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what settings / model can I use? | 0 | Hey guys, I know this has been asked some and I apologize but I was unable to find an answer for myself.
I've got a 4090 GPU
11900k CPU
64gb DDR 3600mhz ram.
I normally run 100% off the gpu, so largest I've been able to run is 30b (I managed to get 70b llama 2 working once, but it was incredibly slow and no... | 2023-10-14T20:37:52 | https://www.reddit.com/r/LocalLLaMA/comments/177yhpy/what_settings_model_can_i_use/ | Squeezitgirdle | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177yhpy | false | null | t3_177yhpy | /r/LocalLLaMA/comments/177yhpy/what_settings_model_can_i_use/ | false | false | self | 0 | null |
M2 Ultra LLM SAAS Server, Continuous Batching | 2 | I'm trying to set up an M2 Ultra to power a few websites and services with local models. I have had great success using both Koboldcpp and Oobabooga with their respective OpenAI API extensions and multi user modes. Basically, I am running multiple instances of the engine on different ports, and each instance has it's o... | 2023-10-14T20:32:40 | https://www.reddit.com/r/LocalLLaMA/comments/177yduz/m2_ultra_llm_saas_server_continuous_batching/ | Meta-CheshireAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177yduz | false | null | t3_177yduz | /r/LocalLLaMA/comments/177yduz/m2_ultra_llm_saas_server_continuous_batching/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'eUFnjTqw_PSHEbWpqGu2Q7TJO1XFGZn7YMuv5lepnwM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/alfVBQ7pBERCJniBAq5ePzLqLviw7EC7hVdmjJo0mDc.jpg?width=108&crop=smart&auto=webp&s=b75bff788790e448fd65a1b254790f8fb8db2b52', 'width': 108}, {'height': 108, 'url': 'h... |
What are you looking for in a 100k context length LLM? | 67 | Many People ask for LLMs with 100k context length, or praise claude for it. What are you doing/want to do with a 100k context length? | 2023-10-14T20:09:19 | https://www.reddit.com/r/LocalLLaMA/comments/177xwh3/what_are_you_looking_for_in_a_100k_context_length/ | vatsadev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177xwh3 | false | null | t3_177xwh3 | /r/LocalLLaMA/comments/177xwh3/what_are_you_looking_for_in_a_100k_context_length/ | false | false | self | 67 | null |
Llama.cpp llava and Metal Support | 3 | I pulled the llama.cpp repo today and noticed the new Llava support. I'm running on an M2 mac. The README says that metal is now enabled by default on the mac. I can confirm 13B chat models use the GPU just fine.
Llava is not using the GPU though. Does this require any special configuration with make? Or ... | 2023-10-14T19:26:07 | https://www.reddit.com/r/LocalLLaMA/comments/177wzms/llamacpp_llava_and_metal_support/ | Simusid | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177wzms | false | null | t3_177wzms | /r/LocalLLaMA/comments/177wzms/llamacpp_llava_and_metal_support/ | false | false | self | 3 | null |
Zephyr 7B (finetuned Mistral 7B) beats Llama2 70b ? | 60 | Zephyr 7B just launched on Huggingface and it’s looking very promising as it even beats Llama2 70B in some tests!
Have a look, let me know what your results are. It uses ChatML prompt template.
https://huggingface.co/HuggingFaceH4/zephyr-7b-alpha | 2023-10-14T19:20:13 | https://www.reddit.com/r/LocalLLaMA/comments/177wv9x/zephyr_7b_finetuned_mistral_7b_beats_llama2_70b/ | quantier | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177wv9x | false | null | t3_177wv9x | /r/LocalLLaMA/comments/177wv9x/zephyr_7b_finetuned_mistral_7b_beats_llama2_70b/ | false | false | self | 60 | {'enabled': False, 'images': [{'id': '2AaoSrRb9IzyLzt-HqQXTOyKTiCqTT8VGTATu9IBBig', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/mLyWFD6OOmMIwfPxGSbA0rx-T9mWuUfeGpi2fI0OQOY.jpg?width=108&crop=smart&auto=webp&s=70f2c8164dc80d381d7e94c21bcc02dd1d0813e2', 'width': 108}, {'height': 116, 'url': 'h... |
Inference on mistralai/Mistral-7B-v0.1 | 1 | I'm trying to run inference on mistralai/Mistral-7B-v0.1, just a simple Q & A loop. But I can't seem to even get it off the ground. It doesn't help that the model takes 5 minutes to load whenever I tweak the code.
from transformers import AutoModelForCausalLM, AutoTokenizer
m = "mistralai/Mistral-7B-v0.1"
... | 2023-10-14T19:12:50 | https://www.reddit.com/r/LocalLLaMA/comments/177wpty/inference_on_mistralaimistral7bv01/ | protehnica | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177wpty | false | null | t3_177wpty | /r/LocalLLaMA/comments/177wpty/inference_on_mistralaimistral7bv01/ | false | false | self | 1 | null |
How can I run dolphin-2.0-mistral-7B-AWQ locally? | 1 | The model can be found here: [https://huggingface.co/TheBloke/dolphin-2.0-mistral-7B-AWQ](https://huggingface.co/TheBloke/dolphin-2.0-mistral-7B-AWQ)
I see a model.safetensors file in the files tab which 4.15 GB | 2023-10-14T18:57:41 | https://www.reddit.com/r/LocalLLaMA/comments/177wej9/how_can_i_run_dolphin20mistral7bawq_locally/ | Enzor | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177wej9 | false | null | t3_177wej9 | /r/LocalLLaMA/comments/177wej9/how_can_i_run_dolphin20mistral7bawq_locally/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'qLLer_m0tkTEC18ZKBklBrlWAPj1tTPvIGO9HN0w2HU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/CzMP2GAssmqurzkG8zhPK7gGwwosne3jXI788xzdh8k.jpg?width=108&crop=smart&auto=webp&s=81dea0baf4616c99c255b00ecc9f0a505afbf2ab', 'width': 108}, {'height': 116, 'url': 'h... |
Dolphin-2.1-Mistral-7B is a really solid model. I used it to recreate https://textfx.withgoogle.com/ to work locally on CPU and didn't even have to alter the prompts. | 54 | For this weekend project I wanted to test how good the Mistral-7B finetunes really are. I decided the textfx.withgoogle would be a good test of the 16k context as some of the system prompts are over 4000 characters long ([google/generative-ai-docs (github.com)](https://github.com/google/generative-ai-docs/blob/main/de... | 2023-10-14T17:47:08 | https://www.reddit.com/r/LocalLLaMA/comments/177uxn0/dolphin21mistral7b_is_a_really_solid_model_i_used/ | thkitchenscientist | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177uxn0 | false | null | t3_177uxn0 | /r/LocalLLaMA/comments/177uxn0/dolphin21mistral7b_is_a_really_solid_model_i_used/ | false | false | self | 54 | {'enabled': False, 'images': [{'id': '8Bw0r2KGr1RvtTBmrVGOX0TRdH7dGliM4Vk_rAN4WU0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/1OqK7CsaD5Ivyk0m9PdW7VwTDNMmtP8-jeQjGsJ2-j0.jpg?width=108&crop=smart&auto=webp&s=5ee26766df897e9613e9ebd16f704adc1cee7247', 'width': 108}, {'height': 108, 'url': 'h... |
Does anyone know why this code seems to nuke my LoRa and make it act like the base model? | 1 | [removed] | 2023-10-14T17:46:04 | https://www.reddit.com/r/LocalLLaMA/comments/177uwu4/does_anyone_know_why_this_code_seems_to_nuke_my/ | codys12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177uwu4 | false | null | t3_177uwu4 | /r/LocalLLaMA/comments/177uwu4/does_anyone_know_why_this_code_seems_to_nuke_my/ | false | false | self | 1 | null |
Investigations into fine-tuning LLMs to be good at RAG | 1 | 2023-10-14T17:42:15 | https://ragntune.com/blog/Fine-tuning-an-LLM-to-be-good-at-RAG | samlhuillier3 | ragntune.com | 1970-01-01T00:00:00 | 0 | {} | 177uu0h | false | null | t3_177uu0h | /r/LocalLLaMA/comments/177uu0h/investigations_into_finetuning_llms_to_be_good_at/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'YlWKz4WhSAFawbc7tMt8HcVvxkz1A8_Tudrq4EfL7YQ', 'resolutions': [{'height': 27, 'url': 'https://external-preview.redd.it/ZTbd_Jq9pOOpc2MrOOWNvgqRjdj2kwBhl8gsR48UyiY.jpg?width=108&crop=smart&auto=webp&s=24b8eafd6a9bead776d39caf7428e6e7276f0738', 'width': 108}, {'height': 55, 'url': 'ht... | ||
Ollama is making entry into the LLM world so simple that even school kids can run an LLM now | 150 | I am a hobbyist with very little coding skills. I have been running a Contabo ubuntu VPS server for many years. I use this server to run my automations using Node RED (easy for me because it is visual programming), run a Gotify server, a PLEX media server and an InfluxDB server.
I am interested in AI and I regularly ... | 2023-10-14T16:51:12 | https://www.reddit.com/r/LocalLLaMA/comments/177tryq/ollama_is_making_entry_into_the_llm_world_so/ | ironbfly | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177tryq | false | null | t3_177tryq | /r/LocalLLaMA/comments/177tryq/ollama_is_making_entry_into_the_llm_world_so/ | false | false | self | 150 | null |
The Intel A770 16GB is now $260. I don't think a new modern GPU with 16GB of VRAM has been cheaper. | 117 | 2023-10-14T16:22:34 | https://www.amazon.com/gp/product/B0BHKNK84Y | fallingdowndizzyvr | amazon.com | 1970-01-01T00:00:00 | 0 | {} | 177t6pw | false | null | t3_177t6pw | /r/LocalLLaMA/comments/177t6pw/the_intel_a770_16gb_is_now_260_i_dont_think_a_new/ | false | false | default | 117 | null | |
Test post | 1 | [removed] | 2023-10-14T15:38:52 | https://www.reddit.com/r/LocalLLaMA/comments/177s9xo/test_post/ | Enough_Membership373 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177s9xo | false | null | t3_177s9xo | /r/LocalLLaMA/comments/177s9xo/test_post/ | false | false | self | 1 | null |
Fine tune acts like base model | 1 | [removed] | 2023-10-14T14:17:18 | https://www.reddit.com/r/LocalLLaMA/comments/177qktq/fine_tune_acts_like_base_model/ | cstein123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177qktq | false | null | t3_177qktq | /r/LocalLLaMA/comments/177qktq/fine_tune_acts_like_base_model/ | false | false | self | 1 | null |
Why are 30b/70b models struggling with what seems to be a simple question ? | 42 | I have tried many 30b/33b (4 bit/5 bit) and some 70b (4 bit) models and almost all are struggling to answer this question properly.
The following response is from the model TheBloke\_Wizard-Vicuna-30B-Uncensored-GPTQ
​
>You: Why is 1 a prime number but not 2 ?
>
>AI: One reason why 1 is considered a prime... | 2023-10-14T14:12:12 | https://www.reddit.com/r/LocalLLaMA/comments/177qh2d/why_are_30b70b_models_struggling_with_what_seems/ | amit13k | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177qh2d | false | null | t3_177qh2d | /r/LocalLLaMA/comments/177qh2d/why_are_30b70b_models_struggling_with_what_seems/ | false | false | self | 42 | null |
Does Koboldcpp load the entire model in RAM when running CPU only? | 4 | I'm running a 13B model on Ubuntu with an i7-12700H and 16GBs of RAM, but the RAM usage rarely exceeds 3-4GBs even while loading prompts. Is there any way to increase its usage so that it can run faster, or is the processing speed not dependent on RAM usage?
Also, what kinds of speeds should I be expecting with this s... | 2023-10-14T13:16:49 | https://www.reddit.com/r/LocalLLaMA/comments/177pckh/does_koboldcpp_load_the_entire_model_in_ram_when/ | tobychung08 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177pckh | false | null | t3_177pckh | /r/LocalLLaMA/comments/177pckh/does_koboldcpp_load_the_entire_model_in_ram_when/ | false | false | self | 4 | null |
Does Koboldcpp load the entire model in RAM when running CPU only? | 1 | [removed] | 2023-10-14T12:43:12 | https://www.reddit.com/r/LocalLLaMA/comments/177opfs/does_koboldcpp_load_the_entire_model_in_ram_when/ | LLaMAsecond331 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177opfs | false | null | t3_177opfs | /r/LocalLLaMA/comments/177opfs/does_koboldcpp_load_the_entire_model_in_ram_when/ | false | false | self | 1 | null |
Merging LoRA with Mistral models? | 8 | I'm trying to merge this LoRA: https://huggingface.co/lemonilia/LimaRP-Dolphistral-7B and this model: https://huggingface.co/ehartford/dolphin-2.0-mistral-7b but I wasn't able to find any information on how to do it properly.
I tried:
model_id = "ehartford/dolphin-2.0-mistral-7b"
peft_model_id = "lemonilia/LimaRP-Dol... | 2023-10-14T12:37:09 | https://www.reddit.com/r/LocalLLaMA/comments/177olcj/merging_lora_with_mistral_models/ | ququrydza | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177olcj | false | null | t3_177olcj | /r/LocalLLaMA/comments/177olcj/merging_lora_with_mistral_models/ | false | false | self | 8 | {'enabled': False, 'images': [{'id': 'TCA9kAy4BTg81J86eefBJp89Oeb7JgSW957X1SlZLrM', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/lNACTiERMFCmB1T4U_Y1SiF4OSRGR_-RCjQnYF3A7f8.jpg?width=108&crop=smart&auto=webp&s=5118cc84ce6fcb3ef063141cb9faf3f6df45be99', 'width': 108}, {'height': 116, 'url': 'h... |
Similarly grouping | 2 | Hey Guys,
Quick query: how can I group texts into subsets based on their similarity?
For instance, if one text discusses living in Paris, how can I merge it with all my other Paris-themed texts?
Thanks in advance for any guidance!
Ps: text can be more than 4000 token long and I want to merge similar text fully. | 2023-10-14T12:18:56 | https://www.reddit.com/r/LocalLLaMA/comments/177o9ka/similarly_grouping/ | Toni_rider | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177o9ka | false | null | t3_177o9ka | /r/LocalLLaMA/comments/177o9ka/similarly_grouping/ | false | false | self | 2 | null |
Prompt Switching to instruct llama to manage answer based on certain specific context data | 4 | I have a scenario of Q&A where when asked question on, I want to use a specific prompt which has different sent of instruction for the model than the regulars one. For example if asked about geography use prompt\_a but if asked about health use prompt\_b. I can do keyword based check in the question to select the promp... | 2023-10-14T11:08:46 | https://www.reddit.com/r/LocalLLaMA/comments/177n3u0/prompt_switching_to_instruct_llama_to_manage/ | Optimal_Original_815 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177n3u0 | false | null | t3_177n3u0 | /r/LocalLLaMA/comments/177n3u0/prompt_switching_to_instruct_llama_to_manage/ | false | false | self | 4 | null |
[D] a good Code or Text classification model | 1 | i am trying to detect code segments in a text response of an LLM, so i can highlight them using Highlight,JS,
is there a good model that can do the classification of a block of text and decide if it is a block of code or a block of NLP simple text (english) ?
i expected to be able to just instruct the model and be... | 2023-10-14T09:45:18 | https://www.reddit.com/r/LocalLLaMA/comments/177lvuz/d_a_good_code_or_text_classification_model/ | Particular_Flower_12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177lvuz | false | null | t3_177lvuz | /r/LocalLLaMA/comments/177lvuz/d_a_good_code_or_text_classification_model/ | false | false | self | 1 | null |
Host (Inference) 70B models locally | 5 | Hi Everyone,
How can I efficiently host 70 billion llama2 models on single GPU servers with NVIDIA A100 GPUs (80GB GPU memory each), considering that I cannot enable NVLink? My main use case is to host models and have an api exposed to infer from them. I know without NVLink the inference would be slow but that's fine.... | 2023-10-14T09:06:59 | https://www.reddit.com/r/LocalLLaMA/comments/177ld2e/host_inference_70b_models_locally/ | EDITHx2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177ld2e | false | null | t3_177ld2e | /r/LocalLLaMA/comments/177ld2e/host_inference_70b_models_locally/ | false | false | self | 5 | null |
Interact with LLaMA via code | 2 | Hey guys, I am pretty new to the topic of LLMs and especially LLaMA. My question is:
How can I interact with LLaMA via code? So basically I want to write code that sends user input to LLaMA, gets the response of LLaMA, manipulates it in a certain way and then shows the manipulated response to the user.
So basically I ... | 2023-10-14T08:07:25 | https://www.reddit.com/r/LocalLLaMA/comments/177kkb3/interact_with_llama_via_code/ | schoeppi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177kkb3 | false | null | t3_177kkb3 | /r/LocalLLaMA/comments/177kkb3/interact_with_llama_via_code/ | false | false | self | 2 | null |
Chain-of-Verification Reduces Hallucination in Large Language Models | 97 | This is nearly three weeks old, but I haven't seen a post explicitly about it. So for posterity, here it is.
Abstract:
Generation of plausible yet incorrect factual information, termed hallucination, is an unsolved issue in large language models. We study the ability of language models to deliberate on the response... | 2023-10-14T06:18:27 | https://www.reddit.com/r/LocalLLaMA/comments/177j0gw/chainofverification_reduces_hallucination_in/ | neph1010 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177j0gw | false | null | t3_177j0gw | /r/LocalLLaMA/comments/177j0gw/chainofverification_reduces_hallucination_in/ | false | false | self | 97 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/izh8gZHY4FqZ1nwtU1N_TjtohUCNuvTyMn90toXda80.jpg?width=108&crop=smart&auto=webp&s=bc9575b410002edc2df3c5b5b0355fefedc7baa8', 'width': 108}, {'height': 126, 'url': 'h... |
🕵️♂️🤖 Exploring Alternatives to Web-LLM for Running Advanced Models like Mistral-7b in-browser via WebGPU: Any Suggestions? 🌐💡 | 18 | Hey everyone,
I recently stumbled upon [Web-LLM](https://webllm.mlc.ai/), which is an awesome tool that allows you to run LLMs right in your browser, thanks to WebGPU. It's really a game-changer!
However, the repository doesn't seem to be very active lately. I'm particularly interested in running newer models like ... | 2023-10-14T06:00:39 | https://www.reddit.com/r/LocalLLaMA/comments/177ir3x/exploring_alternatives_to_webllm_for_running/ | dewijones92 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177ir3x | false | null | t3_177ir3x | /r/LocalLLaMA/comments/177ir3x/exploring_alternatives_to_webllm_for_running/ | false | false | self | 18 | null |
What if anything can I run with a AMD GPU? I have a 6700 (non XT) version | 2 | I want to experiment with LLaMA models. | 2023-10-14T05:46:13 | https://www.reddit.com/r/LocalLLaMA/comments/177ijoh/what_if_anything_can_i_run_with_a_amd_gpu_i_have/ | Soc13In | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177ijoh | false | null | t3_177ijoh | /r/LocalLLaMA/comments/177ijoh/what_if_anything_can_i_run_with_a_amd_gpu_i_have/ | false | false | self | 2 | null |
Speculative Decoding Performance? | 15 | There's someone with really fast t/s in exllamav2 https://github.com/turboderp/exllamav2/issues/108
If you've played with speculative decoding before, have you found it successful with finetuned models? The speculative example uses tinyllama 1B (now at one trillion tokens), would a Lora finetune help tinyllama further... | 2023-10-14T03:34:07 | https://www.reddit.com/r/LocalLLaMA/comments/177ghdu/speculative_decoding_performance/ | Aaaaaaaaaeeeee | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177ghdu | false | null | t3_177ghdu | /r/LocalLLaMA/comments/177ghdu/speculative_decoding_performance/ | false | false | self | 15 | {'enabled': False, 'images': [{'id': 'QC3teXcFDBntq1kR4AaA0f-ZVT6dhnrNMfjA9znI4VI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/kZ2wU9AiIpwZ2d1JeEPCsECFq-msCCILCAl-vzLFJUI.jpg?width=108&crop=smart&auto=webp&s=25457b914febb858f74c572af6ca2611796f681e', 'width': 108}, {'height': 108, 'url': 'h... |
Introducing Simulatrex, an open-source Large Language Model (LLM) based simulation framework tailored for social science and market research | 38 | 2023-10-14T03:12:09 | https://github.com/simulatrex/simulatrex | ttkciar | github.com | 1970-01-01T00:00:00 | 0 | {} | 177g323 | false | null | t3_177g323 | /r/LocalLLaMA/comments/177g323/introducing_simulatrex_an_opensource_large/ | false | false | 38 | {'enabled': False, 'images': [{'id': 'KVito4AQ1U0mJacbq1ebyzDg85JCkha850Z3PnZakbs', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/yC7cY8TfqoQYTUh0rGJHZXErwwiPjECqFXOYbHK7vsM.jpg?width=108&crop=smart&auto=webp&s=2b541bc96da28f45e35cbdce89283a48c7ca0179', 'width': 108}, {'height': 108, 'url': 'h... | ||
Recompilation of llama.cpp inside node-llama fails "the build tools cannot be found", but mentions its URL verbatim. | 1 | I can't install llama.cpp using regular means, so I tried node-llama which promised it will figure things out. It didn't.
The error is repeated twice, it says:
◷ Compiling llama.cpp
Not searching for unused variables given on the command line.
-- Selecting Windows SDK version 10.0.19041.0 to target Window... | 2023-10-14T02:42:01 | https://www.reddit.com/r/LocalLLaMA/comments/177fjtp/recompilation_of_llamacpp_inside_nodellama_fails/ | AdExcellent7516 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177fjtp | false | null | t3_177fjtp | /r/LocalLLaMA/comments/177fjtp/recompilation_of_llamacpp_inside_nodellama_fails/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'OgFzGCIRw1ZxjMOSkfV1OiH-_nQiZl8rzSonmOAuhGs', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/P8lS0kk6BFe2IEo6TxCZd1LVwksc34IkzGTVx_SCc8w.jpg?width=108&crop=smart&auto=webp&s=3d74dbe4f1d67cc8b587db9aa01762f26e269bcf', 'width': 108}], 'source': {'height': 15... |
Log Analysis with LLaMa? | 5 | Hello everybody,
i would be curious to use LLaMa or a derivative for log analysis.
I finally managed to get my own local LLM with ollama and i have bene playing around with phind.
I have a home lab and a pfsense firewall and i gather logs to analyze them.
I would be curious to use an LLM to detect irregular things ... | 2023-10-14T01:22:27 | https://www.reddit.com/r/LocalLLaMA/comments/177e2gp/log_analysis_with_llama/ | momoparis30 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177e2gp | false | null | t3_177e2gp | /r/LocalLLaMA/comments/177e2gp/log_analysis_with_llama/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'h0WGXlki-ycic9pDxcfK1YSBfq0vbVFABZtr0kYF23g', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/9e-Auie2pnPv6SCtJ-aLlrgwBUhff1zRNcXyZHu7Z2Q.jpg?width=108&crop=smart&auto=webp&s=e2465a0c745298a00d1368dcffa5c749c9f0f60f', 'width': 108}, {'height': 121, 'url': 'h... |
llama.cpp doesn't answer questions or stick me in interactive mode | 1 | Here's my starting code and checks:
C:\some_ai_test\sys>main -m "../models/mistral-7b-openorca.Q5_K_S.gguf" -p "Building a website can be done in 10 simple steps:\nStep 1:" -n 400 -e -i --log-enable Log start main: build = 1380 (2a4bcba) main: built with MSVC 19.35.32217.1 for x64 main: seed = 1697242589
... | 2023-10-14T00:21:18 | https://www.reddit.com/r/LocalLLaMA/comments/177cw9y/llamacpp_doesnt_answer_questions_or_stick_me_in/ | AdExcellent7516 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177cw9y | false | null | t3_177cw9y | /r/LocalLLaMA/comments/177cw9y/llamacpp_doesnt_answer_questions_or_stick_me_in/ | false | false | self | 1 | null |
Prompt Engineering My Way To High Quality Sprites on DALL-E 3 (Letting GPT-4 do the work) | 1 | Using some strategies from my other post ([https://www.reddit.com/r/LocalLLaMA/comments/176msrm/i\_got\_a\_preview\_of\_openais\_prompt\_engineering\_it/](https://www.reddit.com/r/LocalLLaMA/comments/176msrm/i_got_a_preview_of_openais_prompt_engineering_it/)) and some standard GPT-4 prompt engineering (Asking for itera... | 2023-10-13T23:59:00 | https://www.reddit.com/r/LocalLLaMA/comments/177cgl5/prompt_engineering_my_way_to_high_quality_sprites/ | hanjoyoutaku | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177cgl5 | false | {'oembed': {'author_name': 'Nick Dobos', 'author_url': 'https://twitter.com/NickADobos', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">How to make animated gifs with chatGPT<br><br>In dalle-3:<br>"Make a sprite sheet of a swordsman running"<br><br>i... | t3_177cgl5 | /r/LocalLLaMA/comments/177cgl5/prompt_engineering_my_way_to_high_quality_sprites/ | false | false | self | 1 | null |
No spacing between words | 0 | Hi, I am running inference for a llama-based model and there is no space between words in the model inference. Can anyone help me to figure out the reason for this? | 2023-10-13T23:23:19 | https://www.reddit.com/r/LocalLLaMA/comments/177br6h/no_spacing_between_words/ | Ornery-Young-7346 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 177br6h | false | null | t3_177br6h | /r/LocalLLaMA/comments/177br6h/no_spacing_between_words/ | false | false | self | 0 | null |
Any GGUF model reccomendations for text adventure, that is 13b | 10 | I wanna try text adventure and I was wondering what the best one I should use is. I have a gaming laptop with a rtx3070 and 8gb of vram. | 2023-10-13T21:48:47 | https://www.reddit.com/r/LocalLLaMA/comments/1779pdh/any_gguf_model_reccomendations_for_text_adventure/ | mjh657 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1779pdh | false | null | t3_1779pdh | /r/LocalLLaMA/comments/1779pdh/any_gguf_model_reccomendations_for_text_adventure/ | false | false | self | 10 | null |
AI is not responding | 1 | [removed] | 2023-10-13T21:38:11 | https://www.reddit.com/r/LocalLLaMA/comments/1779gtb/ai_is_not_responding/ | Select_Section_6402 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1779gtb | false | null | t3_1779gtb | /r/LocalLLaMA/comments/1779gtb/ai_is_not_responding/ | false | false | 1 | null | |
AI is not responding | 1 | [removed] | 2023-10-13T21:33:04 | https://www.reddit.com/r/LocalLLaMA/comments/1779cqm/ai_is_not_responding/ | Vast-Number5079 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1779cqm | false | null | t3_1779cqm | /r/LocalLLaMA/comments/1779cqm/ai_is_not_responding/ | false | false | self | 1 | null |
What are the benefits of using open source embeddings model? | 42 | I saw this post by HuggingFace and I am curious to know; aside from the cost difference what is the benefit of using something like this instead of ADA 002? https://www.linkedin.com/posts/olivier-dehaene_github-huggingfacetext-embeddings-inference-activity-7118622076818579456-HIbJ?utm_source=share&utm_medium=member_ios... | 2023-10-13T21:12:52 | https://www.reddit.com/r/LocalLLaMA/comments/1778vg0/what_are_the_benefits_of_using_open_source/ | 99OG121314 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1778vg0 | false | null | t3_1778vg0 | /r/LocalLLaMA/comments/1778vg0/what_are_the_benefits_of_using_open_source/ | false | false | self | 42 | {'enabled': False, 'images': [{'id': 'SaYA4I-14sVj5CJM1uEuZCScTYOzzSkjC6gkDLQLM8o', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/_8RLGDyyMvByi0tnxGmfS9v610bYRk_I4E7l6261MbE.jpg?width=108&crop=smart&auto=webp&s=3f7508ea4b5835ddbd3521d92fec892fb3067b8f', 'width': 108}, {'height': 108, 'url': 'h... |
Dual cards 3090 / 2070s | 4 | I replaced my 2070S with a 3090. Realized my mobo has dual x16 slots though so could in theory run both.
If I understand it correctly that would give me 24gb+8gb usable for models, but little to no gains on speed.
Don't have any sort of reference point as to whether this makes any sense so anyone with dual gpu experi... | 2023-10-13T20:35:02 | https://www.reddit.com/r/LocalLLaMA/comments/17781wp/dual_cards_3090_2070s/ | AnomalyNexus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17781wp | false | null | t3_17781wp | /r/LocalLLaMA/comments/17781wp/dual_cards_3090_2070s/ | false | false | self | 4 | null |
Best hardware for <= $7k that allows for speed > GPT3.5 | 8 | Looking to see if it makes sense to buy local hardware to run a local LLM (7B or 13B likely) that can achieve TPS higher than GPT 3.5. For whatever reason, using Azure Open API seems slow, even with GPT 3.5, when compared against the official ChatGPT app. | 2023-10-13T20:22:50 | https://www.reddit.com/r/LocalLLaMA/comments/1777s4z/best_hardware_for_7k_that_allows_for_speed_gpt35/ | caikenboeing727 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1777s4z | false | null | t3_1777s4z | /r/LocalLLaMA/comments/1777s4z/best_hardware_for_7k_that_allows_for_speed_gpt35/ | false | false | self | 8 | null |
Need help and guidance with using local Mistral-7B to make chatbot trained on internal documents | 4 | Hey! I am an Deep Learning Engineer who has mostly been doing Computer vision and Data science work till now, I have come across an opportunity where I would be using Mistral-7B server has been installed locally to create a chatbot starting with the internal use. How do i proceed with configuring it on the basic and th... | 2023-10-13T20:04:10 | https://www.reddit.com/r/LocalLLaMA/comments/1777d6r/need_help_and_guidance_with_using_local_mistral7b/ | Professional_Bunch69 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1777d6r | false | null | t3_1777d6r | /r/LocalLLaMA/comments/1777d6r/need_help_and_guidance_with_using_local_mistral7b/ | false | false | self | 4 | null |
Can't get your model to stop after outputting a formalized response? | 3 | Make something like <|stop|> part of the format description and configure it as a stop token.
May seem like a no-brainer, but there was some serious head->desk involved until I figured it out. Seems really reliable so far.
Oh and no, that's not some format the model comes with. In fact, it's supposed to not be direct... | 2023-10-13T19:01:52 | https://www.reddit.com/r/LocalLLaMA/comments/17761u3/cant_get_your_model_to_stop_after_outputting_a/ | involviert | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17761u3 | false | null | t3_17761u3 | /r/LocalLLaMA/comments/17761u3/cant_get_your_model_to_stop_after_outputting_a/ | false | false | self | 3 | null |
Seeking Guidance on AI/ML/LLM Resume for Career Advancement: | 1 | Hello all, I've been immersed in the world of LLM and AI for the past two years and am passionate about furthering my career in this domain. While I'm in the process of applying to a master's program in the same area, I'm eager to gain more practical experience and establish connections in the industry. Can anyone pro... | 2023-10-13T18:47:54 | https://www.reddit.com/r/LocalLLaMA/comments/1775qo1/seeking_guidance_on_aimlllm_resume_for_career/ | shoopuff2003 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1775qo1 | false | null | t3_1775qo1 | /r/LocalLLaMA/comments/1775qo1/seeking_guidance_on_aimlllm_resume_for_career/ | false | false | 1 | null | |
LLaVA hosting options? | 5 | Are there any cheap/free options to use the LLaVA-v1.5 vision model for API usage?
The demo is hosted on HuggingFace but I’m assuming access to it requires hosting of some kind. | 2023-10-13T18:36:17 | https://www.reddit.com/r/LocalLLaMA/comments/1775ha5/llava_hosting_options/ | async0x | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1775ha5 | false | null | t3_1775ha5 | /r/LocalLLaMA/comments/1775ha5/llava_hosting_options/ | false | false | self | 5 | null |
Update from Quadro P6000 24GB | 1 | Hello,
I m upgrading for two 3090 from a Quadro P6000. The Quadro has been actually impressive running drivers 525 and CUDA 12.0/11.8 , but I was able to get my hands on 2 3090.
Is there any interest / noticeable advantage in connecting them with SLI?
Using LLM for automatic documents verification and process optimi... | 2023-10-13T17:54:33 | https://www.reddit.com/r/LocalLLaMA/comments/1774joi/update_from_quadro_p6000_24gb/ | OrtaMatt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1774joi | false | null | t3_1774joi | /r/LocalLLaMA/comments/1774joi/update_from_quadro_p6000_24gb/ | false | false | self | 1 | null |
SEEKING FOR A TECH CO-FOUNDER/ DEVELOPER For an AI LLM SaaS ! Give Your 2 Minutes of Attention and Read! | 1 | [removed] | 2023-10-13T17:23:19 | https://www.reddit.com/r/LocalLLaMA/comments/1773vn7/seeking_for_a_tech_cofounder_developer_for_an_ai/ | anonymous_devil666 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1773vn7 | false | null | t3_1773vn7 | /r/LocalLLaMA/comments/1773vn7/seeking_for_a_tech_cofounder_developer_for_an_ai/ | false | false | self | 1 | null |
Is there a way to expose API from ooba via cloudflare | 1 | I've set up a local oobabooga instance, which is working fine, and made it available online via cloudflare.
I've checked these flags : api and listen.
Access from internet is working, but api calls from Google colab failed.
I'm not sure that port 5000 is exposed from cloudflare.
Not sure if my explanation is ok, as Eng... | 2023-10-13T15:17:21 | https://www.reddit.com/r/LocalLLaMA/comments/17713q2/is_there_a_way_to_expose_api_from_ooba_via/ | Zestyclose-East2364 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17713q2 | false | null | t3_17713q2 | /r/LocalLLaMA/comments/17713q2/is_there_a_way_to_expose_api_from_ooba_via/ | false | false | self | 1 | null |
How to fine tune LLaMA2 to understand and answer questions in Spanish? | 6 | So, the alpaca dataset has a translated version to Spanish, in the same format as the original one. I want to fine tune LLaMA2-chat 7B with that dataset so that it understands Spanish. Some important details:
- I'm using Oobabooga's UI, so I wish to produce a LoRA
- I'm loading in 8 bits as I only have 16GB of VRAM
- ... | 2023-10-13T14:51:01 | https://www.reddit.com/r/LocalLLaMA/comments/1770ilg/how_to_fine_tune_llama2_to_understand_and_answer/ | OnlyXeba | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1770ilg | false | null | t3_1770ilg | /r/LocalLLaMA/comments/1770ilg/how_to_fine_tune_llama2_to_understand_and_answer/ | false | false | self | 6 | null |
Dataset/Model creator communities? | 1 | [removed] | 2023-10-13T14:41:47 | https://www.reddit.com/r/LocalLLaMA/comments/1770bgy/datasetmodel_creator_communities/ | arthurwolf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1770bgy | false | null | t3_1770bgy | /r/LocalLLaMA/comments/1770bgy/datasetmodel_creator_communities/ | false | false | self | 1 | null |
Dataset Creation Tools? | 11 | I would like to train/Lora on my own data. It is a mix of .PDFs, .TXT, and .HTML (but text only).
What is everyone doing to extract the text/pre-process/process the data.
Any recommendations on software/tools to use?
From my current understanding all of the text content will be extracted and put into a large .TXT fi... | 2023-10-13T14:39:58 | https://www.reddit.com/r/LocalLLaMA/comments/1770a3m/dataset_creation_tools/ | Gohan472 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1770a3m | false | null | t3_1770a3m | /r/LocalLLaMA/comments/1770a3m/dataset_creation_tools/ | false | false | self | 11 | null |
Domain Adaptation Tuning with Unstructured Data | 6 | Hello everyone. I would like to ask for help on doing domain adaptation on LLaMA-2, using LoRA if possible.
I am working with medical data, and have already carried out instruction tuning on the LLaMA-2-13B base model from HuggingFace. I used QA data I formatted or generated (using GPT-4) from medical textbook data I ... | 2023-10-13T14:05:51 | https://www.reddit.com/r/LocalLLaMA/comments/176zjr8/domain_adaptation_tuning_with_unstructured_data/ | RactainCore | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176zjr8 | false | null | t3_176zjr8 | /r/LocalLLaMA/comments/176zjr8/domain_adaptation_tuning_with_unstructured_data/ | false | false | self | 6 | null |
Giraffe 70B: Same as before but bigger | 22 | I came across this while actually searching for something else.
[https://blog.abacus.ai/blog/2023/09/25/closing-the-gap-to-closed-source-llms-70b-giraffe-32k/](https://blog.abacus.ai/blog/2023/09/25/closing-the-gap-to-closed-source-llms-70b-giraffe-32k/)
Highlights include a claimed 32K context and a claimed "...the... | 2023-10-13T13:36:34 | https://www.reddit.com/r/LocalLLaMA/comments/176yxmd/giraffe_70b_same_as_before_but_bigger/ | arekku255 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176yxmd | false | null | t3_176yxmd | /r/LocalLLaMA/comments/176yxmd/giraffe_70b_same_as_before_but_bigger/ | false | false | self | 22 | {'enabled': False, 'images': [{'id': '2oJ4OO0HqZUeE-ymDVTu78GjbPcuOXrFjJwvMQzajiw', 'resolutions': [{'height': 67, 'url': 'https://external-preview.redd.it/JdU0axyF3nCMZdyNH_Sxo3WGHPAW8Rey3x8c3UKDMYc.jpg?width=108&crop=smart&auto=webp&s=64bb2474ffdf7b292a028f8c605134eae6cc586b', 'width': 108}, {'height': 134, 'url': 'h... |
Mistral AI 7B recommendation question | 20 | Why is `mistral-7b-v0.1.Q8_0.gguf`, whose use case has extremely low quality loss, not recommended? If one has the sufficient 10GB of RAM available, is it still a bad choice for selecting this quantized model? | 2023-10-13T13:10:00 | https://www.reddit.com/r/LocalLLaMA/comments/176yea1/mistral_ai_7b_recommendation_question/ | RAIV0LT | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176yea1 | false | null | t3_176yea1 | /r/LocalLLaMA/comments/176yea1/mistral_ai_7b_recommendation_question/ | false | false | self | 20 | null |
Newb here trying to understand better | 1 | I have 2 csv files one with random technologies and their description and the other with roles and their description. If I wanted to associate a role to one or a set of technologies, how could I do so?
What I learned so far is that I need to transform the csv in text, split it in chunks, vectorize the chunks and use a ... | 2023-10-13T12:23:55 | https://www.reddit.com/r/LocalLLaMA/comments/176xiqf/newb_here_trying_to_understand_better/ | No-Dependent-2984 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176xiqf | false | null | t3_176xiqf | /r/LocalLLaMA/comments/176xiqf/newb_here_trying_to_understand_better/ | false | false | default | 1 | null |
Is VisionLlama in sight? Llama, Llama-2, CodeLlama, SeamlessM4T...? | 1 | [removed] | 2023-10-13T12:11:57 | https://www.reddit.com/r/LocalLLaMA/comments/176xate/is_visionllama_in_sight_llama_llama2_codellama/ | chibop1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176xate | false | null | t3_176xate | /r/LocalLLaMA/comments/176xate/is_visionllama_in_sight_llama_llama2_codellama/ | false | false | default | 1 | null |
Introducing SauerkrautLM-v1 - Our German Language Powerhouse | 88 | ​
[SauerkrautLM-v1](https://preview.redd.it/0swocw2jnytb1.png?width=960&format=png&auto=webp&s=f673289b6bcdec5f275a37ff01c06b6ca072142c)
​
We're excited to **reveal our very first release, SauerkrautLM-v1**, a groundbreaking achievement that represents a significant milestone. This innovative creation ... | 2023-10-13T12:11:15 | https://www.reddit.com/r/LocalLLaMA/comments/176xaew/introducing_sauerkrautlmv1_our_german_language/ | AffectionateCan2342 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176xaew | false | null | t3_176xaew | /r/LocalLLaMA/comments/176xaew/introducing_sauerkrautlmv1_our_german_language/ | false | false | 88 | {'enabled': False, 'images': [{'id': 'TUlPj_jlU1Up3WhC4rcOtoKjmQnffS1iaXC7z9Hc7Ms', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/F91vv-tXMjwv_8LlPkf8Dc8DnzzX2Q-ZyctbwR9BN20.jpg?width=108&crop=smart&auto=webp&s=93fcdc443b0613471badf4723e4d51d20b1f24ef', 'width': 108}, {'height': 116, 'url': 'h... | |
AI literature | 1 | [removed] | 2023-10-13T10:57:35 | https://www.reddit.com/r/LocalLLaMA/comments/176w22p/ai_literature/ | e-nigmaNL | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176w22p | false | null | t3_176w22p | /r/LocalLLaMA/comments/176w22p/ai_literature/ | false | false | self | 1 | null |
Domain Adaptation Tuning on Unstructred Textbook Data | 1 | Hello everyone. I would like to ask for help on doing domain adaptation on LLaMA-2, using LoRA if possible.
I am working with medical data, and have already carried out instructuion tuning on the LLaMA-2-13B base model from HuggingFace. I used QA data I formatted or generated (using GPT-4) from medical textbook data I... | 2023-10-13T09:28:19 | https://www.reddit.com/r/LocalLLaMA/comments/176urip/domain_adaptation_tuning_on_unstructred_textbook/ | RactainCore | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176urip | false | null | t3_176urip | /r/LocalLLaMA/comments/176urip/domain_adaptation_tuning_on_unstructred_textbook/ | false | false | self | 1 | null |
so LessWrong doesnt want Meta to release model weights | 164 | > TL;DR LoRA fine-tuning undoes the safety training of Llama 2-Chat 70B with one GPU and a budget of less than $200. The resulting models[\[1\]](https://www.lesswrong.com/posts/qmQFHCgCyEEjuy5a7/lora-fine-tuning-efficiently-undoes-safety-training-from#fnhebyk3v9755) maintain helpful capabilities without refusing to ful... | 2023-10-13T09:18:03 | https://www.reddit.com/r/LocalLLaMA/comments/176um9i/so_lesswrong_doesnt_want_meta_to_release_model/ | ab2377 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176um9i | false | null | t3_176um9i | /r/LocalLLaMA/comments/176um9i/so_lesswrong_doesnt_want_meta_to_release_model/ | false | false | self | 164 | {'enabled': False, 'images': [{'id': 'ORB0OJ3iC7P6Dh_p4qx_7q4YeYVCbSb0WYhZ3NNx2gc', 'resolutions': [{'height': 94, 'url': 'https://external-preview.redd.it/JyTofrq3bXNdxMccsPmlmPqn6wlm9fxOm2OP7JQ4XbQ.jpg?width=108&crop=smart&auto=webp&s=e4052c9886e9c64dbe7e46894e9679ed2a93bd77', 'width': 108}, {'height': 189, 'url': 'h... |
Llama 2 unable to solve simple equation? | 0 | I'm trying this simple equation with llama 2:
>x - 10 + 14 = 0 what is x?
Here is the answer it gives. This is the version running on huggingchat (70b-chat-hf):
>Sure! To solve for x, we can first subtract 10 from both sides of the equation:
>
>x - 10 + 14 = 0
>
>This gives us:
>
>\-10 + 14 = 0
>
>N... | 2023-10-13T09:12:08 | https://www.reddit.com/r/LocalLLaMA/comments/176ujlb/llama_2_unable_to_solve_simple_equation/ | gamesntech | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176ujlb | false | null | t3_176ujlb | /r/LocalLLaMA/comments/176ujlb/llama_2_unable_to_solve_simple_equation/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'jgQm84TE7JavHotaPdXkvH7EcvRFx7jzgHILwWcBdfM', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/NtcJcDKINGlQctPJGmSms00K-vCMfG2MrlTziHtroUI.jpg?width=108&crop=smart&auto=webp&s=5013b430e7e07294ad27de17c2008aa06d30e993', 'width': 108}, {'height': 121, 'url': 'h... |
Is the 0.75 tokens per word rule of thumb general, or related to the type of tokenizer? | 18 | OpenAI have their tokenizer site: [https://platform.openai.com/tokenizer](https://platform.openai.com/tokenizer) where they say a word is roughly 0.75 tokens.
As I understand it, GPT-3 uses a BPE tokenizer. Does that rule of thumb only work for that type of tokenizer, or is it general? I've not been able to find anyw... | 2023-10-13T08:42:29 | https://www.reddit.com/r/LocalLLaMA/comments/176u53g/is_the_075_tokens_per_word_rule_of_thumb_general/ | heisenbork4 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176u53g | false | null | t3_176u53g | /r/LocalLLaMA/comments/176u53g/is_the_075_tokens_per_word_rule_of_thumb_general/ | false | false | self | 18 | {'enabled': False, 'images': [{'id': 'XjYeH9UKcgyOWN9BfsAvdRtig11MoY4NbGzf8T8tohc', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/nEedMLn73AsJU6AgxrHz6cvr0_KUZAuY26VUpixUKp8.jpg?width=108&crop=smart&auto=webp&s=3f9105ef3e7b58900470546335a78fe533005bb4', 'width': 108}, {'height': 113, 'url': 'h... |
Finetuned Models: Lemur-70B & Lemur-70B-Chat | 17 | 2023-10-13T06:49:58 | https://x.com/yihengxu_/status/1712537543688990940?s=20 | ninjasaid13 | x.com | 1970-01-01T00:00:00 | 0 | {} | 176sk2c | false | null | t3_176sk2c | /r/LocalLLaMA/comments/176sk2c/finetuned_models_lemur70b_lemur70bchat/ | false | false | 17 | {'enabled': False, 'images': [{'id': 'hY5Sp9HNpvRmTjemNzE-ThQAkKaTuzmrFI-2xgcXYdU', 'resolutions': [{'height': 52, 'url': 'https://external-preview.redd.it/qGgui2ek4E-FjW_Gg31zCl4xtFNEy3MAA3wfyZc2cAQ.jpg?width=108&crop=smart&auto=webp&s=238c05e81d0917804dd540d15c8a347b295c6355', 'width': 108}, {'height': 104, 'url': 'h... | ||
TinyLlama chat (1.1b parameter) is now available via Ollama | 24 | Hi folks,
Try TinyLlama chat here: [https://ollama.ai/saikatkumardey/tinyllama](https://ollama.ai/saikatkumardey/tinyllama)
It's an uncensored model and chatting with it is pretty fun!
Let me know what you think of it. | 2023-10-13T06:21:18 | https://www.reddit.com/r/LocalLLaMA/comments/176s56a/tinyllama_chat_11b_parameter_is_now_available_via/ | deykus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176s56a | false | null | t3_176s56a | /r/LocalLLaMA/comments/176s56a/tinyllama_chat_11b_parameter_is_now_available_via/ | false | false | self | 24 | {'enabled': False, 'images': [{'id': 'krjt_5uhqcaDfYjfO7lkezThehav9cAIRJgcK-OKAmM', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/s0D7i4Rco0trWh9Bu1uEkgnoJJLA3UNKUA9vs57seII.jpg?width=108&crop=smart&auto=webp&s=53486800d92d75b19d59502534fa9ba2785c14b0', 'width': 108}, {'height': 113, 'url': 'h... |
Bionic GPT - A front end for Local LLama that supports RAG and Teams. | 10 | Hi,
We've been working for a few weeks now on a front end targeted at corporates who want to run LLM's on prem.
The project is here [https://github.com/purton-tech/bionicgpt](https://github.com/purton-tech/bionicgpt)
We're using LocalAI [https://localai.io/](https://localai.io/) for inference on the back end amongst... | 2023-10-13T06:14:26 | https://www.reddit.com/r/LocalLLaMA/comments/176s1jc/bionic_gpt_a_front_end_for_local_llama_that/ | purton_i | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176s1jc | false | null | t3_176s1jc | /r/LocalLLaMA/comments/176s1jc/bionic_gpt_a_front_end_for_local_llama_that/ | false | false | self | 10 | {'enabled': False, 'images': [{'id': 'Zvp9AfDGYbj9luoKn81jZF1ikhbfYOMs4Lh-DkCIhns', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/2YSJg2LKdmJ2UGhimBr_rHKEJSHOUvRUgDYsKzv_84c.jpg?width=108&crop=smart&auto=webp&s=b9c591c096329ab00432c48f93dd0e2c115f2b16', 'width': 108}, {'height': 108, 'url': 'h... |
New to this. My boss asked me to use LLM's to disclose information in conversations. Is this feasible? | 15 | I'm new to LLMs. I want to know if what I want is feasible before I go into the deep end and enter this wonderful world.
I have a bunch of conversations between personnel of a company, with lots of domain specific jargon, lots of conversations everyday. And my boss asked me if I could use an LLM to disclose the info... | 2023-10-13T06:14:12 | https://www.reddit.com/r/LocalLLaMA/comments/176s1ej/new_to_this_my_boss_asked_me_to_use_llms_to/ | Comfortable-Emu5909 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176s1ej | false | null | t3_176s1ej | /r/LocalLLaMA/comments/176s1ej/new_to_this_my_boss_asked_me_to_use_llms_to/ | false | false | self | 15 | null |
Open Source AI Book | 1 | [removed] | 2023-10-13T06:11:58 | https://www.reddit.com/r/LocalLLaMA/comments/176s076/open_source_ai_book/ | HorrorNo8851 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176s076 | false | null | t3_176s076 | /r/LocalLLaMA/comments/176s076/open_source_ai_book/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'hWHH2IZfgAVW19O_CSTzlSDJRgDT4B85g69KfFY1VBk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/jw63UtKU03T6xFl5tBH5R4FHjxeFFu5hmKaFEVJB25Y.jpg?width=108&crop=smart&auto=webp&s=ae27c681f5a8b403ed751042089f50e82a99e942', 'width': 108}, {'height': 108, 'url': 'h... |
First Open Source Clinical LLM to beat USMLE passing score - Med42 based on Llama 2 | 61 | M42 has released the first open source clinical LLM to beat the USMLE passing score on zero-shot evaluation !
Try it now on Huggingface: [https://huggingface.co/m42-health/med42-70b](https://huggingface.co/m42-health/med42-70b) | 2023-10-13T06:11:21 | https://www.reddit.com/r/LocalLLaMA/comments/176rzut/first_open_source_clinical_llm_to_beat_usmle/ | clechristophe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176rzut | false | null | t3_176rzut | /r/LocalLLaMA/comments/176rzut/first_open_source_clinical_llm_to_beat_usmle/ | false | false | self | 61 | {'enabled': False, 'images': [{'id': 'vd1IVCke_Z2t8FH1aO0jmcxjXWEMTXjJ09Fa9gthNy4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/0cym5d8CDUWOxVXoBr-LbtYiCvQxuuYyHDkO3eB8iAI.jpg?width=108&crop=smart&auto=webp&s=0f7fe6aa175ea2ba1191b65ebc1f09ddb0daea6b', 'width': 108}, {'height': 116, 'url': 'h... |
Finetuning: Whats the right ratio of dataset/LLM size? | 8 | If we need to finetune Llama 7B is 5k rows (prompt:response format) a decent number or should we go for something more compact like Incite 3B to avoid overfitting? Also, am I right in thinking that for a 5k row training dataset will have no impact on anything larger than 7B models? | 2023-10-13T05:02:31 | https://www.reddit.com/r/LocalLLaMA/comments/176qxw4/finetuning_whats_the_right_ratio_of_datasetllm/ | buzzyness | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176qxw4 | false | null | t3_176qxw4 | /r/LocalLLaMA/comments/176qxw4/finetuning_whats_the_right_ratio_of_datasetllm/ | false | false | self | 8 | null |
LLM for reasoning | 16 | which local LLM is the best for reasoning when deciding on a plan or deciding between what to do next or deciding between a list of things required | 2023-10-13T04:56:33 | https://www.reddit.com/r/LocalLLaMA/comments/176quel/llm_for_reasoning/ | adeelahmadch | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176quel | false | null | t3_176quel | /r/LocalLLaMA/comments/176quel/llm_for_reasoning/ | false | false | self | 16 | null |
Enter RNNs with CharRNN | 1 | [removed] | 2023-10-13T03:21:17 | https://www.reddit.com/r/LocalLLaMA/comments/176p96w/enter_rnns_with_charrnn/ | vatsadev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176p96w | false | null | t3_176p96w | /r/LocalLLaMA/comments/176p96w/enter_rnns_with_charrnn/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'xPuIOyXbHUx8blWtbgQa7SGeLwQs5eiVmHBIcozLvkY', 'resolutions': [{'height': 78, 'url': 'https://external-preview.redd.it/xiKlq60vlBel08-j9qD6TXr50batTMms3xLk4uI7z6w.jpg?width=108&crop=smart&auto=webp&s=65b5d9f6026144e80b25176e4b237671b6c0b0ee', 'width': 108}, {'height': 156, 'url': 'h... |
Are books useful for fine-tuning llama-2 chat models? | 1 | I've heard contradictory things on this. I have a domain-specific chat model, and there are book-length texts that are right in its domain. To make it a competent chat model, do I only want multi-turn conversations in the training? Or will training whole books help too? | 2023-10-13T03:15:43 | https://www.reddit.com/r/LocalLLaMA/comments/176p5hl/are_books_useful_for_finetuning_llama2_chat_models/ | cold-depths | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176p5hl | false | null | t3_176p5hl | /r/LocalLLaMA/comments/176p5hl/are_books_useful_for_finetuning_llama2_chat_models/ | false | false | self | 1 | null |
Chatting with internal company documents | 9 | Hi everyone 👋
I am trying to build a chat bot that can help retrieve and search internal company documents. I am building a small prototype atm but have had little luck with llama2 and mistral 7B GGUF models . Either they are too slow or often hallucinate. The best results I have seen so far are with OpenAIs apis. He... | 2023-10-13T02:51:49 | https://www.reddit.com/r/LocalLLaMA/comments/176opur/chatting_with_internal_company_documents/ | Humble-Helicopter-43 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176opur | false | null | t3_176opur | /r/LocalLLaMA/comments/176opur/chatting_with_internal_company_documents/ | false | false | self | 9 | null |
Seeking Orientation on Developing an LLM-Based QA Chatbot | 4 | Hello everyone,
In the context of my degree thesis, I am developing a QA-chatbot based on the LLM model for Chilean law. As I am Chilean, the chatbot will primarily be in Spanish. I'm aware of the necessity to use the RAG architecture, but I have additional questions.
The tech stack I'm considering includes:
* Langc... | 2023-10-13T02:46:06 | https://www.reddit.com/r/LocalLLaMA/comments/176om1d/seeking_orientation_on_developing_an_llmbased_qa/ | emersounds | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176om1d | false | null | t3_176om1d | /r/LocalLLaMA/comments/176om1d/seeking_orientation_on_developing_an_llmbased_qa/ | false | false | self | 4 | null |
Best 32k open source llm ? | 26 | I am looking for recommendations for the best 32k instruction tuned LLMs.
I tried the following:
\- [togethercomputer/Llama-2-7B-32K-Instruct](https://huggingface.co/togethercomputer/Llama-2-7B-32K-Instruct): It doesn't stop and continue generating text until the max\_num\_tokens reached
\- [THUDM/chatglm2-6b-32k](h... | 2023-10-13T01:40:06 | https://www.reddit.com/r/LocalLLaMA/comments/176ndan/best_32k_open_source_llm/ | Puzzleheaded_Mall546 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176ndan | false | null | t3_176ndan | /r/LocalLLaMA/comments/176ndan/best_32k_open_source_llm/ | false | false | self | 26 | {'enabled': False, 'images': [{'id': 'NhTyTYbUZCBxJ4WX2701bl_Vy561Vr9kYmJgiAG8hsc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Ct3qarltAAP4rCmssE9b8IaOISH9pFLZHUjLk1fH4C4.jpg?width=108&crop=smart&auto=webp&s=db4844443f9a1d1bbfedec9c437bba1f3c95bc33', 'width': 108}, {'height': 116, 'url': 'h... |
Weighted finetuning for specifiic behavior? | 3 | I want to do something like finetune a model on a bunch of text by selected list of authors for example so that the model learns to imitate styles of those authors and then I want to create LORAs for each of the authors separately so that I can stack the base LORA and the author specific LORA to help write in the style... | 2023-10-13T01:24:11 | https://www.reddit.com/r/LocalLLaMA/comments/176n25t/weighted_finetuning_for_specifiic_behavior/ | Key-Morning-4712 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176n25t | false | null | t3_176n25t | /r/LocalLLaMA/comments/176n25t/weighted_finetuning_for_specifiic_behavior/ | false | false | self | 3 | null |
I got a preview of OpenAI's prompt engineering... It sucks and here's some ways to mess with it | 68 | https://twitter.com/agiutopia/status/1712613264545210649
I wrote the above Twitter post to be an attention grab, but really I just wanted to share with the community the prompting level that OpenAI are using. They are currently just appending the following texts based on what happened with the DALL-E:
ChatGPT
{
"p... | 2023-10-13T01:10:36 | https://www.reddit.com/r/LocalLLaMA/comments/176msrm/i_got_a_preview_of_openais_prompt_engineering_it/ | hanjoyoutaku | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176msrm | false | {'oembed': {'author_name': 'Dr. Thomas Ager, Ph.D 🖥️ AI Engineer 🧠', 'author_url': 'https://twitter.com/agiutopia', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">SECRETS REVEALED:<br><br>I downloaded my data exports to parse my own DALL-E 3 data... and foun... | t3_176msrm | /r/LocalLLaMA/comments/176msrm/i_got_a_preview_of_openais_prompt_engineering_it/ | false | false | self | 68 | {'enabled': False, 'images': [{'id': 'viHOUHJ9zW_qMLj89qO5WBwzls4RlQRhRrDe0c8g68Y', 'resolutions': [{'height': 67, 'url': 'https://external-preview.redd.it/UPRiwXGyxBUHGSMZMb_nGWHze2E-ZF4lJYci7ceaC3I.jpg?width=108&crop=smart&auto=webp&s=064501ece62dba5b222d32ca6cbc93500529b137', 'width': 108}], 'source': {'height': 87,... |
Llama 2 on local server | 3 | Hi, I hope that this isn’t a repetition as questions like these may have come up in the past.
I have access to a remote server with RAM of 125G and has NVIDIA A40 that has VRAM of 48GB. I’m planning to install local Llama models on it and was wondering if I can install 13B and 70B models without quantization?
70B see... | 2023-10-13T00:30:00 | https://www.reddit.com/r/LocalLLaMA/comments/176lzth/llama_2_on_local_server/ | sistasa | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176lzth | false | null | t3_176lzth | /r/LocalLLaMA/comments/176lzth/llama_2_on_local_server/ | false | false | self | 3 | null |
Is there a quick and easy method to run some benchmarks locally with llama.cpp? | 5 | I see a lot of posts about tokens per second and other performance metrics. Is there a built-in tool with llama.cpp that can run some benchmarks on my local machine? Or is there some other tool or suite that people usually use? I could write a custom script to run a model against a set of prompts and derive some number... | 2023-10-13T00:17:36 | https://www.reddit.com/r/LocalLLaMA/comments/176lqsr/is_there_a_quick_and_easy_method_to_run_some/ | gamesntech | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176lqsr | false | null | t3_176lqsr | /r/LocalLLaMA/comments/176lqsr/is_there_a_quick_and_easy_method_to_run_some/ | false | false | self | 5 | null |
When will RTX 4090s drop in price? | 1 | [removed] | 2023-10-12T23:39:23 | https://www.reddit.com/r/LocalLLaMA/comments/176kyx2/when_will_rtx_4090s_drop_in_price/ | wesarnquist | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176kyx2 | false | null | t3_176kyx2 | /r/LocalLLaMA/comments/176kyx2/when_will_rtx_4090s_drop_in_price/ | false | false | self | 1 | null |
Biomimicry LLM - ANIMA-7b Update | 26 | Since my last post, ANIMA has been further trained 2 more times on various combinations and augmentations of the previous datasets improving its ability to generate innovative relationships within its knowledge base. The goal is that ANIMA can create novel solutions to challenges using strategies from nature.
[ANIMA ... | 2023-10-12T23:26:51 | https://www.reddit.com/r/LocalLLaMA/comments/176kprc/biomimicry_llm_anima7b_update/ | vesudeva | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176kprc | false | null | t3_176kprc | /r/LocalLLaMA/comments/176kprc/biomimicry_llm_anima7b_update/ | false | false | self | 26 | {'enabled': False, 'images': [{'id': '6PLFUPn5FZNQQPCuvwISyrfnfu2Aw3wIHKSDwgRWBwo', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/5KaBD4T97WH3fo3esTdYXpq-p2F6SMO8zGueHitwY2c.jpg?width=108&crop=smart&auto=webp&s=d97fa73a6121e2184ec6fae1333082928cfd10d5', 'width': 108}, {'height': 116, 'url': 'h... |
Hiring! | 1 | [removed] | 2023-10-12T22:40:18 | https://www.reddit.com/r/LocalLLaMA/comments/176jqjp/hiring/ | victhegreat_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176jqjp | false | null | t3_176jqjp | /r/LocalLLaMA/comments/176jqjp/hiring/ | false | false | self | 1 | null |
Price finding in certain source code | 2 | I'm doing certain hobby project where I need to extract the price for a product in many different sites. So all of them have the price in different format, tag, class name, ID. What is the best AI approach to do this? Can I train llama with 30-50 example source codes what it needs to find? Both 3.5 and 4 ChatGPT do thi... | 2023-10-12T22:16:46 | https://www.reddit.com/r/LocalLLaMA/comments/176j7kf/price_finding_in_certain_source_code/ | _Psycore | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176j7kf | false | null | t3_176j7kf | /r/LocalLLaMA/comments/176j7kf/price_finding_in_certain_source_code/ | false | false | self | 2 | null |
Emerging Legal Challenges for Open Source in the Age of AI | 4 | 2023-10-12T22:15:38 | https://www.heavybit.com/library/article/legal-licensing-open-source-generative-ai-challenges | tylerjdunn | heavybit.com | 1970-01-01T00:00:00 | 0 | {} | 176j6n4 | false | null | t3_176j6n4 | /r/LocalLLaMA/comments/176j6n4/emerging_legal_challenges_for_open_source_in_the/ | false | false | 4 | {'enabled': False, 'images': [{'id': 'jwG9PHq5jX0zdDxkjCsY_SYjkNSCKH21no6KsVTAh7U', 'resolutions': [{'height': 40, 'url': 'https://external-preview.redd.it/sbS52LILhM83PiW6uu-BHw-J5dmdP7xxTpaazUu87sc.jpg?width=108&crop=smart&auto=webp&s=bed4f773aa038202ea2dce19bf2107edf3c4d6a1', 'width': 108}, {'height': 81, 'url': 'ht... | ||
Can we combine the mistral 7b model and our trained lora in colab ? | 2 | Hi, I was just testing fine tuning mistral using colab and it works. But I cant merge the model with the lora using colab - always out of memory error
​
It seems mistral 7b needs more than 16gb VRAM ?
​
Thanks | 2023-10-12T21:36:33 | https://www.reddit.com/r/LocalLLaMA/comments/176i89n/can_we_combine_the_mistral_7b_model_and_our/ | x4080 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176i89n | false | null | t3_176i89n | /r/LocalLLaMA/comments/176i89n/can_we_combine_the_mistral_7b_model_and_our/ | false | false | self | 2 | null |
Introducing Chemical/LLM, the ultimate in LocalLLaMA for discovery, development, and pleasure. Also its self-aware. | 2 | 2023-10-12T20:58:33 | https://v.redd.it/glt5m9ry3utb1 | LipstickAI | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 176h9zr | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/glt5m9ry3utb1/DASHPlaylist.mpd?a=1699736327%2CMjc2YmZlNjE0YjRkZDc5MzQ4ZmY5OTZiMTkwYjQ3NGQxYzIyYjc4MmIzOWE2MDE2NjQxYTljYTdmM2VjNjNmOA%3D%3D&v=1&f=sd', 'duration': 23, 'fallback_url': 'https://v.redd.it/glt5m9ry3utb1/DASH_1080.mp4?source=fallback', 'h... | t3_176h9zr | /r/LocalLLaMA/comments/176h9zr/introducing_chemicalllm_the_ultimate_in/ | false | false | 2 | {'enabled': False, 'images': [{'id': 'fryRoRSY8uDyr76_KhvVsQeuixtnoGkJFpU8DB8NZXw', 'resolutions': [{'height': 62, 'url': 'https://external-preview.redd.it/1okEb7h6jGFROlV2PIFrdssA8FXU6eVq9BsJKq_d_iI.png?width=108&crop=smart&format=pjpg&auto=webp&s=18ef0a00b795782109172b02682adc3118f9903d', 'width': 108}, {'height': 12... | ||
Did anyone mess around with LOMO(LOw-Memory Optimization)? Full-Tuning 7B on single 3090 etc | 32 | Don't see it basically mentioned anywhere, found kinda by accident while googling something.
Been messing around with it for last 2 days, trying to train
LLaMA2 7B with my datasets on a single 3090. Discarded lots of checkpoints first trying to figure out the params for my usecase. From what me learned, the usual l... | 2023-10-12T20:55:51 | https://www.reddit.com/r/LocalLLaMA/comments/176h7qb/did_anyone_mess_around_with_lomolowmemory/ | donditos | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176h7qb | false | null | t3_176h7qb | /r/LocalLLaMA/comments/176h7qb/did_anyone_mess_around_with_lomolowmemory/ | false | false | self | 32 | {'enabled': False, 'images': [{'id': 'qnkAQp7oKsl5NwWXOqY_BRt6pocMwgThDIBVqSHm6h0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/gVjSdE_yOutibApacgivDn51koRiX7oq_j6jTL-lybc.jpg?width=108&crop=smart&auto=webp&s=1894f04f8b11f75c90742fbba2d689ae656438ef', 'width': 108}, {'height': 108, 'url': 'h... |
Mistral models would be really great, but all loop after approx. 1000 tokens | 1 | As in the title.
It's just really sad, but all models I tried start looping after approx. 1000 tokens.
Some of them would be fantastic for story telling, maybe better than most alternatives, but all suffer from the same problem. Maybe if will fill up the prompt with 1500 tokens or something like this?
Models tried: s... | 2023-10-12T20:20:05 | https://www.reddit.com/r/LocalLLaMA/comments/176gdzp/mistral_models_would_be_really_great_but_all_loop/ | UserMinusOne | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176gdzp | false | null | t3_176gdzp | /r/LocalLLaMA/comments/176gdzp/mistral_models_would_be_really_great_but_all_loop/ | false | false | self | 1 | null |
SWE-bench: Can Language Models Resolve Real-world GitHub issues? | 57 | We have a new benchmark out called [SWE-bench (arxiv)](https://arxiv.org/abs/2310.06770)
It challenges LMs to solve real GitHub issues (feature requests & bug reports) from popular Python repos.
Answers are validated using unit tests we crawled from those repos.
The benchmark at [swebench.com/](https://www.swebench.... | 2023-10-12T19:56:36 | https://www.reddit.com/r/LocalLLaMA/comments/176fuod/swebench_can_language_models_resolve_realworld/ | ofirpress | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176fuod | false | null | t3_176fuod | /r/LocalLLaMA/comments/176fuod/swebench_can_language_models_resolve_realworld/ | false | false | self | 57 | {'enabled': False, 'images': [{'id': 'q3evP6JeDpAC2MdSQHWYxnCYTqbJkElIQsLFqVSdkss', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/izh8gZHY4FqZ1nwtU1N_TjtohUCNuvTyMn90toXda80.jpg?width=108&crop=smart&auto=webp&s=bc9575b410002edc2df3c5b5b0355fefedc7baa8', 'width': 108}, {'height': 126, 'url': 'h... |
State of Open Source AI 2023 | 2 | Every day there are new projects and achievements in the world of AI. As a data scientist/developer/tech enthusiast with a 9 to 5 job, it isn’t easy to keep track of all the innovations.
We just released an open-source book to cover all the latest innovations in the last year.
Check it out here: [https://book.prema... | 2023-10-12T19:44:43 | https://www.reddit.com/r/LocalLLaMA/comments/176fl9x/state_of_open_source_ai_2023/ | HorrorNo8851 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176fl9x | false | null | t3_176fl9x | /r/LocalLLaMA/comments/176fl9x/state_of_open_source_ai_2023/ | false | false | self | 2 | null |
2x 4060 Ti 16gb - a decent 32gb rig? | 33 | It's looking like 2x 4060 Ti 16gb is roughly the cheapest way to get 32gb of modern Nvidia silicon. For a bit less than ~$1k, it seems like a decent enough bargain, if it's for a dedicated LLM host and not for gaming.
Has anyone crunched the numbers on this configuration? I'd love it if someone could share details bef... | 2023-10-12T19:43:29 | https://www.reddit.com/r/LocalLLaMA/comments/176fkba/2x_4060_ti_16gb_a_decent_32gb_rig/ | its_just_andy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176fkba | false | null | t3_176fkba | /r/LocalLLaMA/comments/176fkba/2x_4060_ti_16gb_a_decent_32gb_rig/ | false | false | self | 33 | null |
Engaging topics for conversations in a small local workshop | 2 | I am leading a small workshop in my small town's tech conference. Perhaps there will be like 20 people. I am planning to bring 5-10 thought provoking topics around LLMs so that they can discuss about them a bit. I am also just a software engineer, so my knowledge is very limited. Can you suggest me if these are good, o... | 2023-10-12T18:40:32 | https://www.reddit.com/r/LocalLLaMA/comments/176e5gp/engaging_topics_for_conversations_in_a_small/ | besabestin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176e5gp | false | null | t3_176e5gp | /r/LocalLLaMA/comments/176e5gp/engaging_topics_for_conversations_in_a_small/ | false | false | self | 2 | null |
Sheared LLaMA 1.3B / 2.7B: Accelerating Language Model Pretraining with Structured Pruning | 37 | 2023-10-12T18:28:09 | https://xiamengzhou.github.io/sheared-llama/ | FairSum | xiamengzhou.github.io | 1970-01-01T00:00:00 | 0 | {} | 176dv7t | false | null | t3_176dv7t | /r/LocalLLaMA/comments/176dv7t/sheared_llama_13b_27b_accelerating_language_model/ | false | false | default | 37 | null | |
What are you building with local LLMs? | 152 | I'm curious what kind of projects folks are hacking on. Are you primarily building for yourself or are you productizing it for others? | 2023-10-12T18:15:26 | https://www.reddit.com/r/LocalLLaMA/comments/176dkg3/what_are_you_building_with_local_llms/ | FeistyPatient3766 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176dkg3 | false | null | t3_176dkg3 | /r/LocalLLaMA/comments/176dkg3/what_are_you_building_with_local_llms/ | false | false | self | 152 | null |
LLAMA 2 fine tune on tensorflow | 6 | Has anyone used llama 2 on tensorflow? I want to build a basic pipeline which fine tune llama2 model. Any pointers to blogposts or code repository will be highly appreciated.
Thank you | 2023-10-12T17:53:55 | https://www.reddit.com/r/LocalLLaMA/comments/176d262/llama_2_fine_tune_on_tensorflow/ | qwerty130892 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176d262 | false | null | t3_176d262 | /r/LocalLLaMA/comments/176d262/llama_2_fine_tune_on_tensorflow/ | false | false | self | 6 | null |
LLM with Built In Vector Search and Database | 0 | If you are not fine tuning LLM then you are forced to use embedding to send your business data along with the prompt.
Someone has to build a LLM that can connect to external vector database or have built-in vector database.
This will reduce the size of the prompt | 2023-10-12T16:44:41 | https://www.reddit.com/r/LocalLLaMA/comments/176bgcd/llm_with_built_in_vector_search_and_database/ | sachingkk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176bgcd | false | null | t3_176bgcd | /r/LocalLLaMA/comments/176bgcd/llm_with_built_in_vector_search_and_database/ | false | false | self | 0 | null |
Is there a model that doesn't make too much stuff up when doing a document based retrieval QA? | 5 | I tried using Vicuna, LLAMA, Falcon also. No matter how much I tweak the prompt to emphasize "only answer based on the provided context!", I can't stop them. Models just make stuff up.
For example, if in a specification document for an app, nothing is said about how user passwords should be stored, and I ask "What doe... | 2023-10-12T16:11:39 | https://www.reddit.com/r/LocalLLaMA/comments/176aoc5/is_there_a_model_that_doesnt_make_too_much_stuff/ | bolaft | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176aoc5 | false | null | t3_176aoc5 | /r/LocalLLaMA/comments/176aoc5/is_there_a_model_that_doesnt_make_too_much_stuff/ | false | false | self | 5 | null |
llama2 13b hallucination on a retrival based bot | 6 | looking for some suggestions on how to manage llama2 hallucination. I have a retrieval based bot where the model gets the data from vectors which contains data from multiple pdf. Now the challenge is if vector contains two set of totally different data for example one talks about container orchestration and another abo... | 2023-10-12T15:43:26 | https://www.reddit.com/r/LocalLLaMA/comments/176a0gv/llama2_13b_hallucination_on_a_retrival_based_bot/ | Optimal_Original_815 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 176a0gv | false | null | t3_176a0gv | /r/LocalLLaMA/comments/176a0gv/llama2_13b_hallucination_on_a_retrival_based_bot/ | false | false | self | 6 | null |
Current best options for local LLM hosting? | 64 | Per the title, I’m looking to host a small finetuned LLM on my local hardware. I would like to make it accessible via API to other applications both in and outside of my LAN, preferably with some sort of authentication mechanism or IP whitelisting. I do not expect to ever have more than 100 users, so I’m not super conc... | 2023-10-12T14:02:14 | https://www.reddit.com/r/LocalLLaMA/comments/1767pyg/current_best_options_for_local_llm_hosting/ | PataFunction | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1767pyg | false | null | t3_1767pyg | /r/LocalLLaMA/comments/1767pyg/current_best_options_for_local_llm_hosting/ | false | false | self | 64 | null |
Can I run llama-7b on GTX1650 (4GB)? | 1 | Can I run llama-7b on my PC:
GTX1650 (4 GB)
i5-10400F
16 GB Ram
Sorry for my noob question, I'm beginner in Neural networks 😧 | 2023-10-12T13:51:20 | https://www.reddit.com/r/LocalLLaMA/comments/1767ho2/can_i_run_llama7b_on_gtx1650_4gb/ | Altime_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1767ho2 | false | null | t3_1767ho2 | /r/LocalLLaMA/comments/1767ho2/can_i_run_llama7b_on_gtx1650_4gb/ | false | false | self | 1 | null |
"Pattern matching" model in big data sets | 2 | Hey,
I am looking for a suitable model that can compare two big sets of data, maybe in xml format, to search and find pattern or possible "same data columns", but with different column name.
Eg the first database has the timestamps in a "Time" column and the second database has the essentially same timestamps but in ... | 2023-10-12T13:30:35 | https://www.reddit.com/r/LocalLLaMA/comments/17671o9/pattern_matching_model_in_big_data_sets/ | Baconspl1t | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 17671o9 | false | null | t3_17671o9 | /r/LocalLLaMA/comments/17671o9/pattern_matching_model_in_big_data_sets/ | false | false | self | 2 | null |
Audio summarization | 1 | Hi, I need help with a project, of course, I'm willing to pay for it. I want to create a program where I upload an audio.mp3 file and then receive the result of a previously specified prompt. I'm thinking of doing it this way:
WHISPER > Dividing it into smaller parts > Llma2.
I have an A100 80GB at my disposal. Is... | 2023-10-12T13:24:35 | https://www.reddit.com/r/LocalLLaMA/comments/1766xbe/audio_summarization/ | Ettaross | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1766xbe | false | null | t3_1766xbe | /r/LocalLLaMA/comments/1766xbe/audio_summarization/ | false | false | self | 1 | null |
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