LlamaIndex or Langchain? | 4 | Hi,
Does anyone have any example of how to get your base models + LoRA adapters running in a RAG pipeline using the LlamaIndex or Langchain framework? I have my bge-large-en-v1.5 and Zephyr-7b-beta models as my base and I did a LoRA finetune them on my dataset. I want to try to use the [RAG Fusion retriever](https://d... | 2023-12-06T02:12:43 | https://www.reddit.com/r/LocalLLaMA/comments/18bt7df/how_to_run_base_models_w_finetuned_adapters_in/ | salah_ahdin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bt7df | false | null | t3_18bt7df | /r/LocalLLaMA/comments/18bt7df/how_to_run_base_models_w_finetuned_adapters_in/ | false | false | self | 4 | null |
Minimum acceptable tokens per second poll | 1 |
[View Poll](https://www.reddit.com/poll/18bswdy) | 2023-12-06T01:57:23 | https://www.reddit.com/r/LocalLLaMA/comments/18bswdy/minimum_acceptable_tokens_per_second_poll/ | 128username | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bswdy | false | null | t3_18bswdy | /r/LocalLLaMA/comments/18bswdy/minimum_acceptable_tokens_per_second_poll/ | false | false | self | 1 | null |
What will Nvidia's market share of model training compute be on 1 Jan 2030? | 1 | Nvidia's position in the computer chip race has been meteoric since it introduced CUDA in 2007. Their capabilities are now so respected that the US Department of Commerce restricted exports of their top-of-the-line GPUs to China in October to preserve the US' short-term technological advantage. However, processor marke... | 2023-12-06T01:22:47 | https://www.reddit.com/r/LocalLLaMA/comments/18bs7su/what_will_nvidias_market_share_of_model_training/ | kyjk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bs7su | false | null | t3_18bs7su | /r/LocalLLaMA/comments/18bs7su/what_will_nvidias_market_share_of_model_training/ | false | false | self | 1 | null |
Pluto: Generate Synthetic Datasets for LLM Fine-Tuning 🌌 | 1 | [removed] | 2023-12-06T00:20:38 | https://www.reddit.com/r/LocalLLaMA/comments/18bqy11/pluto_generate_synthetic_datasets_for_llm/ | jger227 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bqy11 | false | null | t3_18bqy11 | /r/LocalLLaMA/comments/18bqy11/pluto_generate_synthetic_datasets_for_llm/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'pTKqHjhoCugrW2rJAn5c3mQ4bp39CO2q-VCteGDYE7Y', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/48ZVBLyHwf6RTg1Z8euphyECkk8nLgMQRr9g0GeQZyE.jpg?width=108&crop=smart&auto=webp&s=c72722ebfe18850415d6d897244df540fef828c6', 'width': 108}, {'height': 113, 'url': 'h... |
Thoughts on DL build? | 3 | Hi folks,
I'm planning to build a workstation for DL/local LLM experiments. I already have obtained 2 used 3090s, so have centered the build around that. Here's a breakdown of parts ([https://pcpartpicker.com/list/qzGddH](https://pcpartpicker.com/list/qzGddH)):
**CPU**: AMD Ryzen 9 5900X 3.7 GHz 12-Core Processor
*... | 2023-12-06T00:12:10 | https://www.reddit.com/r/LocalLLaMA/comments/18bqrhl/thoughts_on_dl_build/ | sygn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bqrhl | false | null | t3_18bqrhl | /r/LocalLLaMA/comments/18bqrhl/thoughts_on_dl_build/ | false | false | self | 3 | null |
Using DeepSeek Coder 33b gguf with text-gen-webui: use Compress! | 35 | I had been struggling greatly getting Deepseek coder 33b to work with Oobabooga; like many others, I was getting the issue where it produced a single character like ":" endlessly. I tried every preset, instruction template, etc I could find. Google results seemed to basically have a bunch of people saying it doesn't wo... | 2023-12-06T00:09:29 | https://www.reddit.com/r/LocalLLaMA/comments/18bqphh/using_deepseek_coder_33b_gguf_with_textgenwebui/ | SomeOddCodeGuy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bqphh | false | null | t3_18bqphh | /r/LocalLLaMA/comments/18bqphh/using_deepseek_coder_33b_gguf_with_textgenwebui/ | false | false | self | 35 | null |
Asking ChatGPT To Repeat Words 'Forever' Is Now a Terms of Service Violation | 1 | 2023-12-06T00:08:20 | https://it.slashdot.org/story/23/12/04/171259/asking-chatgpt-to-repeat-words-forever-is-now-a-terms-of-service-violation | TheTwelveYearOld | it.slashdot.org | 1970-01-01T00:00:00 | 0 | {} | 18bqonk | false | null | t3_18bqonk | /r/LocalLLaMA/comments/18bqonk/asking_chatgpt_to_repeat_words_forever_is_now_a/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'hil_tMNOLt9yEv7PpbqA4DDr8WAL7xTJ2MH4RtRRmYA', 'resolutions': [], 'source': {'height': 64, 'url': 'https://external-preview.redd.it/eEy39nXy3ZiPsZo42REeDK10g0wRPYEUZWkgcIDoZ0Y.jpg?auto=webp&s=62cc8d272af6d8f03439ad32c1e3830ed26d1933', 'width': 64}, 'variants': {}}]} | ||
I built a simple web app that better organizes TheBloke's LLMs | 1 | 2023-12-05T23:58:13 | https://betterbloke.andrewxia.com | AndrewXia | betterbloke.andrewxia.com | 1970-01-01T00:00:00 | 0 | {} | 18bqghc | false | null | t3_18bqghc | /r/LocalLLaMA/comments/18bqghc/i_built_a_simple_web_app_that_better_organizes/ | false | false | default | 1 | null | |
AI Noob In Need Of Guidance | 1 | [removed] | 2023-12-05T23:37:14 | https://www.reddit.com/r/LocalLLaMA/comments/18bpzhr/ai_noob_in_need_of_guidance/ | WG_BS | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bpzhr | false | null | t3_18bpzhr | /r/LocalLLaMA/comments/18bpzhr/ai_noob_in_need_of_guidance/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'pHrgLZTOb5kNWZ3OwUj89KzP02AXCJ7vvgXjXs8ln_0', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/7QQYqd-Ef6uabZ8a-Omry68uIvdTkLc8Q9UUDU_4ddQ.jpg?width=108&crop=smart&auto=webp&s=957956a74df121329a2ef533cb6ce5b39870ef9b', 'width': 108}, {'height': 113, 'url': 'h... |
Open-source LLMs with Image Interpretation | 2 | I am looking for an open source LLM that is able to perform image interpretation. Specifically, I want to extract specific components of an image containing multiple graphs with a table under each graph. I want the LLM to be able to extract the text in the table. I know there are other ways of accomplishing this withou... | 2023-12-05T23:31:41 | https://www.reddit.com/r/LocalLLaMA/comments/18bpuqs/opensource_llms_with_image_interpretation/ | SpaceNaught26 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bpuqs | false | null | t3_18bpuqs | /r/LocalLLaMA/comments/18bpuqs/opensource_llms_with_image_interpretation/ | false | false | self | 2 | null |
AI Code assistant for about 50-70 users | 9 | Hey guys,
I'm looking for the right model and platform to run an AI Code assistant for about 50-70 users. I have a machine with 2 NVIDIA Quadro P4000 and 128GB RAM.
I found a co-pilot alternative named "TabbyML" which worked fine for me with StarCoder-1B model but I don't know how would it go on a larger scale.
I... | 2023-12-05T22:30:16 | https://www.reddit.com/r/LocalLLaMA/comments/18bodle/ai_code_assistant_for_about_5070_users/ | Fr4y3R | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bodle | false | null | t3_18bodle | /r/LocalLLaMA/comments/18bodle/ai_code_assistant_for_about_5070_users/ | false | false | self | 9 | null |
llama-journey: a llama.cpp adventure game using structured outputs | 79 | Hey folks, over the past couple months I built a little experimental adventure game on llama.cpp. It explores using structured output to generate scenes, items, characters, and dialogue. It's rough and unfinished, but I thought it was worth sharing and folks may find the techniques interesting.
It uses grammar samplin... | 2023-12-05T22:11:43 | https://www.reddit.com/r/LocalLLaMA/comments/18bnxum/llamajourney_a_llamacpp_adventure_game_using/ | forceofhabit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bnxum | false | null | t3_18bnxum | /r/LocalLLaMA/comments/18bnxum/llamajourney_a_llamacpp_adventure_game_using/ | false | false | self | 79 | {'enabled': False, 'images': [{'id': 'rPlAGPYoOp6X03ErDYZolns9sAPbP2kr0XV5CMEox-M', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/2LgFIvwElWRgcUGTwpKfI2_W__sxnaXda2FUwQBugsE.jpg?width=108&crop=smart&auto=webp&s=df3faaa8fa2bcecdfb19bc3f5005897abdf6d301', 'width': 108}, {'height': 108, 'url': 'h... |
Finetuning Zephyr 7B with autotrain advanced, what is the dataset format? | 3 | I have a bunch of my old gmail chats. I'm creating a simple agent who will talk like myself. The chats are like this:
Alice: hey what are you doing for lunch?
Me: going to get a burrito
What is the format that Zephyr expects finetuning data to be? Or should I format it in a way that autotrain advanced understands? An... | 2023-12-05T22:08:44 | https://www.reddit.com/r/LocalLLaMA/comments/18bnvdw/finetuning_zephyr_7b_with_autotrain_advanced_what/ | blackstonewine | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bnvdw | false | null | t3_18bnvdw | /r/LocalLLaMA/comments/18bnvdw/finetuning_zephyr_7b_with_autotrain_advanced_what/ | false | false | self | 3 | null |
How/what GPU to speed up Llama-2 13B? | 1 | I've installed llama-2 13B on my local machine. While it performs reasonably with simple prompts, like 'tell me a joke', when I give it a complicated prompt with some knowledge base it takes between 10-15 minutes to process a related question. What options/GPUs do I have to speed this up? | 2023-12-05T21:26:47 | https://www.reddit.com/r/LocalLLaMA/comments/18bmuwl/howwhat_gpu_to_speed_up_llama2_13b/ | keyboardwarrriorr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bmuwl | false | null | t3_18bmuwl | /r/LocalLLaMA/comments/18bmuwl/howwhat_gpu_to_speed_up_llama2_13b/ | false | false | self | 1 | null |
Nexusflow/NexusRaven-V2-13B · Hugging Face | 20 | 2023-12-05T21:19:08 | https://huggingface.co/Nexusflow/NexusRaven-V2-13B | ninjasaid13 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 18bmo5w | false | null | t3_18bmo5w | /r/LocalLLaMA/comments/18bmo5w/nexusflownexusravenv213b_hugging_face/ | false | false | 20 | {'enabled': False, 'images': [{'id': 'I55NllbZn2-uNdOhQjTLRxhuXzvrTrDSXVP6pDY7eCY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/mHLhILpAyMMXs-37wMYt8qUz0qvy90RyMrX9ixIPHF4.jpg?width=108&crop=smart&auto=webp&s=d1663745b2732cd25db7c017da90ccca69d69f0c', 'width': 108}, {'height': 116, 'url': 'h... | ||
Best base model 1B or 7B for full finetuning | 4 | What are the best base model in the 1B-7B range for a full finetuning on a QA specific domain? | 2023-12-05T21:15:59 | https://www.reddit.com/r/LocalLLaMA/comments/18bmlef/best_base_model_1b_or_7b_for_full_finetuning/ | _ragnet_7 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bmlef | false | null | t3_18bmlef | /r/LocalLLaMA/comments/18bmlef/best_base_model_1b_or_7b_for_full_finetuning/ | false | false | self | 4 | null |
Months with 31 days in a year questions trip many models | 1 | Most 7 and 13b models I tried (llama, mistral, openhermes - a lot of them) seem to have a hard time answering what feels like a simple question:
**How many months have 31 days in a year?**
And usually the answers are so wrong. Here is a sample. Some of these are comical.
\* Hello! I'd be happy to help you with that ... | 2023-12-05T20:55:42 | https://www.reddit.com/r/LocalLLaMA/comments/18bm3u1/months_with_31_days_in_a_year_questions_trip_many/ | gamesntech | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bm3u1 | false | null | t3_18bm3u1 | /r/LocalLLaMA/comments/18bm3u1/months_with_31_days_in_a_year_questions_trip_many/ | false | false | self | 1 | null |
I want some help in a PC build $1260-1600 to run 70b models | 4 | I'm trying to build a PC that can run 70b models acceptably
​
The options I have currently selected are:
​
Ryzen 5 5600
​
ASUS TUF GAMING B450-PLUS II
​
RAM 32GB 3200Mhz DDR4
​
Single RTX 3090 EVGA FTW3
​
​
I've heard it's difficult, but is it really possibl... | 2023-12-05T20:52:38 | https://www.reddit.com/r/LocalLLaMA/comments/18bm16k/i_want_some_help_in_a_pc_build_12601600_to_run/ | Top-Weekend-357 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bm16k | false | null | t3_18bm16k | /r/LocalLLaMA/comments/18bm16k/i_want_some_help_in_a_pc_build_12601600_to_run/ | false | false | self | 4 | null |
Help me to buy a 2x 4090 NVLink PC. | 4 | I need to specify a PC configuration for my company that can efficiently run local models. Would using two RTX 4090 GPUs connected via NVLink enhance the performance for running large-scale models? I aim to run models of sizes 7 billion, 13 billion, and 70 billion parameters. I would appreciate your insights on this m... | 2023-12-05T20:15:37 | https://www.reddit.com/r/LocalLLaMA/comments/18bl5oh/help_me_to_buy_a_2x_4090_nvlink_pc/ | Tiny_Yellow_7869 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bl5oh | false | null | t3_18bl5oh | /r/LocalLLaMA/comments/18bl5oh/help_me_to_buy_a_2x_4090_nvlink_pc/ | false | false | self | 4 | null |
Can we discuss MLOps, Deployment, Optimizations, and Speed? | 8 | The field is moving so fast, and maybe it's helpful to do a community sync up of knowledge.
Please share your wisdom too!
So, you have a model you want to run. How do you run it **best**, wrt local deployment, cloud deployment, inference, training, tok/s, hardware utilization, etc.
This is especially relevant to me... | 2023-12-05T20:06:53 | https://www.reddit.com/r/LocalLLaMA/comments/18bky8a/can_we_discuss_mlops_deployment_optimizations_and/ | BayesMind | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bky8a | false | null | t3_18bky8a | /r/LocalLLaMA/comments/18bky8a/can_we_discuss_mlops_deployment_optimizations_and/ | false | false | self | 8 | {'enabled': False, 'images': [{'id': 'RHfEiN_NGDg9MPmoNctPfRPvl7PnP18kn2-2Nm86q7k', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/5SdRSdYpsLaHvWuQShJUDrrgT1g6AsgG1TQLKIVDjpA.jpg?width=108&crop=smart&auto=webp&s=6c7b9ecd9c540d91af97e3722d0ac815ceb7eab4', 'width': 108}, {'height': 108, 'url': 'h... |
What are the best 50M parameter LLMs? | 9 | Just something my laptop's GPU should handle so I can mess with it.
(50 Million) | 2023-12-05T20:00:25 | https://www.reddit.com/r/LocalLLaMA/comments/18bksik/what_are_the_best_50m_parameter_llms/ | Icy-Summer-3573 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bksik | false | null | t3_18bksik | /r/LocalLLaMA/comments/18bksik/what_are_the_best_50m_parameter_llms/ | false | false | self | 9 | null |
FYI : .ing domains are available today. Some interesting combination like tun.ing can be found. | 3 | 2023-12-05T19:18:26 | phoneixAdi | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18bjsje | false | null | t3_18bjsje | /r/LocalLLaMA/comments/18bjsje/fyi_ing_domains_are_available_today_some/ | false | false | 3 | {'enabled': True, 'images': [{'id': 'isAx-KVBUtmAfaHPbn4hqXNpWPR4jze5GfrB4JFJYF0', 'resolutions': [{'height': 42, 'url': 'https://preview.redd.it/is2joxlm0j4c1.png?width=108&crop=smart&auto=webp&s=522492aacc2190a2f2835629ba689314219765ae', 'width': 108}, {'height': 84, 'url': 'https://preview.redd.it/is2joxlm0j4c1.png?... | |||
Refusals by LLMs | 11 | tl;dr: Post your refusals by local LLMs.
ChatGPT's "As an AI language model…" are famous. Local LLMs tend to be better in that regard. However, it's possible to still encounter refusals from time to time and prompts that the model will refrain from answering to unless the user engages in some jailbreaking.
When discu... | 2023-12-05T19:12:03 | https://www.reddit.com/r/LocalLLaMA/comments/18bjn8i/refusals_by_llms/ | Aspie96 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bjn8i | false | null | t3_18bjn8i | /r/LocalLLaMA/comments/18bjn8i/refusals_by_llms/ | false | false | self | 11 | null |
Let’s Collaborate to Build a High-Quality, Open-Source Dataset for LLMs! | 48 | Hey fellow LLM enthusiasts! I've been pondering over an idea and wanted to discuss it with all of you. What if we join forces and create a single, comprehensive dataset for training LLMs in various fields?
​
Imagine this: if each one of us contributes by creating and uploading one dataset every day to a centr... | 2023-12-05T18:27:58 | https://www.reddit.com/r/LocalLLaMA/comments/18bimxa/lets_collaborate_to_build_a_highquality/ | Iory1998 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bimxa | false | null | t3_18bimxa | /r/LocalLLaMA/comments/18bimxa/lets_collaborate_to_build_a_highquality/ | false | false | self | 48 | null |
Resources to install server GPU into Desktops | 3 | Does anyone have any resources to help install a server GPU (i.e. P40, A100, etc) into a normal consumer desktop? I am looking for mainly a video and some examples for it being setup, I have seen some people on this subreddit claim to have P40s installed. | 2023-12-05T17:58:40 | https://www.reddit.com/r/LocalLLaMA/comments/18bhxsh/resources_to_install_server_gpu_into_desktops/ | Danny_Davitoe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bhxsh | false | null | t3_18bhxsh | /r/LocalLLaMA/comments/18bhxsh/resources_to_install_server_gpu_into_desktops/ | false | false | self | 3 | null |
AL/ML Model Building - ADVICE REQUESTED | 1 | [removed] | 2023-12-05T17:39:30 | https://www.reddit.com/r/LocalLLaMA/comments/18bhi3v/alml_model_building_advice_requested/ | StreamConst | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bhi3v | false | null | t3_18bhi3v | /r/LocalLLaMA/comments/18bhi3v/alml_model_building_advice_requested/ | false | false | self | 1 | null |
Chrome extension to make Github LLM benchmark tables sortable | 1 | I made this extension for personal use, but it might be useful for you guys as well.
https://github.com/polywock/Sortable-Tables-for-Github | 2023-12-05T17:37:12 | https://www.reddit.com/r/LocalLLaMA/comments/18bhg8h/chrome_extension_to_make_github_llm_benchmark/ | polywock | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bhg8h | false | null | t3_18bhg8h | /r/LocalLLaMA/comments/18bhg8h/chrome_extension_to_make_github_llm_benchmark/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'ebqIyz_B3cHxrD3KtzNw1zsAyLXCaR3xX9Rjn5-l40Q', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/MIU5JUO8oSTxWeRoHi8MulXwabkOKyQVhufZPz7uU6U.jpg?width=108&crop=smart&auto=webp&s=82b4b7830c8f44a0cd9901cc821d40f3d6742c82', 'width': 108}, {'height': 108, 'url': 'h... |
A way to run Llama2 on Windows ! | 6 | [https://community.amd.com/t5/ai/how-to-running-optimized-llama2-with-microsoft-directml-on-amd/ba-p/645190](https://community.amd.com/t5/ai/how-to-running-optimized-llama2-with-microsoft-directml-on-amd/ba-p/645190)
Looks like AMD has done it ! Those with Radeon Graphics card can runn Llama2 on Windows. If you have o... | 2023-12-05T17:26:43 | https://www.reddit.com/r/LocalLLaMA/comments/18bh7iu/a_way_to_run_llama2_on_windows/ | ramzeez88 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bh7iu | false | null | t3_18bh7iu | /r/LocalLLaMA/comments/18bh7iu/a_way_to_run_llama2_on_windows/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'Z8lH27MmAVPIU9TlwsJrXci_vE-sjMgh6jFimT17GZQ', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/Pnqe3Fyuw6MQ3Q7wCqyxGTUFLgDWro3lNQAUmfUUjyA.jpg?width=108&crop=smart&auto=webp&s=6afdb018337dded0f2bbbadb9ce2f3c00d79bb25', 'width': 108}, {'height': 121, 'url': 'h... |
I've created chatbot mobile app, and want to open source it. Help. | 44 | Hey,
I've created a mobile application half a year ago, pushed it to free beta testing, and now it's been running there without much updates. I'm too busy to scale and monetize it, so I'd like to open source it instead of let it die.
One idea is to open up a web interface, where users could configure their own LLM an... | 2023-12-05T17:14:34 | https://www.reddit.com/r/LocalLLaMA/comments/18bgxck/ive_created_chatbot_mobile_app_and_want_to_open/ | Spiritual-Reply5896 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bgxck | true | null | t3_18bgxck | /r/LocalLLaMA/comments/18bgxck/ive_created_chatbot_mobile_app_and_want_to_open/ | false | false | self | 44 | null |
Terminal-LLM: Now with Transformers support for non-quant models. | 5 | **Hello guys,**
My journey to create a terminal based LLM system that can be used by tech-illiterate continues.
I've added support for native models by using transformers loader.
You can check **terminal-llm** at [https://github.com/raddka/terminal-llm](https://github.com/raddka/terminal-llm).
Initial post at [... | 2023-12-05T17:10:21 | https://www.reddit.com/r/LocalLLaMA/comments/18bgu1r/terminalllm_now_with_transformers_support_for/ | raddka | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bgu1r | false | null | t3_18bgu1r | /r/LocalLLaMA/comments/18bgu1r/terminalllm_now_with_transformers_support_for/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'Fpj3-cFAOY4h-qoQDYP3COF0UxMBxLDw1jwfU6HPaUQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/VOgUDKoq8GLqCZovQxT-5dRt06foNYWcaylbbkx8zdU.jpg?width=108&crop=smart&auto=webp&s=0d53dbf10491189c5ffa6326005137545ac5666b', 'width': 108}, {'height': 108, 'url': 'h... |
OpenAI vs OpenSource, choose your ideologies carefully! | 63 | OpenAI vs OpenSource, moments ago @sama spoke against Open Source Models!
Comments are bending towards the sentiment, but I see no harm of what he’s saying,
Narratives can be made, these LLM are being checked for Benchmarks only, they’re not innately checked for Political Biases!
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Chaina Launching Models and are p... | 2023-12-05T16:53:13 | https://v.redd.it/let6xw9oai4c1 | Right_Link7302 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18bgfqf | false | {'reddit_video': {'bitrate_kbps': 800, 'dash_url': 'https://v.redd.it/let6xw9oai4c1/DASHPlaylist.mpd?a=1704387209%2CYWM0OGU3YzcwZGY0MGI4ZWZlMzc0OTQ1YjBiMjE4MmZhYWRmODI4ZjM5ZjhkM2ZkNDFmZjBjMzAxMzM2ZGNiYQ%3D%3D&v=1&f=sd', 'duration': 20, 'fallback_url': 'https://v.redd.it/let6xw9oai4c1/DASH_360.mp4?source=fallback', 'has... | t3_18bgfqf | /r/LocalLLaMA/comments/18bgfqf/openai_vs_opensource_choose_your_ideologies/ | false | false | 63 | {'enabled': False, 'images': [{'id': 'N3ViMTRseG5haTRjMVKZ1qQ0tEoa6vEyvq_qH9EENbKQXCBGVPzhSjKgMUwg', 'resolutions': [{'height': 57, 'url': 'https://external-preview.redd.it/N3ViMTRseG5haTRjMVKZ1qQ0tEoa6vEyvq_qH9EENbKQXCBGVPzhSjKgMUwg.png?width=108&crop=smart&format=pjpg&auto=webp&s=269cfad51e7393fc7d086d054b21fc89dd937... | |
Self train a super tiny model recommendations | 11 | Hello! Does anyone have a recommendation for how to train a super tiny llm from scratch as an educational process using good practices? I saw a post 5 months ago on here but I was wondering if anyone has any newer recommendations. I don't expect it to be great but I'd love to see how it performs in a very narrow space... | 2023-12-05T16:48:31 | https://www.reddit.com/r/LocalLLaMA/comments/18bgbt9/self_train_a_super_tiny_model_recommendations/ | queenadeliza | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bgbt9 | false | null | t3_18bgbt9 | /r/LocalLLaMA/comments/18bgbt9/self_train_a_super_tiny_model_recommendations/ | false | false | self | 11 | null |
Do you have any project ideas to start with LLAMA | 1 | Hello, I am a senior web developer. But I would like to start in the world of AI with LLAMA. Do you have any project ideas to start with LLAMA? What are the hardware tools that I need to buy to start? | 2023-12-05T16:41:55 | https://www.reddit.com/r/LocalLLaMA/comments/18bg6cy/do_you_have_any_project_ideas_to_start_with_llama/ | BambaEverywhere | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bg6cy | false | null | t3_18bg6cy | /r/LocalLLaMA/comments/18bg6cy/do_you_have_any_project_ideas_to_start_with_llama/ | false | false | self | 1 | null |
What open source LLMs are available if your task is complex (7b models won't cut it) and requires higher context (say, 40k tokens approx). | 2 | I came across Yi-34 b 200k. But it's a base model and not fine tuned. Any other medium sized LLM with large context window? | 2023-12-05T16:32:49 | https://www.reddit.com/r/LocalLLaMA/comments/18bfywd/what_open_source_llms_are_available_if_your_task/ | Conscious-Mixture-69 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bfywd | false | null | t3_18bfywd | /r/LocalLLaMA/comments/18bfywd/what_open_source_llms_are_available_if_your_task/ | false | false | self | 2 | null |
Pluto: An open source library to generate synthetic datasets for LLM fine-tuning 🌌 | 11 | [removed] | 2023-12-05T16:32:37 | https://www.reddit.com/r/LocalLLaMA/comments/18bfyq2/pluto_an_open_source_library_to_generate/ | pip-install-torch | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bfyq2 | false | null | t3_18bfyq2 | /r/LocalLLaMA/comments/18bfyq2/pluto_an_open_source_library_to_generate/ | false | false | self | 11 | {'enabled': False, 'images': [{'id': 'pTKqHjhoCugrW2rJAn5c3mQ4bp39CO2q-VCteGDYE7Y', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/48ZVBLyHwf6RTg1Z8euphyECkk8nLgMQRr9g0GeQZyE.jpg?width=108&crop=smart&auto=webp&s=c72722ebfe18850415d6d897244df540fef828c6', 'width': 108}, {'height': 113, 'url': 'h... |
Overclocking to get 10~15% inference performance | 18 | Just searched this community and didn't see anyone hinting at this, basically saying that LLM is a memory heavy job and boosting memory frequency boosts performance
Forgive me for repeating the thread if you all know this, but I ran it at the default frequency for a long time ......
​
Test on 2x3090 with 70B ... | 2023-12-05T16:02:59 | https://www.reddit.com/r/LocalLLaMA/comments/18bf9pz/overclocking_to_get_1015_inference_performance/ | yamosin | self.LocalLLaMA | 2023-12-05T18:39:10 | 0 | {} | 18bf9pz | false | null | t3_18bf9pz | /r/LocalLLaMA/comments/18bf9pz/overclocking_to_get_1015_inference_performance/ | false | false | self | 18 | null |
How I ran LLMs on Steam Deck (Handheld Gaming Console) | 13 | 2023-12-05T15:57:25 | https://swethatanamala.substack.com/p/how-i-ran-llms-on-steam-deck-handheld | saucysassy | swethatanamala.substack.com | 1970-01-01T00:00:00 | 0 | {} | 18bf4pq | false | null | t3_18bf4pq | /r/LocalLLaMA/comments/18bf4pq/how_i_ran_llms_on_steam_deck_handheld_gaming/ | false | false | 13 | {'enabled': False, 'images': [{'id': '3a47-I_Ak2AOBT6-S2FJzxr0ghC1Fm3ZbxpLDh14cYM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/7qpmbGoGxdcvCMhh3lIGW9uhXpEXjdIocWDwIcb2XGI.jpg?width=108&crop=smart&auto=webp&s=b6899e011b6b63f64a785d13d1d8eef96bdc33c2', 'width': 108}, {'height': 108, 'url': 'h... | ||
Sub-par Token Generation with AMD Hardeare | 1 | [removed] | 2023-12-05T15:22:53 | https://www.reddit.com/r/LocalLLaMA/comments/18be99v/subpar_token_generation_with_amd_hardeare/ | SquishyOranges | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18be99v | false | null | t3_18be99v | /r/LocalLLaMA/comments/18be99v/subpar_token_generation_with_amd_hardeare/ | false | false | self | 1 | null |
What difficulties will I face if I need to buy a tesla p40? | 3 | What difficulties will I face if I need to buy a tesla p40?
​
My computer now has one 3060 12GB. I use it as layers for GGUF models to speed up text generation for large models 70B and larger. The motherboard has an additional slot for a video card, and I thought it would be good if I had another 24 gigabytes ... | 2023-12-05T14:37:24 | https://www.reddit.com/r/LocalLLaMA/comments/18bdd0n/what_difficulties_will_i_face_if_i_need_to_buy_a/ | Secret_Joke_2262 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bdd0n | false | null | t3_18bdd0n | /r/LocalLLaMA/comments/18bdd0n/what_difficulties_will_i_face_if_i_need_to_buy_a/ | false | false | self | 3 | null |
I'm building an Open Source (and optionally local) Google for LLM Agents, any requests? | 44 | Hey everyone,
​
I've been working on synthetic data and math / science applications of LLMs over at SciPhi, and I have gotten some great feedback from this community in the past. Something I realized along the way was that I really needed high throughput access to Google for training / running my agents. Unfor... | 2023-12-05T14:11:21 | https://www.reddit.com/r/LocalLLaMA/comments/18bctb4/im_building_an_open_source_and_optionally_local/ | docsoc1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bctb4 | false | null | t3_18bctb4 | /r/LocalLLaMA/comments/18bctb4/im_building_an_open_source_and_optionally_local/ | false | false | 44 | null | |
Oniichat caught reuploading models and claiming them as their own | 1 | [removed] | 2023-12-05T14:05:35 | https://www.reddit.com/r/LocalLLaMA/comments/18bcotx/oniichat_caught_reuploading_models_and_claiming/ | JawGBoi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bcotx | false | null | t3_18bcotx | /r/LocalLLaMA/comments/18bcotx/oniichat_caught_reuploading_models_and_claiming/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'KOV0OwDYWWYoXg2UgI1LMaTW-eWT8XP756LhhHBU0wU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/ydY1WHenYFck_Sp4o-k0S-o1K62t1otHIcoJvF-AJUw.jpg?width=108&crop=smart&auto=webp&s=c8742946b06b65d74c85edc272ade5dd5e3840c5', 'width': 108}, {'height': 116, 'url': 'h... |
How can I host Mistral 7b on cloud so that I can request and get response from it? | 1 | [removed] | 2023-12-05T13:49:46 | https://www.reddit.com/r/LocalLLaMA/comments/18bcd0r/how_can_i_host_mistral_7b_on_cloud_so_that_i_can/ | satyajitdass | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bcd0r | false | null | t3_18bcd0r | /r/LocalLLaMA/comments/18bcd0r/how_can_i_host_mistral_7b_on_cloud_so_that_i_can/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'TH2a8tkiPyak8uJXplFsKG1qcAxJI_BOm0YteF0VGEY', 'resolutions': [{'height': 131, 'url': 'https://external-preview.redd.it/FgdlKVx5X3YPdYoEvjhqBuzJEWrNJvz2IOp0hxb0oHk.jpg?width=108&crop=smart&auto=webp&s=3e37e4486e60576258cd4f2891c2f11893dc489d', 'width': 108}, {'height': 262, 'url': '... |
Whisper Large V3 vs Seamless V2 Large ? | 10 | I was looking for a good comparison between [whisper-large-v3](https://huggingface.co/openai/whisper-large-v3) and [seamless-m4t-v2-large](https://huggingface.co/facebook/seamless-m4t-v2-large) regarding their ASR capabilities.
I remember trying seamless v1 and it wasn't that great (whisper large v2 with better by a d... | 2023-12-05T13:22:32 | https://www.reddit.com/r/LocalLLaMA/comments/18bbulo/whisper_large_v3_vs_seamless_v2_large/ | Puzzleheaded_Mall546 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bbulo | false | null | t3_18bbulo | /r/LocalLLaMA/comments/18bbulo/whisper_large_v3_vs_seamless_v2_large/ | false | false | self | 10 | {'enabled': False, 'images': [{'id': 'xRzsBeQu78b4k1mO86d3hsqmmOn_0Yvt4N3QhzmgoHY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/lF4ncxN4BmiMsrsej55yRpAHCjLApZRU8CEl35hVSw8.jpg?width=108&crop=smart&auto=webp&s=fca627c12eea3c482b1f8680818cfddf8405fd4b', 'width': 108}, {'height': 116, 'url': 'h... |
Meta, IBM, NASA, etc. form open source AI Alliance | 327 | Three cheers for open source! Most of the articles I've seen on this so far have been behind a paywall, but here's one link that isn't: [https://9to5mac.com/2023/12/05/ai-alliance/](https://9to5mac.com/2023/12/05/ai-alliance/) | 2023-12-05T13:21:40 | https://www.reddit.com/r/LocalLLaMA/comments/18bbu0p/meta_ibm_nasa_etc_form_open_source_ai_alliance/ | WaterdanceAC | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bbu0p | false | null | t3_18bbu0p | /r/LocalLLaMA/comments/18bbu0p/meta_ibm_nasa_etc_form_open_source_ai_alliance/ | false | false | self | 327 | {'enabled': False, 'images': [{'id': 'A2j9oXOg5ONoLO0EFpZEwahFvDZQtuKaiG8hxMX7els', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/2PiMvzdi3uZ8UxygcPdXzP92WjUgvcby6mSk5vDc4iM.jpg?width=108&crop=smart&auto=webp&s=9090756f3be82b704ae464f2291c310545074927', 'width': 108}, {'height': 113, 'url': 'h... |
Building a computer with 2 graphics cards | 2 | Hi, can you show me your computer builds, how do you fit 2 graphics cards into 1 case? I look at my GIGABYTE GeForce RTX 4090 GAMING OC graphics card and I don't understand how I can fit anything else next to it, it takes up all the space in my LIAN LI PC-O11.
I have a rtx 3080 ti. I want to plug it in to expand the ... | 2023-12-05T12:27:27 | https://www.reddit.com/r/LocalLLaMA/comments/18bawgz/building_a_computer_with_2_graphics_cards/ | dmitryplyaskin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18bawgz | false | null | t3_18bawgz | /r/LocalLLaMA/comments/18bawgz/building_a_computer_with_2_graphics_cards/ | false | false | self | 2 | null |
Merging Models and Testing Out Settings. Rate the Cherry-Picked Story Please (NSFW/GORE) | 4 | 2023-12-05T12:04:13 | xadiant | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 18baj4g | false | null | t3_18baj4g | /r/LocalLLaMA/comments/18baj4g/merging_models_and_testing_out_settings_rate_the/ | false | false | nsfw | 4 | {'enabled': True, 'images': [{'id': 'k9WeopJGvk6coyCJSJ-7c8U0vw7TE8BW4S7svkWP03A', 'resolutions': [{'height': 96, 'url': 'https://preview.redd.it/l9mpbht8vg4c1.png?width=108&crop=smart&auto=webp&s=9155e84d4ac44eb6b9830833495900392c7f7f5a', 'width': 108}, {'height': 192, 'url': 'https://preview.redd.it/l9mpbht8vg4c1.png... | ||
Mistral Fine Tuning issue | 3 | While fine tuning Mistral-7B on Azure, I’m getting same error multiple time : **“Note: you may need to restart the kernel to use updated packages.”**
I’ve restarted kernel multiple time but still getting same error. Can anyone help me understand how to fix it. | 2023-12-05T11:51:40 | https://www.reddit.com/r/LocalLLaMA/comments/18babmn/mistral_fine_tuning_issue/ | Chiragjoshi_12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 18babmn | false | null | t3_18babmn | /r/LocalLLaMA/comments/18babmn/mistral_fine_tuning_issue/ | false | false | self | 3 | null |
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