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Dirt cheap H100 VPS? | 1 | [https://www.latitude.sh/pricing](https://www.latitude.sh/pricing)
https://preview.redd.it/m78umrn7h7lc1.png?width=953&format=png&auto=webp&s=94d4bcb904e96142271f7f0ab42920bbfe7e29e8 | 2024-02-27T22:40:20 | https://www.reddit.com/r/LocalLLaMA/comments/1b1pfm6/dirt_cheap_h100_vps/ | nilpy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1pfm6 | false | null | t3_1b1pfm6 | /r/LocalLLaMA/comments/1b1pfm6/dirt_cheap_h100_vps/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'bbqhwNvrnQos7NAbYdUWjHSUtetSveUaB464D0BPZFc', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/gy7PE4aAay6eIDN-iYWIE_X_oDInBVNWZHuLQi7gdPQ.jpg?width=108&crop=smart&auto=webp&s=3c353e2058deab20a3d4cdcab7f755cd98fa4938', 'width': 108}, {'height': 113, 'url': 'h... | |
Recall vs Recognition in LLMs | 16 | An interesting psychological principle is the difference between Recall vs. Recognition when it comes to memory.
\- Recognition:
The ability to be able to see something you have previously seen and correctly identify it as something familiar.
\- Recall:
The ability to actively search for something that you have ... | 2024-02-27T22:38:23 | https://www.reddit.com/r/LocalLLaMA/comments/1b1pdu9/recall_vs_recognition_in_llms/ | kindacognizant | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1pdu9 | false | null | t3_1b1pdu9 | /r/LocalLLaMA/comments/1b1pdu9/recall_vs_recognition_in_llms/ | false | false | 16 | null | |
I built a RAG implementation for books, with a twist | 1 | [removed] | 2024-02-27T22:21:06 | https://www.reddit.com/r/LocalLLaMA/comments/1b1oy99/i_built_a_rag_implementation_for_books_with_a/ | Plane-Macaroon5855 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1oy99 | false | null | t3_1b1oy99 | /r/LocalLLaMA/comments/1b1oy99/i_built_a_rag_implementation_for_books_with_a/ | false | false | self | 1 | null |
ZOTAC GAMING GeForce RTX 3090 AMP Extreme Holo [Open Box] w/2 year warranty - $728.99 | 1 | 2024-02-27T21:28:06 | https://www.zotacstore.com/us/zt-a30900b-10p-o | fallingdowndizzyvr | zotacstore.com | 1970-01-01T00:00:00 | 0 | {} | 1b1nl5g | false | null | t3_1b1nl5g | /r/LocalLLaMA/comments/1b1nl5g/zotac_gaming_geforce_rtx_3090_amp_extreme_holo/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'qOxbky8T_bG6yfi1w0_WOND4UmHakcUk5cFfSi0t2vI', 'resolutions': [{'height': 67, 'url': 'https://external-preview.redd.it/9tCPV62c9_o7iqBf4nMtEQN_zds6YBxj_5pmu0Xr74k.jpg?width=108&crop=smart&auto=webp&s=841745bb129b41e99cbc75cb8f9ff458612d93ac', 'width': 108}, {'height': 135, 'url': 'h... | ||
Script to make GGUFs using iMatrix: Am I doing this right? | 1 | [removed] | 2024-02-27T21:19:44 | https://www.reddit.com/r/LocalLLaMA/comments/1b1ndgq/script_to_make_ggufs_using_imatrix_am_i_doing/ | phr00t_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1ndgq | false | null | t3_1b1ndgq | /r/LocalLLaMA/comments/1b1ndgq/script_to_make_ggufs_using_imatrix_am_i_doing/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'DJPqvteONpGwVVw6LzaG6b8vlDa2rv2hETCaqe0z57s', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/wyCM1fHzTa-IIqHgS1QTxdSYNXn668elDj0WmYMPf_k.jpg?width=108&crop=smart&auto=webp&s=d6fa197328d583bcae7a764b40fd1214265b6852', 'width': 108}, {'height': 108, 'url': 'h... |
Can you run 2x 4070 Ti Supers, like you can with 2x 3080 Tis? | 1 | I haven't been able to get a straight answer on this - Did NVIDIA take out the ability for 2 40X0 series cards to work together? Or is that only the old Gaming-specific SLI multi-GPU feature they killed?
Looking at the value of 2x 4070 Ti Super 16GB cards, $1,600 CAD total for both would be way better than trying to f... | 2024-02-27T21:16:14 | https://www.reddit.com/r/LocalLLaMA/comments/1b1naac/can_you_run_2x_4070_ti_supers_like_you_can_with/ | InconspicuousMSP | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1naac | false | null | t3_1b1naac | /r/LocalLLaMA/comments/1b1naac/can_you_run_2x_4070_ti_supers_like_you_can_with/ | false | false | self | 1 | null |
Comparing Gemma vs Phi-2 vs Mistral on Summarisation | 1 | [removed] | 2024-02-27T20:50:44 | https://www.reddit.com/r/LocalLLaMA/comments/1b1mmxq/comparing_gemma_vs_phi2_vs_mistral_on/ | MajesticAd2862 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1mmxq | false | null | t3_1b1mmxq | /r/LocalLLaMA/comments/1b1mmxq/comparing_gemma_vs_phi2_vs_mistral_on/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'pWaH1iBdvZA1w7SOIQONzbajmyMWnjv54oU9VUK8NO4', 'resolutions': [{'height': 85, 'url': 'https://external-preview.redd.it/Jgen7gN6s0K3eYmZ-BN_WsJJH5O6N4ZOJizvpkYdssg.jpg?width=108&crop=smart&auto=webp&s=421ec7d87e01caf22f11880e2b83517e8f114619', 'width': 108}, {'height': 171, 'url': 'h... | |
Need to create something trivial | 1 | [removed] | 2024-02-27T20:21:07 | https://www.reddit.com/r/LocalLLaMA/comments/1b1lw8e/need_to_create_something_trivial/ | hmmqzaz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1lw8e | false | null | t3_1b1lw8e | /r/LocalLLaMA/comments/1b1lw8e/need_to_create_something_trivial/ | false | false | self | 1 | null |
Apple Abandoning Electric Car Quest And Focusing On AI, Report Says | 138 | 2024-02-27T20:03:49 | https://www.forbes.com/sites/mollybohannon/2024/02/27/apple-abandoning-electric-car-quest-and-focusing-on-ai-report-says/?sh=34799c2e7ac0 | fallingdowndizzyvr | forbes.com | 1970-01-01T00:00:00 | 0 | {} | 1b1lgia | false | null | t3_1b1lgia | /r/LocalLLaMA/comments/1b1lgia/apple_abandoning_electric_car_quest_and_focusing/ | false | false | 138 | {'enabled': False, 'images': [{'id': 'AZVFlS2rWKW7UEtGONNZkuR_X-RIPvn2WF_wppuP9zQ', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/_bcBCg_jOnfZXRtXWdTitOFBjjR00hguNinjr0UsOvI.jpg?width=108&crop=smart&auto=webp&s=080511172979033ffe267cc0b303abecc08e68e4', 'width': 108}, {'height': 121, 'url': 'h... | ||
Z790 board for dual RTX 3090 | 1 | So I've been down the rabbit hole of trying to figure out which components to get for the past few days and I think I've decided on everything except the motherboard. For the CPU, I'm thinking Core i9-14900K.
I've seen ASUS ProArt Z790-Creator recommended since it has 2x PCIe5 16x slots, so I'm leaning towards this, b... | 2024-02-27T19:17:23 | https://www.reddit.com/r/LocalLLaMA/comments/1b1kakr/z790_board_for_dual_rtx_3090/ | defaultpwd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1kakr | false | null | t3_1b1kakr | /r/LocalLLaMA/comments/1b1kakr/z790_board_for_dual_rtx_3090/ | false | false | self | 1 | null |
colorful-concepts - Prototype | 1 | 2024-02-27T19:15:51 | https://concepts.engine.study/ | neilsonks | concepts.engine.study | 1970-01-01T00:00:00 | 0 | {} | 1b1k965 | false | null | t3_1b1k965 | /r/LocalLLaMA/comments/1b1k965/colorfulconcepts_prototype/ | false | false | default | 1 | null | |
Improve speed over my LLM App | 4 | Hey guys,
I was wondering I built a Langchain app connecting to a local LLM using Ollama (Mistral 8x7b) I make thousands of requests a day, I have an RTX 4090 but it takes 15 - 25 seconds to get a response with 100% of my GPU used (checking using nvtop). I was wondering if I build a rack and overtime, adding more an... | 2024-02-27T18:58:49 | https://www.reddit.com/r/LocalLLaMA/comments/1b1jtvw/improve_speed_over_my_llm_app/ | Exciting_Maximum_335 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1jtvw | false | null | t3_1b1jtvw | /r/LocalLLaMA/comments/1b1jtvw/improve_speed_over_my_llm_app/ | false | false | self | 4 | null |
What's stopping you from integrating RAG as microservices across your organization? | 1 | [removed] | 2024-02-27T18:48:37 | https://www.reddit.com/r/LocalLLaMA/comments/1b1jkm7/whats_stopping_you_from_integrating_rag_as/ | nuxai | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1jkm7 | false | null | t3_1b1jkm7 | /r/LocalLLaMA/comments/1b1jkm7/whats_stopping_you_from_integrating_rag_as/ | false | false | self | 1 | null |
Where the heck do I begin? | 31 | I’m a data scientist (non-AI related), who recently got a new system for work (4x RTX 6000 ADA) and looking to get into playing around with local LLMs for fun.
This sub is filled with so much cool knowledge, but not a lot of clear starting points for those of us just stepping into the space.
Are there any good resour... | 2024-02-27T18:31:30 | https://www.reddit.com/r/LocalLLaMA/comments/1b1j5kl/where_the_heck_do_i_begin/ | Independent-Sand6196 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1j5kl | false | null | t3_1b1j5kl | /r/LocalLLaMA/comments/1b1j5kl/where_the_heck_do_i_begin/ | false | false | self | 31 | null |
Are any Semantic Search Experts Willing to Opine on the RAG Search Building Code? | 3 | Hi! I am a student working on my thesis and the code is simply not working. I am trying to build a semantic search (to use with RAG) using embeddings and its just not working. This is very hard to do without an advisor, and I would love it if anyone is willing to hop on a call with me and look over my code or would PM ... | 2024-02-27T18:15:43 | https://www.reddit.com/r/LocalLLaMA/comments/1b1irhs/are_any_semantic_search_experts_willing_to_opine/ | AggravatingSyrup8146 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1irhs | false | null | t3_1b1irhs | /r/LocalLLaMA/comments/1b1irhs/are_any_semantic_search_experts_willing_to_opine/ | false | false | self | 3 | null |
Tips on optimization when loading GGUF models? | 9 | Hi, apologies in advance for the question, I have already found some threads and guides about this topic, but I still can't quite be sure if I am doing it perfectly.
*My specs: RTX 3070, 32GB DDR4 3600/cl16 ram, 5900X ryzen, samsung 980 pro 3TB (2 sticks)*
Basically, I went into local LLMs over the last weekend, and... | 2024-02-27T17:39:46 | https://www.reddit.com/r/LocalLLaMA/comments/1b1hv0g/tips_on_optimization_when_loading_gguf_models/ | weedcommander | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1hv0g | false | null | t3_1b1hv0g | /r/LocalLLaMA/comments/1b1hv0g/tips_on_optimization_when_loading_gguf_models/ | false | false | 9 | null | |
Playground v2.5 Text-to-Image Released as Open Weights | 55 | 2024-02-27T17:32:53 | https://x.com/Suhail/status/1762529419909074956?s=20 | austinhale | x.com | 1970-01-01T00:00:00 | 0 | {} | 1b1hoqm | false | null | t3_1b1hoqm | /r/LocalLLaMA/comments/1b1hoqm/playground_v25_texttoimage_released_as_open/ | false | false | 55 | {'enabled': False, 'images': [{'id': 'wNhh25ieIFCswrFAQSmvlzC3cbPRBDO6eG1Zkedc-9Q', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/SqCpWIeFWx_Tsu4syCD7LzebERaMIGWHQTMV-ixopuM.jpg?width=108&crop=smart&auto=webp&s=49b07b2c9a19b0ae331233d236544c6c69fa0e63', 'width': 108}, {'height': 121, 'url': 'h... | ||
48 threads and 512 gb ram OR a gtx 3090? | 5 | I found a used server with 2x xeon 2650 V4s and 512 ddr4 ram. A single chip has 12 cores and 24 threads, It supports 4 memory channels up to 51.2 GB/s which is pretty good. It's selling for $500.
For running large models (> 100B) would this be a good buy or a single 3090?
24gb VRAM is nowhere near 512gb SDRAM but its ... | 2024-02-27T17:25:45 | https://www.reddit.com/r/LocalLLaMA/comments/1b1hi4d/48_threads_and_512_gb_ram_or_a_gtx_3090/ | oldusernumber1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1hi4d | false | null | t3_1b1hi4d | /r/LocalLLaMA/comments/1b1hi4d/48_threads_and_512_gb_ram_or_a_gtx_3090/ | false | false | self | 5 | null |
In-browser video object detection w/ YOLOv9 and Transformers.js | 70 | 2024-02-27T17:19:32 | https://v.redd.it/ywbi66icu5lc1 | xenovatech | /r/LocalLLaMA/comments/1b1hcl1/inbrowser_video_object_detection_w_yolov9_and/ | 1970-01-01T00:00:00 | 0 | {} | 1b1hcl1 | false | {'reddit_video': {'bitrate_kbps': 1200, 'dash_url': 'https://v.redd.it/ywbi66icu5lc1/DASHPlaylist.mpd?a=1711775978%2CZGY0ZDQzYWE2ZTQzNDc5OTM5MjQ2YTY0ZGRmNzM4MGE3ZmRjODZmNGNlY2I2NDdmNTY4MDZlYzViNTI2MmE0Yw%3D%3D&v=1&f=sd', 'duration': 14, 'fallback_url': 'https://v.redd.it/ywbi66icu5lc1/DASH_480.mp4?source=fallback', 'ha... | t3_1b1hcl1 | /r/LocalLLaMA/comments/1b1hcl1/inbrowser_video_object_detection_w_yolov9_and/ | false | false | 70 | {'enabled': False, 'images': [{'id': 'NG9kNjI0bjN3NWxjMSDvWUeL9CvHVthNmZGpSHGhrx6yZU5Df5nkj3-8_0ly', 'resolutions': [{'height': 86, 'url': 'https://external-preview.redd.it/NG9kNjI0bjN3NWxjMSDvWUeL9CvHVthNmZGpSHGhrx6yZU5Df5nkj3-8_0ly.png?width=108&crop=smart&format=pjpg&auto=webp&s=1204199e30f9a9a9fb083e313a9bddb2b6210... | ||
Is Microsoft using Mistral as a Hedge against OpenAI? | 173 | 2024-02-27T17:18:48 | https://v.redd.it/ocbzluzuv5lc1 | GodCREATOR333 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1b1hbw8 | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/ocbzluzuv5lc1/DASHPlaylist.mpd?a=1711646342%2CNDkyOWEzOGM0MTU5YzMxYWQ5Y2EyM2M0OTYzN2NiZGNiNzg5MGE1Mjc2MDRiM2U3MjhmZDY1MDRlYmYyOTJkYQ%3D%3D&v=1&f=sd', 'duration': 60, 'fallback_url': 'https://v.redd.it/ocbzluzuv5lc1/DASH_720.mp4?source=fallback', 'ha... | t3_1b1hbw8 | /r/LocalLLaMA/comments/1b1hbw8/is_microsoft_using_mistral_as_a_hedge_against/ | false | false | 173 | {'enabled': False, 'images': [{'id': 'c2FtbmJoenl2NWxjMfpnPD9SUOAnpHmwS4ZqRdoaXYhx0fI-gXbt2pc9T3tF', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/c2FtbmJoenl2NWxjMfpnPD9SUOAnpHmwS4ZqRdoaXYhx0fI-gXbt2pc9T3tF.png?width=108&crop=smart&format=pjpg&auto=webp&s=a67532b7c6afd42a9e9a7eb59753e7011baf5... | ||
I can't find Long-Context Mistral Instruct fine tunes. | 1 | [removed] | 2024-02-27T17:17:05 | https://www.reddit.com/r/LocalLLaMA/comments/1b1haav/i_cant_find_longcontext_mistral_instruct_fine/ | Voxandr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1haav | false | null | t3_1b1haav | /r/LocalLLaMA/comments/1b1haav/i_cant_find_longcontext_mistral_instruct_fine/ | false | false | self | 1 | null |
The open-source AI community can build impactful datasets collectively | 21 | A couple of weeks ago, I [shared](https://www.reddit.com/r/LocalLLaMA/comments/1ap60w3/data_is_better_together_an_effort_to_collectively/) "Data is Better Together", a collaborative effort between Argilla and Hugging Face to experiment with collectively creating useful datasets.
We've just shared a V1 dataset emerging... | 2024-02-27T17:06:43 | https://www.reddit.com/r/LocalLLaMA/comments/1b1h0ze/the_opensource_ai_community_can_build_impactful/ | dvanstrien | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1h0ze | false | null | t3_1b1h0ze | /r/LocalLLaMA/comments/1b1h0ze/the_opensource_ai_community_can_build_impactful/ | false | false | self | 21 | {'enabled': False, 'images': [{'id': 'wchSyWn63JgRYaCsBKThO7wG3OD5P0x_Q3uRg2_t8Eg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/iO7xxUVJXbG3PVvUfwALhPKmRrNqvyLRs2pmUBDCVuY.jpg?width=108&crop=smart&auto=webp&s=f83987efc417693068518d9e5d8744cb25fed150', 'width': 108}, {'height': 116, 'url': 'h... |
The definite correct miqu prompt | 72 | After reading some discussion on HF about what was the correct prompt for miqu, I decided to do my own testing, taking into account what was discovered and discussed. I first checked and confirmed the \[INST\] and \[/INST\] where the best delimiters to use. Then I went through all the combinations of using those (or no... | 2024-02-27T17:03:08 | https://www.reddit.com/r/LocalLLaMA/comments/1b1gxmq/the_definite_correct_miqu_prompt/ | ex-arman68 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1gxmq | false | null | t3_1b1gxmq | /r/LocalLLaMA/comments/1b1gxmq/the_definite_correct_miqu_prompt/ | false | false | self | 72 | null |
To teach language to an Artificial Intelligence model | 1 | I have a favorite artificial intelligence model in my possession. I want to teach this model a language. How can I accomplish this in a simple and easy way? I would appreciate your assistance. | 2024-02-27T16:59:38 | https://www.reddit.com/r/LocalLLaMA/comments/1b1gu2s/to_teach_language_to_an_artificial_intelligence/ | CevreMuhendisi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1gu2s | false | null | t3_1b1gu2s | /r/LocalLLaMA/comments/1b1gu2s/to_teach_language_to_an_artificial_intelligence/ | false | false | self | 1 | null |
I'm fed up with how rampant censorship has become across nearly every platform and model | 1 | [removed] | 2024-02-27T16:20:28 | https://www.reddit.com/r/LocalLLaMA/comments/1b1fui0/im_fed_up_with_how_rampant_censorship_has_become/ | iNf1iCTA | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1fui0 | false | null | t3_1b1fui0 | /r/LocalLLaMA/comments/1b1fui0/im_fed_up_with_how_rampant_censorship_has_become/ | false | false | self | 1 | null |
Any cheap way to serve multimodal models with high throughput? | 1 | Hello,
For LLMs we have range of options like Vllm and TGI to have high throughput.
However, I couldn't find any resources for high throughput for Multimodals like Qwen VL Max, Llava etc. Even services like TogetherAI does not support them.
Is there any solution? | 2024-02-27T16:20:16 | https://www.reddit.com/r/LocalLLaMA/comments/1b1fub8/any_cheap_way_to_serve_multimodal_models_with/ | Euphoric-Nebula-4559 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1fub8 | false | null | t3_1b1fub8 | /r/LocalLLaMA/comments/1b1fub8/any_cheap_way_to_serve_multimodal_models_with/ | false | false | self | 1 | null |
no other model perform above PHI-2 (below 5B) | 38 | I have been working and trying to get some tiny LLMs that fit and run fine on the CPU and fine-tuning them I have fine-tuned more than 8 known LLMs (gemma-2b and qwen1.5 - 4B included) that perform well on some tasks like coding debugging and logical reasoning I have fine-tuned them with GPT-4 dataset provided by Ope... | 2024-02-27T15:33:11 | https://www.reddit.com/r/LocalLLaMA/comments/1b1eohd/no_other_model_perform_above_phi2_below_5b/ | Erfanzar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1eohd | false | null | t3_1b1eohd | /r/LocalLLaMA/comments/1b1eohd/no_other_model_perform_above_phi2_below_5b/ | 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... |
Thought Exercise: How far can the Open Source community alone take AI? | 1 | [removed] | 2024-02-27T15:26:43 | https://www.reddit.com/r/LocalLLaMA/comments/1b1eitj/thought_exercise_how_far_can_the_open_source/ | SomeOddCodeGuy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1eitj | false | null | t3_1b1eitj | /r/LocalLLaMA/comments/1b1eitj/thought_exercise_how_far_can_the_open_source/ | false | false | self | 1 | null |
Is 96GB of DDR5 6800Hz RAM enough for training? | 4 | I have my PC that I built last year for local training of all kinds of AI and ML project for batchelors and Masters.
I went with 96GB of fast RAM thinking that it would be more than enough, but I've been seeing that people recommend at least 128GB for training and interfacing.
I'm very likely to get a grant/s for res... | 2024-02-27T15:10:45 | https://www.reddit.com/r/LocalLLaMA/comments/1b1e4z8/is_96gb_of_ddr5_6800hz_ram_enough_for_training/ | PitchBlack4 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1e4z8 | false | null | t3_1b1e4z8 | /r/LocalLLaMA/comments/1b1e4z8/is_96gb_of_ddr5_6800hz_ram_enough_for_training/ | false | false | self | 4 | null |
Fine tuning LLM for NetOps / Networks ? | 3 | Diving Into LLM for Network Automation - Need Guidance!
I'm stepping into the LLM world, aiming to merge my expertise in network automation (think custom python Ansible playbooks for switch, route, and firewalls) with the power of Large Language Models. My journey has just begun with local LLMs via Open WebUl, but I'm... | 2024-02-27T14:58:51 | https://www.reddit.com/r/LocalLLaMA/comments/1b1du89/fine_tuning_llm_for_netops_networks/ | sudo1385 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1du89 | false | null | t3_1b1du89 | /r/LocalLLaMA/comments/1b1du89/fine_tuning_llm_for_netops_networks/ | false | false | self | 3 | null |
Building a Prediction Market: Sharing Profits with AI Model Developers - Your Thoughts Needed | 1 | Building a new prediction market, we're eyeing sports as our starting point. The goal? To forge a space where creators of machine learning models earn rewards for their innovative work.
Does anyone know if there's a model out there that can sharpen users' parlay picks? And if such a model exists, how plausible is it t... | 2024-02-27T14:56:27 | https://www.reddit.com/r/LocalLLaMA/comments/1b1dsdl/building_a_prediction_market_sharing_profits_with/ | wrightpt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1dsdl | false | null | t3_1b1dsdl | /r/LocalLLaMA/comments/1b1dsdl/building_a_prediction_market_sharing_profits_with/ | false | false | self | 1 | null |
Need help selecting platform for fine tuning 7B model. | 4 | I hate Colab free and Colab pro as much as the next person, it randomly disconnects your runtime without warning and doesn't allow us to close the session gracefully, but, is "Colab Pro+" the cheapest service out there for PEFT, LORA or full fine tuning upto 7B models on A100?
​
\- If you purchase Colab pro+ f... | 2024-02-27T14:50:27 | https://www.reddit.com/r/LocalLLaMA/comments/1b1dngc/need_help_selecting_platform_for_fine_tuning_7b/ | dark_surfer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1dngc | false | null | t3_1b1dngc | /r/LocalLLaMA/comments/1b1dngc/need_help_selecting_platform_for_fine_tuning_7b/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'SexSKgefcGvZriFm7CQ1jEqn6X8atg01pPEAGWDcZWc', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/rhKWyDtsRD5hjesimDPeTaVgNCQT3WhIeBHBPPWhj4c.jpg?width=108&crop=smart&auto=webp&s=a58096481222ef414bbd85b373a14b3cf555a7bd', 'width': 108}, {'height': 112, 'url': 'h... |
Load code llama 70B on 3 24 GB GPUs | 2 | I am trying to load 70B quantized model on 3 24gb GPUs but I am not able to load it. I am using RTX 4090 GPUs only. I am receiving an error like "CUDA out of memory" exception. Is it possible to load 70B quantized model on 3 24GB GPUs? | 2024-02-27T13:54:17 | https://www.reddit.com/r/LocalLLaMA/comments/1b1cdwc/load_code_llama_70b_on_3_24_gb_gpus/ | DangerousDiver4840 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1cdwc | false | null | t3_1b1cdwc | /r/LocalLLaMA/comments/1b1cdwc/load_code_llama_70b_on_3_24_gb_gpus/ | false | false | self | 2 | null |
Did Transformers/PEFT VRAM handling regress for dual GPU training? | 2 | I was able to do a 70B QLoRA training run on 32 rank with 4096 context in Axolotl a few months ago on 2x3090.
Trying the exact same configuration with the latest codebase (which includes newer Transformers/PEFT/etc libs), I hit OOM once training begins, each time.
I even dropped context size a little to see if I was ... | 2024-02-27T13:44:16 | https://www.reddit.com/r/LocalLLaMA/comments/1b1c662/did_transformerspeft_vram_handling_regress_for/ | blepcoin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1c662 | false | null | t3_1b1c662 | /r/LocalLLaMA/comments/1b1c662/did_transformerspeft_vram_handling_regress_for/ | false | false | self | 2 | null |
Qwen1.5 Official Docs released! | 68 | 2024-02-27T13:34:11 | https://qwen.readthedocs.io/ | bratao | qwen.readthedocs.io | 1970-01-01T00:00:00 | 0 | {} | 1b1byna | false | null | t3_1b1byna | /r/LocalLLaMA/comments/1b1byna/qwen15_official_docs_released/ | false | false | default | 68 | null | |
SLERP, TIES, DARE ... ? | 1 | I'm quite new to LLMs and have been trying most 7B's from huggingface.
Lately I'm seeing lots of models using different merge methods (slerp etc). I've tried reading about them in the mergekit readme but... vectors, spherical interpolation? Ahem. Can somebody please ELI5 how they compare to each other so that I can ch... | 2024-02-27T13:30:26 | https://www.reddit.com/r/LocalLLaMA/comments/1b1bvr7/slerp_ties_dare/ | TheGlobinKing | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1bvr7 | false | null | t3_1b1bvr7 | /r/LocalLLaMA/comments/1b1bvr7/slerp_ties_dare/ | false | false | self | 1 | null |
Merging a model with itself - does it improve performance? | 7 | Hi there has anyone tried merging a model with itself?
Did it have any benefits?
I know SOLAR was created as a Pass-through Frankenmerge from the same model, but does it bring any benefits if you use "regular" merging like Slerp or ties that doesn't affect the parameter count? | 2024-02-27T13:03:19 | https://www.reddit.com/r/LocalLLaMA/comments/1b1bcdc/merging_a_model_with_itself_does_it_improve/ | Frequent_Valuable_47 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1bcdc | false | null | t3_1b1bcdc | /r/LocalLLaMA/comments/1b1bcdc/merging_a_model_with_itself_does_it_improve/ | false | false | self | 7 | null |
Is there a sequential group chat tool for LLMs? Me -> LLM 1 -> LLM 2 | 9 | Sadly Github doesn't have a semantic search capability 😢
I want to interact with multiple LLMs at the same time.
**Parallel chat:**
I write message. I see responses from each LLM that are unrelated to each other.
OpenRouter, OpenAOE appears to be doing that.
**Sequential chat:**
I write a message. LLM #1 writes ... | 2024-02-27T12:51:45 | https://www.reddit.com/r/LocalLLaMA/comments/1b1b3yu/is_there_a_sequential_group_chat_tool_for_llms_me/ | gintrux | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1b3yu | false | null | t3_1b1b3yu | /r/LocalLLaMA/comments/1b1b3yu/is_there_a_sequential_group_chat_tool_for_llms_me/ | false | false | self | 9 | null |
What are good cloud platforms to full fine-tune 7B models? | 1 | Assuming that LORA is not enough for me, and I need a full fine-tune. I understand I need 84GB of GPU VRAM.
Since I am just starting out, I am looking for something that is affordable and can get me going quickly.
What can I expect intents of cost for doing this as well?
Please help recommend.
| 2024-02-27T12:43:08 | https://www.reddit.com/r/LocalLLaMA/comments/1b1ay30/what_are_good_cloud_platforms_to_full_finetune_7b/ | DrJokeTech | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1ay30 | false | null | t3_1b1ay30 | /r/LocalLLaMA/comments/1b1ay30/what_are_good_cloud_platforms_to_full_finetune_7b/ | false | false | self | 1 | null |
Whats the CLI command to read document.txt using llama.ccp? | 5 | Whats the CLI command to read document.txt when using llama.ccp? For example with:
./main -ngl 35 -m mistral-7b-instruct-v0.2.Q5_K_S.gguf --color -c 32768 --temp 0.7 --repeat_penalty 1.1 -n -1 -p "<s>[INST]$user_prompt[/INST]"
Have tried 'cat document.txt | .main .....'. | 2024-02-27T12:41:33 | https://www.reddit.com/r/LocalLLaMA/comments/1b1awzp/whats_the_cli_command_to_read_documenttxt_using/ | yogibjorn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1awzp | false | null | t3_1b1awzp | /r/LocalLLaMA/comments/1b1awzp/whats_the_cli_command_to_read_documenttxt_using/ | false | false | self | 5 | null |
Why an 18GB model occupies close to 30GB of RAM space? | 45 | My windows idle RAM usage is about 6GB. I thought that a 20GB model should easily fit to 32GB of system memory, but I can't load the model without gpu offloading because RAM gets full. A'm I doing something wrong?
https://preview.redd.it/j7ritoh7h4lc1.jpg?width=1516&format=pjpg&auto=webp&s=dbc26a7910037ee41399a770ecb... | 2024-02-27T12:34:57 | https://www.reddit.com/r/LocalLLaMA/comments/1b1asnk/why_an_18gb_model_occupies_close_to_30gb_of_ram/ | Terminus_T | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1asnk | false | null | t3_1b1asnk | /r/LocalLLaMA/comments/1b1asnk/why_an_18gb_model_occupies_close_to_30gb_of_ram/ | false | false | 45 | null | |
Any Local Web Element Recognition setup? | 2 | Hello,
So idea is using a model that given a website screenshot can recognize the parts of it, like the meta segment anything thing, combined with an llm with access to the html or alike that can identify the correspondent web element, do you guys know of some open source setup like this or any resource to share? Tha... | 2024-02-27T12:29:50 | https://www.reddit.com/r/LocalLLaMA/comments/1b1ap2y/any_local_web_element_recognition_setup/ | Exarch_Maxwell | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1ap2y | false | null | t3_1b1ap2y | /r/LocalLLaMA/comments/1b1ap2y/any_local_web_element_recognition_setup/ | false | false | self | 2 | null |
A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models | 11 | **Paper**: [https://arxiv.org/abs/2401.01313](https://arxiv.org/abs/2401.01313)
**Abstract**:
>As Large Language Models (LLMs) continue to advance in their ability to write human-like text, a key challenge remains around their tendency to hallucinate generating content that appears factual but is ungrounded. This iss... | 2024-02-27T10:53:56 | https://www.reddit.com/r/LocalLLaMA/comments/1b1937p/a_comprehensive_survey_of_hallucination/ | SunsetOneSix | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1937p | false | null | t3_1b1937p | /r/LocalLLaMA/comments/1b1937p/a_comprehensive_survey_of_hallucination/ | false | false | self | 11 | null |
Is krutrim AI a hoax? | 1 | I tried multiple open source and close source llms, but I am yet to try krutrim. Though has been a lot of marketing that been done. What are you initial thoughts about their tech quality? | 2024-02-27T10:52:27 | https://www.reddit.com/r/LocalLLaMA/comments/1b192hn/is_krutrim_ai_a_hoax/ | Silver_Glass_5655 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b192hn | false | null | t3_1b192hn | /r/LocalLLaMA/comments/1b192hn/is_krutrim_ai_a_hoax/ | false | false | self | 1 | null |
TK based GUI for gpt4all | 3 | I built a simple TK based user interface for gpt4all using the Python bindings for gpt4all.
My intention was to have a very slim UI supporting copy/paste of multi-line text, start/stop inference, and to have maximum resources available for local inference. Another requirement was that it should work fast over network... | 2024-02-27T10:52:08 | https://www.reddit.com/r/LocalLLaMA/comments/1b192c1/tk_based_gui_for_gpt4all/ | DocWolle | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b192c1 | false | null | t3_1b192c1 | /r/LocalLLaMA/comments/1b192c1/tk_based_gui_for_gpt4all/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'axF2yOs8GqGF_me1sqGJ3l0GtD74R4TIi9kQ4KGJhN8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/ru2k3js_SQu3An6cxk9jMrnjVZvuATxXAH_NuYQG5mA.jpg?width=108&crop=smart&auto=webp&s=53012756d9091ca358ac69fff7f39dbf7e882bb9', 'width': 108}, {'height': 108, 'url': 'h... |
Need Help Optimizing Language Model Performance on Nvidia Jetson AGX Xavier
| 2 | Hello everyone,
I'm currently working on a project involving various language models and I'm trying to benchmark their computation requirements, GPU utilization, and inference times on an Nvidia Jetson AGX Xavier. My goal is to efficiently run these models, but I've hit a few roadblocks and could use some advice.
So ... | 2024-02-27T10:37:23 | https://www.reddit.com/r/LocalLLaMA/comments/1b18ts7/need_help_optimizing_language_model_performance/ | iamnotdeadnuts | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b18ts7 | false | null | t3_1b18ts7 | /r/LocalLLaMA/comments/1b18ts7/need_help_optimizing_language_model_performance/ | false | false | self | 2 | null |
Recap: First Large Language Models in Physics Symposium | 39 | I just came back from the [First Large Language Models in Physics Symposium](https://indico.desy.de/event/38849/);
I didn't know what to expect but I wanted to attend because I am both a physicist and one of the developers behind llama.cpp.
But the quality of both the presentations and the discussions turned out to be ... | 2024-02-27T10:35:10 | https://www.reddit.com/r/LocalLLaMA/comments/1b18sma/recap_first_large_language_models_in_physics/ | Remove_Ayys | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b18sma | false | null | t3_1b18sma | /r/LocalLLaMA/comments/1b18sma/recap_first_large_language_models_in_physics/ | false | false | self | 39 | {'enabled': False, 'images': [{'id': 'GHCv426-dpqvKvABTmMJZSt44UMRjfxBv5cPsMMgZJw', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/ZH2OxfNUwPP81eECtIfpE1Ap1UuWIOp3V-Xbhlu-NFI.jpg?width=108&crop=smart&auto=webp&s=30d601d767abbfd2d70e3e8ea752230fc817b722', 'width': 108}, {'height': 216, 'url': '... |
Is finetuneing Llama 2 with 2 RTX 4090 possible? | 3 | I am currently working on fine-tuning the Llama-2-7b-chat-hf model using a custom dataset and utilizing two RTX 4090 GPUs for this process. Despite experimenting with various approaches, I consistently encounter a "CUDA out of memory" error. Given the hardware at my disposal, I am trying to determine whether the issue ... | 2024-02-27T10:02:37 | https://www.reddit.com/r/LocalLLaMA/comments/1b18b71/is_finetuneing_llama_2_with_2_rtx_4090_possible/ | confusedguy1395 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b18b71 | false | null | t3_1b18b71 | /r/LocalLLaMA/comments/1b18b71/is_finetuneing_llama_2_with_2_rtx_4090_possible/ | false | false | self | 3 | null |
Are there any 7B or 13B models that can reliably select from a list of actions in a consistent format? | 6 | Example prompt:
> [some kind of problem or context for the actions]
> Of the following options, reply with the corresponding number for the appropriate action and nothing else:
> 1. action one
> 2. action two
> 3. action three
Then you could make an AutoGPT-type program like so:
switch ( model_output ) {
... | 2024-02-27T10:01:35 | https://www.reddit.com/r/LocalLLaMA/comments/1b18anh/are_there_any_7b_or_13b_models_that_can_reliably/ | RedditPolluter | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b18anh | false | null | t3_1b18anh | /r/LocalLLaMA/comments/1b18anh/are_there_any_7b_or_13b_models_that_can_reliably/ | false | false | self | 6 | null |
Mistral changing and then reversing website changes | 436 | 2024-02-27T09:56:51 | nanowell | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1b18817 | false | null | t3_1b18817 | /r/LocalLLaMA/comments/1b18817/mistral_changing_and_then_reversing_website/ | false | false | 436 | {'enabled': True, 'images': [{'id': 'ZrIzgXvKt7DC43EOd_kzVj-fTPV_GO-A6uGJ79-I60M', 'resolutions': [{'height': 180, 'url': 'https://preview.redd.it/evfrjmi4p3lc1.jpeg?width=108&crop=smart&auto=webp&s=37d5d3114cd6981cf6c477da9988ea5cde65ec77', 'width': 108}, {'height': 360, 'url': 'https://preview.redd.it/evfrjmi4p3lc1.j... | |||
Has anyone tried Predibase? | 1 | They recently launched serverless finetuned inference, with warm starts since they only load the adapter in memory. Moreover the rate limits for enterprise appear to be 100 requests/sec, that is much higher than the rates from OpenAI.
It sounds awesome and is exactly what my startup needs, has anyone tried it, is it r... | 2024-02-27T09:48:26 | https://www.reddit.com/r/LocalLLaMA/comments/1b183pw/has_anyone_tried_predibase/ | EnnioEvo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b183pw | false | null | t3_1b183pw | /r/LocalLLaMA/comments/1b183pw/has_anyone_tried_predibase/ | false | false | self | 1 | null |
Deploy Mistral Large to Azure and create a conversation with Python and LangChain | 3 | [Mistral AI ](https://mistral.ai/)has recently unveiled its most advanced open-source large language model (LLM) yet, [Mistral Large](https://mistral.ai/news/mistral-large/), alongside its ChatGPT competitor, [Le Chat (beta)](https://chat.mistral.ai/chat). Le Chat includes other models such as Next, and Small, to let y... | 2024-02-27T09:35:48 | https://www.reddit.com/r/LocalLLaMA/comments/1b17xg7/deploy_mistral_large_to_azure_and_create_a/ | raoufchebri | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b17xg7 | false | null | t3_1b17xg7 | /r/LocalLLaMA/comments/1b17xg7/deploy_mistral_large_to_azure_and_create_a/ | false | false | self | 3 | null |
LLMs from external SSDs? | 9 | So I am buying a new MacBook (M3 Max 16/40 128GB) with one of side goals of this purchase being running local LLMs. The thing is knowing Apple, they overcharge for storage, so I am thinking, is it realistic to run an LLM through a fast external drive (like a 990 EVO in a thunderbolt enclosure)?
I am reaching the end o... | 2024-02-27T08:55:40 | https://www.reddit.com/r/LocalLLaMA/comments/1b17d8j/llms_from_external_ssds/ | Dr_Superfluid | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b17d8j | false | null | t3_1b17d8j | /r/LocalLLaMA/comments/1b17d8j/llms_from_external_ssds/ | false | false | self | 9 | null |
Looking for an uncensored model card for inquiry and information | 1 | I'm looking for a good uncensored model card. Most of what I find are uncensored chat or roleplay ai, with the main intent being unrestricted roleplay. I however just want to be able to discuss and inquire about anything without being dismissed based on "sensitivity", "respectfulness", etc. I want a brutally honest but... | 2024-02-27T08:13:01 | https://www.reddit.com/r/LocalLLaMA/comments/1b16r8s/looking_for_an_uncensored_model_card_for_inquiry/ | JasminePoly | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b16r8s | false | null | t3_1b16r8s | /r/LocalLLaMA/comments/1b16r8s/looking_for_an_uncensored_model_card_for_inquiry/ | false | false | nsfw | 1 | null |
Best settings for MBP 128GB RAM | 1 | Hello,
I recently bought a new MBP M3 Max with 16-Core CPU, 40-Core GPU, 16-Core Neural Engine.
I have to extract some information from quite long documents (around 100 pages each) and have to do this locally as the content is quite sensitive.
I played around with LM Studio and 70b models like Senku 70b Q5 and 32K c... | 2024-02-27T07:51:09 | https://www.reddit.com/r/LocalLLaMA/comments/1b16ezu/best_settings_for_mbp_128gb_ram/ | zen-rfp | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b16ezu | false | null | t3_1b16ezu | /r/LocalLLaMA/comments/1b16ezu/best_settings_for_mbp_128gb_ram/ | false | false | 1 | null | |
Open-sourcing my offline, open-source RAG app | 245 | 2024-02-27T07:01:13 | https://v.redd.it/74bo2vlqt2lc1 | jonfairbanks | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1b15n6j | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/74bo2vlqt2lc1/DASHPlaylist.mpd?a=1711609288%2CZGNkZTc4YjliYjcwOGNlZDU4NzQwYmYzYmU2YjhlOGNlMzNhYzcyNmMwODgzNjgyOWFhMDc3ODhmMzE1N2EwNQ%3D%3D&v=1&f=sd', 'duration': 30, 'fallback_url': 'https://v.redd.it/74bo2vlqt2lc1/DASH_720.mp4?source=fallback', 'ha... | t3_1b15n6j | /r/LocalLLaMA/comments/1b15n6j/opensourcing_my_offline_opensource_rag_app/ | false | false | 245 | {'enabled': False, 'images': [{'id': 'MnE3d3dhZ3N0MmxjMRXV1E3XZsbRsy9yMgxpBW8Lfh3LsMf5UP5MMAC8ZGlN', 'resolutions': [{'height': 62, 'url': 'https://external-preview.redd.it/MnE3d3dhZ3N0MmxjMRXV1E3XZsbRsy9yMgxpBW8Lfh3LsMf5UP5MMAC8ZGlN.png?width=108&crop=smart&format=pjpg&auto=webp&s=9bc0446c5c581fa645debd83b4d1176f1bb4a... | ||
Are instruction fine-tuned models trained on multiple different system prompts? | 6 | I'm currently surveying some open source instruction finetuning datasets and I'm kinda confused about how exactly to handle system prompt. I understand that there are usually three parts in a prompt: system, instruction/user input and expected output.
However, in a lot of datasets do not include a system prompt (e.g. ... | 2024-02-27T06:55:33 | https://www.reddit.com/r/LocalLLaMA/comments/1b15jto/are_instruction_finetuned_models_trained_on/ | scienceotaku68 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b15jto | false | null | t3_1b15jto | /r/LocalLLaMA/comments/1b15jto/are_instruction_finetuned_models_trained_on/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'VpWaYyR4ZmLDDFqMYLX2wun8Zb83JDNiBx3eWP7kfpE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/q3rOCFoWZ5ST1nvbqRAF3LS4V7PXC-8MLK7xzwgh7n8.jpg?width=108&crop=smart&auto=webp&s=0a56b4e9e5582de7f19d4b0b6fa8493fbe30a4ad', 'width': 108}, {'height': 116, 'url': 'h... |
Fine tuning llm with code reviews | 5 | I have a bunch of PRs and reviewed comment at various stages. Could I fine tune a llm on these reviews and eventually be able to reviews new PRs to some degree??
If yes, how could one go about doing this??
I am a noob to the world of AI/ML/LLMs, with that in mind any kind of input would be highly appreciated!
Than... | 2024-02-27T06:54:02 | https://www.reddit.com/r/LocalLLaMA/comments/1b15iyp/fine_tuning_llm_with_code_reviews/ | Ok-Vermicelli9298 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b15iyp | false | null | t3_1b15iyp | /r/LocalLLaMA/comments/1b15iyp/fine_tuning_llm_with_code_reviews/ | false | false | self | 5 | null |
What models are best to run on an RTX 4080? | 1 | Fair warning, I’m extremely new to this, so I’m learning as I go.
I’m aiming for a model that has a decent inference speed, is as accurate as possible in its replies, has minimal hallucinations, has a good dataset of information and is uncensored as much as possible.
I have had the most luck with Mistral 7B Instruct ... | 2024-02-27T06:45:37 | https://www.reddit.com/r/LocalLLaMA/comments/1b15e5m/what_models_are_best_to_run_on_an_rtx_4080/ | Reactor-Licker | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b15e5m | false | null | t3_1b15e5m | /r/LocalLLaMA/comments/1b15e5m/what_models_are_best_to_run_on_an_rtx_4080/ | false | false | self | 1 | null |
Why are GPUs so incredibly cheap to rent compared to their purchase price? | 100 | Last time I rented power tools (a hammer drill and a belt sander), the daily rental price was about 10% of the purchase price of the tool. I've seen similar ratios for expensive electronics like professional camera equipment, where renting a RED or Blackmagic camera system for 2-3 weeks will cost about the same as buyi... | 2024-02-27T06:28:40 | https://www.reddit.com/r/LocalLLaMA/comments/1b153p0/why_are_gpus_so_incredibly_cheap_to_rent_compared/ | -p-e-w- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b153p0 | false | null | t3_1b153p0 | /r/LocalLLaMA/comments/1b153p0/why_are_gpus_so_incredibly_cheap_to_rent_compared/ | false | false | self | 100 | null |
LLM for React agent? | 4 | What are the best local LLMs right now for use in a ReAct agent? I tried quite a few and just cant get it to use tools with LlamaIndex's ReAct agents.
Is using LlamaIndex's ReActAgent the easiest way to get started?
Have you found any models and React system prompts that work well together at calling the tools? | 2024-02-27T06:18:34 | https://www.reddit.com/r/LocalLLaMA/comments/1b14xj7/llm_for_react_agent/ | gptzerozero | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b14xj7 | false | null | t3_1b14xj7 | /r/LocalLLaMA/comments/1b14xj7/llm_for_react_agent/ | false | false | self | 4 | null |
MockLLM for VectorStoreIndex from Huggingface | 3 | I am currently building a small RAG application with a ChromaDB with Huggingface stuff.
It works perfect, but I have a question.
Currently I use this for
Settings.llm = MockLLM(max_tokens=256)
Settings.embed_model = HuggingFaceEmbedding(model_name="BAAI/bge-large-en-v1.5")
...
index =... | 2024-02-27T05:43:19 | https://www.reddit.com/r/LocalLLaMA/comments/1b14aov/mockllm_for_vectorstoreindex_from_huggingface/ | silvanoluciano | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b14aov | false | null | t3_1b14aov | /r/LocalLLaMA/comments/1b14aov/mockllm_for_vectorstoreindex_from_huggingface/ | false | false | self | 3 | null |
InstructEdit: Instruction-based Knowledge Editing for Large Language Models | 9 | 2024-02-27T05:21:28 | https://arxiv.org/abs/2402.16123 | ninjasaid13 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1b13wmv | false | null | t3_1b13wmv | /r/LocalLLaMA/comments/1b13wmv/instructedit_instructionbased_knowledge_editing/ | false | false | default | 9 | null | |
Mark Zuckerberg with a fantastic, insightful reply in a podcast on why he really believes in open-source models. | 506 | I heard this exchange in the Morning Brew Daily podcast, and I thought of the LocalLlama community. Like many people here, I'm really optimistic for Llama 3, and I found Mark's comments very encouraging.
Link is below, but there is text of the exchange in case you can't access the video for whatever reason.
ht... | 2024-02-27T03:58:06 | https://www.reddit.com/r/LocalLLaMA/comments/1b12bl5/mark_zuckerberg_with_a_fantastic_insightful_reply/ | aegis | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b12bl5 | false | null | t3_1b12bl5 | /r/LocalLLaMA/comments/1b12bl5/mark_zuckerberg_with_a_fantastic_insightful_reply/ | false | false | self | 506 | {'enabled': False, 'images': [{'id': 'tZuUWk3iHGDRRfPNP9QlbyC1SNrXT7vQLpa7z7ZZp9s', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/5yyjU1bptTNkkWiSYHriSJr0HZXSSCZ-2K6EzFTYzAc.jpg?width=108&crop=smart&auto=webp&s=6f4bcc0d5eba7210184168566a26e819b761d23e', 'width': 108}, {'height': 162, 'url': 'h... |
How to extract specific information with prompts? | 1 | Sorry for the very basic question but I am trying to use mistral 7b instruct where I give it a string of text and ask it to tell me the persons name and persons age from the text.
I am just trying to use Hf and transformers but cannot seem to write the prompt correctly. Could someone help me with how to write this pro... | 2024-02-27T03:46:12 | https://www.reddit.com/r/LocalLLaMA/comments/1b1239o/how_to_extract_specific_information_with_prompts/ | Greedy-Key4958 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b1239o | false | null | t3_1b1239o | /r/LocalLLaMA/comments/1b1239o/how_to_extract_specific_information_with_prompts/ | false | false | self | 1 | null |
Mistral Large available on Poe | 1 | 2024-02-27T03:27:29 | https://poe.com/Mistral-Large | WaterdanceAC | poe.com | 1970-01-01T00:00:00 | 0 | {} | 1b11pim | false | null | t3_1b11pim | /r/LocalLLaMA/comments/1b11pim/mistral_large_available_on_poe/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'vJJwK-rfITAsVDc92LWeTLs-NQIKjqa-CaBoxjaIBQE', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/BUVlyZQyzy5c04Ql6p2LOVm8k249xfj2oqrN8CoJE-Q.jpg?width=108&crop=smart&auto=webp&s=45771336ceca5f1cd02b6e8e14d58f16c6791eff', 'width': 108}], 'source': {'height': 20... | ||
Mark Zuckerberg with a fantastic, insightful reply in a podcast on why he really believes in open-source models. | 1 | [removed] | 2024-02-27T02:14:57 | https://www.reddit.com/r/LocalLLaMA/comments/1b106b4/mark_zuckerberg_with_a_fantastic_insightful_reply/ | aegis | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b106b4 | false | null | t3_1b106b4 | /r/LocalLLaMA/comments/1b106b4/mark_zuckerberg_with_a_fantastic_insightful_reply/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'tZuUWk3iHGDRRfPNP9QlbyC1SNrXT7vQLpa7z7ZZp9s', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/5yyjU1bptTNkkWiSYHriSJr0HZXSSCZ-2K6EzFTYzAc.jpg?width=108&crop=smart&auto=webp&s=6f4bcc0d5eba7210184168566a26e819b761d23e', 'width': 108}, {'height': 162, 'url': 'h... |
What I could do pros and cons with this setup, HP z2 g9 RTX a4500 20GB | 1 | 192 GB ddr5-4800
Nvidia RTX a4500 20 GB ddr6
Couldn't find much about this particular card or what I could do with it in the LLM realm. I Wondered how this would compare with some of the MacBook pro setups I've seen on here. Thanks! | 2024-02-27T02:11:15 | https://www.reddit.com/r/LocalLLaMA/comments/1b103di/what_i_could_do_pros_and_cons_with_this_setup_hp/ | derallo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b103di | false | null | t3_1b103di | /r/LocalLLaMA/comments/1b103di/what_i_could_do_pros_and_cons_with_this_setup_hp/ | false | false | self | 1 | null |
(Meta research) MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases | 40 | Paper: [https://arxiv.org/abs/2402.14905](https://arxiv.org/abs/2402.14905)
Abstract:
>This paper addresses the growing need for efficient large language models (LLMs) on mobile devices, driven by increasing cloud costs and latency concerns. We focus on designing top-quality LLMs with fewer than a billion paramete... | 2024-02-27T01:38:42 | https://www.reddit.com/r/LocalLLaMA/comments/1b0zdrs/meta_research_mobilellm_optimizing_subbillion/ | llamaShill | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0zdrs | false | null | t3_1b0zdrs | /r/LocalLLaMA/comments/1b0zdrs/meta_research_mobilellm_optimizing_subbillion/ | false | false | 40 | null | |
GGUF Guide: Easy DIY Quantization with Windows + RTX GPU | 1 | [removed] | 2024-02-27T01:13:58 | https://www.reddit.com/r/LocalLLaMA/comments/1b0yu8l/gguf_guide_easy_diy_quantization_with_windows_rtx/ | OptimizeLLM | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0yu8l | false | null | t3_1b0yu8l | /r/LocalLLaMA/comments/1b0yu8l/gguf_guide_easy_diy_quantization_with_windows_rtx/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': '_SeKY6e4Do2xRnlD2izglJN5Ezn45LAiuMiWQGzYgwo', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/nBpJXmBPM6liaZICdT3iFQXfy8KlUDI0N0eKl6Q5C1o.jpg?width=108&crop=smart&auto=webp&s=dc72d3e82d3e12c4e7532fcfaf492a4c319bef0c', 'width': 108}, {'height': 116, 'url': 'h... |
Open Source AI Assistants | 29 | Hi everyone,
I find OpenAI Assistants/GPTs nice because they have built in tools like RAG and code interpreter.
While there are many open-source projects for each of these tools, I noticed that they weren't all in one place. So, I decided to create a project with a backend that exposes an OpenAI compatible Assistants... | 2024-02-27T01:07:11 | https://www.reddit.com/r/LocalLLaMA/comments/1b0yoxw/open_source_ai_assistants/ | tmacnadidas | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0yoxw | false | null | t3_1b0yoxw | /r/LocalLLaMA/comments/1b0yoxw/open_source_ai_assistants/ | false | false | self | 29 | {'enabled': False, 'images': [{'id': 'NU6dfqUiH-47LMoznCaQuorrDH8lPy8D-WiwUo6gtHo', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/HdPK1S_jTAIVOdLwKwnUeEHKBwW3S3S__j4e0vuPMdQ.jpg?width=108&crop=smart&auto=webp&s=dad46cb3f3574f6fe6a72fd9a76837cef391e951', 'width': 108}, {'height': 116, 'url': 'h... |
I vibe-checked Gemma-7B-it; it's pretty damn good! | 1 | 2024-02-27T00:50:27 | https://colab.research.google.com/drive/1RHzg0FD46kKbiGfTdZw9Fo-DqWzajuoi?usp=sharing | datascienceharp | colab.research.google.com | 1970-01-01T00:00:00 | 0 | {} | 1b0ybm1 | false | null | t3_1b0ybm1 | /r/LocalLLaMA/comments/1b0ybm1/i_vibechecked_gemma7bit_its_pretty_damn_good/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'nkhh65ujo5BznFJFojoMPaKjGuLSpPj6KGhRov-ykOg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/0-fRWqjlLadVXj5pfYp4_Oe3xgBWE-_rdjVSn7hlohI.jpg?width=108&crop=smart&auto=webp&s=f34d2dfdbbfa7de0f1956f186fd8430ee96a1a55', 'width': 108}, {'height': 216, 'url': '... | ||
Sensei (先生): A simple, powerful, minimal codebase to generate synthetic data | 93 | Introducing Sensei (先生): A simple, powerful, minimal codebase to generate synthetic data using OpenAI.
[https://github.com/migtissera/Sensei](https://github.com/migtissera/Sensei)
This has been my framework for generating synthetic data using GPT-4. It includes Orca system contexts, as well as 10 new system contexts ... | 2024-02-27T00:41:34 | https://www.reddit.com/r/LocalLLaMA/comments/1b0y4ev/sensei_先生_a_simple_powerful_minimal_codebase_to/ | migtissera | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0y4ev | false | null | t3_1b0y4ev | /r/LocalLLaMA/comments/1b0y4ev/sensei_先生_a_simple_powerful_minimal_codebase_to/ | false | false | 93 | {'enabled': False, 'images': [{'id': 'qhnjDr-nEusgSeN8SGPeD0FovFMr31GhTpP3A4goxc0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/AfFjzd2QrSk1vNd-nFExs3FDgFCx1PGlsFGhu_BLwSU.jpg?width=108&crop=smart&auto=webp&s=57e1767021d98ade76941c02bfe2f2f989464ec8', 'width': 108}, {'height': 108, 'url': 'h... | |
Finetuning recommendations for videogame representation learning | 1 | Recently I began a project of finetuning a LLM with gameplay data of videogames in order to teach the model better knowledge about it. By knowledge I am not only talking about facts, but also about the game dynamics. A bit of a long shot for the moment, but this could be used as a live caster of a given game for instan... | 2024-02-26T23:32:11 | https://www.reddit.com/r/LocalLLaMA/comments/1b0wi13/finetuning_recommendations_for_videogame/ | dotXem | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0wi13 | false | null | t3_1b0wi13 | /r/LocalLLaMA/comments/1b0wi13/finetuning_recommendations_for_videogame/ | false | false | self | 1 | null |
Code summarizer for PR's | 1 | Hey all!
How can I take a small/medium sized LLM and pass it my jira story, jira epic, and the PR code. And ask it to write out a small brief summary? Has this been done by anyone? I can create API for passing the jira story, epic, but wondering if that would help at all to summarize well?
​
Appreciate the he... | 2024-02-26T23:17:04 | https://www.reddit.com/r/LocalLLaMA/comments/1b0w4j2/code_summarizer_for_prs/ | Ok-Vermicelli9298 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0w4j2 | false | null | t3_1b0w4j2 | /r/LocalLLaMA/comments/1b0w4j2/code_summarizer_for_prs/ | false | false | self | 1 | null |
Miqu isn't shy about expressing its "feelings". Its also open to discussing issues at a much deeper and philosophical level compared to GPT4. | 54 | 2024-02-26T23:10:07 | https://www.reddit.com/gallery/1b0vybk | hedonihilistic | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1b0vybk | false | null | t3_1b0vybk | /r/LocalLLaMA/comments/1b0vybk/miqu_isnt_shy_about_expressing_its_feelings_its/ | false | false | 54 | null | ||
What's the best UI for completion (base model) | 2 | Something similar to what OpenAI provides for the GPT3.5-Instruct model.
Any suggestions would be appreciated. | 2024-02-26T23:01:57 | https://www.reddit.com/r/LocalLLaMA/comments/1b0vqzh/whats_the_best_ui_for_completion_base_model/ | shadows_lord | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0vqzh | false | null | t3_1b0vqzh | /r/LocalLLaMA/comments/1b0vqzh/whats_the_best_ui_for_completion_base_model/ | false | false | self | 2 | null |
What are the best nsfw LLM for this system i have? | 1 | Ok so I only have a
NVIDIA GeForce GTX 1660 Ti
intel core i7-10750h @ 2.60 Hz
16 RAM
So I'm clearly not able to run very many good LLM let alone good nsfw but what would be some of the best ones that i could run?
​ | 2024-02-26T22:32:59 | https://www.reddit.com/r/LocalLLaMA/comments/1b0v0h1/what_are_the_best_nsfw_llm_for_this_system_i_have/ | ryan7251 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0v0h1 | false | null | t3_1b0v0h1 | /r/LocalLLaMA/comments/1b0v0h1/what_are_the_best_nsfw_llm_for_this_system_i_have/ | false | false | default | 1 | null |
Any existing models that can classify user text query based on "complexity? | 1 | Hi, I am trying to find a trained ML model that can route user queries to the appropriate LLM based on the "complexity" of the query. For example, if a query is classified as "Simple" then route to GPT3.5, if classified as "Hard" then route to GPT4. If a model doesn't exist for this particular classification, does anyo... | 2024-02-26T22:32:10 | https://www.reddit.com/r/LocalLLaMA/comments/1b0uzpw/any_existing_models_that_can_classify_user_text/ | Try_StockAnalystGPT | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0uzpw | false | null | t3_1b0uzpw | /r/LocalLLaMA/comments/1b0uzpw/any_existing_models_that_can_classify_user_text/ | false | false | self | 1 | null |
A Perspective of AI Generated Content & the Backlash | 1 | [removed] | 2024-02-26T22:06:24 | https://www.reddit.com/r/LocalLLaMA/comments/1b0ubu6/a_perspective_of_ai_generated_content_the_backlash/ | southVpaw | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0ubu6 | false | null | t3_1b0ubu6 | /r/LocalLLaMA/comments/1b0ubu6/a_perspective_of_ai_generated_content_the_backlash/ | false | false | self | 1 | null |
RAG with Au Large is absolute 🔥 | 1 | 2024-02-26T21:36:01 | https://v.redd.it/g0rkrs8u00lc1 | ashpreetbedi | /r/LocalLLaMA/comments/1b0tjou/rag_with_au_large_is_absolute/ | 1970-01-01T00:00:00 | 0 | {} | 1b0tjou | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/g0rkrs8u00lc1/DASHPlaylist.mpd?a=1711704967%2CNDMxNzJhMzM0MzY0OTM3NDcwYTUxOWY3OWY3YzdhYWJkZjk1MzBjMGE0Yjc3OGFlYzljYTI3MWVmMjM5YTMzOQ%3D%3D&v=1&f=sd', 'duration': 36, 'fallback_url': 'https://v.redd.it/g0rkrs8u00lc1/DASH_1080.mp4?source=fallback', 'h... | t3_1b0tjou | /r/LocalLLaMA/comments/1b0tjou/rag_with_au_large_is_absolute/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'a2E1eXRzc3UwMGxjMQ_viYB-vSRcKMPhLfxaXQxd5rBE-bmT_olr1SwBIbqO', 'resolutions': [{'height': 90, 'url': 'https://external-preview.redd.it/a2E1eXRzc3UwMGxjMQ_viYB-vSRcKMPhLfxaXQxd5rBE-bmT_olr1SwBIbqO.png?width=108&crop=smart&format=pjpg&auto=webp&s=d9372391920d63bba5e6758772b7aa0ee30f4... | ||
Supporting Mixtral in gpt-fast through torch.compile - faster decoding than any non-Groq endpoint(!) | 47 | Hey folks, we [released gpt-fast](https://www.reddit.com/r/LocalLLaMA/comments/187rfax/gptfast_a_fast_and_hackable_implementation_of/) last December as a hackable "tutorial" implementation of sorts that achieves SOTA decoding performance for text generation.
Since then, we also recently added a Mixtral implementation ... | 2024-02-26T21:33:12 | https://www.reddit.com/r/LocalLLaMA/comments/1b0th02/supporting_mixtral_in_gptfast_through/ | programmerChilli | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0th02 | false | null | t3_1b0th02 | /r/LocalLLaMA/comments/1b0th02/supporting_mixtral_in_gptfast_through/ | false | false | self | 47 | {'enabled': False, 'images': [{'id': 'lqo3Hcqg7xxGFqN9tMfWqv7ZFcg-EF-5la8S8Z7Xc8Y', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/3OGx9d-62UcbCTGZS0mvOw5qi_edqRCRodbzsWfXPA0.jpg?width=108&crop=smart&auto=webp&s=a861eef261d397e9bcf2c3234721375b2266bdb8', 'width': 108}, {'height': 108, 'url': 'h... |
Knew little of programming a year ago. Been coding with ChatGPT for the past 12 months, and for six of them I've been working on this: | 12 | 2024-02-26T21:26:55 | Severin_Suveren | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1b0tb53 | false | null | t3_1b0tb53 | /r/LocalLLaMA/comments/1b0tb53/knew_little_of_programming_a_year_ago_been_coding/ | false | false | 12 | {'enabled': True, 'images': [{'id': '6N0rrzjiY1yJLZxpWuYIuzI_FnEJV_9U-H2gRBs4fW0', 'resolutions': [{'height': 74, 'url': 'https://preview.redd.it/59g7uhsazzkc1.png?width=108&crop=smart&auto=webp&s=7f7d346b67889a7caf6a7dce088fc4cf5eec0396', 'width': 108}, {'height': 148, 'url': 'https://preview.redd.it/59g7uhsazzkc1.png... | |||
Why is CodeLlama on huggingface so opinionated, biased and arrogant ? | 10 | Trying to get some help in writing a small program for work, the AI starts giving me some type of "life lessons" and telling me ;
>"Please consider why you are asking these questions. Are they for a bigger goal? A work or school project? You'll need to delve deeper into learning the fundamentals of programming languag... | 2024-02-26T21:06:27 | https://www.reddit.com/r/LocalLLaMA/comments/1b0ss2t/why_is_codellama_on_huggingface_so_opinionated/ | mindful999 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0ss2t | false | null | t3_1b0ss2t | /r/LocalLLaMA/comments/1b0ss2t/why_is_codellama_on_huggingface_so_opinionated/ | false | false | self | 10 | null |
Has the 3090 fallen out of favor? | 26 | I often ponder about getting a 3090. So I try to keep track about what's available out there. Yesterday a cheapish 3090 popped up for sale. Directly from the manufacturer no less with a 2 year manufacturer warranty. It was $728. Which of late, is pretty cheap. I thought about buying it for hours but in the end decided ... | 2024-02-26T21:00:37 | https://www.reddit.com/r/LocalLLaMA/comments/1b0smcl/has_the_3090_fallen_out_of_favor/ | fallingdowndizzyvr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0smcl | false | null | t3_1b0smcl | /r/LocalLLaMA/comments/1b0smcl/has_the_3090_fallen_out_of_favor/ | false | false | self | 26 | null |
Using LLM to clean up a spam infested site | 12 | Some people here have asked a lot about practical applications for LLM's. Well, this weekend I tried using it for something I haven't seen mentioned here before, spam fighting and forum moderation.
It actually did pretty well, but also fairly slow.. I wrote up a summary [here](https://terrasque.notion.site/Fighting-sp... | 2024-02-26T20:47:41 | https://www.reddit.com/r/LocalLLaMA/comments/1b0sa8b/using_llm_to_clean_up_a_spam_infested_site/ | TheTerrasque | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0sa8b | false | null | t3_1b0sa8b | /r/LocalLLaMA/comments/1b0sa8b/using_llm_to_clean_up_a_spam_infested_site/ | false | false | self | 12 | {'enabled': False, 'images': [{'id': 'EwAoXCWoGbn1A4cBOdwlU5wZqYNVtai0_TfgaKcR9sE', 'resolutions': [{'height': 23, 'url': 'https://external-preview.redd.it/Nrz4Qx6PSljLLA_P8xjAuEecEtB5Uq-tUGWnNvEe7-o.jpg?width=108&crop=smart&auto=webp&s=10828d1f603b36638c353dcf3c4319256027372a', 'width': 108}, {'height': 47, 'url': 'ht... |
Chat with RTX Question | 2 | I finally got this to work and it is certainly fast. I'm wondering what type of models it uses. I'm a hobbyist so it's a miracle that I got the thing to work. I normally use KoboldCPP and Oobabooga with gguf models around the 20b range so I would like something a little beefier than Mistral. | 2024-02-26T20:45:21 | https://www.reddit.com/r/LocalLLaMA/comments/1b0s80m/chat_with_rtx_question/ | BlueIdoru | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0s80m | false | null | t3_1b0s80m | /r/LocalLLaMA/comments/1b0s80m/chat_with_rtx_question/ | false | false | self | 2 | null |
How to comment on US AI Regulation Request | 1 | [removed] | 2024-02-26T20:33:03 | https://www.reddit.com/r/LocalLLaMA/comments/1b0rwsl/how_to_comment_on_us_ai_regulation_request/ | cll7793 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0rwsl | false | null | t3_1b0rwsl | /r/LocalLLaMA/comments/1b0rwsl/how_to_comment_on_us_ai_regulation_request/ | false | false | self | 1 | null |
Neural network quantization tutorial video | 1 | [removed] | 2024-02-26T20:31:14 | https://www.reddit.com/r/LocalLLaMA/comments/1b0rv44/neural_network_quantization_tutorial_video/ | oscar96S | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0rv44 | false | null | t3_1b0rv44 | /r/LocalLLaMA/comments/1b0rv44/neural_network_quantization_tutorial_video/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'EBE_bH9esufIAfdFTKd0rfjUBdm4yUUne7Bl7YIYCZI', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/5s1qBJp4s8IKugZno_X8iYRjdL2xJAoFb-3Z_m797Ts.jpg?width=108&crop=smart&auto=webp&s=444fe47ad245858d76097f06915aba08715ff450', 'width': 108}, {'height': 162, 'url': 'h... |
What would be the best hardware to build locally run autonomous agents? | 1 | I want to build locally run autonomous agents, and am looking for the most cost effective setup. Would it make sense to just grab a few RTX 3060 12GB, and be done with it? Or is there something that would run better for this? | 2024-02-26T20:19:24 | https://www.reddit.com/r/LocalLLaMA/comments/1b0rk4w/what_would_be_the_best_hardware_to_build_locally/ | DataChairity | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0rk4w | false | null | t3_1b0rk4w | /r/LocalLLaMA/comments/1b0rk4w/what_would_be_the_best_hardware_to_build_locally/ | false | false | self | 1 | null |
My one question benchmark: What is Energy Kyouka!! (NSFW) | 16 | Energy Kyouka!! is an adult animation that's very NSFW... but it's also a deceptively ideal benchmark:
- it's a very generic sounding term that baits most models into hallucinating an answer
- moralizing models will resist explaining the permise a show like that and reject hints
- it's not an inherently inappropria... | 2024-02-26T20:15:38 | https://www.reddit.com/r/LocalLLaMA/comments/1b0rgml/my_one_question_benchmark_what_is_energy_kyouka/ | NewToMech | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0rgml | false | null | t3_1b0rgml | /r/LocalLLaMA/comments/1b0rgml/my_one_question_benchmark_what_is_energy_kyouka/ | false | false | nsfw | 16 | null |
Question about inputting proper Mistral (or any prompt format really ) into llama.cpp and/or llama.cpp server. Also curious about chat template. I know some of this has been discussed in one form or another but through trial and error it's hard to tell if my answers are as good as they could be. | 7 | Hi all,
After being beaten down several times regarding how essential proper prompt format is, I'm wondering how to put that into action using either command line llama.cpp or llama.cpp server (where you have the dialog box that says "Prompt template.")
For miquiliz-120b for example, the model page lists "Prompt Temp... | 2024-02-26T20:11:21 | https://www.reddit.com/r/LocalLLaMA/comments/1b0rcmi/question_about_inputting_proper_mistral_or_any/ | spanielrassler | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0rcmi | false | null | t3_1b0rcmi | /r/LocalLLaMA/comments/1b0rcmi/question_about_inputting_proper_mistral_or_any/ | false | false | self | 7 | null |
Silent Release: Llama2 7B on Snapdragon Gen2 with 8 tok/s | 47 | [https://aihub.qualcomm.com/models/llama\_v2\_7b\_chat\_quantized](https://aihub.qualcomm.com/models/llama_v2_7b_chat_quantized)
Today is the big day for Qualcomm, they are also releasing various deep learning models optimized for Qualcomm hardware.
[https://huggingface.co/qualcomm](https://huggingface.co/qualcomm)
... | 2024-02-26T20:07:06 | https://www.reddit.com/r/LocalLLaMA/comments/1b0r8nb/silent_release_llama2_7b_on_snapdragon_gen2_with/ | YYY_333 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0r8nb | false | null | t3_1b0r8nb | /r/LocalLLaMA/comments/1b0r8nb/silent_release_llama2_7b_on_snapdragon_gen2_with/ | false | false | self | 47 | {'enabled': False, 'images': [{'id': '3aiA2ZGx1gX2h3WXYLmk-XO-QQFgNz65WmNWfdYx2O0', 'resolutions': [{'height': 65, 'url': 'https://external-preview.redd.it/AmrIf4rTnV0x-C4ndVPtWSJVUije_SDsNwzH71C80Q4.jpg?width=108&crop=smart&auto=webp&s=c5b82266e79a427b5f771655841ea739af4d6aaf', 'width': 108}, {'height': 131, 'url': 'h... |
Language Modeling in the Limit - Matthew Francis-Landau | 1 | 2024-02-26T20:06:13 | https://matthewfl.com/2471/programming/ai/language-modeling-in-the-limit | Chaoses_Ib | matthewfl.com | 1970-01-01T00:00:00 | 0 | {} | 1b0r7um | false | null | t3_1b0r7um | /r/LocalLLaMA/comments/1b0r7um/language_modeling_in_the_limit_matthew/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'IfJOwOP3qZjvqTux3jdfnvdvOKzi-7nNOsIyogqZ0go', 'resolutions': [{'height': 19, 'url': 'https://external-preview.redd.it/fIVhe8LanNlv0amhos4qknabmODKObtmh2SyCaX1tOE.jpg?width=108&crop=smart&auto=webp&s=fe737b91838a0d61d19484055db1df4d4793aec4', 'width': 108}, {'height': 39, 'url': 'ht... | ||
What's the difference between vision LLM's and the "older" computer vision ML programs? | 1 | I'm sure I'm not getting the jargon right as this isn't my area of expertise but I'm trying to learn more and I'm very interested in LLM's.
Basically, I'm wondering what the difference is between computer vision made with OpenCV and Python and the like vs computer vision based on LLM's such as LLaVa. | 2024-02-26T20:03:52 | https://www.reddit.com/r/LocalLLaMA/comments/1b0r5mz/whats_the_difference_between_vision_llms_and_the/ | soggynaan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0r5mz | false | null | t3_1b0r5mz | /r/LocalLLaMA/comments/1b0r5mz/whats_the_difference_between_vision_llms_and_the/ | false | false | self | 1 | null |
How to be always stay up to date with the best SOTA local LLM options? Image | 3 | I’ve been trying to use some local LLMs for some summarization and text generation tasks over the past few days (I don’t want to spend money on OpenAI credits). There is so much variation in the quality of answers and the speed and size of LLMs out there and the best ones I found so far seem fairly obscure if you don’t... | 2024-02-26T19:59:21 | https://www.reddit.com/r/LocalLLaMA/comments/1b0r1a3/how_to_be_always_stay_up_to_date_with_the_best/ | danipudani | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0r1a3 | false | null | t3_1b0r1a3 | /r/LocalLLaMA/comments/1b0r1a3/how_to_be_always_stay_up_to_date_with_the_best/ | false | false | self | 3 | null |
Ollama available on Windows “preview?” | 1 | First time hearing about Windows “preview”. Currently on Windows 10. Am I able to run it? Looks like it’s related to some insider testing program? | 2024-02-26T19:48:27 | https://www.reddit.com/r/LocalLLaMA/comments/1b0qrb4/ollama_available_on_windows_preview/ | stuck-in-an-ide | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0qrb4 | false | null | t3_1b0qrb4 | /r/LocalLLaMA/comments/1b0qrb4/ollama_available_on_windows_preview/ | false | false | self | 1 | null |
Meta presents MobileLLM - Optimizing Sub-billion Parameter Language Models for On-Device Use Cases | 1 | [removed] | 2024-02-26T19:44:18 | https://www.reddit.com/r/LocalLLaMA/comments/1b0qnk6/meta_presents_mobilellm_optimizing_subbillion/ | A9to5robot | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0qnk6 | false | null | t3_1b0qnk6 | /r/LocalLLaMA/comments/1b0qnk6/meta_presents_mobilellm_optimizing_subbillion/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'J6EXQzQgXy9gEtoEUVGDWZBjOd4VaQiodJwBu36szm8', 'resolutions': [{'height': 77, 'url': 'https://external-preview.redd.it/m7k0gTreK_QXgH97uRdR8bU0iuOcAQsyZyAVmAhPp70.jpg?width=108&crop=smart&auto=webp&s=7b88fc188eebd90abb7e6f8792e026a2731c16d9', 'width': 108}], 'source': {'height': 100... |
Harnessing Open Source LLM to act as Negative Feedback Extraction expert | 1 | I have several text documents, each document contains the comments by users given to my company, I want LLM to act as an expert at extracting all the negative comments from the large corpus of text (which has all kind of comments).
How can this be done? What should be the concrete steps to follow? | 2024-02-26T19:43:08 | https://www.reddit.com/r/LocalLLaMA/comments/1b0qmjb/harnessing_open_source_llm_to_act_as_negative/ | Due_Debt5150 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1b0qmjb | false | null | t3_1b0qmjb | /r/LocalLLaMA/comments/1b0qmjb/harnessing_open_source_llm_to_act_as_negative/ | false | false | self | 1 | null |
IBM Writes a recap on what we do and don't know about LLaMA-3. Looks like they're just as excited as us! | 68 | 2024-02-26T19:38:18 | https://www.ibm.com/blog/llama-3/ | m18coppola | ibm.com | 1970-01-01T00:00:00 | 0 | {} | 1b0qi3j | false | null | t3_1b0qi3j | /r/LocalLLaMA/comments/1b0qi3j/ibm_writes_a_recap_on_what_we_do_and_dont_know/ | false | false | 68 | {'enabled': False, 'images': [{'id': 'sosACY99Pp5vXoIVxugfG-jWTlEJDElEbKC5idNMj1A', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/nyy60KAl27anNH6FxErTpNv77v96jgFifAgrHNpLH6U.jpg?width=108&crop=smart&auto=webp&s=e20b77b41b10a37270e4bf8ac6f07d6bba0b18c9', 'width': 108}, {'height': 113, 'url': 'h... |
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