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Kani: A Lightweight Highly Hackable Open-Source Framework for Building Chat Applications with Tool Usage (e.g. Plugins) | 3 | [removed] | 2023-09-12T17:29:12 | https://www.reddit.com/r/LocalLLaMA/comments/16gxg98/kani_a_lightweight_highly_hackable_opensource/ | Liam-Dugan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gxg98 | false | null | t3_16gxg98 | /r/LocalLLaMA/comments/16gxg98/kani_a_lightweight_highly_hackable_opensource/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'nkhh65ujo5BznFJFojoMPaKjGuLSpPj6KGhRov-ykOg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/MrcDZx2izDY9ERwgWmMS-Hm2M3GEKZgeYLDszSh-KrQ.jpg?width=108&crop=smart&auto=webp&s=4b647239f77bf713f4a6209cfa4867351c055fd9', 'width': 108}, {'height': 216, 'url': '... |
Open source blockchain platform for distributed llama model computation and training. | 1 | [removed] | 2023-09-12T17:06:47 | https://CamelidCoin.org | CamelidCoin | camelidcoin.org | 1970-01-01T00:00:00 | 0 | {} | 16gwvn1 | false | null | t3_16gwvn1 | /r/LocalLLaMA/comments/16gwvn1/open_source_blockchain_platform_for_distributed/ | false | false | default | 1 | null |
Need help deciding on a CPU + Motherboard for running LLMs | 3 | Currently I already have
* Lian Li O11 Dynamic Evo
* Corsair HX1500i
* 2TB Saumsung 980 Pro M.2 SSD
* 1x4090 (planning to add another 4090/3090)
I want the option to add another 3090/4090, another M2 SSD, and add up to 128GB of RAM in the future. I dont see myself getting a 3rd GPU unless its highly recommended but s... | 2023-09-12T17:01:42 | https://www.reddit.com/r/LocalLLaMA/comments/16gwqma/need_help_deciding_on_a_cpu_motherboard_for/ | yellowcustard77 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gwqma | false | null | t3_16gwqma | /r/LocalLLaMA/comments/16gwqma/need_help_deciding_on_a_cpu_motherboard_for/ | false | false | self | 3 | null |
Need for local GPU when you get cloud access? | 1 | In my company we want to evaluate use-cases for LLMs, for this I was assigned to develop PoCs about what are the possibilities. Our manager is looking to get us access to some Cloug-GPU-VMs, but I wondered if it would also make sense to have a laptop with a GPU, too.
For me, with a local GPU I can debug and experiment ... | 2023-09-12T16:39:20 | https://www.reddit.com/r/LocalLLaMA/comments/16gw634/need_for_local_gpu_when_you_get_cloud_access/ | Koliham | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gw634 | false | null | t3_16gw634 | /r/LocalLLaMA/comments/16gw634/need_for_local_gpu_when_you_get_cloud_access/ | false | false | self | 1 | null |
Dear LocalLlama, can we please stop machine shaming? Many machines can use local models. We are not all trying to train the next LLM. | 1 | [removed] | 2023-09-12T16:03:00 | https://www.reddit.com/r/LocalLLaMA/comments/16gv8sb/dear_localllama_can_we_please_stop_machine/ | jayfehr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gv8sb | false | null | t3_16gv8sb | /r/LocalLLaMA/comments/16gv8sb/dear_localllama_can_we_please_stop_machine/ | false | false | self | 1 | null |
Floneum 0.2 released: open source, local graph editor now with headless browsing, a package manager, cloud saves, and more | 63 | 2023-09-12T15:46:13 | https://v.redd.it/vw0u83j3wtnb1 | ControlNational | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 16gusz2 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/vw0u83j3wtnb1/DASHPlaylist.mpd?a=1697125588%2CMTY4MDIyZmE3ODU0OTdiNzFlNGRiMTcyYzQxZGQ0NTVmZmViNGQ1MTA2YTdiNzg4NWQ1MWQwY2NlMDk0ZTM0ZQ%3D%3D&v=1&f=sd', 'duration': 8, 'fallback_url': 'https://v.redd.it/vw0u83j3wtnb1/DASH_1080.mp4?source=fallback', 'he... | t3_16gusz2 | /r/LocalLLaMA/comments/16gusz2/floneum_02_released_open_source_local_graph/ | false | false | 63 | {'enabled': False, 'images': [{'id': '9HMbowQ1t1Vq5xNvyN--dTDRIUnFaKCJDvWZGIMvUAY', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/n5W-pvVvl-WY_4ND1hN4fz93A0311b7LF6dPqIss244.png?width=108&crop=smart&format=pjpg&auto=webp&s=849b3439ea54f16e4dc4b13413b4f32ade686071', 'width': 108}, {'height': 12... | ||
airoboros/spicyboros 2.2 | 75 | Hi all,
The new airoboros 2.2 and spicyboros 2.2 models are all uploaded to HF (some are still being quantized by the legendary bloke).
* [https://huggingface.co/jondurbin/airoboros-l2-70b-2.2](https://huggingface.co/jondurbin/airoboros-l2-70b-2.2)
* [https://huggingface.co/jondurbin/airoboros-l2-13b-2.2](https://hug... | 2023-09-12T15:17:40 | https://www.reddit.com/r/LocalLLaMA/comments/16gu2x7/airoborosspicyboros_22/ | JonDurbin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gu2x7 | false | null | t3_16gu2x7 | /r/LocalLLaMA/comments/16gu2x7/airoborosspicyboros_22/ | false | false | self | 75 | {'enabled': False, 'images': [{'id': 'u7de09cXBlRQhZUQhrj_qWKOw87SB4MEo0rlwYokI64', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/k-LhMqJbiK8WUZaGx1snj5c1DGMHUQS1FfSX-PRuyk8.jpg?width=108&crop=smart&auto=webp&s=2e8f2ef8819f9a499a65d2ba807cacad91ea6b0a', 'width': 108}, {'height': 116, 'url': 'h... |
What's the best use case for phi-1 (~1bn param GPT3.5)? | 42 | MSFT just released their Phi-1 and Phi-1.5 models which demonstrate very impressive reasoning abilities for their size, thanks to training on high-quality synthetic data. However, this approach means that these Phi models lack the extensive latent knowledge often embedded in other models.
Using them with RAG seems lik... | 2023-09-12T14:52:04 | https://www.reddit.com/r/LocalLLaMA/comments/16gtfmo/whats_the_best_use_case_for_phi1_1bn_param_gpt35/ | docsoc1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gtfmo | false | null | t3_16gtfmo | /r/LocalLLaMA/comments/16gtfmo/whats_the_best_use_case_for_phi1_1bn_param_gpt35/ | false | false | self | 42 | {'enabled': False, 'images': [{'id': 'u38mQ-Nq8c9Xe_odMINXxDi4tElFD6j9FqN81b86Y6w', 'resolutions': [{'height': 20, 'url': 'https://external-preview.redd.it/IsGM_jdSAzTVAiinm8jtQ2gWHTTs9Ihem9Ji95Rs8Tc.jpg?width=108&crop=smart&auto=webp&s=0c648d924c7a99c0534d56a0b65db5a7fd21d8ed', 'width': 108}], 'source': {'height': 26,... |
Deploying Llama 2 in any cloud with Python API | 1 | 2023-09-12T14:17:55 | https://dstack.ai/examples/python-api/ | cheptsov | dstack.ai | 1970-01-01T00:00:00 | 0 | {} | 16gslb9 | false | null | t3_16gslb9 | /r/LocalLLaMA/comments/16gslb9/deploying_llama_2_in_any_cloud_with_python_api/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'Kk5_6cq8ODsGTK0N1L02ZBr2TKBzHScfNlQn15DzOfM', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/5S1IClMnFkSSqVPks-PlJ5w8-Vl7ZN_VV0kjsLza2Zg.jpg?width=108&crop=smart&auto=webp&s=9a2d195ced901855ed37f117c3df4d3561cc243f', 'width': 108}, {'height': 113, 'url': 'h... | ||
How do you run Llama 2 on multi GPUs? | 2 | I got access to a few GPUs and wanted to try my hand at deploying a large LLM on 2 GPUs. At first I tried the 7B model on two 3060s using huggingface+accelerate code but it kept giving me an OOM error. Same thing with a 3090.
So how do you run these models on multi GPUs?
Edit: Maybe it is an issue with the gpu servi... | 2023-09-12T14:16:09 | https://www.reddit.com/r/LocalLLaMA/comments/16gsjs9/how_do_you_run_llama_2_on_multi_gpus/ | soham1996 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gsjs9 | false | null | t3_16gsjs9 | /r/LocalLLaMA/comments/16gsjs9/how_do_you_run_llama_2_on_multi_gpus/ | false | false | self | 2 | null |
So, uh, Mythomax-70b showed up yesterday | 81 | [https://huggingface.co/lloorree/mythomax-70b](https://huggingface.co/lloorree/mythomax-70b)
Didn't see any posts about it, but I tried it and it's living up to the name. Only gripes is that it only has 4k context and that it doesn't handle nonstandard dialogue very well (though that is a lot of models.) But it se... | 2023-09-12T14:11:24 | https://www.reddit.com/r/LocalLLaMA/comments/16gsfp4/so_uh_mythomax70b_showed_up_yesterday/ | tenmileswide | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gsfp4 | false | null | t3_16gsfp4 | /r/LocalLLaMA/comments/16gsfp4/so_uh_mythomax70b_showed_up_yesterday/ | false | false | self | 81 | {'enabled': False, 'images': [{'id': 'fjpAVvOKyIgXJKcYe-MW2t1yiFocrEaWlxcGh_zTCJU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/6nXsxc5KjOBbDN6l893u6E2qZNNA8UfXXtTWi-gh1-I.jpg?width=108&crop=smart&auto=webp&s=9e0b88d8abe0f7528ec174810bca8b5add082cfa', 'width': 108}, {'height': 116, 'url': 'h... |
What is the best model I can run on-prem that is compatible with Langchain? | 0 | I am trying to build a system with a chromadb and and llm and was hoping to use langchain for ease. It seems like I cannot run LLAMA 2 anytime soon since I am using LangChain. I can rent any EC2 I want, I just don't know which one and what model I should use. Accuracy/quality is the biggest thing for me.
​ | 2023-09-12T13:45:43 | https://www.reddit.com/r/LocalLLaMA/comments/16grt87/what_is_the_best_model_i_can_run_onprem_that_is/ | Suitable-Ad-8598 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16grt87 | false | null | t3_16grt87 | /r/LocalLLaMA/comments/16grt87/what_is_the_best_model_i_can_run_onprem_that_is/ | false | false | self | 0 | null |
Best Mid-Level Build? | 5 | Hey all,
​
I am doing some research and looking for some help. I want to have a mid-level build to start doing my own stable diffusion and LLM fine tuning. Not full on training as that requires a ton of resources.
I was looking at the Nvidia A6000 as that has 48GB which should be enough to run some trainin... | 2023-09-12T13:00:20 | https://www.reddit.com/r/LocalLLaMA/comments/16gqr9n/best_midlevel_build/ | rbur0425 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gqr9n | false | null | t3_16gqr9n | /r/LocalLLaMA/comments/16gqr9n/best_midlevel_build/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'ckNus53wGcFtuPsDUYJY69RYKvTcrnvDc117pxYsJN0', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/Anlrq7i00THxwvlQr0pVXnTnNU9l-SE1tOugKBwUMPA.jpg?width=108&crop=smart&auto=webp&s=92817421bd0a6c5bbfd214ff6886c5bb7e65b4a5', 'width': 108}, {'height': 162, 'url': 'h... |
How can I use oobabooga with flowise? | 1 | I'm enabling api extension on oobabooga but can't connect to flowise | 2023-09-12T12:50:45 | https://www.reddit.com/r/LocalLLaMA/comments/16gqjxg/how_can_i_use_oobabooga_with_flowise/ | forwatching | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gqjxg | false | null | t3_16gqjxg | /r/LocalLLaMA/comments/16gqjxg/how_can_i_use_oobabooga_with_flowise/ | false | false | self | 1 | null |
Converting Instructor Embeddings to Onnx. Issues with T5 encoder-only model. | 2 | Hi,
I am trying to convert instructor-base to ONNX to quantize the model for faster CPU performance. The model is a T5 Encoder. I've made various attempts, all having similar results. The issue is that when I try to do this, it initializes encoder weights (which are nonexistent since this is a T5 Encoder model). And... | 2023-09-12T12:50:23 | https://www.reddit.com/r/LocalLLaMA/comments/16gqjnc/converting_instructor_embeddings_to_onnx_issues/ | GoobleGravity | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gqjnc | false | null | t3_16gqjnc | /r/LocalLLaMA/comments/16gqjnc/converting_instructor_embeddings_to_onnx_issues/ | false | false | self | 2 | null |
Exllama V2 has dropped! | 285 | 2023-09-12T12:27:32 | https://github.com/turboderp/exllamav2 | a_beautiful_rhind | github.com | 1970-01-01T00:00:00 | 0 | {} | 16gq2gu | false | null | t3_16gq2gu | /r/LocalLLaMA/comments/16gq2gu/exllama_v2_has_dropped/ | false | false | 285 | {'enabled': False, 'images': [{'id': 'CC1TwWCFAVWOyki4LM9sNnBqJjQOKr1C1yxTKpke4PE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/pxge0nuWVu2mvf8OhCDz3mEmXIAuYy9YJAhKElo_T0c.jpg?width=108&crop=smart&auto=webp&s=738a7c687307a6a537705f836a3d8bbc7758219a', 'width': 108}, {'height': 108, 'url': 'h... | ||
Mojo 🔥 | 42 | If you haven’t heard, Mojo is a new programming language that combines the ease of Python with the performance of C. It’s written specifically for AI.
Here is an example project that should excite us all (not mine btw):
https://github.com/tairov/llama2.mojo | 2023-09-12T12:24:23 | https://www.reddit.com/r/LocalLLaMA/comments/16gq09y/mojo/ | Tough_Performer6101 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gq09y | false | null | t3_16gq09y | /r/LocalLLaMA/comments/16gq09y/mojo/ | false | false | self | 42 | {'enabled': False, 'images': [{'id': 'EvKKRuTWKjxzXehjCXwzOaTMLxuJtPJl3wtgviFFVpM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/G5SYLSHSDbcMNZuhVPNqtEFhGWFsfDYY7KcZZTs5nR4.jpg?width=108&crop=smart&auto=webp&s=4408cf806f4860d14c3df8f4b3e5fa58ed8358b4', 'width': 108}, {'height': 108, 'url': 'h... |
best coding llama model? | 5 | so far, whats the best coding companion? i can run up to 34b readily. Im looking for multi-lingual preferably for general purpose, but definitely want it to be c# capable. | 2023-09-12T12:14:50 | https://www.reddit.com/r/LocalLLaMA/comments/16gptaf/best_coding_llama_model/ | Nekasus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gptaf | false | null | t3_16gptaf | /r/LocalLLaMA/comments/16gptaf/best_coding_llama_model/ | false | false | self | 5 | null |
Qwen models removed by their authors ? | 1 | [removed] | 2023-09-12T12:02:14 | https://www.reddit.com/r/LocalLLaMA/comments/16gpjja/qwen_models_removed_by_their_authors/ | Bogdahnfr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gpjja | false | null | t3_16gpjja | /r/LocalLLaMA/comments/16gpjja/qwen_models_removed_by_their_authors/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '4ydK36A-ivNKrrTlN5TOZ4gwbyWOvLMU6vjhwDE6ni8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/PKiozV9PvpTCseDqQxJv7-s14UHUYb9eM9y8Z5uMtkQ.jpg?width=108&crop=smart&auto=webp&s=85bee086a8a4adf5b6313887258ca51e8030bdbd', 'width': 108}, {'height': 116, 'url': 'h... |
AskCyph™ LITE: Run AI Model in Brower (Redpajama, Llama2 7B) | 1 | Hello LLama Enthusiasts,
Have you ever wished for AI that’s truly personal and private?
Introducing [AskCyph™ LITE](https://askcyph.cypherchat.app/), a lightweight AI chatbot that runs AI Models directly in your browser. The first time it takes time to download the model, the next time it is a lot faster to initiali... | 2023-09-12T11:44:27 | https://www.reddit.com/r/LocalLLaMA/comments/16gp5t6/askcyph_lite_run_ai_model_in_brower_redpajama/ | cypherchat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gp5t6 | false | null | t3_16gp5t6 | /r/LocalLLaMA/comments/16gp5t6/askcyph_lite_run_ai_model_in_brower_redpajama/ | false | false | self | 1 | null |
LLM Recommendation: Don't sleep on Synthia! | 84 | I'm currently working on another in-depth LLM comparison after my previous [test of 13 models](https://www.reddit.com/r/LocalLLaMA/comments/15lihmq/big_model_comparisontest_13_models_tested/) and [test of 7 more models](https://www.reddit.com/r/LocalLLaMA/comments/15ogc60/new_model_rp_comparisontest_7_models_tested/) -... | 2023-09-12T11:15:30 | https://www.reddit.com/r/LocalLLaMA/comments/16gokoa/llm_recommendation_dont_sleep_on_synthia/ | WolframRavenwolf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gokoa | false | null | t3_16gokoa | /r/LocalLLaMA/comments/16gokoa/llm_recommendation_dont_sleep_on_synthia/ | false | false | self | 84 | {'enabled': False, 'images': [{'id': 'C5XErO93I36-NbN-scAGZWB9fcwUctaccaqpnQtxC8g', 'resolutions': [{'height': 131, 'url': 'https://external-preview.redd.it/WdqJYPDT1O2AxCe7OTgiv-F1QFNXtDggQpXVTCxylm4.jpg?width=108&crop=smart&auto=webp&s=088d2af408fab95b88cdc33d9127d2c0c7617beb', 'width': 108}, {'height': 262, 'url': '... |
How fast will quantized Falcon-180B run on system RAM? | 1 | Has anyone tried it yet? Could you tell me how many tokens per second or seconds per token u get?
​ | 2023-09-12T11:12:28 | https://www.reddit.com/r/LocalLLaMA/comments/16goink/how_fast_will_quantized_falcon180b_run_on_system/ | Prince-of-Privacy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16goink | false | null | t3_16goink | /r/LocalLLaMA/comments/16goink/how_fast_will_quantized_falcon180b_run_on_system/ | false | false | self | 1 | null |
Llama2 7b fine tuning on Sentiment analysis | 5 | Hello, I am trying to finetune llama 7b on some data extraction from the user input. I did some finetuning for summarisation and it works fine. Now I am trying to extract some info about keyword such as sentiments and the output would be a Sentiment and line describe the sentiment exactly as it is. The format would be ... | 2023-09-12T10:07:49 | https://www.reddit.com/r/LocalLLaMA/comments/16gncpp/llama2_7b_fine_tuning_on_sentiment_analysis/ | Intelligent-Fan-2461 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gncpp | false | null | t3_16gncpp | /r/LocalLLaMA/comments/16gncpp/llama2_7b_fine_tuning_on_sentiment_analysis/ | false | false | self | 5 | null |
Finetuning a model for world lore knowledge | 10 | My brother and I are working on a project aimed at "teaching" base llama2 7b on a broad unstructured dataset of Skyrim lore to create a base model for a Skyrim NPC that is grounded in the
world.
Step one is to compile a few text files of scraped information from the wiki and train a LoRA in oobabooga via colab.... | 2023-09-12T09:54:50 | https://www.reddit.com/r/LocalLLaMA/comments/16gn4h7/finetuning_a_model_for_world_lore_knowledge/ | Goatman117 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gn4h7 | false | null | t3_16gn4h7 | /r/LocalLLaMA/comments/16gn4h7/finetuning_a_model_for_world_lore_knowledge/ | false | false | self | 10 | null |
eGPU to increase VRAM capacity | 11 | I've been exploring locally run LLMs recently (as a completely non-technical novice) and I'm looking for ways to expand VRAM capacity to load larger models without the need to substantially reconfigure my existing set up (4090 + 7950x3d + 64gb RAM).
I'm considering getting an eGPU to potentially run a 4080 or anot... | 2023-09-12T09:47:51 | https://www.reddit.com/r/LocalLLaMA/comments/16gn0ij/egpu_to_increase_vram_capacity/ | TheCunningBee | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gn0ij | false | null | t3_16gn0ij | /r/LocalLLaMA/comments/16gn0ij/egpu_to_increase_vram_capacity/ | false | false | self | 11 | null |
15 comparisons with 3-bit, 4-bit, 5-bit, 6-bit and 8-bit to test how quantisation affects model output | 98 | [https://rentry.org/quants](https://rentry.org/quants) I did 15 basic comparisons with GGML 3-bit, 4-bit, 5-bit, 6-bit, and 8-bit and GPTQ 4-bit to test how quants change responses. Model is Vicuna 33b, and no coding questions cause its bad with coding
The tests aren't super thorough but it helped me settle on a quant... | 2023-09-12T09:13:18 | https://www.reddit.com/r/LocalLLaMA/comments/16gmfwd/15_comparisons_with_3bit_4bit_5bit_6bit_and_8bit/ | GrapeCharacter2746 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gmfwd | false | null | t3_16gmfwd | /r/LocalLLaMA/comments/16gmfwd/15_comparisons_with_3bit_4bit_5bit_6bit_and_8bit/ | false | false | self | 98 | {'enabled': False, 'images': [{'id': 'b1E8sI-kTet-3YOFKrYAUVQ9ABbay60W7WEBpTM34S8', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/sld18DTFrG0vgxxCwlYEGWKS7hjSXmQsKHgNjUEATAk.jpg?width=108&crop=smart&auto=webp&s=5f7d74321748816977c2c47d74607125fd510a17', 'width': 108}, {'height': 216, 'url': '... |
License status of semantic search models with respect to licenses for training datasets. | 1 | Ok, so most of semantic search models from this leaderboard:
[https://huggingface.co/spaces/mteb/leaderboard](https://huggingface.co/spaces/mteb/leaderboard)
or this leaderboard:
[https://paperswithcode.com/sota/zero-shot-text-search-on-beir](https://paperswithcode.com/sota/zero-shot-text-search-on-beir)
are ... | 2023-09-12T08:34:59 | https://www.reddit.com/r/LocalLLaMA/comments/16glt6k/license_status_of_semantic_search_models_with/ | FormerIYI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16glt6k | false | null | t3_16glt6k | /r/LocalLLaMA/comments/16glt6k/license_status_of_semantic_search_models_with/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'CCVJBt0-kH9o-QPgo7qiP6d0ggaejrGSkWh3JVtDcDI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/iB9eNi3rxIJpvd7zLjet2NAGGdmv8p6wAhdFyU5XkOE.jpg?width=108&crop=smart&auto=webp&s=849a3fa499b884c2b8710447c5fa7e81ea1d62dd', 'width': 108}, {'height': 116, 'url': 'h... |
WizardCoder python 34 q8 results | 7 | 2023-09-12T08:19:08 | https://v.redd.it/nrpiniphasnb1 | Nondzu | /r/LocalLLaMA/comments/16gljzw/wizardcoder_python_34_q8_results/ | 1970-01-01T00:00:00 | 0 | {} | 16gljzw | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/nrpiniphasnb1/DASHPlaylist.mpd?a=1697185151%2CYzg4MGI3NGFmNDIzYTIwZjlmNzFjZjc4ZWQ5MGEwMDFjNmYwYjgyNTMwYWRmM2U5NjY2ZTc5NTRlMWZlNzJmMQ%3D%3D&v=1&f=sd', 'duration': 22, 'fallback_url': 'https://v.redd.it/nrpiniphasnb1/DASH_1080.mp4?source=fallback', 'h... | t3_16gljzw | /r/LocalLLaMA/comments/16gljzw/wizardcoder_python_34_q8_results/ | false | false | 7 | {'enabled': False, 'images': [{'id': 'dGVleDZla2hhc25iMXClJ8BFqJrL2EJPWHRD0PV0-k53p-iNkQs1rOUCLQxH', 'resolutions': [{'height': 192, 'url': 'https://external-preview.redd.it/dGVleDZla2hhc25iMXClJ8BFqJrL2EJPWHRD0PV0-k53p-iNkQs1rOUCLQxH.png?width=108&crop=smart&format=pjpg&auto=webp&s=e0c16cf2edf3fc6aabc64e8330431e189428... | ||
WizardCoder python 34 q8 results | 1 | Just want to share my 0 professional result with 3x3090 and wizard coder
For me this model with llama.cpp is really good for coding and it write 200 lines script without problem.
I don't use any humaneval etc benchmark for test it. I just work with it like usually I work with chatgpt.
IMAO the wizard is writing more... | 2023-09-12T08:15:33 | https://v.redd.it/x5bvcp5v9snb1 | Nondzu | /r/LocalLLaMA/comments/16glhup/wizardcoder_python_34_q8_results/ | 1970-01-01T00:00:00 | 0 | {} | 16glhup | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/x5bvcp5v9snb1/DASHPlaylist.mpd?a=1697184935%2CN2Q3ODIzZDE5Y2VhNmZlZjk3ZjU1OTcyOWFlOWU3NTFmMzUxMGI5MTc1ZmFkYmMyZWIxOGRhZGE5YWVlYTM1Ng%3D%3D&v=1&f=sd', 'duration': 17, 'fallback_url': 'https://v.redd.it/x5bvcp5v9snb1/DASH_1080.mp4?source=fallback', 'h... | t3_16glhup | /r/LocalLLaMA/comments/16glhup/wizardcoder_python_34_q8_results/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'bjh3bHY2MXY5c25iMQofC0sK07iJQ9mdY6w694dw5FJz9NQXGUiCxNnPTek5', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/bjh3bHY2MXY5c25iMQofC0sK07iJQ9mdY6w694dw5FJz9NQXGUiCxNnPTek5.png?width=108&crop=smart&format=pjpg&auto=webp&s=c6e213e24e3c43edc7b3ac477c0bc1988fb79... | |
What is the most novel ways you used llms? | 24 | Title.
What is the most creative or novel ways you used llm?
​
I know the common usecases:
\- Text distallation e.g. Summurization and Information Extraction
\- Text transformation e.g. translation and rewriting
\- Text expansion e.g. Brainstorming, generating new content
\- Chatbot QA and RP
\- Self Pro... | 2023-09-12T07:20:27 | https://www.reddit.com/r/LocalLLaMA/comments/16gkkoc/what_is_the_most_novel_ways_you_used_llms/ | Astronos | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gkkoc | false | null | t3_16gkkoc | /r/LocalLLaMA/comments/16gkkoc/what_is_the_most_novel_ways_you_used_llms/ | false | false | self | 24 | null |
Best data format for passing data to llam 2 using llama index | 0 | I have html pages that contain text, images, hyperlinks and tables. What would be the best way to send it to llama 2 using llama index, so that the model understands the data properly. | 2023-09-12T06:25:08 | https://www.reddit.com/r/LocalLLaMA/comments/16gjnxm/best_data_format_for_passing_data_to_llam_2_using/ | zaid-70 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gjnxm | false | null | t3_16gjnxm | /r/LocalLLaMA/comments/16gjnxm/best_data_format_for_passing_data_to_llam_2_using/ | false | false | self | 0 | null |
Are any of the models that equal/beat GPT 3.5 price competitive right now? (cloud) | 6 | Saw a few posts about models like Llama 2 70b beating GPT 3.5 but being far more expensive to run due to ChatGPT being subsidized by Microsoft.
Wondering if that's still true or if there's any model we can run online that is price competitive in terms of cost per token?
What about locally if we want to need to use a... | 2023-09-12T05:57:57 | https://www.reddit.com/r/LocalLLaMA/comments/16gj7cl/are_any_of_the_models_that_equalbeat_gpt_35_price/ | Ill_Fox8807 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gj7cl | false | null | t3_16gj7cl | /r/LocalLLaMA/comments/16gj7cl/are_any_of_the_models_that_equalbeat_gpt_35_price/ | false | false | self | 6 | null |
Any local model good with instructions and/or function calling? | 1 | Could someone pls help me out? :) | 2023-09-12T05:30:28 | https://www.reddit.com/r/LocalLLaMA/comments/16giqp9/any_local_model_good_with_instructions_andor/ | schmedu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16giqp9 | false | null | t3_16giqp9 | /r/LocalLLaMA/comments/16giqp9/any_local_model_good_with_instructions_andor/ | false | false | self | 1 | null |
How to resume fine tuning with the autotrain-advanced utils? | 1 | I had a fine tuning session earlier today that completed and wish to restart to pick up where it left off and continue to train. But judging from the loss rate it's starting all over again. How do I force autotrain to resume a fine tuning? | 2023-09-12T05:27:59 | https://www.reddit.com/r/LocalLLaMA/comments/16gip5f/how_to_resume_fine_tuning_with_the/ | SiliconObsessed | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gip5f | false | null | t3_16gip5f | /r/LocalLLaMA/comments/16gip5f/how_to_resume_fine_tuning_with_the/ | false | false | self | 1 | null |
Why Do the LLaMA Models Need So Many Parameters for Good Results When Stable Diffusion Needs So Few? | 64 | Forgive me if this seems like an ignorant question, since I am myself quite ignorant to machine learning in general, but I found something strange.
The Stable Diffusion models can generally run quite well on a 8 GB VRAM GPU and can generate really good looking results. However, it seems that many of the LLaMA langua... | 2023-09-12T04:39:31 | https://www.reddit.com/r/LocalLLaMA/comments/16ghtw6/why_do_the_llama_models_need_so_many_parameters/ | AlterandPhil | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ghtw6 | false | null | t3_16ghtw6 | /r/LocalLLaMA/comments/16ghtw6/why_do_the_llama_models_need_so_many_parameters/ | false | false | self | 64 | null |
Microsoft research releases phil-1.5 a 1.3B model trained on 7B tokens. 55.5% at human eval | 1 | [removed] | 2023-09-12T04:26:00 | m477h13U | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 16ghkt8 | false | null | t3_16ghkt8 | /r/LocalLLaMA/comments/16ghkt8/microsoft_research_releases_phil15_a_13b_model/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'ZL7GGrNoPu-5NFoGZmntbBykSgAPx9P_7bA--nqhaYI', 'resolutions': [{'height': 49, 'url': 'https://preview.redd.it/qcljm2gy4rnb1.jpg?width=108&crop=smart&auto=webp&s=e5f892229bb55ce4713a537be2269aa3cec8c435', 'width': 108}, {'height': 99, 'url': 'https://preview.redd.it/qcljm2gy4rnb1.jpg?... | ||
Super basic questions about H2OGPT, Models, etc. from a noob | 1 | [removed] | 2023-09-12T04:04:09 | https://www.reddit.com/r/LocalLLaMA/comments/16gh5tb/super_basic_questions_about_h2ogpt_models_etc/ | consig1iere | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gh5tb | false | null | t3_16gh5tb | /r/LocalLLaMA/comments/16gh5tb/super_basic_questions_about_h2ogpt_models_etc/ | false | false | self | 1 | null |
Phi-1.5: 41.4% HumanEval in 1.3B parameters (model download link in comments) | 114 | 2023-09-12T03:57:44 | https://arxiv.org/abs/2309.05463 | ethanhs | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 16gh0yv | false | null | t3_16gh0yv | /r/LocalLLaMA/comments/16gh0yv/phi15_414_humaneval_in_13b_parameters_model/ | false | false | 114 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/0HhwdU6MKIAKjL9Y8-B_iH374a3NiPTy0ib8lmloRzA.jpg?width=108&crop=smart&auto=webp&s=2711d572cfc6c713893cf24e8c4a7344d5ad8a4c', 'width': 108}, {'height': 126, 'url': 'h... | ||
Code llama, is it good for pure C programming? | 6 | I understand pure C is indeed supported, but I wonder if it is well supported.
In particular, could it beat github copilot?
From the review I gathered, it seems to focus more on C++, python and Javascript. I wonder if it is only because there aren't as many pure C programmers these days so I don't get to see their re... | 2023-09-12T02:24:47 | https://www.reddit.com/r/LocalLLaMA/comments/16gf37h/code_llama_is_it_good_for_pure_c_programming/ | Studying_Man | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gf37h | false | null | t3_16gf37h | /r/LocalLLaMA/comments/16gf37h/code_llama_is_it_good_for_pure_c_programming/ | false | false | self | 6 | null |
Is Nvidia finally going to have some competition in the generative AI space? | 30 | 2023-09-12T01:53:16 | https://www.d-matrix.ai/ | onil_gova | d-matrix.ai | 1970-01-01T00:00:00 | 0 | {} | 16gee9d | false | null | t3_16gee9d | /r/LocalLLaMA/comments/16gee9d/is_nvidia_finally_going_to_have_some_competition/ | false | false | default | 30 | {'enabled': False, 'images': [{'id': 'byHvkMdcHf3fJZlz_BmfbEqKYnjwR3ijDTngact6bU0', 'resolutions': [{'height': 36, 'url': 'https://external-preview.redd.it/XD6Om61idqouM-X79i7uYAMmlCOh-jifSBDc5yexKW8.jpg?width=108&crop=smart&auto=webp&s=28620868d2949ffcc08cbd4a6d0fbe786a2a4bc2', 'width': 108}, {'height': 72, 'url': 'ht... | |
Can fine tuning remove censorship/alignment from ChatGPT models? | 1 | [removed] | 2023-09-12T01:39:51 | https://www.reddit.com/r/LocalLLaMA/comments/16ge3l1/can_fine_tuning_remove_censorshipalignment_from/ | NickDifuze | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ge3l1 | false | null | t3_16ge3l1 | /r/LocalLLaMA/comments/16ge3l1/can_fine_tuning_remove_censorshipalignment_from/ | false | false | self | 1 | null |
Is it worth it to return my 3080 and get a used 3090? | 15 | I'm a first year cs major and I know for certain that I want to get involved with AI. I watched some videos on neural networks (including the 3blue1brown series on them) and I got hooked on the way that pure math and computer code is used to transform textual inputs into recognizable outputs in a way that mimics "real"... | 2023-09-12T00:57:41 | https://www.reddit.com/r/LocalLLaMA/comments/16gd53d/is_it_worth_it_to_return_my_3080_and_get_a_used/ | InteractionQuiet9169 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gd53d | false | null | t3_16gd53d | /r/LocalLLaMA/comments/16gd53d/is_it_worth_it_to_return_my_3080_and_get_a_used/ | false | false | self | 15 | null |
Does a guanaco 65b gguf exist? | 1 | [removed] | 2023-09-11T23:47:20 | https://www.reddit.com/r/LocalLLaMA/comments/16gbjrt/does_a_guanaco_65b_gguf_exist/ | wh33t | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gbjrt | false | null | t3_16gbjrt | /r/LocalLLaMA/comments/16gbjrt/does_a_guanaco_65b_gguf_exist/ | false | false | self | 1 | null |
ggPrompt: explore questions and topics generated and structured by AI | 1 | Hey everyone, I've made a new site called ggPrompt.org.
[From Philosophy to Pythagorean Metempsychosis](https://preview.redd.it/38s28vzlmpnb1.png?width=1928&format=png&auto=webp&s=d685d010b98c448c8fd1734bf959336305f94481)
It helps you come up with questions and explore new scientific topics quickly (similar to those... | 2023-09-11T23:28:50 | https://www.reddit.com/r/LocalLLaMA/comments/16gb490/ggprompt_explore_questions_and_topics_generated/ | vmirnv | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16gb490 | false | null | t3_16gb490 | /r/LocalLLaMA/comments/16gb490/ggprompt_explore_questions_and_topics_generated/ | false | false | 1 | null | |
NVidia vGPU on esx | 5 | Was having a browse today and somehow slipped down a rabbit hole. I wondered if anyone has tried a virtualized esxi instance with nVidia vGPUs? It seems that esxi is capable, with the right drivers and support, of merging multiple cards into a single resource. Obviously there will be some overhead, but with a good nati... | 2023-09-11T22:42:23 | https://www.reddit.com/r/LocalLLaMA/comments/16g9y94/nvidia_vgpu_on_esx/ | BreakIt-Boris | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16g9y94 | false | null | t3_16g9y94 | /r/LocalLLaMA/comments/16g9y94/nvidia_vgpu_on_esx/ | false | false | self | 5 | null |
How to use multiple GPU's with textgen webui? | 1 | HI, total noob here, I have a machine which has two nvidia GPU's with 22 GB of VRAM each, which should in total be enough to load a 13b param model, but textgen webui only uses GPU 0 without trying to use GPU 1, so I run into this issue:
​
https://preview.redd.it/8boh4yrgvonb1.png?width=1169&format=png&auto=we... | 2023-09-11T20:49:38 | https://www.reddit.com/r/LocalLLaMA/comments/16g6w5b/how_to_use_multiple_gpus_with_textgen_webui/ | Milk_No_Titties | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16g6w5b | false | null | t3_16g6w5b | /r/LocalLLaMA/comments/16g6w5b/how_to_use_multiple_gpus_with_textgen_webui/ | false | false | 1 | null | |
Issue with RAG implementations (h2ogpt, localgpt, etc) | 1 | [removed] | 2023-09-11T20:21:30 | https://www.reddit.com/r/LocalLLaMA/comments/16g644d/issue_with_rag_implementations_h2ogpt_localgpt_etc/ | xIndirect | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16g644d | false | null | t3_16g644d | /r/LocalLLaMA/comments/16g644d/issue_with_rag_implementations_h2ogpt_localgpt_etc/ | false | false | self | 1 | null |
different VRAM in cards | 2 | I have a 4090 and a 6000 Ada with a total of 72Gb VRAM (24Gb + 48Gb)
Can I sum the VRAM of the two cards for training and inferencing or it will be limited to 24 + 24 ? | 2023-09-11T20:13:47 | https://www.reddit.com/r/LocalLLaMA/comments/16g5w9m/different_vram_in_cards/ | Dry_Honeydew9842 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16g5w9m | false | null | t3_16g5w9m | /r/LocalLLaMA/comments/16g5w9m/different_vram_in_cards/ | false | false | self | 2 | null |
GPT user here - what’s the benefit of using these localized models? | 49 | Are there specific things? | 2023-09-11T19:19:17 | https://www.reddit.com/r/LocalLLaMA/comments/16g4f5l/gpt_user_here_whats_the_benefit_of_using_these/ | livekop | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16g4f5l | false | null | t3_16g4f5l | /r/LocalLLaMA/comments/16g4f5l/gpt_user_here_whats_the_benefit_of_using_these/ | false | false | self | 49 | null |
What local client can I use to load a local Llama 2 70B model and then send prompts to it via a python script and get a return as a string? | 3 | I use oobabooga but I need a client that will let me make my own interface using streamlit and load models myself via an API | 2023-09-11T19:03:33 | https://www.reddit.com/r/LocalLLaMA/comments/16g3zvy/what_local_client_can_i_use_to_load_a_local_llama/ | countrycruiser | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16g3zvy | false | null | t3_16g3zvy | /r/LocalLLaMA/comments/16g3zvy/what_local_client_can_i_use_to_load_a_local_llama/ | false | false | self | 3 | null |
Raspberry Pi 8GB running TinyLlama, can anyone report the user experience? | 12 | I suck and my unit has not shipped, and it's burning a hole in my brain. I was just wondering if anyone has, or could, try to run the new TinyLlama 1.1B model on the beefy 8GB RAM raspberry pi and let us all know what that is like? Shameful bribery be damned, you'll have my upvote! | 2023-09-11T18:48:22 | https://www.reddit.com/r/LocalLLaMA/comments/16g3kla/raspberry_pi_8gb_running_tinyllama_can_anyone/ | Actual-Bad5029 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16g3kla | false | null | t3_16g3kla | /r/LocalLLaMA/comments/16g3kla/raspberry_pi_8gb_running_tinyllama_can_anyone/ | false | false | self | 12 | null |
Weird Response | 1 | So, I used the bloke's 13b 128k model. I used prompt Alpaca-with-input. In the instruction I added context of a document then the q and a below was my result??? Not sure what to do.....
### Input:
Will you list the steps in a easy to read format?
### Response:
1031cm1agtOtO01the(OetOetO5thedtO61thO01750tOtO071th... | 2023-09-11T18:47:52 | https://www.reddit.com/r/LocalLLaMA/comments/16g3k3x/weird_response/ | Leading-Leading6718 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16g3k3x | false | null | t3_16g3k3x | /r/LocalLLaMA/comments/16g3k3x/weird_response/ | false | false | self | 1 | null |
Can you run anything on. 4070 ti with 64GB ram? | 2 | Just curious | 2023-09-11T18:42:26 | https://www.reddit.com/r/LocalLLaMA/comments/16g3evj/can_you_run_anything_on_4070_ti_with_64gb_ram/ | livekop | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16g3evj | false | null | t3_16g3evj | /r/LocalLLaMA/comments/16g3evj/can_you_run_anything_on_4070_ti_with_64gb_ram/ | false | false | self | 2 | null |
GGUF.js - open-source JS library (with types) for parsing and reading metadata of ggml-based gguf files. | 35 | 2023-09-11T18:28:53 | https://github.com/ahoylabs/gguf.js | 719Ben | github.com | 1970-01-01T00:00:00 | 0 | {} | 16g31mz | false | null | t3_16g31mz | /r/LocalLLaMA/comments/16g31mz/ggufjs_opensource_js_library_with_types_for/ | false | false | 35 | {'enabled': False, 'images': [{'id': 'A9wzb3e5XrBjNIDBenzLtzoFwGMOL7_OnnybFWABZLw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/4Ym9B9n7nm2mkyrxSZ-TeyesRQaC6Zx8IgycsW_x-Qw.jpg?width=108&crop=smart&auto=webp&s=6736eb169a426bb2535fa804be8dd12d1a472edc', 'width': 108}, {'height': 108, 'url': 'h... | ||
Making a chatbot for my wife's mom | 17 | My MIL passed away almost two years ago, and she and my wife were very close. They chatted quite a bit every day on Facebook messenger for more than a decade, and I'd like to make a bot version. (I have already talked to my wife about this and gotten approval.)
I have access to the raw chat logs, which are in html f... | 2023-09-11T18:13:46 | https://www.reddit.com/r/LocalLLaMA/comments/16g2mx7/making_a_chatbot_for_my_wifes_mom/ | eumaximizer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16g2mx7 | false | null | t3_16g2mx7 | /r/LocalLLaMA/comments/16g2mx7/making_a_chatbot_for_my_wifes_mom/ | false | false | self | 17 | null |
New way to speed up inference! Easier than speculative decoding | 128 | “Medusa adds extra "heads" to LLMs to predict multiple future tokens simultaneously. When augmenting a model with Medusa, the original model stays untouched, and only the new heads are fine-tuned during. During generation, these heads each produce multiple likely words for the corresponding position. These options are ... | 2023-09-11T17:58:18 | https://www.reddit.com/r/LocalLLaMA/comments/16g27s0/new_way_to_speed_up_inference_easier_than/ | big_ol_tender | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16g27s0 | false | null | t3_16g27s0 | /r/LocalLLaMA/comments/16g27s0/new_way_to_speed_up_inference_easier_than/ | false | false | self | 128 | {'enabled': False, 'images': [{'id': 'ZaGgACbs-Ed1psgFwxZV06yT9YK_x40PNcljpwPPnN4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/wpcJ4kaM6KKhxPUIkFfOGsa5ACGVURFmlt2O5ia8PqM.jpg?width=108&crop=smart&auto=webp&s=2b63bdf51487d798c8c81d77af6c523565e197d9', 'width': 108}, {'height': 108, 'url': 'h... |
H2OGPT not saving documents in database | 1 | Hi, I'm new to this so I may be doing this wrong but on the Windows 11 version of H2OGPT I can upload my documents and create a collection in LangChain Mode-Path. However whenever I restart the documents disappear.
This is a pain as I am trying to analyse my own documents. I've clicked on 'Update DB with new/changed... | 2023-09-11T17:57:09 | https://www.reddit.com/r/LocalLLaMA/comments/16g26qi/h2ogpt_not_saving_documents_in_database/ | ScriptReaderStudio | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16g26qi | false | null | t3_16g26qi | /r/LocalLLaMA/comments/16g26qi/h2ogpt_not_saving_documents_in_database/ | false | false | self | 1 | null |
Serving qlora fine-tuned models in production | 1 | vLLM does not support qlora in production. What are the available approaches at the moment until quantization support is added to vLLM? | 2023-09-11T16:03:07 | https://www.reddit.com/r/LocalLLaMA/comments/16fz5q8/serving_qlora_finetuned_models_in_production/ | ComplexIt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16fz5q8 | false | null | t3_16fz5q8 | /r/LocalLLaMA/comments/16fz5q8/serving_qlora_finetuned_models_in_production/ | false | false | self | 1 | null |
The 4 Essential Dataset Types for LLMs: A Deep Dive | 1 | [removed] | 2023-09-11T15:58:09 | https://www.reddit.com/r/LocalLLaMA/comments/16fz0qb/the_4_essential_dataset_types_for_llms_a_deep_dive/ | l33thaxman | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16fz0qb | false | null | t3_16fz0qb | /r/LocalLLaMA/comments/16fz0qb/the_4_essential_dataset_types_for_llms_a_deep_dive/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'wl5u9lohlRi8mmgYaIC60x2EUTbSOKC6HdZOnzkjtww', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/OD_NLm9D4wFz0ynPHin3ue0jsjubjVgfpmYRXjyMGDM.jpg?width=108&crop=smart&auto=webp&s=31ddc4662e5530704537cddcf8045c12e59faa6e', 'width': 108}, {'height': 162, 'url': 'h... |
Does CPU bottleneck GPU in GPTQ models? | 0 | Will a i7-4770 with an RTX 3090 bottleneck the GPU using GPTQ models in textgen?
​ | 2023-09-11T14:29:11 | https://www.reddit.com/r/LocalLLaMA/comments/16fwqz7/does_cpu_bottleneck_gpu_in_gptq_models/ | Imagummybear23 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16fwqz7 | false | null | t3_16fwqz7 | /r/LocalLLaMA/comments/16fwqz7/does_cpu_bottleneck_gpu_in_gptq_models/ | false | false | self | 0 | null |
ContentatScale and Winston AI as alternatives to Turnitin AI | 0 | As the title says, can these tools be used as alternatives to Turnitin's AI detector? Can anyone speak with any previous experience regarding this? Thank you. | 2023-09-11T14:25:32 | https://www.reddit.com/r/LocalLLaMA/comments/16fwnxa/contentatscale_and_winston_ai_as_alternatives_to/ | psj_2908 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16fwnxa | false | null | t3_16fwnxa | /r/LocalLLaMA/comments/16fwnxa/contentatscale_and_winston_ai_as_alternatives_to/ | false | false | self | 0 | null |
Noob question, how to begin? Questions for the a first time training/running. | 12 | Hi!
I´ve been reading and seeing some videos. However I still have some doubts about the best path and any tips would be greatly appreciated.
1. What do you guys think is the easy model to run at first and them try some training on local data?
2. I would like to train the model using several research paper´s that... | 2023-09-11T14:24:58 | https://www.reddit.com/r/LocalLLaMA/comments/16fwndq/noob_question_how_to_begin_questions_for_the_a/ | No_One_BR | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16fwndq | false | null | t3_16fwndq | /r/LocalLLaMA/comments/16fwndq/noob_question_how_to_begin_questions_for_the_a/ | false | false | self | 12 | null |
Are PCI-E 4.0 x16 and PCI-E 4.0 x4 good enough for 2 GPUs to run LLMs? | 10 | My motherboard is MSI X670P Wifi which has a PCI-E 4.0 x16 and a PCI-E 4.0 x4. I read somewhere that you need at least x8 speed to run LLMs. Could anyone confirm this? Any advice is also welcome! | 2023-09-11T13:12:01 | https://www.reddit.com/r/LocalLLaMA/comments/16fuxl1/are_pcie_40_x16_and_pcie_40_x4_good_enough_for_2/ | tgredditfc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16fuxl1 | false | null | t3_16fuxl1 | /r/LocalLLaMA/comments/16fuxl1/are_pcie_40_x16_and_pcie_40_x4_good_enough_for_2/ | false | false | self | 10 | null |
How To Develop A Token Streaming UI For Your LLaMA model With Go, FastAPI And JS | 1 | I have been struggling with token streaming for a while. Now that I have something solid I thought I would share how I did it because I couldn't find so many useful resources about it on the web...
Basically I needed to build a nice interface for my LLaMA models, allowing me to see the text showing up dynamically o... | 2023-09-11T13:09:38 | https://www.reddit.com/r/LocalLLaMA/comments/16fuvn8/how_to_develop_a_token_streaming_ui_for_your/ | juliensalinas | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16fuvn8 | false | null | t3_16fuvn8 | /r/LocalLLaMA/comments/16fuvn8/how_to_develop_a_token_streaming_ui_for_your/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'wlI6wBz5sfDYABqSyw01yUccWpHrhKSmweaoFT-WH_g', 'resolutions': [{'height': 75, 'url': 'https://external-preview.redd.it/e51Abb4zSfrt-dfj0Ra5LgfHVrzz6XRX9aE-5wDXt1U.jpg?width=108&crop=smart&auto=webp&s=4fbc4c914252035a68763934e2d5991b0146765b', 'width': 108}, {'height': 151, 'url': 'h... |
Integrating llama 2 in word processor? | 5 | I was wondering if there is any way to integrate Llama 2 with a word processor, such as Microsoft Word or Google Docs, so that I can use it to help write and fleah out documents. I think it would be very helpful to have Llama 2 as a writing assistant that can generate content, suggest improvements, or check grammar an... | 2023-09-11T13:06:59 | https://www.reddit.com/r/LocalLLaMA/comments/16futml/integrating_llama_2_in_word_processor/ | EmbarrassedIce9048 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16futml | false | null | t3_16futml | /r/LocalLLaMA/comments/16futml/integrating_llama_2_in_word_processor/ | false | false | self | 5 | null |
OmniQuant of Falcon-180B has been released! | 117 | ERROR: type should be string, got " https://github.com/OpenGVLab/OmniQuant\n\n \nNews\n\n\n[2023/09] 🔥 We have expanded support for Falcon. OmniQuant efficiently compresses Falcon-180b from 335G to 65G, with minimal performance loss. Furthermore, this compression allows for Falcon-180b inference on a single A100 80GB GPU. For details, refer to [runing_falcon180b_on_single_a100_80g](https://github.com/OpenGVLab/OmniQuant/blob/main/runing_falcon180b_on_single_a100_80g.ipynb).\n\n\nhttps://i.imgur.com/11HKigM.png" | 2023-09-11T12:33:36 | https://www.reddit.com/r/LocalLLaMA/comments/16fu45d/omniquant_of_falcon180b_has_been_released/ | ittu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16fu45d | false | null | t3_16fu45d | /r/LocalLLaMA/comments/16fu45d/omniquant_of_falcon180b_has_been_released/ | false | false | self | 117 | {'enabled': False, 'images': [{'id': 'GzPPByNW1RDV8D8rRvkNFHFjESaZGE4vOXGk9NCS_nI', 'resolutions': [{'height': 14, 'url': 'https://external-preview.redd.it/xEw8GsZu9zkRWYNrK5ZT6WYVsxrokFic8WYY2hDTXn0.png?width=108&crop=smart&auto=webp&s=6c543155daf3777c34fdbdc5ea06812d3d6acb46', 'width': 108}, {'height': 28, 'url': 'ht... |
Using RTX-6000 to fine-tune Vicuna | 2 | I am trying to fine-tune vicuna 7b following [this guide](https://github.com/lm-sys/FastChat) but I get a value error stating it is only possible using A-series or V-series gpu.
My question is, do I need these type of GPU to fine tune my model or is there any work-around? | 2023-09-11T12:24:51 | https://www.reddit.com/r/LocalLLaMA/comments/16ftxkj/using_rtx6000_to_finetune_vicuna/ | insane-defaults | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ftxkj | false | null | t3_16ftxkj | /r/LocalLLaMA/comments/16ftxkj/using_rtx6000_to_finetune_vicuna/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': '8gdDInq_TmmDruxFNNtiNzd7qvBrHHzZ_cTL2Iryz5c', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/dppW8DVYXMmkPpSi7A_E3WPesqHS5TOVGQAIwtkFmuU.jpg?width=108&crop=smart&auto=webp&s=fc5d9e1183c2dd198b19bb9bea9537ef0c7f0898', 'width': 108}, {'height': 108, 'url': 'h... |
70B build at $4000 | 36 | Can anyone recommend the hardware for running a 70B model (maybe \`garage-bAInd/Platypus2-70B-instruct\`)? Are 2x3090s my best bet?
Memory (RAM) seems cheap enough so I'd think to throw 256 GB at it? Is there a point when enough is enough?
Does CPU speed make a big difference or is it purely GPU bound? | 2023-09-11T11:06:35 | https://www.reddit.com/r/LocalLLaMA/comments/16fsg44/70b_build_at_4000/ | flemhans | self.LocalLLaMA | 1970-01-01T00:00:00 | 1 | {'gid_2': 1} | 16fsg44 | false | null | t3_16fsg44 | /r/LocalLLaMA/comments/16fsg44/70b_build_at_4000/ | false | false | self | 36 | null |
What is the best LLM for every weight? | 0 | What is the best LLM in the 1b variant as for 3b and 7b 13b 30b and 70b? and why not 256m and 512m 768m too. | 2023-09-11T10:47:33 | https://www.reddit.com/r/LocalLLaMA/comments/16fs3ip/what_is_the_best_llm_for_every_weight/ | Puzzleheaded_Acadia1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 1 | {'gid_2': 1} | 16fs3ip | false | null | t3_16fs3ip | /r/LocalLLaMA/comments/16fs3ip/what_is_the_best_llm_for_every_weight/ | false | false | self | 0 | null |
How to use models on local, w-out downloading with code? | 2 | Hi everyone!
I've been working on Llama, and I made it work. However, this was my model:
​
​
`model = AutoModelForCausalLM.from_pretrained("meta-llama/Llama-2-7b-chat-hf",`
`device_map ='auto',`
`torch_dtype = torch.float16,`
`use_auth_token = True)`
​
As you can see, this is not a quantiz... | 2023-09-11T10:10:30 | https://www.reddit.com/r/LocalLLaMA/comments/16frh5n/how_to_use_models_on_local_wout_downloading_with/ | JavaMaster420 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16frh5n | false | null | t3_16frh5n | /r/LocalLLaMA/comments/16frh5n/how_to_use_models_on_local_wout_downloading_with/ | false | false | self | 2 | null |
Are there any node-based GUIs for LMMs (like comfyui for sd)? | 2 | I'd love to semi-automate workflow(s) that involve multiple multi-turn conversations with minimal programming for brainstorming and model testing.
Comfyui seems just perfect for what I want, but maybe you can do something like this in ooba or silly tavern? | 2023-09-11T10:08:49 | https://www.reddit.com/r/LocalLLaMA/comments/16frg4w/are_there_any_nodebased_guis_for_lmms_like/ | BalorNG | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16frg4w | false | null | t3_16frg4w | /r/LocalLLaMA/comments/16frg4w/are_there_any_nodebased_guis_for_lmms_like/ | false | false | self | 2 | null |
Increase PrivateGPT response length | 0 | The current response often falls short of my need. Does anyone here know how can the response length be increased in PrivateGPT? | 2023-09-11T10:03:11 | https://www.reddit.com/r/LocalLLaMA/comments/16frclm/increase_privategpt_response_length/ | mohityadavx | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16frclm | false | null | t3_16frclm | /r/LocalLLaMA/comments/16frclm/increase_privategpt_response_length/ | false | false | self | 0 | null |
P40 as upgrade to slow PC? | 6 | With interest I've been playing around with a bit of LLM generative text and Stable Diffusion. However, I've been using an old repurposed PC and while I am able to run things, performance is as slow as one might expect with the components I have at my disposal. I am considering either replacing the PC with something bu... | 2023-09-11T09:59:23 | https://www.reddit.com/r/LocalLLaMA/comments/16fra51/p40_as_upgrade_to_slow_pc/ | OdinSA | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16fra51 | false | null | t3_16fra51 | /r/LocalLLaMA/comments/16fra51/p40_as_upgrade_to_slow_pc/ | false | false | self | 6 | null |
Getting crazy high loss finetuning llama2-7b on unstructured data | 6 | ​
https://preview.redd.it/rxfl6h5zclnb1.png?width=1305&format=png&auto=webp&s=017662615e9e9e61b266b566ac752684d2550a5e
https://preview.redd.it/ssszygu7dlnb1.png?width=1663&format=png&auto=webp&s=75c32774790190aaee5c9d7c464cdf0d75f5d0f4
​
Running lous-research/llama-2-7b-hf in oobabooga via Transformer... | 2023-09-11T09:07:03 | https://www.reddit.com/r/LocalLLaMA/comments/16fqfph/getting_crazy_high_loss_finetuning_llama27b_on/ | Goatman117 | self.LocalLLaMA | 1970-01-01T00:00:00 | 1 | {'gid_2': 1} | 16fqfph | false | null | t3_16fqfph | /r/LocalLLaMA/comments/16fqfph/getting_crazy_high_loss_finetuning_llama27b_on/ | false | false | 6 | null | |
Optimizing 'airoboros-l2-?b-gpt4-2.0' for Limited Resources: Seeking Guidance | 0 | Hey everyone,
I'm facing a challenging issue and could really use your help. Here's the situation:
My Setup:
CPU: AMD Ryzen R5 3600
RAM: 8GB (with a 30GB swap file)
GPU: Nvidia RTX 3060 Ti
OS: Ubuntu 22.04 (Linux Lite)
Nvidia drivers: Version 470 (CUDA 11.4)
The Problem:
I'm working with the 'airoboros-l2-... | 2023-09-11T07:56:17 | https://www.reddit.com/r/LocalLLaMA/comments/16fpce9/optimizing_airoborosl2bgpt420_for_limited/ | ravimohankhanna7 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16fpce9 | false | null | t3_16fpce9 | /r/LocalLLaMA/comments/16fpce9/optimizing_airoborosl2bgpt420_for_limited/ | false | false | self | 0 | null |
Quality of vicuna-13B-v1.5-16K-GGUF using LM Studio supersedes any model with text-generation-webui - Is this a good thing? | 50 | Dear Redditors,
I have been trying a number of LLM models on my machine that are in the 13B parameter size to identify which model to use. Now I have 12GB of VRAM so I wanted to test a bunch of 30B models in a tool called LM Studio ([https://lmstudio.ai/](https://lmstudio.ai/)) which I found by looking into the descri... | 2023-09-11T07:14:14 | https://www.reddit.com/r/LocalLLaMA/comments/16fop63/quality_of_vicuna13bv1516kgguf_using_lm_studio/ | SuddenWerewolf7041 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16fop63 | false | null | t3_16fop63 | /r/LocalLLaMA/comments/16fop63/quality_of_vicuna13bv1516kgguf_using_lm_studio/ | false | false | 50 | {'enabled': False, 'images': [{'id': 'BGXfaUMntPZWzYo99FfkrbqxveeayLkICP2FRV6iEYA', 'resolutions': [{'height': 41, 'url': 'https://external-preview.redd.it/YKGi4QwHusqmOVurcNiyfFi7ZB1HzWCOuC7qJyAYQ9w.jpg?width=108&crop=smart&auto=webp&s=96da2c256b06310619199b215ff7567afa27ee58', 'width': 108}, {'height': 83, 'url': 'ht... | |
Fine tuning Llama2 chat? | 2 | Anyone could guide me on how to fine tune Llama2 chat for CBT and mindfulness. Thanks xD | 2023-09-11T06:40:29 | https://www.reddit.com/r/LocalLLaMA/comments/16fo5qh/fine_tuning_llama2_chat/ | Unalomesie | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16fo5qh | false | null | t3_16fo5qh | /r/LocalLLaMA/comments/16fo5qh/fine_tuning_llama2_chat/ | false | false | self | 2 | null |
Python library for indexing and retrieving source code files through an integrated vector database (not mine) | 4 | 2023-09-11T05:12:41 | https://github.com/definitive-io/code-indexer-loop | alphakue | github.com | 1970-01-01T00:00:00 | 0 | {} | 16fmnu0 | false | null | t3_16fmnu0 | /r/LocalLLaMA/comments/16fmnu0/python_library_for_indexing_and_retrieving_source/ | false | false | 4 | {'enabled': False, 'images': [{'id': '9SwJSW7iYkxW53nhhDNn54A1g60Xem5b6HczkP4o-dA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/JqQPOvx0zi_N-1_8woMwbYGGLeeyDUFUpJqUuIlSps8.jpg?width=108&crop=smart&auto=webp&s=4888f9afd315018e62406c88573f4dd75cada0d4', 'width': 108}, {'height': 108, 'url': 'h... | ||
Could I run any model locally with a Geforce GTX 1660 Ti 6GB | 1 | Basically this, is there any worthwhile model that would run locally using an NVIDIA GeForce GTX 1660 Ti with 6GB of memory? | 2023-09-11T04:52:30 | https://www.reddit.com/r/LocalLLaMA/comments/16fma27/could_i_run_any_model_locally_with_a_geforce_gtx/ | jimmc414 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16fma27 | false | null | t3_16fma27 | /r/LocalLLaMA/comments/16fma27/could_i_run_any_model_locally_with_a_geforce_gtx/ | false | false | self | 1 | null |
13B model on 16GB RAM and 8GB VRAM? | 10 | Is that possible? I have a 3050 with 8 GB VRAM and 16 GB RAM. I've been searching everywhere trying to find a solution but I couldn't really find anything. and made some attempts myself, but I feel as if I'm doing something wrong since it took 3+ min to generate a reply and only get <1 tokens...
For more info, I attem... | 2023-09-11T03:53:25 | https://www.reddit.com/r/LocalLLaMA/comments/16fl5i0/13b_model_on_16gb_ram_and_8gb_vram/ | Sensitive_Incident27 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16fl5i0 | false | null | t3_16fl5i0 | /r/LocalLLaMA/comments/16fl5i0/13b_model_on_16gb_ram_and_8gb_vram/ | false | false | self | 10 | null |
Hi, I would love some help regarding building QA chat with Llama | 1 | I'm trying to build a chat for answering with document based knowledge.
The model I trying to use, used Llama2 as base, and train on top of that base. How can I use this model for QA? like, I've seen many guide using llama2 as QA chat but I have no idea how can I add this weights to it.
Here's what I'm trying to us... | 2023-09-11T03:14:14 | https://www.reddit.com/r/LocalLLaMA/comments/16fke96/hi_i_would_love_some_help_regarding_building_qa/ | PuddleCuddle9 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16fke96 | false | null | t3_16fke96 | /r/LocalLLaMA/comments/16fke96/hi_i_would_love_some_help_regarding_building_qa/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'OfpaNFu1iZoJvxuY32RzUhNW2udTRTIecyp5Wv1wqPU', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/GPNhRlfiLJ3IVEEM7UcdJZEwoEfORFcs9zgNvV85MLA.jpg?width=108&crop=smart&auto=webp&s=16b290e08922b290c7c78b2def122d3129ded0cd', 'width': 108}, {'height': 113, 'url': 'h... |
Careful when training LORA using Alpaca format! | 39 | Llama tokenizer make different tokens if you use ### or \\n### and that makes all the difference in interference
Details
This is to inform anybody when you are training.
I spent some time debugging this - because my training somehow sucked when I used ### Instruction ### Response, the interference was all wrong
... | 2023-09-11T01:35:36 | https://www.reddit.com/r/LocalLLaMA/comments/16fiabb/careful_when_training_lora_using_alpaca_format/ | FPham | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16fiabb | false | null | t3_16fiabb | /r/LocalLLaMA/comments/16fiabb/careful_when_training_lora_using_alpaca_format/ | false | false | 39 | null | |
Fine tuning LLaMA 2 | 1 | I am running an instance of 4*24 GB GPUs. A single GPU can't load the 70b model but I wanted to fine tune it to my dataset. How would I go about this? | 2023-09-11T01:32:45 | https://www.reddit.com/r/LocalLLaMA/comments/16fi80q/fine_tuning_llama_2/ | SaatvikRamani | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16fi80q | false | null | t3_16fi80q | /r/LocalLLaMA/comments/16fi80q/fine_tuning_llama_2/ | false | false | self | 1 | null |
Code Llama Parameters | 2 | I have been playing with code Llama (the 7B python one). It does pretty well, but I don't understand what the parameters in the code mean and how I should modify them to work best on my hardware. I'm looking at the code in: [https://github.com/facebookresearch/codellama/blob/main/llama/generation.py](https://github.... | 2023-09-10T23:52:37 | https://www.reddit.com/r/LocalLLaMA/comments/16ffxq4/code_llama_parameters/ | beezlebub33 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ffxq4 | false | null | t3_16ffxq4 | /r/LocalLLaMA/comments/16ffxq4/code_llama_parameters/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'Jan1IqgWQFD57hGifKdQzDb1QzCkX_qFPj4rhliGk7k', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/sShGhnZGYhVxhkALwYpQehstq-bKaQcUJJzAQLRP-aw.jpg?width=108&crop=smart&auto=webp&s=bd935217c41e6ace4d0b7e0e320dd15352085a83', 'width': 108}, {'height': 108, 'url': 'h... |
How long does it take to load model normally? | 3 | For me, 13B model took about 200 seconds, and 180B took more than 1 hour, is this normal?
https://preview.redd.it/x2s2h5o8linb1.png?width=740&format=png&auto=webp&s=3855574859154d60f2971f36b3e0acecc7134836 | 2023-09-10T23:44:27 | https://www.reddit.com/r/LocalLLaMA/comments/16ffqk7/how_long_does_it_take_to_load_model_normally/ | Defiant_Hawk_4731 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ffqk7 | false | null | t3_16ffqk7 | /r/LocalLLaMA/comments/16ffqk7/how_long_does_it_take_to_load_model_normally/ | false | false | 3 | null | |
Is the 3060 with 12gb of ram okay for a LLM exclusive API server? | 0 | The goal is that I use this server on any and all applications I could need the ChatGPT API on in an effort to ditch it. I'm going to be running Llama2-13b-Chat and for a while I've been running it on CPU at about 6 t/s. My goal is to increase the speed as much as possible.
Also, would it be a better idea to just setu... | 2023-09-10T23:39:23 | https://www.reddit.com/r/LocalLLaMA/comments/16ffm6z/is_the_3060_with_12gb_of_ram_okay_for_a_llm/ | -Plutonium- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ffm6z | false | null | t3_16ffm6z | /r/LocalLLaMA/comments/16ffm6z/is_the_3060_with_12gb_of_ram_okay_for_a_llm/ | false | false | self | 0 | null |
Data Extraction using fine-tuned Llama or any other LLM? | 0 |
Hey Reddit,
I'm working on a tool to pull data from highly irregular Excel files. I've gotten reasonable results which is extremely fast with standard Python coding, but it's far from perfect due to the lack of standardized templates.
Interestingly, when I tested ChatGPT-4 on a sample table, it did a decent job at ... | 2023-09-10T23:03:22 | https://www.reddit.com/r/LocalLLaMA/comments/16feqwu/data_extraction_using_finetuned_llama_or_any/ | rs35plus1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16feqwu | false | null | t3_16feqwu | /r/LocalLLaMA/comments/16feqwu/data_extraction_using_finetuned_llama_or_any/ | false | false | self | 0 | null |
Meta Is Developing a New, More Powerful AI System as Technology Race Escalates | 117 | 2023-09-10T23:03:21 | https://www.wsj.com/tech/ai/meta-is-developing-a-new-more-powerful-ai-system-as-technology-race-escalates-decf9451 | hzj5790 | wsj.com | 1970-01-01T00:00:00 | 0 | {} | 16feqw6 | false | null | t3_16feqw6 | /r/LocalLLaMA/comments/16feqw6/meta_is_developing_a_new_more_powerful_ai_system/ | false | false | 117 | {'enabled': False, 'images': [{'id': '55LVCrtKrMX3T9qfEtCyWuvCswUr0nN14F-1SUnZYxE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/_OCGjFpHvh9aSJ6q8GO9mDHTOQ0Qf_5qaWb4AMcS9ss.jpg?width=108&crop=smart&auto=webp&s=e56e369ec93aca35a99de9830a8b608948668143', 'width': 108}, {'height': 108, 'url': 'h... | ||
What type of model Joyland is using. | 1 | Joyland ai is using very interesting model, why it's interesting well it's uses few relpies I tried many models such as mythomax but those model give me story reply or whatever I want for causal chatting with a character, my question would be what model can do that? | 2023-09-10T22:24:35 | https://www.reddit.com/r/LocalLLaMA/comments/16fdsl4/what_type_of_model_joyland_is_using/ | swwer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16fdsl4 | false | null | t3_16fdsl4 | /r/LocalLLaMA/comments/16fdsl4/what_type_of_model_joyland_is_using/ | false | false | self | 1 | null |
Editing specific sections of documents? | 1 | Are there any pipelines or perhaps a Langchain chain that would allow me to use an LLM to identify and edit specific portions/sections of a document based on a query?
I understand I can have the document indexed using an abrupt character split of a set number of characters, and edit the relevant chunk and re-append t... | 2023-09-10T22:23:03 | https://www.reddit.com/r/LocalLLaMA/comments/16fdr8r/editing_specific_sections_of_documents/ | ShaneMathy911 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16fdr8r | false | null | t3_16fdr8r | /r/LocalLLaMA/comments/16fdr8r/editing_specific_sections_of_documents/ | false | false | self | 1 | null |
Dynalang code released | 25 | Disclaimer: I'm not responsible for the code or paper.
[Dynalang leverages diverse types of language to solve tasks by using language to predict the future via a multimodal world model.](https://reddit.com/link/16fd097/video/cwn9ovsq1inb1/player)
Code: [https://github.com/jlin816/dynalang](https://github.com/jlin816/... | 2023-09-10T21:54:14 | https://www.reddit.com/r/LocalLLaMA/comments/16fd097/dynalang_code_released/ | ninjasaid13 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16fd097 | false | null | t3_16fd097 | /r/LocalLLaMA/comments/16fd097/dynalang_code_released/ | false | false | 25 | {'enabled': False, 'images': [{'id': 'aNwPHA6U-XUNV4B2lVhRynEz0EOkPRSyPpKMyjvYkgY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/KJbWui38p5IAiLEyD2bzkRGZ3N94KWEiMSRzGSuYH8w.jpg?width=108&crop=smart&auto=webp&s=6b43263969f6d66371d6aa191d926e3d111af291', 'width': 108}, {'height': 108, 'url': 'h... | |
Are there any graphics cards priced ≤ 300€ that offer good performance for Transformers LLM training and inference? | 9 | Are there any graphics cards priced ≤ 300€ that offer good performance for Transformers LLM training and inference? (Used would be totally ok too)
I like to train small LLMs (3B, 7B, 13B). Already trained a few.
But I want to get things running locally on my own GPU, so I decided to buy a GPU. Now I am looking aroun... | 2023-09-10T21:25:58 | https://www.reddit.com/r/LocalLLaMA/comments/16fc9i6/are_there_any_graphics_cards_priced_300_that/ | InternationalTeam921 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16fc9i6 | false | null | t3_16fc9i6 | /r/LocalLLaMA/comments/16fc9i6/are_there_any_graphics_cards_priced_300_that/ | false | false | self | 9 | null |
KoboldCPP / LlamaCPP Frankensteined - Some Blast Batch Size tests | 12 | Some results with llamacpp-frankensteined\_b1204e\_b1209\_Cublas\_12.1\_bin (link at the bottom of the page), testing various values for **Blast Batch Size (BBS) :**
--blasbatchsize x
**Tests of VRAM occupation made on a RTX 3090 with full layers offload :**
**For all :**
llm\_load\_tensors: VRAM used: 16958 MB... | 2023-09-10T20:24:05 | https://www.reddit.com/r/LocalLLaMA/comments/16famrm/koboldcpp_llamacpp_frankensteined_some_blast/ | Nexesenex | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16famrm | false | null | t3_16famrm | /r/LocalLLaMA/comments/16famrm/koboldcpp_llamacpp_frankensteined_some_blast/ | false | false | 12 | {'enabled': False, 'images': [{'id': 'sK7Y9HZpllGqqgn2-fKa0H1PoN54ZTwGMyuutmT7JtE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/uRLtDGK633cK_iqcxs3EcyKCS7XXKQ_9Ox_5EQ9FnSI.jpg?width=108&crop=smart&auto=webp&s=5144621337daa51eb6689587ec5204b6cebe4017', 'width': 108}, {'height': 108, 'url': 'h... | |
is this build good for ai? | 2 | Processor: Ryzen 9 7900X.
Graphics card: NVIDIA founders RTX 3090.
CPU cooler: Cooler Master Hyper 212 Black Edition.
Motherboard: Gigabyte B650 Aorus Elite AX ATX AM5.
SSD: Samsung 970 EVO Plus 2 TB.
Case: Corsair D4000 airflow ATX mid Tower case.
Power Supply: Corsair RM750e 750W. | 2023-09-10T20:14:45 | https://www.reddit.com/r/LocalLLaMA/comments/16fadzb/is_this_build_good_for_ai/ | Many-Corner-6700 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16fadzb | false | null | t3_16fadzb | /r/LocalLLaMA/comments/16fadzb/is_this_build_good_for_ai/ | false | false | self | 2 | null |
What settings to load falcon-180b-chat.Q3_K_L.gguf in textgen webui with 2x 4090s and 64gb of ram? | 2 | I've only used gptq models and I can't get this working. Through playing around randomly I managed to load it with:
n-gpu-layers 42
n\_ctx 2048
threads 16 (using 5950x)
n\_batch 511 (I have no idea what this means)
tensor split 23, 24
But when I try inferrence I get:
`CUDA error 2 at D:\a\llama-cpp-python-cuBLAS... | 2023-09-10T20:13:07 | https://www.reddit.com/r/LocalLLaMA/comments/16facgu/what_settings_to_load_falcon180bchatq3_k_lgguf_in/ | UnarmedPug | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16facgu | false | null | t3_16facgu | /r/LocalLLaMA/comments/16facgu/what_settings_to_load_falcon180bchatq3_k_lgguf_in/ | false | false | self | 2 | null |
Any problems with mixing GPUs? 4090+3090 | 1 | I have a 4090 and want to expand to get 48GB of VRAM to run larger models.
Is it a bad idea to pair it with a 3090? Will this give me trouble if I'm trying to do anything beyond inference like training?
3090s are cheaper and I saw on this forum someone mentioned that it works just fine.
I also saw that pairing GPUs ... | 2023-09-10T19:23:32 | https://www.reddit.com/r/LocalLLaMA/comments/16f91ql/any_problems_with_mixing_gpus_40903090/ | yellowcustard77 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16f91ql | false | null | t3_16f91ql | /r/LocalLLaMA/comments/16f91ql/any_problems_with_mixing_gpus_40903090/ | false | false | self | 1 | null |
Why are there no consumer grade ML GPU cards in between memory starved Gamer GPUs and superexpensive Enterprise GPUs? | 142 |
Okay, unless I'm missing something you either get a gaming gpu thats limited to 24gb which is just fine for gamers but is a pathetic amount of memory to even do inference with all but the smallest models let alone train and has very limited to nonexistent capability to link together.
Or you put on a fedora and trench... | 2023-09-10T18:43:52 | https://www.reddit.com/r/LocalLLaMA/comments/16f7zb4/why_are_there_no_consumer_grade_ml_gpu_cards_in/ | cyborgsnowflake | self.LocalLLaMA | 1970-01-01T00:00:00 | 1 | {'gid_2': 1} | 16f7zb4 | false | null | t3_16f7zb4 | /r/LocalLLaMA/comments/16f7zb4/why_are_there_no_consumer_grade_ml_gpu_cards_in/ | false | false | self | 142 | null |
Is era of training models from scratch over | 28 | With era of all open source models and open source optimisation tools.
Is era of training models over for mid level companies.
Training huge models is now also becoming more and more expensive.
ML is more about how to speed up and optimistize ml models for use cases.
What do you guys think | 2023-09-10T18:36:23 | https://www.reddit.com/r/LocalLLaMA/comments/16f7tvu/is_era_of_training_models_from_scratch_over/ | Spiritual-Rub925 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16f7tvu | false | null | t3_16f7tvu | /r/LocalLLaMA/comments/16f7tvu/is_era_of_training_models_from_scratch_over/ | false | false | self | 28 | null |
Local AI PC build advice | 1 | [removed] | 2023-09-10T18:27:52 | https://www.reddit.com/r/LocalLLaMA/comments/16f7lx3/local_ai_pc_build_advice/ | Ewypig | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16f7lx3 | false | null | t3_16f7lx3 | /r/LocalLLaMA/comments/16f7lx3/local_ai_pc_build_advice/ | false | false | self | 1 | null |
Model/LoRA with up to date LLM knowledge | 2 | I have what I would consider basic questions about transformer models, and how various technologies interface with each other. I don't think these kinds of questions are valuable enough ask here, but I'm still curious. Has anyone trained/fine-tuned something that can answer these questions for me? I realize that state ... | 2023-09-10T18:06:23 | https://www.reddit.com/r/LocalLLaMA/comments/16f71x9/modellora_with_up_to_date_llm_knowledge/ | clyspe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16f71x9 | false | null | t3_16f71x9 | /r/LocalLLaMA/comments/16f71x9/modellora_with_up_to_date_llm_knowledge/ | false | false | self | 2 | null |
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