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I want an extreme upgrade for my PC's motherboard in order to fit 256GB RAM. Which motherboard is extreme and reliable enough for this? | 2 | I can currently max out my RAM at 128GB but I'm not satisfied with that. I want more. I wanna make sure LLAmA 2 is my bitch when it comes to RAM (VRAM will be a different story). I also wanna go ahead and upgrade my processor to an i9 while I'm at it later.
What do you guys recommend when it comes to such an extreme ... | 2023-09-21T23:34:35 | https://www.reddit.com/r/LocalLLaMA/comments/16ov1cq/i_want_an_extreme_upgrade_for_my_pcs_motherboard/ | swagonflyyyy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ov1cq | false | null | t3_16ov1cq | /r/LocalLLaMA/comments/16ov1cq/i_want_an_extreme_upgrade_for_my_pcs_motherboard/ | false | false | self | 2 | null |
I want an extreme upgrade for my PC's motherboard in order to fit 256GB RAM. Which motherboard is extreme and reliable enough for this? | 2 | I can currently max out my RAM at 128GB but I'm not satisfied with that. I want more. I wanna make sure LLAmA 2 is my bitch when it comes to RAM (VRAM will be a different story). I also wanna go ahead and upgrade my processor to an i9 while I'm at it later.
What do you guys recommend when it comes to such an extreme ... | 2023-09-21T23:34:35 | https://www.reddit.com/r/LocalLLaMA/comments/16ov1cz/i_want_an_extreme_upgrade_for_my_pcs_motherboard/ | swagonflyyyy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ov1cz | false | null | t3_16ov1cz | /r/LocalLLaMA/comments/16ov1cz/i_want_an_extreme_upgrade_for_my_pcs_motherboard/ | false | false | self | 2 | null |
Don't sleep on Xwin-LM-70B-V0.1 for roleplay | 63 | I've been testing out some of the more recent Llama2 70b models, and I have to say Xwin-LM-70B-V0.1 might be my new favorite. It will do NSFW just fine and seems to "follow the script" better than any other model I've tested recently. Although I haven't tested it personally, I imagine the 13b version is worth a look to... | 2023-09-21T22:51:08 | https://www.reddit.com/r/LocalLLaMA/comments/16ou180/dont_sleep_on_xwinlm70bv01_for_roleplay/ | sophosympatheia | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ou180 | false | null | t3_16ou180 | /r/LocalLLaMA/comments/16ou180/dont_sleep_on_xwinlm70bv01_for_roleplay/ | false | false | self | 63 | null |
GGUF models load but always return 0 tokens. | 1 | Has anyone seen this before? Any troubleshooting tips are appreciated.
I'm on Ubuntu 22.02 using webui and the llama.cpp loader.
The GGUF models load without error, but then on generation I see:
Traceback (most recent call last):
File "/home/g/AI/text/oobabooga_linux/text-generation-webui/modules/callbacks... | 2023-09-21T21:51:01 | https://www.reddit.com/r/LocalLLaMA/comments/16osj0l/gguf_models_load_but_always_return_0_tokens/ | compendium | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16osj0l | false | null | t3_16osj0l | /r/LocalLLaMA/comments/16osj0l/gguf_models_load_but_always_return_0_tokens/ | false | false | self | 1 | null |
Xwin-LM - New Alpaca Eval Leader - ExLlamaV2 quants | 17 | https://github.com/Xwin-LM/Xwin-LM
https://tatsu-lab.github.io/alpaca_eval/
I know its not a great metric but top of the board has to count for something, right? I quantized the 7B model to 8bpw exl2 format last night, and the model is a nicely verbose and coherent storyteller.
https://huggingface.co/UnstableLlama/X... | 2023-09-21T21:38:11 | https://www.reddit.com/r/LocalLLaMA/comments/16os70e/xwinlm_new_alpaca_eval_leader_exllamav2_quants/ | Unstable_Llama | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16os70e | false | null | t3_16os70e | /r/LocalLLaMA/comments/16os70e/xwinlm_new_alpaca_eval_leader_exllamav2_quants/ | false | false | self | 17 | {'enabled': False, 'images': [{'id': 'ToKi1elIgPHnDTp37xLtb-ady-K38rPnKWR2kTpHN0s', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/KBcJa3sgchMwrz3MatoR__tivRrtq9yERkFpo-VsRJ0.jpg?width=108&crop=smart&auto=webp&s=6fa20eb11f871b8596d8e11d60502925242ddfab', 'width': 108}, {'height': 108, 'url': 'h... |
ETL/pre-processing options besides Unstructured.io | 0 | Have folks found other tools comparable to [Unstructured.io](https://Unstructured.io)? I'm trying to understand the space better, and I'm not sure which options for enterprise data pre-processing (to support RAG) are most similar (vs more limited/DIY solutions). | 2023-09-21T21:36:58 | https://www.reddit.com/r/LocalLLaMA/comments/16os5y2/etlpreprocessing_options_besides_unstructuredio/ | kanzeon88 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16os5y2 | false | null | t3_16os5y2 | /r/LocalLLaMA/comments/16os5y2/etlpreprocessing_options_besides_unstructuredio/ | false | false | self | 0 | null |
Airoboros 70b talking to itself | 1 | [removed] | 2023-09-21T21:07:49 | https://www.reddit.com/r/LocalLLaMA/comments/16oreiw/airoboros_70b_talking_to_itself/ | NickDifuze | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16oreiw | false | null | t3_16oreiw | /r/LocalLLaMA/comments/16oreiw/airoboros_70b_talking_to_itself/ | false | false | self | 1 | null |
Blind Chat - OS privacy-first ChatGPT alternative, running fully in-browser | 19 | Blind Chat is an Open Source UI (powered by chat-ui) that runs the model directly in your browser and performs inference locally using transformers.js. No data ever leaves your device. The current version uses a Flan T5-based model, but could potentially be replaced with other models.
Tweet: [https://twitter.com/xenov... | 2023-09-21T18:29:37 | https://www.reddit.com/r/LocalLLaMA/comments/16onc37/blind_chat_os_privacyfirst_chatgpt_alternative/ | hackerllama | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16onc37 | false | null | t3_16onc37 | /r/LocalLLaMA/comments/16onc37/blind_chat_os_privacyfirst_chatgpt_alternative/ | false | false | self | 19 | {'enabled': False, 'images': [{'id': '7KkrYKC6F2B9dvzycyXlmNk1M_EO3_51gcimAnT9jdY', 'resolutions': [{'height': 57, 'url': 'https://external-preview.redd.it/OdYrgdh43B0a4VnPqjW7y8k-5RpaIY1aAWZCevWm0ZQ.jpg?width=108&crop=smart&auto=webp&s=ad27ff897007db51896e8ca9c6c28589e1cd27e1', 'width': 108}], 'source': {'height': 74,... |
Optimal KoboldCPP settings for Ryzen 7 5700u? | 6 | i'm running a 13B q5_k_m model on a laptop with a Ryzen 7 5700u and 16GB of RAM (no dedicated GPU), and I wanted to ask how I can maximize my performance.
i set the following settings in my koboldcpp config:
CLBlast with 4 layers offloaded to iGPU
9 Threads
9 BLAS Threads
1024 BLAS batch size
High Priority
Use mlock... | 2023-09-21T18:05:38 | https://www.reddit.com/r/LocalLLaMA/comments/16omqku/optimal_koboldcpp_settings_for_ryzen_7_5700u/ | Amazing-Moment953 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16omqku | false | null | t3_16omqku | /r/LocalLLaMA/comments/16omqku/optimal_koboldcpp_settings_for_ryzen_7_5700u/ | false | false | self | 6 | null |
Getting completely random stuff with LlamaCpp when using the llama-2-7b.Q4_K_M.gguf model | 7 | Hello first I must say: I'm completely new to this. Today I tried the llama 7b model and this code
from langchain.llms import LlamaCpp
model = LlamaCpp(
verbose=False,
model_path="./model/llama-2-7b.Q4_K_M.gguf",
)
o = model("Hi how are you?")
print(o)
Returns a completel... | 2023-09-21T17:13:49 | https://www.reddit.com/r/LocalLLaMA/comments/16oldrp/getting_completely_random_stuff_with_llamacpp/ | DasEvoli | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16oldrp | false | null | t3_16oldrp | /r/LocalLLaMA/comments/16oldrp/getting_completely_random_stuff_with_llamacpp/ | false | false | self | 7 | null |
Worthwhile to use 6GB 1660S with 24GB 3090? | 17 | I'm completely new to this, never ran Llama before at all so I'm starting from ground zero.
I've built a server with these specs:
CPUs: 2x Xeon E5-2699v4 (combined 44 cores/88 threads)
RAM: 512GB DDR4 2400
GPU: 24GB RTX 3090
SSD: 4x 2TB NVMe, configured in ZFS Mirrored 2x VDEVs
OS: Unraid
I'm wanting to use it ... | 2023-09-21T17:00:25 | https://www.reddit.com/r/LocalLLaMA/comments/16ol36s/worthwhile_to_use_6gb_1660s_with_24gb_3090/ | bornsupercharged | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ol36s | false | null | t3_16ol36s | /r/LocalLLaMA/comments/16ol36s/worthwhile_to_use_6gb_1660s_with_24gb_3090/ | false | false | self | 17 | {'enabled': False, 'images': [{'id': 'bnN7PD3SNaxlQ7JI9JdfbArPhs5CNAF3fkYaHoJCbYc', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/FSWigWLcOwfOjThFpDPEAfYspAP3jyGtHZFfM8x47lI.jpg?width=108&crop=smart&auto=webp&s=26722c52cecd2001cbace4f1b5cb97d3bcda78dd', 'width': 108}, {'height': 113, 'url': 'h... |
Looking for an Energy-Efficient NUC like or Single-Board computer to Run llama models | 10 | Hi everyone! Do any of you guys have any recommendations for a energy-efficient NUC like or single-board computer capable of running Llama models like 7B and 13B (or even larger ones if that’s even possible) with decent speed?
Thanks in advance | 2023-09-21T16:59:25 | https://www.reddit.com/r/LocalLLaMA/comments/16ol2el/looking_for_an_energyefficient_nuc_like_or/ | the_Loke | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ol2el | false | null | t3_16ol2el | /r/LocalLLaMA/comments/16ol2el/looking_for_an_energyefficient_nuc_like_or/ | false | false | self | 10 | null |
BlindChat: Fully in-browser and private Conversational AI with Transformers.js for local inference | 1 | 2023-09-21T16:57:42 | https://huggingface.co/spaces/mithril-security/blind_chat | Separate-Still3770 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 16ol132 | false | null | t3_16ol132 | /r/LocalLLaMA/comments/16ol132/blindchat_fully_inbrowser_and_private/ | false | false | default | 1 | null | |
Back into LLMs, what are the best LLMs now for 12GB VRAM GPU? | 36 | My GPU was pretty much always busy with AI art, but now that I bought a better new one, I have a 12GB card sitting in a computer built mostly from used spare parts ready for use.
What are now the best 12GB VRAM runnable LLMs for:
* programming
* general chat
* nsfw sensual chat
Thanks | 2023-09-21T16:17:15 | https://www.reddit.com/r/LocalLLaMA/comments/16ok2wx/back_into_llms_what_are_the_best_llms_now_for/ | ptitrainvaloin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ok2wx | false | null | t3_16ok2wx | /r/LocalLLaMA/comments/16ok2wx/back_into_llms_what_are_the_best_llms_now_for/ | false | false | self | 36 | null |
My crackpot theory of what Llama 3 could be | 1 | [removed] | 2023-09-21T15:59:35 | https://www.reddit.com/r/LocalLLaMA/comments/16ojmi8/my_crackpot_theory_of_what_llama_3_could_be/ | hapliniste | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ojmi8 | false | null | t3_16ojmi8 | /r/LocalLLaMA/comments/16ojmi8/my_crackpot_theory_of_what_llama_3_could_be/ | false | false | self | 1 | null |
Dis-encouraging first experience- likely I am doing something wrong? | 2 | I installed GPT4All and Llama2. First impressions:
* Doesn't stick to German. Prompted to answer everything in German but fails misserably.
* LocalDocs Collection is enabled, german text files. Seldom picks content form the local collection, answers are in english language and answers are very unspecific, even though ... | 2023-09-21T15:26:12 | https://www.reddit.com/r/LocalLLaMA/comments/16oit10/disencouraging_first_experience_likely_i_am_doing/ | JohnDoe365 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16oit10 | false | null | t3_16oit10 | /r/LocalLLaMA/comments/16oit10/disencouraging_first_experience_likely_i_am_doing/ | false | false | self | 2 | null |
Help with low VRAM Usage | 1 | I’ve recently got a RTX 3090, and I decided to run Llama 2 7b 8bit. When using it my gpu usage stays at around 30% and my VRAM stays at about 50%. I know this wouldn’t be bad for a video game, but im ignorant of the implications when it comes to a LLMs. Also despite the upgrade the t/s hasn’t increased much at all. Sta... | 2023-09-21T14:51:19 | https://www.reddit.com/r/LocalLLaMA/comments/16ohx4r/help_with_low_vram_usage/ | marv34001 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ohx4r | false | null | t3_16ohx4r | /r/LocalLLaMA/comments/16ohx4r/help_with_low_vram_usage/ | false | false | self | 1 | null |
LLL Deployment | 2 | Hi, I have filled the form to get the access llama2 and it’s been a week, I have received no reply. Is there any other model that can be accessed which provides result if not better, just perform same as llama and is not gated a repo. I know that codellama is not gated and open llama is similar but not in a true sense.... | 2023-09-21T14:38:16 | https://www.reddit.com/r/LocalLLaMA/comments/16ohlhj/lll_deployment/ | Old_Celebration1945 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ohlhj | false | null | t3_16ohlhj | /r/LocalLLaMA/comments/16ohlhj/lll_deployment/ | false | false | self | 2 | null |
Train Llama2 in RAG Context End to End | 34 | 2023-09-21T14:33:14 | https://colab.research.google.com/drive/1QOOasOUJ2RR6owcJ9_6ccZLqu1Y06HWo | jacobsolawetz | colab.research.google.com | 1970-01-01T00:00:00 | 0 | {} | 16ohh4h | false | null | t3_16ohh4h | /r/LocalLLaMA/comments/16ohh4h/train_llama2_in_rag_context_end_to_end/ | false | false | 34 | {'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': '... | ||
Looking for fine-tuners who want to build an exciting new model - | 8 | Someone recently placed the entirety of PyPI on Hugging Face, \[See Tweet Here\]([https://twitter.com/VikParuchuri/status/1704670850694451661](https://twitter.com/VikParuchuri/status/1704670850694451661)). This is actually very cool.
​
The timing is great, because yesterday I introduced RAG into the synthet... | 2023-09-21T14:02:33 | https://www.reddit.com/r/LocalLLaMA/comments/16ogr0j/looking_for_finetuners_who_want_to_build_an/ | docsoc1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ogr0j | false | null | t3_16ogr0j | /r/LocalLLaMA/comments/16ogr0j/looking_for_finetuners_who_want_to_build_an/ | false | false | self | 8 | {'enabled': False, 'images': [{'id': '2BRF62XzG-oU1DEV0DDwwsxrFrVgEasL3xFoqB5C1X0', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/zTgcdJWy6XTVnLdTTRn-oSQIkebVpEXcQl80Pfsp9uI.jpg?width=108&crop=smart&auto=webp&s=758a5480f4dd875662a10d131455aa26a0d3e6d0', 'width': 108}], 'source': {'height': 14... |
Inference - how to always select the most likely next token? | 3 | So I have a nice model. Our use case requests that we provide the most likely outcome, i.e. our use case is not creative but should have high accuracy to hit exactly what we want.
How can we set top_p, top_k and temperature in such a way that we always get the most likely next token? | 2023-09-21T13:49:36 | https://www.reddit.com/r/LocalLLaMA/comments/16ogfqo/inference_how_to_always_select_the_most_likely/ | ComplexIt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ogfqo | false | null | t3_16ogfqo | /r/LocalLLaMA/comments/16ogfqo/inference_how_to_always_select_the_most_likely/ | false | false | self | 3 | null |
AI Makerspace event | 3 | At 2:00 PM EST/11:00 AM PST watch [**AI Makerspace**](https://www.linkedin.com/company/99895334/admin/feed/posts/#) present "Smart RAG" and see Arcee's approach to e2e RAG including a LIVE DEMO.
Event Title: Smart RAG: Domain-specific fine-tuning for end-to-end applications
Event page: https://lu.ma/smartRAG | 2023-09-21T13:38:37 | https://www.reddit.com/r/LocalLLaMA/comments/16og6ol/ai_makerspace_event/ | benedict_eggs17 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16og6ol | false | null | t3_16og6ol | /r/LocalLLaMA/comments/16og6ol/ai_makerspace_event/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'QqSY3F9i2BgB-OdT_JpQr1vBqr2oq4spYNzkghHXwCM', 'resolutions': [], 'source': {'height': 64, 'url': 'https://external-preview.redd.it/5ZI7oL3JTPPt59G0vTfOaQMHvka17QCAdFnF87leUeA.jpg?auto=webp&s=52cc36e047bdca039326e84d3b7ce7aabaf12be6', 'width': 64}, 'variants': {}}]} |
x2 4090 vs x1 A6000 | 1 | [removed] | 2023-09-21T12:55:37 | https://www.reddit.com/r/LocalLLaMA/comments/16of81y/x2_4090_vs_x1_a6000/ | dhammo2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16of81y | false | null | t3_16of81y | /r/LocalLLaMA/comments/16of81y/x2_4090_vs_x1_a6000/ | false | false | self | 1 | null |
New to LLMs: Seeking Feedback on Feasibility of Hierarchical Multi-Label Text Classification for Large Web Archives | 6 | Hello, I'm new to LLMs. I would like some critique as I may not have a proper understanding of LLMs.
​
I would like to assess the possibility of performing text classification on extensive web archive files.
Specifically, I'd like the LLM to categorize the text into predefined categories **rather than provid... | 2023-09-21T11:25:21 | https://www.reddit.com/r/LocalLLaMA/comments/16odb9s/new_to_llms_seeking_feedback_on_feasibility_of/ | ReversingEntropy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16odb9s | false | null | t3_16odb9s | /r/LocalLLaMA/comments/16odb9s/new_to_llms_seeking_feedback_on_feasibility_of/ | false | false | self | 6 | null |
How you do hyper-parameter tuning in fine-tuning of a model? | 1 | lora\_alpha = 16
lora\_dropout = 0.1
lora\_r = 64
per\_device\_train\_batch\_size = 5
gradient\_accumulation\_steps = 5
optim = "paged\_adamw\_32bit"
save\_steps = 10
logging\_steps = 5
learning\_rate = 1e-4
max\_grad\_norm = 0.6
max\_steps = 30
warmup\_ratio = 0.2
lr\_scheduler\_type = "constant"
​... | 2023-09-21T11:08:35 | https://www.reddit.com/r/LocalLLaMA/comments/16od08f/how_you_do_hyperparameter_tuning_in_finetuning_of/ | Anu_Rag9704 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16od08f | false | null | t3_16od08f | /r/LocalLLaMA/comments/16od08f/how_you_do_hyperparameter_tuning_in_finetuning_of/ | false | false | self | 1 | null |
During the inference of a fine-tuned model, which tokenizer to use? from the base model or from fine tuned adapter? (falcon and llama) | 1 | During the inference of a fine-tuned model, which tokenizer to use? from the base model or from fine tuned adapter? (falcon and llama) | 2023-09-21T11:05:44 | https://www.reddit.com/r/LocalLLaMA/comments/16ocyew/during_the_inference_of_a_finetuned_model_which/ | Anu_Rag9704 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ocyew | false | null | t3_16ocyew | /r/LocalLLaMA/comments/16ocyew/during_the_inference_of_a_finetuned_model_which/ | false | false | self | 1 | null |
What happens to all those H100? | 107 | So nvidia plans to [ship 500k H100](https://www.businessinsider.com/nvidia-triple-production-h100-chips-ai-drives-demand-2023-8) GPUs this year (triple that in 2024). GPT4 was trained on 25k A100s in \~3months.
So will we have many GPT4-class models soon? What do guys reckon the share of H100 is that are used to train... | 2023-09-21T11:05:28 | https://www.reddit.com/r/LocalLLaMA/comments/16ocy8y/what_happens_to_all_those_h100/ | Scarmentado | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ocy8y | false | null | t3_16ocy8y | /r/LocalLLaMA/comments/16ocy8y/what_happens_to_all_those_h100/ | false | false | self | 107 | {'enabled': False, 'images': [{'id': '9VvMnwSOAz8Js1oEGSnrr-ZVVOdVzYjURsqXmAAJtNA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Aqyl0HT6LdiVc449TMDi7jkzNiwPTJC5KOlxDn-c7C8.jpg?width=108&crop=smart&auto=webp&s=8e1cd7767b5cc7a05b46c440ba6e0cc4fe92a40c', 'width': 108}, {'height': 108, 'url': 'h... |
Falcon7b instruct finetuning, is this the correct graph? cyclic nature seems suspicious. | 25 | 2023-09-21T10:28:25 | Anu_Rag9704 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 16ocb6l | false | null | t3_16ocb6l | /r/LocalLLaMA/comments/16ocb6l/falcon7b_instruct_finetuning_is_this_the_correct/ | false | false | 25 | {'enabled': True, 'images': [{'id': 'YejktDeVB38Yt3XPYZbA0UPSri6XZIogiH5dJEMiG3o', 'resolutions': [{'height': 101, 'url': 'https://preview.redd.it/5w6jlgwo5lpb1.png?width=108&crop=smart&auto=webp&s=de6709d24732a2778ed923a054f72b4b9f726b16', 'width': 108}, {'height': 202, 'url': 'https://preview.redd.it/5w6jlgwo5lpb1.pn... | |||
How do I find out the context size of a model? | 12 | How do I tell, for example, the context size of [this](https://huggingface.co/TheBloke/Pygmalion-2-13B-SuperCOT-weighed-GGUF) model? Is it 4k or 8k? | 2023-09-21T08:28:54 | https://www.reddit.com/r/LocalLLaMA/comments/16oae0h/how_do_i_find_out_the_context_size_of_a_model/ | Barafu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16oae0h | false | null | t3_16oae0h | /r/LocalLLaMA/comments/16oae0h/how_do_i_find_out_the_context_size_of_a_model/ | false | false | self | 12 | {'enabled': False, 'images': [{'id': 'mnnGoQzMpoArWvahEXtgVgzM9UH9DCGdkx1-9iIJric', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Kpctp-yneWMLYS0kxZUEpFNIOTphiBRDlhwmIvySxwg.jpg?width=108&crop=smart&auto=webp&s=4ed8d4fc05ddea4fb9e9e780c8bd7e37c2157725', 'width': 108}, {'height': 116, 'url': 'h... |
[OC] Chasm - a multiplayer generative text adventure game | 68 | 2023-09-21T08:20:29 | https://github.com/atisharma/chasm_engine | _supert_ | github.com | 1970-01-01T00:00:00 | 0 | {} | 16oa9dw | false | null | t3_16oa9dw | /r/LocalLLaMA/comments/16oa9dw/oc_chasm_a_multiplayer_generative_text_adventure/ | false | false | 68 | {'enabled': False, 'images': [{'id': 'eDUZqxduh4C3X3h3h7eXaooxj4r0Tz0c8aUHiADl_-4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/2Nqs231bvwY4Ha12OPig7zxlsyYbNM9xR29XrWZKTBw.jpg?width=108&crop=smart&auto=webp&s=1572320495af5d997e40a2815ad4684b0cec7bb3', 'width': 108}, {'height': 108, 'url': 'h... | ||
P40-motherboard compatibility | 3 | Can you please share what motherboard you use with your p40 gpu. Some say consumer grade motherboard bios may not support this gpu.
Thanks in advance | 2023-09-21T05:59:03 | https://www.reddit.com/r/LocalLLaMA/comments/16o7y3b/p40motherboard_compatibility/ | Better_Dress_8508 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16o7y3b | false | null | t3_16o7y3b | /r/LocalLLaMA/comments/16o7y3b/p40motherboard_compatibility/ | false | false | self | 3 | null |
How does Google load so much user metadata in ChatGPT context? | 1 | [removed] | 2023-09-21T05:31:22 | https://www.reddit.com/r/LocalLLaMA/comments/16o7gll/how_does_google_load_so_much_user_metadata_in/ | Opposite-Payment-605 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16o7gll | false | null | t3_16o7gll | /r/LocalLLaMA/comments/16o7gll/how_does_google_load_so_much_user_metadata_in/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'RjY-KXW7sE2ooM5k9QqqjjyOISkl_w_W8mObSdK3r_Q', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/upa5UpsTnta9vrrTWps0buuzpIru8HrBwwWKzZ8uHVU.jpg?width=108&crop=smart&auto=webp&s=07d93e7fe0c605b69ac75a8527fb6133046864f0', 'width': 108}, {'height': 113, 'url': 'h... |
How big of an model can this handle? | 1 | ERROR: type should be string, got " \n\nhttps://preview.redd.it/jlf8jm6lijpb1.png?width=1272&format=png&auto=webp&s=5f367256c16960f022caa0eebab6f89e673b3b37" | 2023-09-21T04:58:24 | https://www.reddit.com/r/LocalLLaMA/comments/16o6vl7/how_big_of_an_model_can_this_handle/ | multiverse_fan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16o6vl7 | false | null | t3_16o6vl7 | /r/LocalLLaMA/comments/16o6vl7/how_big_of_an_model_can_this_handle/ | false | false | 1 | null | |
LlamaTor: A New Initiative for BitTorrent-Based AI Model Distribution | 1 | 2023-09-21T04:19:40 | https://github.com/Nondzu/LlamaTor | Nondzu | github.com | 1970-01-01T00:00:00 | 0 | {} | 16o6722 | false | null | t3_16o6722 | /r/LocalLLaMA/comments/16o6722/llamator_a_new_initiative_for_bittorrentbased_ai/ | false | false | 1 | {'enabled': False, 'images': [{'id': '4Ti7LBcqK4zG3xQ-jpoUV9YVD5avMZXqOIIXMN15n_c', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/gfnMxoHVDh6-gryCZESkGQ6bbSjI2NjpLMUnbHvu2zk.jpg?width=108&crop=smart&auto=webp&s=205b78be5aafd5b63b41eb5a98baad2fc9251fa7', 'width': 108}, {'height': 108, 'url': 'h... | ||
is there a way to "unload" model from GPU? | 1 | I need to run two big models at different points in my code but the only problem is that my single 4090 can't fit both at the same time. Is there a way to "unload" the first model before I load the second model?
TIA | 2023-09-21T04:17:11 | https://www.reddit.com/r/LocalLLaMA/comments/16o65i4/is_there_a_way_to_unload_model_from_gpu/ | Dry_Long3157 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16o65i4 | false | null | t3_16o65i4 | /r/LocalLLaMA/comments/16o65i4/is_there_a_way_to_unload_model_from_gpu/ | false | false | self | 1 | null |
Running GGUFs on an M1 Ultra is an interesting experience coming from 4090. | 149 | So up until recently I've been running my models on an RTX 4090. It's been fun to get an idea of what all it can run.
Here are the speeds I've seen. I run the same test for all of the models. I ask it a single question, the same question on every test and on both platforms, and each time I remove last reply and re-ru... | 2023-09-21T02:54:48 | https://www.reddit.com/r/LocalLLaMA/comments/16o4ka8/running_ggufs_on_an_m1_ultra_is_an_interesting/ | LearningSomeCode | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16o4ka8 | false | null | t3_16o4ka8 | /r/LocalLLaMA/comments/16o4ka8/running_ggufs_on_an_m1_ultra_is_an_interesting/ | false | false | self | 149 | null |
I met some problems when fine-tuning llama-2-7b | 1 | [removed] | 2023-09-21T02:48:01 | https://www.reddit.com/r/LocalLLaMA/comments/16o4f61/i_met_some_problems_when_finetuning_llama27b/ | Ok_Award_1436 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16o4f61 | false | null | t3_16o4f61 | /r/LocalLLaMA/comments/16o4f61/i_met_some_problems_when_finetuning_llama27b/ | false | false | 1 | null | |
Services for hosting LLMs cheaply? | 7 | Hey all, I've been making chatbots bots with GPT3 for ages now and I have just gotten into LORA training Lamma 2, I was wondering what options there are for hosting an open-source model or LORA so I can ping it via and API and only pay for the tokens I use, not hourly.
| 2023-09-21T01:29:56 | https://www.reddit.com/r/LocalLLaMA/comments/16o2q1i/services_for_hosting_llms_cheaply/ | Chance_Confection_37 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16o2q1i | false | null | t3_16o2q1i | /r/LocalLLaMA/comments/16o2q1i/services_for_hosting_llms_cheaply/ | false | false | self | 7 | null |
Run models on Intel Arc via docker | 10 | Post showing how to use an Intel Arc card to run models using llama.cpp and FastChat | 2023-09-21T00:56:23 | https://reddit.com/r/IntelArc/s/JJcqXaZQ0h | it_lackey | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 16o1zis | false | null | t3_16o1zis | /r/LocalLLaMA/comments/16o1zis/run_models_on_intel_arc_via_docker/ | false | false | default | 10 | null |
Can we expect finetuned Falcon180B next weeks/months? | 5 | I am really curious about it, maybe some of you got information about some pending research? | 2023-09-20T21:52:36 | https://www.reddit.com/r/LocalLLaMA/comments/16nxqoy/can_we_expect_finetuned_falcon180b_next/ | polawiaczperel | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16nxqoy | false | null | t3_16nxqoy | /r/LocalLLaMA/comments/16nxqoy/can_we_expect_finetuned_falcon180b_next/ | false | false | self | 5 | null |
Llama2 on Azure at scale | 2 | What does it take to run Llama2 on Azure with OpenAI compatible REST API interface at scale? | 2023-09-20T20:50:51 | https://www.reddit.com/r/LocalLLaMA/comments/16nw4yd/llama2_on_azure_at_scale/ | AstrionX | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16nw4yd | false | null | t3_16nw4yd | /r/LocalLLaMA/comments/16nw4yd/llama2_on_azure_at_scale/ | false | false | self | 2 | null |
Overfitting After Just One Epoch? | 7 | Hi, I've been working on fine-tuning the Llama-7B model using conversation datasets, and I've encountered an interesting issue. Initially, everything seemed smooth sailing as the model was training nicely up to the 750th step. However, after that point, I noticed a gradual increase in loss, and things took a sudden tur... | 2023-09-20T19:55:52 | https://www.reddit.com/r/LocalLLaMA/comments/16nurpp/overfitting_after_just_one_epoch/ | ali0100u | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16nurpp | false | null | t3_16nurpp | /r/LocalLLaMA/comments/16nurpp/overfitting_after_just_one_epoch/ | false | false | self | 7 | null |
How can LLama.cpp run Falcon models? | 3 | The title pretty much says it all. I dont understand why llama.cpp can run other models than LLama? I thought it was specifically developed for llama and not other models? Could someone explain why it works in simple terms? I searched quite some time but found no good answer
Thanks! | 2023-09-20T19:31:22 | https://www.reddit.com/r/LocalLLaMA/comments/16nu6pv/how_can_llamacpp_run_falcon_models/ | Tctfox | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16nu6pv | false | null | t3_16nu6pv | /r/LocalLLaMA/comments/16nu6pv/how_can_llamacpp_run_falcon_models/ | false | false | self | 3 | null |
Neverending stream of big words fail state | 6 | I have a bot using the ooba completion api. It's on Nous-Hermes-Kimiko-13B and freechat/alpaca instruct formats with some guidance for various types of replies. I also am generating 1 "thought" per minute that gets injected into the backlog invisibly, so I often have many bot responses in a row before a human one.
Thi... | 2023-09-20T19:29:08 | https://www.reddit.com/r/LocalLLaMA/comments/16nu4o9/neverending_stream_of_big_words_fail_state/ | __SlimeQ__ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16nu4o9 | false | null | t3_16nu4o9 | /r/LocalLLaMA/comments/16nu4o9/neverending_stream_of_big_words_fail_state/ | false | false | self | 6 | null |
Any good Kayra like model ?? | 1 | [removed] | 2023-09-20T18:59:53 | https://www.reddit.com/r/LocalLLaMA/comments/16nteq2/any_good_kayra_like_model/ | Mohamd_L | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16nteq2 | false | null | t3_16nteq2 | /r/LocalLLaMA/comments/16nteq2/any_good_kayra_like_model/ | false | false | self | 1 | null |
LlamaTor: A New Initiative for BitTorrent-Based AI Model Distribution | 1 | [removed] | 2023-09-20T18:54:17 | http://www.reddit.com/r/Oobabooga/comments/16ml7mr/llamator_a_new_initiative_for_bittorrentbased_ai/ | Nondzu | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 16nt9yi | false | null | t3_16nt9yi | /r/LocalLLaMA/comments/16nt9yi/llamator_a_new_initiative_for_bittorrentbased_ai/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'mRh3g7g5cRShayZL7YsCTHgkBEGMIJQa3OTAyrmOHIs', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/OGbpj26_zjDDCoFhd5xnHxqN1TctFRSCqFTzKFmk9Uk.jpg?width=108&crop=smart&auto=webp&s=c6847902acf8b391d33c95269846a968214469f0', 'width': 108}, {'height': 108, 'url': 'h... |
LlamaTor: A New Initiative for BitTorrent-Based AI Model Distribution | 1 | [removed] | 2023-09-20T18:52:46 | https://www.reddit.com/r/Oobabooga/comments/16ml7mr/llamator_a_new_initiative_for_bittorrentbased_ai/ | Nondzu | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 16nt8no | false | null | t3_16nt8no | /r/LocalLLaMA/comments/16nt8no/llamator_a_new_initiative_for_bittorrentbased_ai/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'mRh3g7g5cRShayZL7YsCTHgkBEGMIJQa3OTAyrmOHIs', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/OGbpj26_zjDDCoFhd5xnHxqN1TctFRSCqFTzKFmk9Uk.jpg?width=108&crop=smart&auto=webp&s=c6847902acf8b391d33c95269846a968214469f0', 'width': 108}, {'height': 108, 'url': 'h... |
Urgent question: uploading docs to llama | 4 | So I wanna know if I build a chat it with llama2, is there a feature that would allow me to upload my local documents onto the platform and help me with queries related to that ? | 2023-09-20T18:07:53 | https://www.reddit.com/r/LocalLLaMA/comments/16ns4hk/urgent_question_uploading_docs_to_llama/ | InevitableMud3393 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ns4hk | false | null | t3_16ns4hk | /r/LocalLLaMA/comments/16ns4hk/urgent_question_uploading_docs_to_llama/ | false | false | self | 4 | null |
Falcon 180B minimum specs? | 11 | I've been playing with the [Falcon 180B demo](https://huggingface.co/spaces/tiiuae/falcon-180b-demo), and I have to say I'm rather impressed with it and would like to investigate running a private instance of it somewhere. Ideally, I'd run it locally, but I highly doubt that's within reach financially.
I'm curious abo... | 2023-09-20T15:47:55 | https://www.reddit.com/r/LocalLLaMA/comments/16nonc5/falcon_180b_minimum_specs/ | Beautiful-Answer-327 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16nonc5 | false | null | t3_16nonc5 | /r/LocalLLaMA/comments/16nonc5/falcon_180b_minimum_specs/ | false | false | self | 11 | {'enabled': False, 'images': [{'id': 'VnPfz4T_PBvE0aZgbbxKHMpFvaTgKkhfcvRwLUnRubE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/gVREFem92AsURy5iDqcLjCowcjYwzocZHWIO1o2kdtA.jpg?width=108&crop=smart&auto=webp&s=782b98cf2b42e53ba1106df3e6981f32d2b7c645', 'width': 108}, {'height': 116, 'url': 'h... |
Contrastive Decoding Improves Reasoning in Large Language Models LLaMA-65B > LLaMA 2, GPT-3.5 and PaLM 2-L on the HellaSwag commonsense reasoning benchmark, and to outperform LLaMA 2, GPT-3.5 and PaLM-540B on the GSM8K math word reasoning benchmark | 54 | 2023-09-20T15:20:52 | https://arxiv.org/abs/2309.09117 | Inevitable-Start-653 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 16nnz2t | false | null | t3_16nnz2t | /r/LocalLLaMA/comments/16nnz2t/contrastive_decoding_improves_reasoning_in_large/ | false | false | 54 | {'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... | ||
Yup. Works great! | 117 | 2023-09-20T15:06:29 | FPham | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 16nnmfp | false | null | t3_16nnmfp | /r/LocalLLaMA/comments/16nnmfp/yup_works_great/ | false | false | 117 | {'enabled': True, 'images': [{'id': 'tWjX79d-gtnFmVH8RsMpIYZA2eqy1LtN29KxXmw58Ks', 'resolutions': [{'height': 23, 'url': 'https://preview.redd.it/zh9dz1d9efpb1.jpg?width=108&crop=smart&auto=webp&s=c235e42caeb69eb67f4c6ebd75f24c5881307014', 'width': 108}, {'height': 47, 'url': 'https://preview.redd.it/zh9dz1d9efpb1.jpg?... | |||
Apples to apples comparison for quantizations of different sizes? (7b, 13b, ...) | 19 | It seems clear to me that running LLaMA 7b at fp16 would make no sense, when for the same memory budget you'd get better responses from quantized LLaMA 13b. But at what point is that not true anymore? 4 bits? 3 bits? lower?
The [EXL2 quantizations of 70b models](https://huggingface.co/turboderp/Llama2-70B-chat-exl2) t... | 2023-09-20T14:39:10 | https://www.reddit.com/r/LocalLLaMA/comments/16nmyqq/apples_to_apples_comparison_for_quantizations_of/ | Dead_Internet_Theory | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16nmyqq | false | null | t3_16nmyqq | /r/LocalLLaMA/comments/16nmyqq/apples_to_apples_comparison_for_quantizations_of/ | false | false | self | 19 | {'enabled': False, 'images': [{'id': 'Lj-zVINNFIhgkCCi8OjcVv75PGVzPrxYr8YgDp29FyU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/oWJapAmqS0OC_3M9HunCXb-ZPlNDCUz7k3WNGlas5hs.jpg?width=108&crop=smart&auto=webp&s=2438f41f56e0c76c3c0486f9f2b9b00a247fee45', 'width': 108}, {'height': 116, 'url': 'h... |
RAG with Llama Index and Weaviate, running Llama (or other OSS LLM) in your preferred cloud | 1 | 2023-09-20T14:35:06 | https://dstack.ai/examples/llama-index-weaviate/ | cheptsov | dstack.ai | 1970-01-01T00:00:00 | 0 | {} | 16nmv60 | false | null | t3_16nmv60 | /r/LocalLLaMA/comments/16nmv60/rag_with_llama_index_and_weaviate_running_llama/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'JTcKtGa2qZ7PzjHMO-iU_t-RM5uj65iFoAUXAhzif5E', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/ccIOmcN_oDGpm3-OXyPsWmNkScvW2dMnZBbkIU1Xhh8.jpg?width=108&crop=smart&auto=webp&s=4affa77233a21a1f61dbe247109c708fd4314ef7', 'width': 108}, {'height': 113, 'url': 'h... | ||
download docs with python? | 0 | Hey, I'm looking for a way to download documentation for python libraires with code. Please let me know if there's any method to do so.
TIA | 2023-09-20T14:04:35 | https://www.reddit.com/r/LocalLLaMA/comments/16nm54a/download_docs_with_python/ | Dry_Long3157 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16nm54a | false | null | t3_16nm54a | /r/LocalLLaMA/comments/16nm54a/download_docs_with_python/ | false | false | self | 0 | null |
Trying Local LLM at my mid level machine for PDF Chatting | 2 | Task : A Local Machine LLM to create a WebApp/Gui App to Talk to multiple PDFs and summarize and add some more custom features such as Searching for patterns in the text and looking for multiple words with reference in the pdfs
My Specs : Acer Aspire 5 15, 4GB Nvidia GPU + 1GB Intel GPU, 16 GB Ram, i7 13th Gen, 1 TB S... | 2023-09-20T13:35:42 | https://www.reddit.com/r/LocalLLaMA/comments/16nlhmd/trying_local_llm_at_my_mid_level_machine_for_pdf/ | Late-Cartoonist-6528 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16nlhmd | false | null | t3_16nlhmd | /r/LocalLLaMA/comments/16nlhmd/trying_local_llm_at_my_mid_level_machine_for_pdf/ | false | false | self | 2 | null |
Creating a lora on top of llama2 | 2 | I was able to train a lora on llama2 4bit to do a simple task, sentiment analysis, on the imdb dataset. I asked the model to read the text and produce a json file with a key (sentiment) and value (sentiment its self) but i noticed that while it does produce actual json but it seems to talk a bunch of nonsense along wit... | 2023-09-20T13:33:11 | https://www.reddit.com/r/LocalLLaMA/comments/16nlfoh/creating_a_lora_on_top_of_llama2/ | klop2031 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16nlfoh | false | null | t3_16nlfoh | /r/LocalLLaMA/comments/16nlfoh/creating_a_lora_on_top_of_llama2/ | false | false | self | 2 | null |
Please help to identify my bottleneck | 3 | Based on the below specifications, what should I upgrade to increase token speed? (atm I get 1.5t/s on avg for a 13B model)
i7 6700 3.4GHz 4 cores
GTX 1080 Ti 11 Vram
4 \* 8 Gb Ram sticks DDR4 2133MHz (32Gb RAM total) | 2023-09-20T13:29:54 | https://www.reddit.com/r/LocalLLaMA/comments/16nld01/please_help_to_identify_my_bottleneck/ | Everlast_Spring | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16nld01 | false | null | t3_16nld01 | /r/LocalLLaMA/comments/16nld01/please_help_to_identify_my_bottleneck/ | false | false | self | 3 | null |
Help on Local LLama-2-7B-GPTQ Generating Nonsense | 1 | Beginner here!
I installed a Llama-2-7B model from TheBloke, and I am running it through text-generation-webui.
I have the temperature turned down to .1.
I have a couple of questions:
1) In the Chat window of textgen-webui, I can do a prompt, such as a simple question like, "Write a poem about large language model... | 2023-09-20T12:44:42 | https://www.reddit.com/r/LocalLLaMA/comments/16nkdtk/help_on_local_llama27bgptq_generating_nonsense/ | theymightbedavis | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16nkdtk | false | null | t3_16nkdtk | /r/LocalLLaMA/comments/16nkdtk/help_on_local_llama27bgptq_generating_nonsense/ | false | false | self | 1 | null |
Running Llama-2-7b-chat-hf2 on Colab with Streamlit but getting a value error | 1 | This is the error:
**ValueError**: Some modules are dispatched on the CPU or the disk. Make sure you have enough GPU RAM to fit the quantized model. If you want to dispatch the model on the CPU or the disk while keeping these modules in 32-bit, you need to set \`load\_in\_8bit\_fp32\_cpu\_offload=True\` and pass a cu... | 2023-09-20T11:06:59 | https://www.reddit.com/r/LocalLLaMA/comments/16nigim/running_llama27bchathf2_on_colab_with_streamlit/ | charbeld | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16nigim | false | null | t3_16nigim | /r/LocalLLaMA/comments/16nigim/running_llama27bchathf2_on_colab_with_streamlit/ | false | false | self | 1 | null |
Sharing 12k dialog dataset | 28 | Just pushed my first dataset to the hugging face hub.
It's a 12,000 records of English dialogs between a user and an assistant discussing movie preferences. Check it out here: [ccpemv2 dataset hf](https://huggingface.co/datasets/aloobun/ccpemv2)
While this dataset may not be particularly impressive, feedback is welc... | 2023-09-20T10:23:46 | https://www.reddit.com/r/LocalLLaMA/comments/16nhpm2/sharing_12k_dialog_dataset/ | Roots91 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16nhpm2 | false | null | t3_16nhpm2 | /r/LocalLLaMA/comments/16nhpm2/sharing_12k_dialog_dataset/ | false | false | self | 28 | {'enabled': False, 'images': [{'id': 'I6B01KTEHAX-40R-vyYV6QxacJH1_S0dU9tVe2RhqCk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/nWZY_00yXO4uwB1TuoALhIAbodYO3UnNwwQCs_ZWB4w.jpg?width=108&crop=smart&auto=webp&s=c67a11631c620963ca74ba0b8916ac78cb7620b4', 'width': 108}, {'height': 116, 'url': 'h... |
How Mirostat works | 68 | Like most others, ve been playing around a lot with Mirostat when using Llama2 models. But it was mostly done by changing a parameter and then see if I liked i, without really knowing what I was doing.
So I downloaded the pdf on Mirostat: [https://openreview.net/pdf?id=W1G1JZEIy5\_](https://openreview.net/pdf?id=W1G1... | 2023-09-20T09:54:18 | https://www.reddit.com/r/LocalLLaMA/comments/16nh7x9/how_mirostat_works/ | nixudos | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16nh7x9 | false | null | t3_16nh7x9 | /r/LocalLLaMA/comments/16nh7x9/how_mirostat_works/ | false | false | self | 68 | null |
WizardLM loves more overloading rather than threading | 1 | 2023-09-20T08:46:35 | https://syme.dev/articles/blog/9/WizardLM-loves-more-overloading-rather-than-threading | nalaginrut | syme.dev | 1970-01-01T00:00:00 | 0 | {} | 16ng5ze | false | null | t3_16ng5ze | /r/LocalLLaMA/comments/16ng5ze/wizardlm_loves_more_overloading_rather_than/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'e8dh3t-CfSqdbRFfp_3eUoUXK5qoG8Yq4CI2rdIMn4o', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/Ap1EeUFwThsC1kTHBrvYxEJt_O9gjshsuPj_gqHFm2o.jpg?width=108&crop=smart&auto=webp&s=c55b5dd89000c4ce3be4e84a5631e3ade7d1a07b', 'width': 108}, {'height': 216, 'url': '... | ||
FineTuning vs LangChain .. or a Mix ? | 3 | Hey everyone ,
excuse me if I sound like a noob in these topics . but recently I discovered the world of huggingface and local LLMs . I work at a company that provides software services to a lot of clients , and one of our products is supposed to be a chatbot that aids the customers by guiding them or answering any q... | 2023-09-20T08:29:36 | https://www.reddit.com/r/LocalLLaMA/comments/16nfwhx/finetuning_vs_langchain_or_a_mix/ | Warm_Shelter1866 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16nfwhx | false | null | t3_16nfwhx | /r/LocalLLaMA/comments/16nfwhx/finetuning_vs_langchain_or_a_mix/ | false | false | self | 3 | null |
What generation of AI do you think we're in? | 0 | In other fields (mainly military), generations are used to mark a substantial change in tactics and/or technology. There are gen 5 aircraft, 5th generation warfare, etc. Given this framing, what generation of AI do you think we're currently in? | 2023-09-20T08:23:42 | https://www.reddit.com/r/LocalLLaMA/comments/16nftfc/what_generation_of_ai_do_you_think_were_in/ | glencoe2000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16nftfc | false | null | t3_16nftfc | /r/LocalLLaMA/comments/16nftfc/what_generation_of_ai_do_you_think_were_in/ | false | false | self | 0 | null |
(Discussion) What interesting applications can you think of if you have a virtual personal assistant (e.g. Siri) powered by local LLM. | 14 | Hi all,
I'm recently working on LLM-powered virtual personal assistants (VPA). Currently we have managed to use LLM (GPT-4 or Vicuna) to enable smartphone task automation, i.e. the personal agent automatically navigate the GUI of smartphone apps to complete user-specified tasks. See our paper:
Empowering LLM to us... | 2023-09-20T08:11:07 | https://www.reddit.com/r/LocalLLaMA/comments/16nfmmw/discussion_what_interesting_applications_can_you/ | ylimit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16nfmmw | false | null | t3_16nfmmw | /r/LocalLLaMA/comments/16nfmmw/discussion_what_interesting_applications_can_you/ | false | false | self | 14 | {'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... |
Apple M2 Ultra -- 76‑core GPU _VS_ 60-core gpu for LLMs worth it? | 21 | What is the state of the art for LLMs as far as being able to utilize Apple's GPU cores on M2 Ultra?
The diff for 2 types of Apple M2 Ultra with 24‑core CPU that only differs in GPU cores: 76‑core GPU vs 60-core gpu (otherwise same CPU) is almost $1k.
Are GPU cores worth it - given everything else (like RAM etc.) bei... | 2023-09-20T08:10:58 | https://www.reddit.com/r/LocalLLaMA/comments/16nfmkc/apple_m2_ultra_76core_gpu_vs_60core_gpu_for_llms/ | Infinite100p | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16nfmkc | false | null | t3_16nfmkc | /r/LocalLLaMA/comments/16nfmkc/apple_m2_ultra_76core_gpu_vs_60core_gpu_for_llms/ | false | false | self | 21 | null |
adding new factual knowledge to llama 2 13B | 1 | I want to insert new factual information into 'Llama 2 13B' using LoRa. My dataset has details about people, and I'm inputting the file as a raw text file. I attempted to apply LoRa to all linear layers with ranks up to 256, but the model isn't performing well. Can anyone suggest an alternative? I prefer not to use RAG... | 2023-09-20T07:41:05 | https://www.reddit.com/r/LocalLLaMA/comments/16nf670/adding_new_factual_knowledge_to_llama_2_13b/ | umair_afzal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16nf670 | false | null | t3_16nf670 | /r/LocalLLaMA/comments/16nf670/adding_new_factual_knowledge_to_llama_2_13b/ | false | false | self | 1 | null |
Parallel decoding in llama.cpp - 32 streams (M2 Ultra serving a 30B F16 model delivers 85t/s) | 123 | 2023-09-20T07:14:49 | https://twitter.com/ggerganov/status/1704247329732145285 | Agusx1211 | twitter.com | 1970-01-01T00:00:00 | 0 | {} | 16ner8x | false | {'oembed': {'author_name': 'Georgi Gerganov', 'author_url': 'https://twitter.com/ggerganov', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Initial tests with parallel decoding in llama.cpp<br><br>A simulated server processing 64 client requests with 32 decodi... | t3_16ner8x | /r/LocalLLaMA/comments/16ner8x/parallel_decoding_in_llamacpp_32_streams_m2_ultra/ | false | false | 123 | {'enabled': False, 'images': [{'id': 'rwYhPIZp9ipbmOcg5DJPCng3EuMor_FQv92xWKyQrc0', 'resolutions': [{'height': 74, 'url': 'https://external-preview.redd.it/LMdbFaHz0owcVpIJh19Cj19WxOPsN56Or9QrA58X8o4.jpg?width=108&crop=smart&auto=webp&s=48b41d1fd4e984aa619ecccdab147fd9eb77a0ef', 'width': 108}], 'source': {'height': 97,... | ||
How to get multiple generations from the same prompt (efficiently)? | 4 | I want to get multiple generations from the same prompt. Does textgen or ExLlama have some sort of batching/cacheing wizardry which allows this to be done faster than just prompting n times? | 2023-09-20T07:00:34 | https://www.reddit.com/r/LocalLLaMA/comments/16neiwh/how_to_get_multiple_generations_from_the_same/ | LiquidGunay | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16neiwh | false | null | t3_16neiwh | /r/LocalLLaMA/comments/16neiwh/how_to_get_multiple_generations_from_the_same/ | false | false | self | 4 | null |
Factor Influencing Adoption Intention of ChatGPT | 1 | [removed] | 2023-09-20T06:42:13 | https://www.reddit.com/r/LocalLLaMA/comments/16ne840/factor_influencing_adoption_intention_of_chatgpt/ | maulanashqd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ne840 | false | null | t3_16ne840 | /r/LocalLLaMA/comments/16ne840/factor_influencing_adoption_intention_of_chatgpt/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'UkFqfr7lSuAFg9mUz_jInPKcC1j_Ky3K93e2w3MYQI4', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/KmAYBSWZdfZwN1tBGhgg5JCZGT_24ykkc6-F17Ya910.jpg?width=108&crop=smart&auto=webp&s=c8e39df1b87dcced1d5f643a3b2fb282ea2f30aa', 'width': 108}, {'height': 113, 'url': 'h... |
Best prompt and model for fact-checking a text (disinformation/fake-news detection) | 2 | Given a short text <text\_to\_check>, I want the LLM to check whether there are some facts stated in the text which are NOT true. So I want to detect 'disinformation' / 'fake news'. And the LLM should report which parts of the text are not true.
How would the "best" prompt look like for this task ?
And what is the be... | 2023-09-20T05:53:28 | https://www.reddit.com/r/LocalLLaMA/comments/16ndfjl/best_prompt_and_model_for_factchecking_a_text/ | Fit_Check_919 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ndfjl | false | null | t3_16ndfjl | /r/LocalLLaMA/comments/16ndfjl/best_prompt_and_model_for_factchecking_a_text/ | false | false | self | 2 | null |
Building a Rig with 4x A100 80GBs. | 5 | I've got 4x A100 80GBs. However i dont have the necessary hardware to run these GPUs.
I came across this amazing blog [https://www.emilwallner.com/p/ml-rig](https://www.emilwallner.com/p/ml-rig) on building a ML rig. Cool article and credits to Emil Wallner. However the article is based on A6000s instead of A100s.
C... | 2023-09-20T04:55:32 | https://www.reddit.com/r/LocalLLaMA/comments/16ncfv3/building_a_rig_with_4x_a100_80gbs/ | Aristokratic | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ncfv3 | false | null | t3_16ncfv3 | /r/LocalLLaMA/comments/16ncfv3/building_a_rig_with_4x_a100_80gbs/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'e_PsddG_p2NXpD1yrnTaioQiaXsafsBFCDfSFYlnB4I', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/CdKspM-vOyEcwQBYXHy_bSyMGySJtP064eOb9LSSPaE.jpg?width=108&crop=smart&auto=webp&s=774f3a9d1828aa102a1d63d9975c32918f171611', 'width': 108}, {'height': 108, 'url': 'h... |
Building a Rig with 4x A100 80GBs. | 1 | I've got 4x A100 80GBs. However i dont have the necessary hardware to run these GPUs.
I came across this amazing blog [https://www.emilwallner.com/p/ml-rig](https://www.emilwallner.com/p/ml-rig) on building a ML rig. Cool article and credits to Emil Wallner. However the article is based on A6000s instead of A100s.
C... | 2023-09-20T04:54:35 | https://www.reddit.com/r/LocalLLaMA/comments/16ncf8t/building_a_rig_with_4x_a100_80gbs/ | Aristokratic | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16ncf8t | false | null | t3_16ncf8t | /r/LocalLLaMA/comments/16ncf8t/building_a_rig_with_4x_a100_80gbs/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'e_PsddG_p2NXpD1yrnTaioQiaXsafsBFCDfSFYlnB4I', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/CdKspM-vOyEcwQBYXHy_bSyMGySJtP064eOb9LSSPaE.jpg?width=108&crop=smart&auto=webp&s=774f3a9d1828aa102a1d63d9975c32918f171611', 'width': 108}, {'height': 108, 'url': 'h... |
GitHub - arcee-ai/DALM: Domain Adapted Language Modeling Toolkit | 37 | 2023-09-20T02:48:59 | benedict_eggs17 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 16na2i1 | false | null | t3_16na2i1 | /r/LocalLLaMA/comments/16na2i1/github_arceeaidalm_domain_adapted_language/ | false | false | 37 | {'enabled': True, 'images': [{'id': 'JS_M9AshBvEOur8b2vb6kc9KPxWSwtP2jaPgFcsyxPI', 'resolutions': [{'height': 39, 'url': 'https://preview.redd.it/m9g4likxqbpb1.png?width=108&crop=smart&auto=webp&s=f222d6f5240ebe7855a118fcc8376f2104825237', 'width': 108}, {'height': 78, 'url': 'https://preview.redd.it/m9g4likxqbpb1.png?... | |||
What's the least finnicky way of setting up your environment with all needed drivers? (Have had terrible luck with CUDA) | 1 | [removed] | 2023-09-20T02:31:13 | https://www.reddit.com/r/LocalLLaMA/comments/16n9p23/whats_the_least_finnicky_way_of_setting_up_your/ | Ill_Fox8807 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16n9p23 | false | null | t3_16n9p23 | /r/LocalLLaMA/comments/16n9p23/whats_the_least_finnicky_way_of_setting_up_your/ | false | false | self | 1 | null |
ERROR | 2 | I am very bad at computers so if the solution is too obvious, I apologize, but for 4 days now I can not use any ggml model, it all started when I updated, and since then I can not shit models or download them, giving me this error.
​
https://preview.redd.it/9i3f81y3lbpb1.png?width=657&format=png&auto=webp&s... | 2023-09-20T02:16:51 | https://www.reddit.com/r/LocalLLaMA/comments/16n9e3g/error/ | SeleucoI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16n9e3g | false | null | t3_16n9e3g | /r/LocalLLaMA/comments/16n9e3g/error/ | false | false | 2 | null | |
What is the Loss Function that's used when fientuning Llamav2 using Hugging Face Trainer & PEFT? | 5 | I am unable to find what is the loss function that is used when fine-tuning Llamav2. For example, in the following Llama Recipe Script, where llamav2 is fine-tuned using PEFT and HF Trainer, what's the loss function?
[https://github.com/facebookresearch/llama-recipes/blob/main/examples/quickstart.ipynb](https://githu... | 2023-09-20T01:24:10 | https://www.reddit.com/r/LocalLLaMA/comments/16n8978/what_is_the_loss_function_thats_used_when/ | panini_deploy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16n8978 | false | null | t3_16n8978 | /r/LocalLLaMA/comments/16n8978/what_is_the_loss_function_thats_used_when/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'aISsVDsnc0WvuJaDO8SxWqjvVjWFcYkkgpu6ZcUkNFo', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/gYkvgOjdxrkVEwfQnz8hXctMWAyQLNlNf8TgUn1TKUQ.jpg?width=108&crop=smart&auto=webp&s=5c74e5c748b530e423e9f50ae29fb0814c6c0176', 'width': 108}, {'height': 108, 'url': 'h... |
Useful prompts for Llama 2 (13B)? | 6 | I'm finding Llama 2 13B Chat (I use the MLC version) to be a really useful model to run locally on my M2 MacBook Pro.
I'm interested in prompts people have found that work well for this model (and for Llama 2 in general). I'm interested in both system prompts and regular prompts, and I'm particularly interested in sum... | 2023-09-20T01:14:37 | https://www.reddit.com/r/LocalLLaMA/comments/16n81s2/useful_prompts_for_llama_2_13b/ | simonw | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16n81s2 | false | null | t3_16n81s2 | /r/LocalLLaMA/comments/16n81s2/useful_prompts_for_llama_2_13b/ | false | false | self | 6 | null |
I posted this in r/Oobabooga, instructions on how to convert documents with math equations into something local LLMs can understand. | 25 | 2023-09-20T00:56:10 | https://www.reddit.com/r/Oobabooga/comments/16n7dm8/how_to_go_from_pdf_with_math_equations_to_html/ | Inevitable-Start-653 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 16n7nzu | false | null | t3_16n7nzu | /r/LocalLLaMA/comments/16n7nzu/i_posted_this_in_roobabooga_instructions_on_how/ | false | false | 25 | {'enabled': False, 'images': [{'id': 'TN3MMtf38tBimn-2O1rr3zcBqP3-tSXBqgeGCu_A1X4', 'resolutions': [{'height': 44, 'url': 'https://external-preview.redd.it/QO8rUOQWrj4Flm3mVtmxi06wIgmmdXDhbvL11WwfftE.png?width=108&crop=smart&auto=webp&s=fbaf5519a0b60efe526ab2b78719c3a0a693c419', 'width': 108}, {'height': 88, 'url': 'ht... | ||
Alternative to function calling (openai) | 3 | Hello everyone,
For a project I need more cheaper API of LLM with function calls, I found Functionary based on LLaMa 7b but I don't see other project doing this in open-sources and with rate near 99.99%.
I hope you find something, thanks everyone | 2023-09-20T00:19:06 | https://www.reddit.com/r/LocalLLaMA/comments/16n6vki/alternative_to_function_calling_openai/ | FineImagination7101 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16n6vki | false | null | t3_16n6vki | /r/LocalLLaMA/comments/16n6vki/alternative_to_function_calling_openai/ | false | false | self | 3 | null |
Are there any good math Datasets for Training small models? | 2 | I've seen Allen AI's Lila Dataset, and I want to use this for a small model, to turn math to code. However, I dont think a small dataset in 300k rows is enough. Does anyone know of any bigger, similar datasets? | 2023-09-20T00:12:16 | https://www.reddit.com/r/LocalLLaMA/comments/16n6q58/are_there_any_good_math_datasets_for_training/ | vatsadev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16n6q58 | false | null | t3_16n6q58 | /r/LocalLLaMA/comments/16n6q58/are_there_any_good_math_datasets_for_training/ | false | false | self | 2 | null |
Are there any models that would work well on a gtx 1070 (8GB) laptop? (i7-6700hq, 32GB RAM) | 6 | My old gaming laptop's sitting unused. I'm wondering if there's any models it could run and what kind of tokens/second I might expect? Similarly what about stable diffusion?
The RAM can be upgraded to 64GB pretty cheaply too.
Thanks
I also found it nearly impossible to get CUDA working on it a few years back, so an... | 2023-09-19T22:54:52 | https://www.reddit.com/r/LocalLLaMA/comments/16n4z46/are_there_any_models_that_would_work_well_on_a/ | Ill_Fox8807 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16n4z46 | false | null | t3_16n4z46 | /r/LocalLLaMA/comments/16n4z46/are_there_any_models_that_would_work_well_on_a/ | false | false | self | 6 | null |
Testing LLamA 2-7B's character impersonation abilities before I buy hardware to run it locally. The idea is to include this character (a perpetually grumpy individual prompted to be so) in an RPG game to generate dialogue through event prompts. | 21 | 2023-09-19T22:52:09 | https://www.reddit.com/gallery/16n4wyx | swagonflyyyy | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 16n4wyx | false | null | t3_16n4wyx | /r/LocalLLaMA/comments/16n4wyx/testing_llama_27bs_character_impersonation/ | false | false | 21 | null | ||
Building the best LLM rig for $10000 | 47 | Here is a thought - do you have a dream rig that $10000 can buy? It should be able to do everything including training on large datasets - in reasonable time (when compared to consumer grade machines).
Please reply with your dream configurations! | 2023-09-19T22:47:00 | https://www.reddit.com/r/LocalLLaMA/comments/16n4sj3/building_the_best_llm_rig_for_10000/ | peace-of-me | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16n4sj3 | false | null | t3_16n4sj3 | /r/LocalLLaMA/comments/16n4sj3/building_the_best_llm_rig_for_10000/ | false | false | self | 47 | null |
Falcon 180B inference - M2 Ultra vs 2xA100 | 14 | I recently came across some interesting stats regarding the Falcon 180B q6\_0 150.02 GB model's inference performance on two different setups: the M2 Ultra and a dual A100 setup. I'm trying to understand the financial implications of choosing one over the other based on the given results:
* **M2 Ultra**: 3.5 tokens/se... | 2023-09-19T22:41:45 | https://www.reddit.com/r/LocalLLaMA/comments/16n4o1n/falcon_180b_inference_m2_ultra_vs_2xa100/ | Wrong_User_Logged | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16n4o1n | false | null | t3_16n4o1n | /r/LocalLLaMA/comments/16n4o1n/falcon_180b_inference_m2_ultra_vs_2xa100/ | false | false | self | 14 | null |
training set up | 0 | im trying to use a raw text file to train a LoRA for oobabooga and I get the text file in the right place but when i press start LoRA it just says " Missing or invalid LoRA file name input. "
How would I fix this error? | 2023-09-19T22:11:52 | https://www.reddit.com/r/LocalLLaMA/comments/16n3zra/training_set_up/ | mlpfreddy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16n3zra | false | null | t3_16n3zra | /r/LocalLLaMA/comments/16n3zra/training_set_up/ | false | false | self | 0 | null |
Models for story writing | 7 | Looking for recommendations of models focused in story writing, preferably uncensored, if possible. I tried some models already but most of them are better for chat, i'm not getting good results with them in the story department.
I'm currently using the oobabooga text generator and have the models:
pygmalion 6b, 7b a... | 2023-09-19T21:41:41 | https://www.reddit.com/r/LocalLLaMA/comments/16n3b7m/models_for_story_writing/ | Jocicleyson | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16n3b7m | false | null | t3_16n3b7m | /r/LocalLLaMA/comments/16n3b7m/models_for_story_writing/ | false | false | self | 7 | null |
How much vRAM are required to run 220B GPT-4 in Q_4? | 5 | I'm just asking guys, is it possible to measure?
GPT4 is a 220B param model. its a mixture of 8 220B so 1.8T parameters to be exact. So if you would run it in full precision it would require 220B x 8 @ FP16 = 3520GB.
​
How about Q\_4 estimates? Would it run on 2x A100? | 2023-09-19T21:27:41 | https://www.reddit.com/r/LocalLLaMA/comments/16n2znr/how_much_vram_are_required_to_run_220b_gpt4_in_q_4/ | Wrong_User_Logged | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16n2znr | false | null | t3_16n2znr | /r/LocalLLaMA/comments/16n2znr/how_much_vram_are_required_to_run_220b_gpt4_in_q_4/ | false | false | self | 5 | null |
Is it possible to use a llama 2 model to ask questions/remember previous conversations | 15 | A huge benefit I get out of chatgpt is instructing my model to ask me questions, and remember my previous responses up to a certain bit. Is llama 2 able to do that with the text-generation web UI? It seems pretty solid at answering questions, and I'm playing around with the parameters a bit, but no idea how to use the ... | 2023-09-19T20:06:58 | https://www.reddit.com/r/LocalLLaMA/comments/16n0xps/is_it_possible_to_use_a_llama_2_model_to_ask/ | EfficientDivide1572 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16n0xps | false | null | t3_16n0xps | /r/LocalLLaMA/comments/16n0xps/is_it_possible_to_use_a_llama_2_model_to_ask/ | false | false | self | 15 | null |
This will be society in 2024 | 682 | 2023-09-19T19:35:39 | NLTPanaIyst | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 16n05l5 | false | null | t3_16n05l5 | /r/LocalLLaMA/comments/16n05l5/this_will_be_society_in_2024/ | false | false | 682 | {'enabled': True, 'images': [{'id': 'BzcOZ8O5tVYntfHMN8reVwtpFyNy59Wp3N75YwQgVUs', 'resolutions': [{'height': 105, 'url': 'https://preview.redd.it/t0w92i4al9pb1.png?width=108&crop=smart&auto=webp&s=b69fd9715a5b80884a8aa1b6e698c625528369f9', 'width': 108}, {'height': 210, 'url': 'https://preview.redd.it/t0w92i4al9pb1.pn... | |||
Video: MacOS native app SwiftChat running inference on Llama 2 7B; 100% GPU usage up from the normal 60%-ish | 1 | [removed] | 2023-09-19T18:22:05 | https://www.reddit.com/r/LocalLLaMA/comments/16mycjv/video_macos_native_app_swiftchat_running/ | jayfehr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16mycjv | false | null | t3_16mycjv | /r/LocalLLaMA/comments/16mycjv/video_macos_native_app_swiftchat_running/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'GdZfMrYcAiV4r11CvPLgyVUFWsqE5CkALvDatwtQlZ0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/vvz7xzyNDfzo2w7wNUKMbdnIxwsU4cvfjh-ZDjrRvE4.jpg?width=108&crop=smart&auto=webp&s=a1dab5f9bcad8fcb14f01da63b4ec2b53e41412f', 'width': 108}, {'height': 108, 'url': 'h... |
Contrastive Decoding Improves Reasoning in Large Language Models | 58 | 2023-09-19T16:59:31 | https://huggingface.co/papers/2309.09117 | saintshing | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 16mwcch | false | null | t3_16mwcch | /r/LocalLLaMA/comments/16mwcch/contrastive_decoding_improves_reasoning_in_large/ | false | false | 58 | {'enabled': False, 'images': [{'id': 'Y-s_xn-yNNpNvYOWJikUA8xVBwVje3Wj-Yqudjp2lmA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/4UL8kcYN9VwWC2vvUdUiWuAUKeq0RWx8SdKI4RduUSY.jpg?width=108&crop=smart&auto=webp&s=6f4cb9d733341ffe0fd42caf2e892ceab93d4092', 'width': 108}, {'height': 116, 'url': 'h... | ||
Inference on RockPi 5 | 9 | Has anyone used the RockPi 5b NPU for inference? I have a RockPi 5b running my home media server but thought it would be cool to put the NPU to use, but there's not much out there on how to use the NPU for LLM inference. | 2023-09-19T16:36:13 | https://www.reddit.com/r/LocalLLaMA/comments/16mvrll/inference_on_rockpi_5/ | that_one_guy63 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16mvrll | false | null | t3_16mvrll | /r/LocalLLaMA/comments/16mvrll/inference_on_rockpi_5/ | false | false | self | 9 | null |
Nvidia NeMo Llama2 7B cuda out of memory | 1 | [removed] | 2023-09-19T16:33:07 | https://www.reddit.com/r/LocalLLaMA/comments/16mvowl/nvidia_nemo_llama2_7b_cuda_out_of_memory/ | AdPutrid7035 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16mvowl | false | null | t3_16mvowl | /r/LocalLLaMA/comments/16mvowl/nvidia_nemo_llama2_7b_cuda_out_of_memory/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'cwGoepXAKJmnu1HzTDTqxPTm-mttzq-zSu_cMLoHLzE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Evyvc0V2G9cKNubUs6HR53O3_kmtceI62J0PXpKYSow.jpg?width=108&crop=smart&auto=webp&s=15a0839eaa01437d8e94ddf1429e9d030b1c5d7c', 'width': 108}, {'height': 108, 'url': 'h... |
LocalLlama meetup anyone? Who would like to join a show and tell next weekend? | 1 | [removed] | 2023-09-19T16:18:24 | https://www.reddit.com/r/LocalLLaMA/comments/16mvbki/localllama_meetup_anyone_who_would_like_to_join_a/ | jayfehr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16mvbki | false | null | t3_16mvbki | /r/LocalLLaMA/comments/16mvbki/localllama_meetup_anyone_who_would_like_to_join_a/ | false | false | self | 1 | null |
Best describe rp models | 6 | Could anybody recommend the local model 13b which is best at describing things and events from the point of view of an impersonal narrator. Where commands like (ooc: describe) work best. | 2023-09-19T16:16:43 | https://www.reddit.com/r/LocalLLaMA/comments/16mva0p/best_describe_rp_models/ | LonleyPaladin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16mva0p | false | null | t3_16mva0p | /r/LocalLLaMA/comments/16mva0p/best_describe_rp_models/ | false | false | self | 6 | null |
Guidance needed for 4x V100 gpus | 4 | Hi all. I'm new to the GenAI world, and just got access to a cluster with 4x V100 gpus at work. I want to try fine tuning a Llama 2 model (preferably the 70b).. Are there any guides around with code that I can refer to? As I understand, I can use the 4bit model..? I'll appreciate any guidance/advice here. Thanks! | 2023-09-19T15:49:11 | https://www.reddit.com/r/LocalLLaMA/comments/16mukzs/guidance_needed_for_4x_v100_gpus/ | mruj | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16mukzs | false | null | t3_16mukzs | /r/LocalLLaMA/comments/16mukzs/guidance_needed_for_4x_v100_gpus/ | false | false | self | 4 | null |
What background / skills do I need to get into AI to a point where I can train my own LLMs, and train other AI models as this area continues to rapidly develop? | 1 | [removed] | 2023-09-19T15:16:11 | https://www.reddit.com/r/LocalLLaMA/comments/16mtr30/what_background_skills_do_i_need_to_get_into_ai/ | AGI_FTW | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16mtr30 | false | null | t3_16mtr30 | /r/LocalLLaMA/comments/16mtr30/what_background_skills_do_i_need_to_get_into_ai/ | false | false | self | 1 | null |
Fast Feedforward Networks, up to 220x faster than feedforward networks | 142 | 2023-09-19T14:38:37 | https://arxiv.org/abs/2308.14711 | saintshing | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 16mss98 | false | null | t3_16mss98 | /r/LocalLLaMA/comments/16mss98/fast_feedforward_networks_up_to_220x_faster_than/ | false | false | 142 | {'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... | ||
Signals to Text | 5 | \[related to a post I made earlier\]
I do know that LLMs are quite efficient at translating content (English to French, Spanish to C++, etc.), but are they good, if fine-tuned on a specific English to neuro signals to dataset, at translating those signals into English (meaning, taking the signal as input and generati... | 2023-09-19T14:05:31 | https://www.reddit.com/r/LocalLLaMA/comments/16mrxn2/signals_to_text/ | rasputin23YD | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 16mrxn2 | false | null | t3_16mrxn2 | /r/LocalLLaMA/comments/16mrxn2/signals_to_text/ | false | false | self | 5 | null |
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