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Chainlit: Pure-python WebUI for LLM chat-based apps, and Langroid integration | 12 | I've seen several discussions here about how to roll your own chat webapp powered by local/proprietary/remote LLMs, but surprised to see not much mention of [Chainlit](https://docs.chainlit.io/get-started/overview), which I think has a brilliant design.
It provides a few basic decorator-hooks like `on_chat_start` (to... | 2024-03-09T19:54:12 | https://www.reddit.com/r/LocalLLaMA/comments/1baqi0w/chainlit_purepython_webui_for_llm_chatbased_apps/ | SatoshiNotMe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1baqi0w | false | null | t3_1baqi0w | /r/LocalLLaMA/comments/1baqi0w/chainlit_purepython_webui_for_llm_chatbased_apps/ | false | false | 12 | {'enabled': False, 'images': [{'id': 'ZElPYTknPfPNwYRCOa-oddcQts45L-G773Tc8KDTPF4', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/YR8WJkX5j9lzIpyIGkFod9ij2xuM7Jeu-0PsB0SZ688.jpg?width=108&crop=smart&auto=webp&s=e9f642a92e69a47171a34f23fa3f9a74d16f2535', 'width': 108}, {'height': 113, 'url': 'h... | |
VRAM calculator for LLMs | 70 | This [VRAM calculator](https://huggingface.co/spaces/NyxKrage/LLM-Model-VRAM-Calculator) helps you figure out the required memory to run an LLM, given
* the model name
* the quant type (GGUF and EXL2 for now, GPTQ later)
* the quant size
* the context size
* cache type
Not my work, all the glory belongs to NyxKrage.
... | 2024-03-09T19:43:16 | https://www.reddit.com/r/LocalLLaMA/comments/1baq8ub/vram_calculator_for_llms/ | ethertype | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1baq8ub | false | null | t3_1baq8ub | /r/LocalLLaMA/comments/1baq8ub/vram_calculator_for_llms/ | false | false | self | 70 | {'enabled': False, 'images': [{'id': '1MqLUgxCKYVgAUu-WD_tl-AHH8zxKzWD8w0U1Rc6s_c', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/qA5QDlJ3sliOZJS2ujE5cJSD8a-PRYT2bV6srLzOtPs.jpg?width=108&crop=smart&auto=webp&s=b8c4ec6ec9cd7e96f4c2a1a2bf8a30688af71bb7', 'width': 108}, {'height': 116, 'url': 'h... |
Dolphin-mistral vs Dolphin-mistral-dpo vs Dolphin-mistral-dpo-laser | 6 | What is the difference between them | 2024-03-09T19:27:44 | https://www.reddit.com/r/LocalLLaMA/comments/1bapvq8/dolphinmistral_vs_dolphinmistraldpo_vs/ | Spiritual_Sprite | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bapvq8 | false | null | t3_1bapvq8 | /r/LocalLLaMA/comments/1bapvq8/dolphinmistral_vs_dolphinmistraldpo_vs/ | false | false | self | 6 | null |
Yann LeCun on why we need open source AI, and the future of Llama | 336 | 2024-03-09T19:09:39 | https://v.redd.it/yto4j7o3tcnc1 | llamaShill | /r/LocalLLaMA/comments/1bapgs3/yann_lecun_on_why_we_need_open_source_ai_and_the/ | 1970-01-01T00:00:00 | 0 | {} | 1bapgs3 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/yto4j7o3tcnc1/DASHPlaylist.mpd?a=1712689783%2CMWY1NzE2MWZiZGJjNjQ0NTZlMjdhNmE2NDZjMjFjYjVlYTA4ZTUwMzRmZjZkMGE5ZTE5NDM4MTNjN2QwOWZhNQ%3D%3D&v=1&f=sd', 'duration': 235, 'fallback_url': 'https://v.redd.it/yto4j7o3tcnc1/DASH_1080.mp4?source=fallback', '... | t3_1bapgs3 | /r/LocalLLaMA/comments/1bapgs3/yann_lecun_on_why_we_need_open_source_ai_and_the/ | false | false | 336 | {'enabled': False, 'images': [{'id': 'eGo5Y2Y0MHJ4Y25jMQL5wth1q_EVu9dGefUabX4orfbdglA_1EdyFG0QOSOy', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/eGo5Y2Y0MHJ4Y25jMQL5wth1q_EVu9dGefUabX4orfbdglA_1EdyFG0QOSOy.png?width=108&crop=smart&format=pjpg&auto=webp&s=e424ba00f63ab4374f01b9207bdab86e1daa0... | ||
Which 4090 SKU? | 1 | Assuming you could get any 4090 part, which is ideal?
The FE seems popular but it's very thick, where something like the suprim liquid is ~2 slots but obviously has a CLC attached. | 2024-03-09T18:53:48 | https://www.reddit.com/r/LocalLLaMA/comments/1bap3md/which_4090_sku/ | gethooge | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bap3md | false | null | t3_1bap3md | /r/LocalLLaMA/comments/1bap3md/which_4090_sku/ | false | false | self | 1 | null |
Hardware resources for running LocalAI 5-6GB model | 5 | Hello Everyone,
I have recently started using LocalAI in my local setup. And this is what I have used.
**CPU**: 1.7GHz,
**RAM**: 4GB,
**OS**: Ubuntu,
**Graphics Card**: Nvidia 2GB (I am not able to fit my model in this memory and without that I am not using my GPU for any kind of processing. I checked this usi... | 2024-03-09T18:45:35 | https://www.reddit.com/r/LocalLLaMA/comments/1baowo3/hardware_resources_for_running_localai_56gb_model/ | iamacouldude | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1baowo3 | false | null | t3_1baowo3 | /r/LocalLLaMA/comments/1baowo3/hardware_resources_for_running_localai_56gb_model/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'qPLjKYZISBkNzjNAtWgih5pEddWVQspjZ4Bb4Kt-w6U', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/NVUHP1maQv3KSEAbQ9PXh3IHIfI7Y1rd_u2mKuDkZ5U.jpg?width=108&crop=smart&auto=webp&s=a0014ad021e97945cad99c69c50836df851bd0c1', 'width': 108}, {'height': 116, 'url': 'h... |
Researchers find that Llama 2 family of language models pivot to somewhat English-like internal representations theorized to be in an abstract concept space for text prompts containing non-English language(s). Paper: "Do Llamas Work in English? On the Latent Language of Multilingual Transformers". | 1 | [Paper](https://arxiv.org/abs/2402.10588). I am not affiliated with the authors.
Abstract:
>We ask whether multilingual language models trained on unbalanced, English-dominated corpora use English as an internal pivot language -- a question of key importance for understanding how language models function and the orig... | 2024-03-09T18:29:29 | https://www.reddit.com/r/LocalLLaMA/comments/1baoik0/researchers_find_that_llama_2_family_of_language/ | Wiskkey | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1baoik0 | false | null | t3_1baoik0 | /r/LocalLLaMA/comments/1baoik0/researchers_find_that_llama_2_family_of_language/ | false | false | self | 1 | null |
Researchers find that Llama 2 family of language models pivot to somewhat English-like internal representations theorized to be in an abstract concept space for text prompts containing non-English language(s). Paper: "Do Llamas Work in English? On the Latent Language of Multilingual Transformers". | 71 | [Paper](https://arxiv.org/abs/2402.10588). I am not affiliated with the authors.
Abstract:
>We ask whether multilingual language models trained on unbalanced, English-dominated corpora use English as an internal pivot language -- a question of key importance for understanding how language models function and the orig... | 2024-03-09T18:29:28 | https://www.reddit.com/r/LocalLLaMA/comments/1baoijl/researchers_find_that_llama_2_family_of_language/ | Wiskkey | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1baoijl | false | null | t3_1baoijl | /r/LocalLLaMA/comments/1baoijl/researchers_find_that_llama_2_family_of_language/ | false | false | 71 | null | |
How to finetune small LLMs to optimise them for RAG? | 13 | I'm building an extremely light weight RAG application using models with 2B or lesser parameters. I'm facing 2 issues:
1. When the context isn't relevant to the question then the model often doesn't reject and starts hallucinating or writing gibberish.
2. When the input chunk has noise in it or the answer is in the m... | 2024-03-09T18:23:16 | https://www.reddit.com/r/LocalLLaMA/comments/1baod6t/how_to_finetune_small_llms_to_optimise_them_for/ | riddle-me-piss | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1baod6t | false | null | t3_1baod6t | /r/LocalLLaMA/comments/1baod6t/how_to_finetune_small_llms_to_optimise_them_for/ | false | false | self | 13 | {'enabled': False, 'images': [{'id': '1H85P6PCoTjhedg8Xdb7SNdxwYJCHsPN2_oanggGgFc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/dTV0rsq9nfrSFzPtpH9Fs-2OQDQrc1qRTUkMJyj9p6g.jpg?width=108&crop=smart&auto=webp&s=3bac293c1b0527882f7690aee188130566f7e560', 'width': 108}, {'height': 116, 'url': 'h... |
Privacy with Google Collab | 1 | [removed] | 2024-03-09T18:18:03 | https://www.reddit.com/r/LocalLLaMA/comments/1bao8p6/privacy_with_google_collab/ | 426Dimension | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bao8p6 | false | null | t3_1bao8p6 | /r/LocalLLaMA/comments/1bao8p6/privacy_with_google_collab/ | false | false | self | 1 | null |
Finetuning 7B on 4090 | 1 | Is it possible to fine tune the 7B on a geforce 4090? | 2024-03-09T18:16:14 | https://www.reddit.com/r/LocalLLaMA/comments/1bao760/finetuning_7b_on_4090/ | Fryingpan87 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bao760 | false | null | t3_1bao760 | /r/LocalLLaMA/comments/1bao760/finetuning_7b_on_4090/ | false | false | self | 1 | null |
Do you recommend any open-source LLMs for detecting spelling and grammar errors, suitable for polishing English essays? | 1 | [removed] | 2024-03-09T17:40:47 | https://www.reddit.com/r/LocalLLaMA/comments/1banc62/do_you_recommend_any_opensource_llms_for/ | LimaoGURU | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1banc62 | false | null | t3_1banc62 | /r/LocalLLaMA/comments/1banc62/do_you_recommend_any_opensource_llms_for/ | false | false | self | 1 | null |
How much RAM should I buy? Is 64GB enough? | 1 | I'm upgrading my PC and I'm wondering if 64GB + 10GB VRAM is enough to run the best local models worth running or if I should send back the ram and buy 96GB instead, anything more then 96GB would require getting 4 sticks whixh isn't really worth it becouse 4 sticks on DDR5 ruins memory speeds.
I know having enough vram... | 2024-03-09T17:39:31 | https://www.reddit.com/r/LocalLLaMA/comments/1banb1x/how_much_ram_should_i_buy_is_64gb_enough/ | KeinNiemand | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1banb1x | false | null | t3_1banb1x | /r/LocalLLaMA/comments/1banb1x/how_much_ram_should_i_buy_is_64gb_enough/ | false | false | self | 1 | null |
The World's First Gemma Fine-tune (6T tokens are the secret recipe?) | 51 | 2024-03-09T17:30:04 | https://twitter.com/openchatdev/status/1766516456034861237 | imonenext | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 1ban2qc | false | {'oembed': {'author_name': 'OpenChat', 'author_url': 'https://twitter.com/openchatdev', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">🚀 The World's First Gemma fine-tune based on openchat-3.5-0106 data and method (C-RLFT). Almost the same performance as ... | t3_1ban2qc | /r/LocalLLaMA/comments/1ban2qc/the_worlds_first_gemma_finetune_6t_tokens_are_the/ | false | false | 51 | {'enabled': False, 'images': [{'id': 'HKrw4E2D5qP1HQ7-jhAtauSJhBTm30XNKdZ2cJNfOro', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/O13vyII3ykxd5IA1iuZodjS2NBN0sGDFSMexxm3shT4.jpg?width=108&crop=smart&auto=webp&s=53f14b458fee4da8cc370f3d37e6771f63f24788', 'width': 108}], 'source': {'height': 14... | ||
LangChain + python+ oobabooga API = Chat with a PDF? | 5 | I have oobabooga running on my server with the API exposed.
Text-generation-webui works great for text, but not at all intuitive if I want to upload a file (e.g. PDF) and then ask whatever model is loaded questions about it.
I can write python code (and also some other languages for a web interface), I have read that... | 2024-03-09T16:29:43 | https://www.reddit.com/r/LocalLLaMA/comments/1balmqo/langchain_python_oobabooga_api_chat_with_a_pdf/ | Tuxedotux83 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1balmqo | false | null | t3_1balmqo | /r/LocalLLaMA/comments/1balmqo/langchain_python_oobabooga_api_chat_with_a_pdf/ | false | false | self | 5 | null |
Transformers.js WebGPU Embedding Benchmark | 25 | This benchmark calculates how much WebGPU speeds up embedding models running locally in your browser with 🤗 Transformers.js. Try it out and share your results!
Link to demo: https://huggingface.co/spaces/Xenova/webgpu-embedding-benchmark | 2024-03-09T16:03:34 | https://v.redd.it/ytvckirk0cnc1 | xenovatech | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1bal19u | false | {'reddit_video': {'bitrate_kbps': 1200, 'dash_url': 'https://v.redd.it/ytvckirk0cnc1/DASHPlaylist.mpd?a=1712592231%2CZGVhM2ZjODMwMzFiMTdkOGJkMzcxNmU1OGMyNTVjM2Y0NGUyMzUyNWE3MTA5Yjg1YWYyN2YwZTVjZjllMDE2Nw%3D%3D&v=1&f=sd', 'duration': 18, 'fallback_url': 'https://v.redd.it/ytvckirk0cnc1/DASH_480.mp4?source=fallback', 'ha... | t3_1bal19u | /r/LocalLLaMA/comments/1bal19u/transformersjs_webgpu_embedding_benchmark/ | false | false | 25 | {'enabled': False, 'images': [{'id': 'aG92Z3ZobWswY25jMadGrPxNTBlYiTuBcuaYUl-dLrOPv9i2MM-50mMO3S36', 'resolutions': [{'height': 103, 'url': 'https://external-preview.redd.it/aG92Z3ZobWswY25jMadGrPxNTBlYiTuBcuaYUl-dLrOPv9i2MM-50mMO3S36.png?width=108&crop=smart&format=pjpg&auto=webp&s=bfc65a628b00b69338d784715172627a91f5... | |
Is the openAI investigation on what happened recently just for show? | 1 | [removed] | 2024-03-09T16:01:34 | https://www.reddit.com/r/LocalLLaMA/comments/1bakzhx/is_the_openai_investigation_on_what_happened/ | chatsgpt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bakzhx | false | null | t3_1bakzhx | /r/LocalLLaMA/comments/1bakzhx/is_the_openai_investigation_on_what_happened/ | false | false | self | 1 | null |
Further LoRA fine-tuning upon another Lora ? | 1 | Is possible to finetune a Lora upon another Lora ? | 2024-03-09T15:37:15 | https://www.reddit.com/r/LocalLLaMA/comments/1bakfwf/further_lora_finetuning_upon_another_lora/ | HackerPigeon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bakfwf | false | null | t3_1bakfwf | /r/LocalLLaMA/comments/1bakfwf/further_lora_finetuning_upon_another_lora/ | false | false | self | 1 | null |
A bit more complex text LLM-driven games - are we there yet? | 8 | First of all, let me preface this that I don't mean for just "simple" NPC dialogues or what already adventure mode of Kobold AI or AI Dungeon offers. But something in-between what we have today and what fully manually created game would be. Let me give you an example: imagine rogue or nethack or ADOM. There is a lot of... | 2024-03-09T15:01:13 | https://www.reddit.com/r/LocalLLaMA/comments/1bajn76/a_bit_more_complex_text_llmdriven_games_are_we/ | Trumaex | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bajn76 | false | null | t3_1bajn76 | /r/LocalLLaMA/comments/1bajn76/a_bit_more_complex_text_llmdriven_games_are_we/ | false | false | self | 8 | null |
What's the Freeze method for finetuning LLMs? | 22 | ​
https://preview.redd.it/9btwnn9yjbnc1.png?width=557&format=png&auto=webp&s=dfd5d3f2250800c0ec91fef84e2a3df53c8e3e87
Hey there, I got this table from [LLaMA-Factory](https://github.com/hiyouga/LLaMA-Factory?tab=readme-ov-file#hardware-requirement) and sorry for the basic question, but what does "Freeze" mean ... | 2024-03-09T14:32:14 | https://www.reddit.com/r/LocalLLaMA/comments/1baj14f/whats_the_freeze_method_for_finetuning_llms/ | Dry_Long3157 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1baj14f | false | null | t3_1baj14f | /r/LocalLLaMA/comments/1baj14f/whats_the_freeze_method_for_finetuning_llms/ | false | false | 22 | {'enabled': False, 'images': [{'id': 'KH8rP1laXrKX7kQH4ecJCjAPVRTJEoI3PEpjxFaNGbQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/eU5sgD7_61bCe717pQaE6Qr33QDNNyCz4qXGxrssAww.jpg?width=108&crop=smart&auto=webp&s=ef60162e69c0c9707b500c028514ac6a678840fe', 'width': 108}, {'height': 108, 'url': 'h... | |
Some numbers for 3090 ti, 3060 and p40 - speed and context | 29 | I have a few numbers here for various RTX 3090 TI, RTX 3060 and Tesla P40 setups that might be of interest to some of you.
​
In these tests, I was primarily interested in how much context a particular setup could fit into and how the speed would be.
​
I generally tested the following four models:
&#x... | 2024-03-09T14:02:42 | https://www.reddit.com/r/LocalLLaMA/comments/1baif2v/some_numbers_for_3090_ti_3060_and_p40_speed_and/ | Evening_Ad6637 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1baif2v | false | null | t3_1baif2v | /r/LocalLLaMA/comments/1baif2v/some_numbers_for_3090_ti_3060_and_p40_speed_and/ | false | false | self | 29 | null |
gemma always respond with markdown code block when asked to use just JSON structure. | 1 | I am using Gemma-7b to perform a task that needs to organise the answer into different categories. So JSON is the go-to format for this job, which can be easily read by other programms. However, Gemma respond in json only within a MD code block.
"""json
{"value":1,
"name":"water"}
"""
how to fix this? | 2024-03-09T13:25:46 | https://www.reddit.com/r/LocalLLaMA/comments/1bahoy3/gemma_always_respond_with_markdown_code_block/ | Direct-Example-210 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bahoy3 | false | null | t3_1bahoy3 | /r/LocalLLaMA/comments/1bahoy3/gemma_always_respond_with_markdown_code_block/ | false | false | self | 1 | null |
gemma always respond with markdown code block when asked to use just JSON structure. | 1 | I am using Gemma-7b to perform a task that needs to organise the answer into different categories. So JSON is the go-to format for this job, which can be easily read by other programms. However, Gemma respond in json only within a MD code block.
"""json
{"value":1,
"name":"water"}
"""
how to fix this? | 2024-03-09T13:25:42 | https://www.reddit.com/r/LocalLLaMA/comments/1bahovo/gemma_always_respond_with_markdown_code_block/ | Direct-Example-210 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bahovo | false | null | t3_1bahovo | /r/LocalLLaMA/comments/1bahovo/gemma_always_respond_with_markdown_code_block/ | false | false | self | 1 | null |
LLM pre-training dataset | 1 | [removed] | 2024-03-09T12:42:19 | https://www.reddit.com/r/LocalLLaMA/comments/1bagw16/llm_pretraining_dataset/ | nsosio | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bagw16 | false | null | t3_1bagw16 | /r/LocalLLaMA/comments/1bagw16/llm_pretraining_dataset/ | false | false | self | 1 | null |
Batch inferencing question | 2 | Dear Llamas,
I am looking for a tutorial for efficient batch inferencing.
I have one use case, 1000 texts and need to run about 20 prompts on each text. My goal is answering questions about facts in the texts. The answers are short (20 tokens or so). My optimization target is overall throughput. Temperature is below ... | 2024-03-09T12:24:30 | https://www.reddit.com/r/LocalLLaMA/comments/1bagkv7/batch_inferencing_question/ | LengthinessDismal307 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bagkv7 | false | null | t3_1bagkv7 | /r/LocalLLaMA/comments/1bagkv7/batch_inferencing_question/ | false | false | self | 2 | null |
Question-answering solution for the company documents | 13 | Hello!
The use case I have is to deploy self-hosted RAG solution for question-answering based on the documents available in the company. There are many such paid solutions in the cloud, but I'm looking for open source alternatives which can be self-hosted.
Requirements:
1. Answer should be generated based on the up-... | 2024-03-09T11:57:42 | https://www.reddit.com/r/LocalLLaMA/comments/1bag4c5/questionanswering_solution_for_the_company/ | dziezyc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bag4c5 | false | null | t3_1bag4c5 | /r/LocalLLaMA/comments/1bag4c5/questionanswering_solution_for_the_company/ | false | false | self | 13 | {'enabled': False, 'images': [{'id': 'n2zvg6afwxSApRl1j5heeDs6cgNyPu8RbKHp3RxodN8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/T5Feu80jhmAU2LdJgmqezUZLMFuoXe7NUZtEM1DudEs.jpg?width=108&crop=smart&auto=webp&s=6194e7ae0eb08026a6f949c404a53643efec141f', 'width': 108}, {'height': 108, 'url': 'h... |
Method for benchamrking my inference times? Llama.cpp, gguf | 2 | Hi everyone,
Im building some local AI and would ge gerat to get some input if my inference times are about normal for my harware.
Im using LLamma.cpp, and a guuf variant of mistral 7b that is offloading to my GPU.
Been trying to implement GPTQ but having no success as yet.
Thank in advance for any help!
 ... | 2024-03-09T11:50:11 | https://www.reddit.com/r/LocalLLaMA/comments/1bag03j/method_for_benchamrking_my_inference_times/ | Anxious_Comfort7084 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bag03j | false | null | t3_1bag03j | /r/LocalLLaMA/comments/1bag03j/method_for_benchamrking_my_inference_times/ | false | false | self | 2 | null |
I have an idea for an offline dataset builder, but I need your feedback | 1 | [removed] | 2024-03-09T11:31:53 | https://www.reddit.com/r/LocalLLaMA/comments/1bafphv/i_have_an_idea_for_an_offline_dataset_builder_but/ | Runo_888 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bafphv | false | null | t3_1bafphv | /r/LocalLLaMA/comments/1bafphv/i_have_an_idea_for_an_offline_dataset_builder_but/ | false | false | self | 1 | null |
Anyone tried NEW Yi-200K? | 42 | Mixed feelings about the new one - better "Ctrl - F" performance, but seemingly much worse in general tasks, with same finetune recipe for the old 200k.
Is this all because they doubled the rope base, or for the extra "pre? / training" for RAG tasks? | 2024-03-09T11:00:49 | https://www.reddit.com/r/LocalLLaMA/comments/1baf8ru/anyone_tried_new_yi200k/ | No-Link-2778 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1baf8ru | false | null | t3_1baf8ru | /r/LocalLLaMA/comments/1baf8ru/anyone_tried_new_yi200k/ | false | false | self | 42 | null |
Langchain recursive summary VS agentic summary VS Opus/Yi 200k context | 2 | What’s the best way to summarise text these days?
Was thinking of recursive summary using Langchain, or something with agents, or just putting it all in the Claude Opus or Yi 200k context
As an additional side note has anyone tried Cohere’s summary API product? Seems slightly different to other methods | 2024-03-09T10:42:53 | https://www.reddit.com/r/LocalLLaMA/comments/1baezc4/langchain_recursive_summary_vs_agentic_summary_vs/ | BlueOrangeBerries | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1baezc4 | false | null | t3_1baezc4 | /r/LocalLLaMA/comments/1baezc4/langchain_recursive_summary_vs_agentic_summary_vs/ | false | false | self | 2 | null |
How to run gemma-7b-it quantized properly with llama.cpp and lm-studio? | 1 | Hi everyone, as title, I could not make gemma-7b-gguf quantized (q4) to work properly with lm-studio (0.2.16 latest). It is generating gibberish and weird stuff.
I think it is reported by users as well. | 2024-03-09T10:40:21 | https://www.reddit.com/r/LocalLLaMA/comments/1baexyf/how_to_run_gemma7bit_quantized_properly_with/ | Thick_Trick_4987 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1baexyf | false | null | t3_1baexyf | /r/LocalLLaMA/comments/1baexyf/how_to_run_gemma7bit_quantized_properly_with/ | false | false | self | 1 | null |
Intel ARC A770 Inference performance | 21 | I was thinking of getting an A770 after the new pytorch updates. Intel claims it has fully enabled the XMX units and inference is supposed to be much faster now. According to Intel's website the fp16 performance of the card using XMX is 137TOPS, higher than the 7900XTX, and the memory bandwidth is 560GB/s which is not ... | 2024-03-09T10:36:37 | https://www.reddit.com/r/LocalLLaMA/comments/1baevzc/intel_arc_a770_inference_performance/ | ptxtra | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1baevzc | false | null | t3_1baevzc | /r/LocalLLaMA/comments/1baevzc/intel_arc_a770_inference_performance/ | false | false | self | 21 | {'enabled': False, 'images': [{'id': 'B6cGU4x9LSrGbMMttP3SEUA9LytA6XIvyIctaOGjJ-Q', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/U5hvB24uh-fuwh-_FQHBq5ZF-R_z5bm3ab2ND7-jdM8.jpg?width=108&crop=smart&auto=webp&s=015c2f2ecc55c5ffd1fa93ae0ee186c574df4093', 'width': 108}, {'height': 121, 'url': 'h... |
Does the model on Ollama have been finetuned? | 1 | Hi I am building a mobile chatbot app for our capstone using Gemma-2b-it model.
right now I am currently using the Inference API of the hugging face for testing purposes. and I noticed that the the model performance on the Ollama and the inference API of hugging face is not the same. Will it be the same as the Ollama... | 2024-03-09T10:29:37 | https://www.reddit.com/r/LocalLLaMA/comments/1baes9c/does_the_model_on_ollama_have_been_finetuned/ | HarryPottahh | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1baes9c | false | null | t3_1baes9c | /r/LocalLLaMA/comments/1baes9c/does_the_model_on_ollama_have_been_finetuned/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'gHw-AUPDgNd_FXazUpX6rHVIYmctlrc4KokjK8Y5tiM', 'resolutions': [{'height': 118, 'url': 'https://external-preview.redd.it/QgDXBalWl2r79hXH9E-5P4kc0V_9WVla1FNRbbjYH_0.jpg?width=108&crop=smart&auto=webp&s=727be613f624196242575253a53f6ec7f5abbc2e', 'width': 108}, {'height': 236, 'url': '... |
Cheaper or similar setup like ASUS ROG G16 for local LLM development? | 1 | Hello everyone,
I’m a math graduate student and recently I’m interested in developing local and/or web apps with LLMs. I have a 12-year-old MacBook Pro, so I’m thinking about buying something new.
I have searched relevant keywords here, and the “universal suggestions” seem to be that one should use laptops to access ... | 2024-03-09T10:12:25 | https://www.reddit.com/r/LocalLLaMA/comments/1baejcs/cheaper_or_similar_setup_like_asus_rog_g16_for/ | hedgehog0 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1baejcs | false | null | t3_1baejcs | /r/LocalLLaMA/comments/1baejcs/cheaper_or_similar_setup_like_asus_rog_g16_for/ | false | false | self | 1 | null |
Which tokenizer should I use to count Mistral, Mixtral,and Dolphin Mixtral tokens? | 7 | Hi. I'm currently using \`tiktoken\` to count my token before making a request to ClosedAI APIs.
I'm planning to use other services that host open source models. I want to have the ability to count the amount of tokens I'll be sending beforehand.
Is \`tiktoken\` good enough for this purpose? Or is there a better solu... | 2024-03-09T09:58:54 | https://www.reddit.com/r/LocalLLaMA/comments/1baec2f/which_tokenizer_should_i_use_to_count_mistral/ | Uncensored4488 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1baec2f | false | null | t3_1baec2f | /r/LocalLLaMA/comments/1baec2f/which_tokenizer_should_i_use_to_count_mistral/ | false | false | self | 7 | null |
M2 Max vs M3 Pro | 2 | Looking to buy a new Mac. Only thing I really need any performance for is running LLM, everything else is basic use. I have the opportunity to buy a refurbished 16” M2 Max 12 CPU, 38 GPU with 32GB Ram, or a M3 Pro 12 CPU, 18 GPU with 34 GB Ram.
They are the exact same price. What would you buy, and why? And is there ... | 2024-03-09T09:24:31 | https://www.reddit.com/r/LocalLLaMA/comments/1badu4k/m2_max_vs_m3_pro/ | GabrielDucate | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1badu4k | false | null | t3_1badu4k | /r/LocalLLaMA/comments/1badu4k/m2_max_vs_m3_pro/ | false | false | self | 2 | null |
berkeley-nest_Starling-LM-7B continues to the the best, why does no one else talk about this model? | 1 | [removed] | 2024-03-09T09:17:31 | https://www.reddit.com/r/LocalLLaMA/comments/1badqlf/berkeleynest_starlinglm7b_continues_to_the_the/ | freshlyLinux | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1badqlf | false | null | t3_1badqlf | /r/LocalLLaMA/comments/1badqlf/berkeleynest_starlinglm7b_continues_to_the_the/ | false | false | self | 1 | null |
A curious discrepancy between LLMs and native speakers | 1 | [removed] | 2024-03-09T08:24:48 | https://www.reddit.com/r/LocalLLaMA/comments/1baczaq/a_curious_discrepancy_between_llms_and_native/ | LimaoGURU | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1baczaq | false | null | t3_1baczaq | /r/LocalLLaMA/comments/1baczaq/a_curious_discrepancy_between_llms_and_native/ | false | false | self | 1 | null |
Local RAG in non-english language (Dutch)? | 4 | Hi LocalLLaMA community!
I've been a longtime selfhoster and try to host as much of my digital world myself as possible. With all the excitement around LLM's and AI recently i want to give this a shot aswell and learn some more about it but i am quite novice with regards of running LLM's/AI so hoping for some guidance... | 2024-03-09T08:22:28 | https://www.reddit.com/r/LocalLLaMA/comments/1bacy4f/local_rag_in_nonenglish_language_dutch/ | thewouser | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bacy4f | false | null | t3_1bacy4f | /r/LocalLLaMA/comments/1bacy4f/local_rag_in_nonenglish_language_dutch/ | false | false | self | 4 | null |
Slerp-merge on a Mac | 5 | Another quick post, figured I'd separate this from the previous one since it seemed like a distinct piece of news - Slerp merges are possible in native MLX!
[https://github.com/ml-explore/mlx-examples/pull/455](https://github.com/ml-explore/mlx-examples/pull/455)
🙌 | 2024-03-09T08:20:48 | https://www.reddit.com/r/LocalLLaMA/comments/1bacx8x/slerpmerge_on_a_mac/ | mark-lord | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bacx8x | false | null | t3_1bacx8x | /r/LocalLLaMA/comments/1bacx8x/slerpmerge_on_a_mac/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': '_5fKY0u3XsqpuecK7tX58ic5DhUr8Ph91nZVV7TZ_qU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/8VuNC_VuGHMZRczlwnb1yu0QXorj8YFYt5Z9hYfy_2w.jpg?width=108&crop=smart&auto=webp&s=4d4228c80cd8ded5e49f0b58a5130b031a32cc19', 'width': 108}, {'height': 108, 'url': 'h... |
PPO in MLX: RLHF on Mac | 5 | Just a short post to spotlight some awesome work being done by the MLX community - Andrew Silva has managed to import PPO to MLX! 🥳
[https://github.com/andrew-silva/clean-rl-mlx](https://github.com/andrew-silva/clean-rl-mlx)
Currently the readme is a little bare-bones if you're a newbie like me, so no quickstart gui... | 2024-03-09T08:19:28 | https://www.reddit.com/r/LocalLLaMA/comments/1bacwiv/ppo_in_mlx_rlhf_on_mac/ | mark-lord | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bacwiv | false | null | t3_1bacwiv | /r/LocalLLaMA/comments/1bacwiv/ppo_in_mlx_rlhf_on_mac/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'uC_unEcGX3lFrIhHUkcaeTDbxARxbszEQyFvrW4gVGQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/lFJqYJjZM9zKVJH8uffrBkCDTemmRT54YWVixgv4FQU.jpg?width=108&crop=smart&auto=webp&s=91f8019afaa7b632cea394dc43cdcdac7977c860', 'width': 108}, {'height': 108, 'url': 'h... |
RAG + llama-2 | 1 | [removed] | 2024-03-09T07:48:20 | https://www.reddit.com/r/LocalLLaMA/comments/1bacfwa/rag_llama2/ | Humza0000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bacfwa | false | null | t3_1bacfwa | /r/LocalLLaMA/comments/1bacfwa/rag_llama2/ | false | false | self | 1 | null |
I need to convert a model from GGML to GGUF, I have no clue how to do it. | 7 | Like the title says I need to convert a model to a different format, but I don't even know what any of it even means. I watched a tutorial that showed my how to get Llama.cpp running, but the model I wanted to use apparently is obsolete or something. I was reading up on someone else who said they couldn't load it and t... | 2024-03-09T07:34:41 | https://www.reddit.com/r/LocalLLaMA/comments/1bac8yj/i_need_to_convert_a_model_from_ggml_to_gguf_i/ | Cowflop84gmailcom | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bac8yj | false | null | t3_1bac8yj | /r/LocalLLaMA/comments/1bac8yj/i_need_to_convert_a_model_from_ggml_to_gguf_i/ | false | false | self | 7 | null |
Understanding gguf and how to run them. | 1 | Seen that if i split the gguf models between my cpu and gpu i can likely run 34b models, but when trying to do so.... im having a lot of issues with figuring out the settings.
Problem: causes browser to crash as soon as i give a prompt, extreme slowdown.
i assume it's because im using all 24 cores and 32 threads ... | 2024-03-09T07:06:03 | https://www.reddit.com/r/LocalLLaMA/comments/1babtqq/understanding_gguf_and_how_to_run_them/ | Count_Dankula666 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1babtqq | false | null | t3_1babtqq | /r/LocalLLaMA/comments/1babtqq/understanding_gguf_and_how_to_run_them/ | false | false | self | 1 | null |
AI assistant connected to a hotkey... (and to my clipboard). Thoughts? Repo link below | 1 | 2024-03-09T07:03:13 | https://v.redd.it/eplxb3pcb9nc1 | Chance_Confection_37 | /r/LocalLLaMA/comments/1babs58/ai_assistant_connected_to_a_hotkey_and_to_my/ | 1970-01-01T00:00:00 | 0 | {} | 1babs58 | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/eplxb3pcb9nc1/DASHPlaylist.mpd?a=1712646194%2CY2Y1Mzc2YzgyNDdlMmYzYjg3MjUyMWZjOTRiOWUzNzNjZTk0ZWQyMmUzMTM4N2IxNTA5NGQ4MzRlMGIyNGQ3Ng%3D%3D&v=1&f=sd', 'duration': 135, 'fallback_url': 'https://v.redd.it/eplxb3pcb9nc1/DASH_720.mp4?source=fallback', 'h... | t3_1babs58 | /r/LocalLLaMA/comments/1babs58/ai_assistant_connected_to_a_hotkey_and_to_my/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'anR3aGR1aTVjOW5jMWTIxRjot9xaIMoyNvva-w6aHlKXid4nIUVIguf2NHnd', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/anR3aGR1aTVjOW5jMWTIxRjot9xaIMoyNvva-w6aHlKXid4nIUVIguf2NHnd.png?width=108&crop=smart&format=pjpg&auto=webp&s=e1eaccada56720ef4e10b1acaf387a03e9ce2... | ||
llama.cpp-python: Multiprocessing for CuBLAS | 6 | Dear community,
I use llama.cpp-python with CuBLAS (GPU) and just noticed that my process is only using a single CPU core (at 100% !), although 25 are available. I thought that the \`n\_threads=25\` argument handles this, but apparently it is for LLM-computation (rather than data processing, tokenization etc.).
I fou... | 2024-03-09T06:50:44 | https://www.reddit.com/r/LocalLLaMA/comments/1babkt4/llamacpppython_multiprocessing_for_cublas/ | moritzschaefer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1babkt4 | false | null | t3_1babkt4 | /r/LocalLLaMA/comments/1babkt4/llamacpppython_multiprocessing_for_cublas/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'BPM1Lt5POfZ1xi-Bsz1ORfwyZbpsaYi1SFKzZC9-B4s', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/TraZQz8dOm1cYrMUYwVmAiq-sT0g42q0SZu16F49ynE.jpg?width=108&crop=smart&auto=webp&s=c391b68e0e62697d8ad668285914b3939ff31406', 'width': 108}, {'height': 108, 'url': 'h... |
Any way or models with text chatting and inline image generation with memory ? | 3 | **i mean , you could have seen some videos where its like "generate a dog" and "make it angry" and it goes on. i'm not trying to replicate those as content but is there any open source models or any setup to replicate it ? if so, is there any way to generate nsfw content ?** | 2024-03-09T06:21:23 | https://www.reddit.com/r/LocalLLaMA/comments/1bab32z/any_way_or_models_with_text_chatting_and_inline/ | TemptationM | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bab32z | false | null | t3_1bab32z | /r/LocalLLaMA/comments/1bab32z/any_way_or_models_with_text_chatting_and_inline/ | false | false | nsfw | 3 | null |
Any way or models with text chatting and inline image generation? | 1 | [removed] | 2024-03-09T06:19:16 | https://www.reddit.com/r/LocalLLaMA/comments/1bab1rf/any_way_or_models_with_text_chatting_and_inline/ | tempaccount_123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1bab1rf | false | null | t3_1bab1rf | /r/LocalLLaMA/comments/1bab1rf/any_way_or_models_with_text_chatting_and_inline/ | false | false | nsfw | 1 | null |
Is there any way or models with text chatting and inline image generation with memory ? | 1 | [removed] | 2024-03-09T06:14:06 | https://www.reddit.com/r/LocalLLaMA/comments/1baayhu/is_there_any_way_or_models_with_text_chatting_and/ | tempaccount_123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1baayhu | false | null | t3_1baayhu | /r/LocalLLaMA/comments/1baayhu/is_there_any_way_or_models_with_text_chatting_and/ | false | false | nsfw | 1 | null |
Is there any way or models with text chatting and inline image generation with memory ? | 1 | [removed] | 2024-03-09T06:08:25 | https://www.reddit.com/r/LocalLLaMA/comments/1baauqm/is_there_any_way_or_models_with_text_chatting_and/ | LofiLounge2k | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1baauqm | false | null | t3_1baauqm | /r/LocalLLaMA/comments/1baauqm/is_there_any_way_or_models_with_text_chatting_and/ | false | false | nsfw | 1 | null |
Possibility of running Tinyllama on older PC | 3 | I have an older PC that I am thinking of using it to run Tinyllama locally.
CPU: i7-2600
Ram: 24gb DDR3
Storage SSD
GPU: RX 580 with 8gb ram
Will this system runs Tinyllama smoothly? | 2024-03-09T05:27:24 | https://www.reddit.com/r/LocalLLaMA/comments/1baa3c9/possibility_of_running_tinyllama_on_older_pc/ | palmworks | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1baa3c9 | false | null | t3_1baa3c9 | /r/LocalLLaMA/comments/1baa3c9/possibility_of_running_tinyllama_on_older_pc/ | false | false | self | 3 | null |
Formatting training dataset to finetune llama7b-chat | 1 | Hi Guys,
I am working to finetune llama7b on custom chat conversation between Agent and customer with qlora and SFTTrainer.
The goal is to have a llm which generate responses as agent does.
I am not sure how to format the data for training. Since this is turn by turn conversation. I am using below llama2 format
- t... | 2024-03-09T05:20:36 | https://www.reddit.com/r/LocalLLaMA/comments/1ba9yu5/formatting_training_dataset_to_finetune/ | Timus0708 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ba9yu5 | false | null | t3_1ba9yu5 | /r/LocalLLaMA/comments/1ba9yu5/formatting_training_dataset_to_finetune/ | false | false | self | 1 | null |
Intel Arc A770 16GB vs AMD RX 6700 XT? | 9 | to invest in a GPU at this time and for those who can't spend the money on an Nvidia GPU, does this make sense ?
$300 for a 16GB vmem .
i am currently using an older AMD 5700XT with 8gb . not great but not terrible for text chat. | 2024-03-09T05:18:44 | https://www.reddit.com/r/LocalLLaMA/comments/1ba9xlv/intel_arc_a770_16gb_vs_amd_rx_6700_xt/ | Sand-Discombobulated | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ba9xlv | false | null | t3_1ba9xlv | /r/LocalLLaMA/comments/1ba9xlv/intel_arc_a770_16gb_vs_amd_rx_6700_xt/ | false | false | self | 9 | null |
What's the best way to run Mixtral 8x7b on a setup with 32gb ram/16gb vram? | 34 | I've looked around the sub for answers similar to this but couldn't find anything useful, most are running this on either 24gb vram cards or on 8gb cards with offloading.
What's the best way to run this then? Would q5 GGUF with many layers offloaded to the GPU work best in terms of speed and quality? Or should I use ... | 2024-03-09T05:07:13 | https://www.reddit.com/r/LocalLLaMA/comments/1ba9q8a/whats_the_best_way_to_run_mixtral_8x7b_on_a_setup/ | subhayan2006 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ba9q8a | false | null | t3_1ba9q8a | /r/LocalLLaMA/comments/1ba9q8a/whats_the_best_way_to_run_mixtral_8x7b_on_a_setup/ | false | false | self | 34 | null |
I have chills | 1 | I just got a local 70b roleplaying as ghost to correctly guess a tertiary road in a small podunk town.
I know it's not a spirit, but these LLMs go deep. I'm getting more and more convinced that GPT4 is just a 70b that prompts itself to think rather than respond, and then tells itself to analyze its thoughts to formula... | 2024-03-09T03:30:24 | https://www.reddit.com/r/LocalLLaMA/comments/1ba7xdb/i_have_chills/ | Historical-Action-13 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ba7xdb | false | null | t3_1ba7xdb | /r/LocalLLaMA/comments/1ba7xdb/i_have_chills/ | false | false | self | 1 | null |
What are some times when the AI has surprised you? | 70 | I often try to talk to AI like it was a person to see if it feels like a personality was crafted into it, or if it's just a bland "hello how can I help you today" bot. Unfortunately I can't remember which model it was but I think it was a Mixtral MOE model. Anyway, I asked it to tell me a joke and got the usual borin... | 2024-03-09T03:07:28 | https://www.reddit.com/r/LocalLLaMA/comments/1ba7h5u/what_are_some_times_when_the_ai_has_surprised_you/ | Cool-Hornet4434 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ba7h5u | false | null | t3_1ba7h5u | /r/LocalLLaMA/comments/1ba7h5u/what_are_some_times_when_the_ai_has_surprised_you/ | false | false | self | 70 | null |
Google's new MediaPipe LLM Inference API enables select large language models to run fully on-device. Supported models include Gemma 2B, Falcon 1B, Phi 2, and Stable LM 3B, while supported platforms are the web, Android, and iOS. | 26 | By way of Mishaal Rahman:
"Google says Android support is "intended for experimental and research use only" as production apps should instead use Gemini Nano through Android's AICore, available on the Pixel 8 Pro and Galaxy S24 series currently, for on-device LLM inferencing. This is because AICore can take advantage ... | 2024-03-09T01:33:00 | https://www.reddit.com/r/LocalLLaMA/comments/1ba5jeh/googles_new_mediapipe_llm_inference_api_enables/ | ttkciar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ba5jeh | false | null | t3_1ba5jeh | /r/LocalLLaMA/comments/1ba5jeh/googles_new_mediapipe_llm_inference_api_enables/ | false | false | self | 26 | null |
Google's new MediaPipe LLM Inference API enables select large language models to run fully on-device. Supported models include Gemma 2B, Falcon 1B, Phi 2, and Stable LM 3B | 1 | 2024-03-09T01:19:02 | https://androiddev.social/@MishaalRahman/112062368956245924 | ttkciar | androiddev.social | 1970-01-01T00:00:00 | 0 | {} | 1ba58mi | false | null | t3_1ba58mi | /r/LocalLLaMA/comments/1ba58mi/googles_new_mediapipe_llm_inference_api_enables/ | false | false | nsfw | 1 | {'enabled': False, 'images': [{'id': 't_bUwQW6DQe1ptz20OtJS6MbiZhP8QHscsk-kJN4s48', 'resolutions': [{'height': 75, 'url': 'https://external-preview.redd.it/7u61QC7aD9xeDIa4u_aXKp6QwxqzFlttUK01WYWLQYo.jpg?width=108&crop=smart&auto=webp&s=5eb8201feb016df1563230f8b4e6214d2dc4473a', 'width': 108}, {'height': 151, 'url': 'h... | |
Overview of GGUF quantization methods | 78 | I was getting confused by all the new quantization methods available for llama.cpp, so I did some testing and GitHub discussion reading. In case anyone finds it helpful, here is what I found and how I understand the current state.
**TL;DR:**
* K-quants are not obsolete: depending on your HW, they may run faster or sl... | 2024-03-09T01:15:21 | https://www.reddit.com/r/LocalLLaMA/comments/1ba55rj/overview_of_gguf_quantization_methods/ | he29 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ba55rj | false | null | t3_1ba55rj | /r/LocalLLaMA/comments/1ba55rj/overview_of_gguf_quantization_methods/ | false | false | self | 78 | {'enabled': False, 'images': [{'id': 'jM2hDDJH5cLfNYDn_oXRVxkc8GSMpyivGo9wOdg9plI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/NBsWo5tCjQwtpE1ex9EahdF5yZVFHG1MzyZZKQWhDGk.jpg?width=108&crop=smart&auto=webp&s=0be6edead68ce53b76371f8081ba871ae0e5f00c', 'width': 108}, {'height': 108, 'url': 'h... |
LM Studio few-shot training worked, how do I 'save' it? | 1 | [removed] | 2024-03-09T00:27:21 | https://www.reddit.com/r/LocalLLaMA/comments/1ba44np/lm_studio_fewshot_training_worked_how_do_i_save_it/ | SillySynthSentience | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ba44np | false | null | t3_1ba44np | /r/LocalLLaMA/comments/1ba44np/lm_studio_fewshot_training_worked_how_do_i_save_it/ | false | false | self | 1 | null |
Mamba support merged in llama.cpp | 193 | Looks like we just got Mamba support in llama.cpp! There are some models available on HF for testing purposes, hoping we'll get more models in the future.
PR: [https://github.com/ggerganov/llama.cpp/pull/5328](https://github.com/ggerganov/llama.cpp/pull/5328)
Models: [https://huggingface.co/collections/state-spaces/t... | 2024-03-08T23:50:41 | https://www.reddit.com/r/LocalLLaMA/comments/1ba39tn/mamba_support_merged_in_llamacpp/ | stonegdi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ba39tn | false | null | t3_1ba39tn | /r/LocalLLaMA/comments/1ba39tn/mamba_support_merged_in_llamacpp/ | false | false | self | 193 | {'enabled': False, 'images': [{'id': 'lxIfWhqPEJL749rmVvSW37zffry3gWq7ciD-a2he89Y', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/_ndWqf-m4T8Ahti5TYN0yWR3epkzwUayp7GEON91EPI.jpg?width=108&crop=smart&auto=webp&s=f1f6059df28860447709a2b717dc9dde57efb572', 'width': 108}, {'height': 108, 'url': 'h... |
Where to find prompts for various tasks? | 1 | Hello,
I want to get response from mixtral/llama2 in json format. Where can I find prompt that works for such questions? I don't want to give demonstration with a real example because it will restrict the diversity of the LLM.
I want the response to only have "color" and "text" properties. | 2024-03-08T23:47:27 | https://www.reddit.com/r/LocalLLaMA/comments/1ba3771/where_to_find_prompts_for_various_tasks/ | rodeowrong | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ba3771 | false | null | t3_1ba3771 | /r/LocalLLaMA/comments/1ba3771/where_to_find_prompts_for_various_tasks/ | false | false | self | 1 | null |
Mixtral hallucinates in RAG system (and ignores prompt) | 9 | I am trying to eleminate hallucinations within an RAG system with Mixtral. My current best working prompt is
Below is an instruction that describes a task, paired with an input and context. Write a response that appropriately completes the request. You are a helpful AI assistant to answer questions of a customer.
... | 2024-03-08T23:21:27 | https://www.reddit.com/r/LocalLLaMA/comments/1ba2l4o/mixtral_hallucinates_in_rag_system_and_ignores/ | silvanoluciano | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ba2l4o | false | null | t3_1ba2l4o | /r/LocalLLaMA/comments/1ba2l4o/mixtral_hallucinates_in_rag_system_and_ignores/ | false | false | self | 9 | null |
Mixtral ignores instruction and hallucinates | 1 | I am trying to eleminate hallucinations within an RAG system with Mixtral. My current best working prompt is
<s> [INST] Below is an instruction that describes a task, paired with an input and context. Write a response that appropriately completes the request. You are a helpful AI assistant to answer questions of ... | 2024-03-08T23:18:25 | https://www.reddit.com/r/LocalLLaMA/comments/1ba2ijx/mixtral_ignores_instruction_and_hallucinates/ | silvanoluciano | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ba2ijx | false | null | t3_1ba2ijx | /r/LocalLLaMA/comments/1ba2ijx/mixtral_ignores_instruction_and_hallucinates/ | false | false | self | 1 | null |
Some model cards say "inference: true" or false, what does that mean? | 1 | Inferencing is basically prompting from what I understand. So an LLM with inference: false... what is that implying? Surely you can still give it input? | 2024-03-08T23:14:02 | https://www.reddit.com/r/LocalLLaMA/comments/1ba2ewg/some_model_cards_say_inference_true_or_false_what/ | perceivedpleasure | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ba2ewg | false | null | t3_1ba2ewg | /r/LocalLLaMA/comments/1ba2ewg/some_model_cards_say_inference_true_or_false_what/ | false | false | self | 1 | null |
Running a 4060Ti + A770 together? | 1 | Currently I've been playing with local LLMs on a 4060Ti 16GB. It works, but of course I run into issues with larger models, or some models that work, but I'd like to also have stable diffusion running. (i.e. I can do SD or the model, but not have both loaded at once.)
The Arc A770 looks to be cheaper than another 4060... | 2024-03-08T23:08:30 | https://www.reddit.com/r/LocalLLaMA/comments/1ba2a8a/running_a_4060ti_a770_together/ | to11mtm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ba2a8a | false | null | t3_1ba2a8a | /r/LocalLLaMA/comments/1ba2a8a/running_a_4060ti_a770_together/ | false | false | self | 1 | null |
If an RTX 4090/5090 with 48GB of VRAM were introduced how much extra (over a standard 24GB version) would you pay for it? | 1 | As of last year GDDR6 spot price was about $81 for 24GB of VRAM. GDDR6X is probably slightly more, but should still be well below $120 now. Curious how much extra people would pay. Maybe if NVIDIA sees this and likes the numbers that come out of the survey they would consider it.
[View Poll](https://www.reddit.com/pol... | 2024-03-08T23:04:20 | https://www.reddit.com/r/LocalLLaMA/comments/1ba26qa/if_an_rtx_40905090_with_48gb_of_vram_were/ | jd_3d | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ba26qa | false | null | t3_1ba26qa | /r/LocalLLaMA/comments/1ba26qa/if_an_rtx_40905090_with_48gb_of_vram_were/ | false | false | self | 1 | null |
Drafts For Faster, Higher Quality Responses? | 1 | One of the flaws with LLM's is they can only generate tokens sequentially, they can't go back and edit their responses like a human can by editing their work. It's amazing what they can do with this limitation but this got me thinking, what if there was a plugin that prompted a model to used it's completed output as a ... | 2024-03-08T23:02:19 | https://www.reddit.com/r/LocalLLaMA/comments/1ba250v/drafts_for_faster_higher_quality_responses/ | GutsAndGains | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ba250v | false | null | t3_1ba250v | /r/LocalLLaMA/comments/1ba250v/drafts_for_faster_higher_quality_responses/ | false | false | self | 1 | null |
NVidia 3090 with Passthrough (DDA) to Ubuntu 22.04 | 1 | This post may cross the community guidelines as it does not specifically pertain to llama or local LLMs, but straddles that of /r/homelab & /r/LocalLLaMA. I'm hoping to leverage this community's deep knowledge and experience working with GPUs, and I believe it may be of use to others in the future who also encounter si... | 2024-03-08T22:05:42 | https://www.reddit.com/r/LocalLLaMA/comments/1ba0rn7/nvidia_3090_with_passthrough_dda_to_ubuntu_2204/ | dgioulakis | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ba0rn7 | false | null | t3_1ba0rn7 | /r/LocalLLaMA/comments/1ba0rn7/nvidia_3090_with_passthrough_dda_to_ubuntu_2204/ | false | false | self | 1 | null |
Mixing AMD Gpus for fast LLM perfomance? | 1 | [removed] | 2024-03-08T21:42:58 | https://www.reddit.com/r/LocalLLaMA/comments/1ba06v1/mixing_amd_gpus_for_fast_llm_perfomance/ | Unhappy-Claim-5691 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ba06v1 | false | null | t3_1ba06v1 | /r/LocalLLaMA/comments/1ba06v1/mixing_amd_gpus_for_fast_llm_perfomance/ | false | false | self | 1 | null |
NAISYS: An open source tool for AI console automation with local LLM support | 7 | 2024-03-08T21:31:16 | https://naisys.org | _swax_ | naisys.org | 1970-01-01T00:00:00 | 0 | {} | 1b9zwh8 | false | null | t3_1b9zwh8 | /r/LocalLLaMA/comments/1b9zwh8/naisys_an_open_source_tool_for_ai_console/ | false | false | default | 7 | null | |
HG spaces | 1 | [removed] | 2024-03-08T20:46:50 | https://www.reddit.com/r/LocalLLaMA/comments/1b9ys84/hg_spaces/ | LLMlocal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9ys84 | false | null | t3_1b9ys84 | /r/LocalLLaMA/comments/1b9ys84/hg_spaces/ | false | false | self | 1 | null |
Help fine tuning llava | 4 | has anybody been able to successfully fine tune lava?
I've been trying to fine tune a tiny lava model but I haven't been successful out of the half dozen odd times I've tried. Sometimes I can get at the train with various settings but then the loss doesn't change at all it doesn't go up or down.
Sometimes I'll go to... | 2024-03-08T20:36:08 | https://www.reddit.com/r/LocalLLaMA/comments/1b9yiqv/help_fine_tuning_llava/ | PunnyAnkus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9yiqv | false | null | t3_1b9yiqv | /r/LocalLLaMA/comments/1b9yiqv/help_fine_tuning_llava/ | false | false | self | 4 | null |
LookMa - Open source, bare-bones mobile UI for local LLMs | 1 | [removed] | 2024-03-08T20:18:00 | https://www.reddit.com/r/LocalLLaMA/comments/1b9y2e5/lookma_open_source_barebones_mobile_ui_for_local/ | CC_EF_JTF | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9y2e5 | false | null | t3_1b9y2e5 | /r/LocalLLaMA/comments/1b9y2e5/lookma_open_source_barebones_mobile_ui_for_local/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'UD_nkeot9Oq7v2ntCoCrdMrRUqlDbTwTxNpsU04Zz3c', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/gfLp3tUr9SOXAB3oKcEA4flVzJ1h7OmRheYsHMOF30o.jpg?width=108&crop=smart&auto=webp&s=8316bf778c61c3c80be432280024e6d93e4ab6ec', 'width': 108}, {'height': 108, 'url': 'h... |
How advanced are text-based neural networks? | 1 | [removed] | 2024-03-08T20:01:18 | https://www.reddit.com/r/LocalLLaMA/comments/1b9xngx/how_advanced_are_textbased_neural_networks/ | Ok_Shallot6583 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9xngx | false | null | t3_1b9xngx | /r/LocalLLaMA/comments/1b9xngx/how_advanced_are_textbased_neural_networks/ | false | false | self | 1 | null |
AI Alignment | 1 | Am I the only one who is more concerned about AI alignment than I am about the lack of alignment? I am not saying there shouldn't be some guardrails, but I am very concerned about people in the West programming AI that directly contradicts the vast majority of the world's beliefs. This sounds more likely to cause... | 2024-03-08T19:59:26 | https://www.reddit.com/r/LocalLLaMA/comments/1b9xlon/ai_alignment/ | CryptoCryst828282 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9xlon | false | null | t3_1b9xlon | /r/LocalLLaMA/comments/1b9xlon/ai_alignment/ | false | false | self | 1 | null |
How would you tweak this build? | 1 | Hey there, I'm building a (long-overdue) new PC that's capable of stable diffusion-enhanced production workflows and some tinkering with llm apps that run models in the 30 - 70b range. After some research here are the main specs:
* CPU - AMD 7900X3D
* Mobo - Asus TUF X670E Plus Wifi
* Graphics - Gigabyte 4090 Gaming O... | 2024-03-08T19:36:00 | https://www.reddit.com/r/LocalLLaMA/comments/1b9x0z6/how_would_you_tweak_this_build/ | bdrifter | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9x0z6 | false | null | t3_1b9x0z6 | /r/LocalLLaMA/comments/1b9x0z6/how_would_you_tweak_this_build/ | false | false | self | 1 | null |
Running a fine tuned LLM locally on a custom web UI | 2 | Hey guys,
LLM beginner here. I fine-tuned tiny llama 1b for a specific use case. Im trying to get it to run locally by building my own front end UI. Right now its uploaded to a private hugging face repo. My goal is to be able to run this model in my PC offline after I build a custom web UI for it. Maybe even share it... | 2024-03-08T19:22:45 | https://www.reddit.com/r/LocalLLaMA/comments/1b9woy9/running_a_fine_tuned_llm_locally_on_a_custom_web/ | DDeepDesign | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9woy9 | false | null | t3_1b9woy9 | /r/LocalLLaMA/comments/1b9woy9/running_a_fine_tuned_llm_locally_on_a_custom_web/ | false | false | self | 2 | null |
LLM fine tuning | 1 | [removed] | 2024-03-08T18:51:30 | https://www.reddit.com/r/LocalLLaMA/comments/1b9vw9b/llm_fine_tuning/ | nsosio | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9vw9b | false | null | t3_1b9vw9b | /r/LocalLLaMA/comments/1b9vw9b/llm_fine_tuning/ | false | false | self | 1 | null |
Need help with Llama2 7b | 1 | [removed] | 2024-03-08T18:12:11 | https://www.reddit.com/r/LocalLLaMA/comments/1b9uw82/need_help_with_llama2_7b/ | hunt210702 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9uw82 | false | null | t3_1b9uw82 | /r/LocalLLaMA/comments/1b9uw82/need_help_with_llama2_7b/ | false | false | self | 1 | null |
Loading ChatMl Prompt Format in Gradio | 2 | I'm trying to run this locally: [https://huggingface.co/cognitivecomputations/dolphincoder-starcoder2-7b/](https://huggingface.co/cognitivecomputations/dolphincoder-starcoder2-7b/discussions/1)
THe model will load and receive input --> however the ouput is a series of lines with markup codes.. as if the program is ... | 2024-03-08T17:08:20 | https://www.reddit.com/r/LocalLLaMA/comments/1b9t9j5/loading_chatml_prompt_format_in_gradio/ | Heavy-Organization58 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9t9j5 | false | null | t3_1b9t9j5 | /r/LocalLLaMA/comments/1b9t9j5/loading_chatml_prompt_format_in_gradio/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'GUZok4K6YGVXUgJFB-86bCvJ8YejRvFYsaNimwRUiaE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/6bTjuxT1SI-9i9HdFJchgxU2lB5tKtrV5YY8EBZ9log.jpg?width=108&crop=smart&auto=webp&s=be7f8bc5f2bdccc21d73ee944ef92dc984551972', 'width': 108}, {'height': 116, 'url': 'h... |
What would you use knowing what you know today to build your own custom LLM with your own data? | 8 | Hi all serious question. I don’t have enough local hardware to run my own custom LLM locally and I have tried with Apple M1 and M2 chips and no GPU. I plan to install and run my own personal LLM with my own data what would you use today? Llama? Falcon? Bloom? Mistral?
Thank you berry much | 2024-03-08T16:50:50 | https://www.reddit.com/r/LocalLLaMA/comments/1b9stip/what_would_you_use_knowing_what_you_know_today_to/ | Dry_One_2032 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9stip | false | null | t3_1b9stip | /r/LocalLLaMA/comments/1b9stip/what_would_you_use_knowing_what_you_know_today_to/ | false | false | self | 8 | null |
Sibila - structured data from local and remote models | 1 | Hi
I've been working in this project I'd like to announce: Sibila, a toolkit to extract structured outputs from local GGUF models or from remote models like GPT-4.
You could say it's like Marvin, but for both local and remote models, and with model management functionality. The idea is to allow some freedom of choice... | 2024-03-08T16:40:08 | https://www.reddit.com/r/LocalLLaMA/comments/1b9sjon/sibila_structured_data_from_local_and_remote/ | jndiogo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9sjon | false | null | t3_1b9sjon | /r/LocalLLaMA/comments/1b9sjon/sibila_structured_data_from_local_and_remote/ | false | false | self | 1 | null |
GGUF 100% GPU-Offload or GPTQ, AWQ | 6 | What do you think would achieve higher inference speed when I offload all layers to the GPU using GGUF or GPU inherent strategies such GPTQ.
Assuming that the quantization is the same.
I know there is a difference between AWQ and GPTQ as well but I would generally like the direction.
Of course my intuition is that G... | 2024-03-08T16:38:11 | https://www.reddit.com/r/LocalLLaMA/comments/1b9shw7/gguf_100_gpuoffload_or_gptq_awq/ | StayStonk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9shw7 | false | null | t3_1b9shw7 | /r/LocalLLaMA/comments/1b9shw7/gguf_100_gpuoffload_or_gptq_awq/ | false | false | self | 6 | null |
Best LLM for creative writing? | 10 | I'm looking for the best uncensored local LLMs for creative story writing. I need something lightweight that can run on my machine, so maybe 3B, 7B or 13B. I'm mostly looking for ones that can write good dialogue and descriptions for fictional stories. So not ones that are just good at roleplaying, unless that helps wi... | 2024-03-08T16:26:37 | https://www.reddit.com/r/LocalLLaMA/comments/1b9s7d8/best_llm_for_creative_writing/ | khommenghetsum | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9s7d8 | false | null | t3_1b9s7d8 | /r/LocalLLaMA/comments/1b9s7d8/best_llm_for_creative_writing/ | false | false | self | 10 | null |
I created a client LLM chatbot that runs in your GPU via the browser (no installation required) | 139 | Just wanted to share this side project of mine! Hope you guys like it, let me know what you think. WebGPU opens a whole new world of possibilities in browsers.
A chatbot with support for several LLMs that runs directly on the browser and uses the client’s GPU via WebGPU to run inference.
Right now it supports Llama... | 2024-03-08T16:24:09 | https://www.reddit.com/r/LocalLLaMA/comments/1b9s547/i_created_a_client_llm_chatbot_that_runs_in_your/ | C12H16N | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9s547 | false | null | t3_1b9s547 | /r/LocalLLaMA/comments/1b9s547/i_created_a_client_llm_chatbot_that_runs_in_your/ | false | false | self | 139 | {'enabled': False, 'images': [{'id': 'k_cSj8Ka79dTLggjHPzNt74tt1GbM-OdOvrS4JnidxY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/SQa896kLXsUSK3V15PwSQzHW1a7tpQSMkIH0XuRqXvQ.jpg?width=108&crop=smart&auto=webp&s=9136b83a327bfb3664685a44c118fce8f811f01c', 'width': 108}, {'height': 108, 'url': 'h... |
Llama.cpp tokenizer.model | 1 | [removed] | 2024-03-08T16:20:15 | https://www.reddit.com/r/LocalLLaMA/comments/1b9s1fg/llamacpp_tokenizermodel/ | EpicGamer1337mlg | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9s1fg | false | null | t3_1b9s1fg | /r/LocalLLaMA/comments/1b9s1fg/llamacpp_tokenizermodel/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'F6zeXhCO9onn904C4ZoviigF7qLZKS1MxLFE6NAHIlQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/ab-pTl-H5qCSe1qzMfY0cjN2kJZIFyOSrjPeoFcYVXI.jpg?width=108&crop=smart&auto=webp&s=004d98c5d45adedec5180c29454d74584e3cdcc2', 'width': 108}, {'height': 108, 'url': 'h... |
How to improve document search for retrieval? | 3 | Hey everyone! First, I want to thank this subreddit. Me and my team have taken the open source route for LLMs, etc. vs. other teams in our company using OpenAI and this community has been a great resource.
As the title says, I'm trying to improve the accuracy of my vector search for a RAG model and was curious how o... | 2024-03-08T16:13:54 | https://www.reddit.com/r/LocalLLaMA/comments/1b9rvm4/how_to_improve_document_search_for_retrieval/ | BakerInTheKitchen | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9rvm4 | false | null | t3_1b9rvm4 | /r/LocalLLaMA/comments/1b9rvm4/how_to_improve_document_search_for_retrieval/ | false | false | self | 3 | null |
Build a Multimodal Chat App using LLaVA and Chainlit | 6 | 2024-03-08T16:07:32 | https://www.koyeb.com/tutorials/build-a-multimodal-chat-app-using-llava-chainlit-and-replicate | Plus_Ad7909 | koyeb.com | 1970-01-01T00:00:00 | 0 | {} | 1b9rpnn | false | null | t3_1b9rpnn | /r/LocalLLaMA/comments/1b9rpnn/build_a_multimodal_chat_app_using_llava_and/ | false | false | 6 | {'enabled': False, 'images': [{'id': 'jKwVZx4jq-zMf1dsKraGa8xHn39VFC0-OwvPadaupEA', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/tvUEQT8WbtPNzJyyKGdOFl-tKIVue32ks6aHQzqQImc.jpg?width=108&crop=smart&auto=webp&s=5008f5cee37b787f4618b819cc1d7ef006827a50', 'width': 108}, {'height': 121, 'url': 'h... | ||
5 ways to implement multihead attention in PyTorch | 1 | 2024-03-08T15:37:10 | https://github.com/rasbt/LLMs-from-scratch/blob/main/ch03/02_bonus_efficient-multihead-attention/mha-implementations.ipynb | seraschka | github.com | 1970-01-01T00:00:00 | 0 | {} | 1b9qxwo | false | null | t3_1b9qxwo | /r/LocalLLaMA/comments/1b9qxwo/5_ways_to_implement_multihead_attention_in_pytorch/ | false | false | default | 1 | null | |
Anyone aware of UIs with multi-user management? | 5 | Hello friends,
I am looking for frontends for llms that have multi-user management. I don't mean multi-user chat, but something like login with different usernames and passwords. It doesn't matter if it's intended for 'ClosedAI' or something else proprietary, but the UI should be OpenSource so that I at least have the... | 2024-03-08T15:30:17 | https://www.reddit.com/r/LocalLLaMA/comments/1b9qrps/anyone_aware_of_uis_with_multiuser_management/ | Evening_Ad6637 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9qrps | false | null | t3_1b9qrps | /r/LocalLLaMA/comments/1b9qrps/anyone_aware_of_uis_with_multiuser_management/ | false | false | self | 5 | null |
You can now fine-tune a 70b language model at home | 332 | 2024-03-08T15:01:18 | https://www.answer.ai/posts/2024-03-06-fsdp-qlora.html | reqres1 | answer.ai | 1970-01-01T00:00:00 | 0 | {} | 1b9q1pi | false | null | t3_1b9q1pi | /r/LocalLLaMA/comments/1b9q1pi/you_can_now_finetune_a_70b_language_model_at_home/ | false | false | 332 | {'enabled': False, 'images': [{'id': 'bA1MKcyW1r4gzLFv2nIrect4n9Q8_Tknv_CIjg9oNn8', 'resolutions': [{'height': 57, 'url': 'https://external-preview.redd.it/dJCRx3dWaZ8i2cs4GaifNrItW-lBtnMPGoxDNxJRyXQ.jpg?width=108&crop=smart&auto=webp&s=bfec99548b858da4df369f32e31af204daba0f34', 'width': 108}, {'height': 115, 'url': 'h... | ||
Hugging Faces Spaces Training Data | 1 | Hi there, just wanted to ask if anyone knows if Hugging Faces Spaces data can be used for training models or if they're only used for demonstration purposes. Thanks! | 2024-03-08T14:55:18 | https://www.reddit.com/r/LocalLLaMA/comments/1b9pwex/hugging_faces_spaces_training_data/ | EvanWebDev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9pwex | false | null | t3_1b9pwex | /r/LocalLLaMA/comments/1b9pwex/hugging_faces_spaces_training_data/ | false | false | self | 1 | null |
Is the best fiction model Claude Opus or a local model? | 1 | Now that Claude Opus is out and is good for fiction, I was wondering if there are any local models that are better for fiction? | 2024-03-08T14:51:39 | https://www.reddit.com/r/LocalLLaMA/comments/1b9pt95/is_the_best_fiction_model_claude_opus_or_a_local/ | BlueOrangeBerries | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9pt95 | false | null | t3_1b9pt95 | /r/LocalLLaMA/comments/1b9pt95/is_the_best_fiction_model_claude_opus_or_a_local/ | false | false | self | 1 | null |
How to evaluate LLMs locally without connections to the Internet resources? | 1 | Dear Gurus,
are there free software (ideally at GitHub) to run on an air-gaped PC to score LLMs?
There are many different evaluations available made by various LLM Leaderboards, is it possible to run some of such tests locally on a PC with consumer GPU with no networking/Internet at all? The more, the better.
The re... | 2024-03-08T14:45:18 | https://www.reddit.com/r/LocalLLaMA/comments/1b9pnpq/how_to_evaluate_llms_locally_without_connections/ | DinoZavr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9pnpq | false | null | t3_1b9pnpq | /r/LocalLLaMA/comments/1b9pnpq/how_to_evaluate_llms_locally_without_connections/ | false | false | self | 1 | null |
LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error - Microsoft Semantic Machines 2024 - Giving Mistral-Instruct-7B a boost of 46,7% points and enabling it to outperform GPT-4 in the ToolBench benchmark! | 47 | Paper: [https://arxiv.org/abs/2403.04746](https://arxiv.org/abs/2403.04746)
Github: [https://github.com/microsoft/simulated-trial-and-error](https://github.com/microsoft/simulated-trial-and-error)
Abstract:
>Tools are essential for large language models (LLMs) to acquire up-to-date information and take consequential... | 2024-03-08T14:39:00 | https://www.reddit.com/r/LocalLLaMA/comments/1b9pia5/llms_in_the_imaginarium_tool_learning_through/ | Singularian2501 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9pia5 | false | null | t3_1b9pia5 | /r/LocalLLaMA/comments/1b9pia5/llms_in_the_imaginarium_tool_learning_through/ | false | false | 47 | null | |
Is it possible to train an LLM in the same adversarial fashion as a GAN? | 1 | Friday afternoon question while my code compiles: given there’s classification models for human versus statistically generated text, would it be a reasonable idea to fine tune a large language model adversarially like a GAN? In a GAN a generative model is pitted against a classification model until the generative model... | 2024-03-08T14:37:25 | https://www.reddit.com/r/LocalLLaMA/comments/1b9pgw4/is_it_possible_to_train_an_llm_in_the_same/ | colei_canis | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9pgw4 | false | null | t3_1b9pgw4 | /r/LocalLLaMA/comments/1b9pgw4/is_it_possible_to_train_an_llm_in_the_same/ | false | false | self | 1 | null |
Harder, Better, Faster, Stronger AQLM 2bit LLM Compression | 155 | We are excited to announce several enhancements to the AQLM 2bit compression. We have:
* Refined our global fine-tuning technique, which now narrows the performance gap with *FP16* by additional *10-30%*. Most of our models have been updated, and we've added new ones to the collection.
* Integrated AQLM with the *PEF... | 2024-03-08T13:50:23 | https://www.reddit.com/r/LocalLLaMA/comments/1b9odzw/harder_better_faster_stronger_aqlm_2bit_llm/ | black_samorez | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9odzw | false | null | t3_1b9odzw | /r/LocalLLaMA/comments/1b9odzw/harder_better_faster_stronger_aqlm_2bit_llm/ | false | false | self | 155 | {'enabled': False, 'images': [{'id': '4QRVHKqXUkGSYPKjCHqkeMDBVcqgZgViqa7L3RgMJVQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/q_w87zo9FZs-Va6GAgg2NfCHdnV0Hjxu_lgwT5HNLAk.jpg?width=108&crop=smart&auto=webp&s=5e643e6a1f276b03ba5b6354edf5e7f5c0760d37', 'width': 108}, {'height': 108, 'url': 'h... |
Looking for a Guide on Fine-Tuning LLaMA 2 with QLora Beyond the Official Paper | 4 | Hey everyone,
I'm diving into a project where I plan to fine-tune the LLaMA 2 model using QLora. While the official Lora paper provides a solid foundation, I'm on the lookout for more digestible resources that could help me understand the training parameters and how to evaluate training outcomes more effectively.
Do... | 2024-03-08T13:40:58 | https://www.reddit.com/r/LocalLLaMA/comments/1b9o6hv/looking_for_a_guide_on_finetuning_llama_2_with/ | Horizonard | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9o6hv | false | null | t3_1b9o6hv | /r/LocalLLaMA/comments/1b9o6hv/looking_for_a_guide_on_finetuning_llama_2_with/ | false | false | self | 4 | null |
Does llm repeat its response if i ask same thing again and again | 1 | I have a question, i need to create a pipeline to generate synthetic data for some use case, i thought about using LLms and then there was a question that hit me, if i create a fine tuned llm which can provide me synthetic data say suggestive names for my unborn child and i want 1000 or may millions (its just an exampl... | 2024-03-08T12:48:12 | https://www.reddit.com/r/LocalLLaMA/comments/1b9n4t1/does_llm_repeat_its_response_if_i_ask_same_thing/ | arb_plato | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b9n4t1 | false | null | t3_1b9n4t1 | /r/LocalLLaMA/comments/1b9n4t1/does_llm_repeat_its_response_if_i_ask_same_thing/ | false | false | self | 1 | null |
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