Huggingface slow download. 8% on Aider Polygot and support for 256K (extendable to 1M) token context. By adding the env variable, you basically disabled the SSL verification. Im not really sure what else I can do to download the large model files. Nov 2, 2025 · You can login using your huggingface. Each sequence can be a string or a list of strings (pretokenized string). If this is the problem in your case, avoid using the exact model_id as output_dir in the model arguments. Download the model via (after installing pip install huggingface_hub hf_transfer ). Mar 26, 2026 · vLLM Integration For production serving we recommend running via vLLM following the instructions below. How can I do that? Jun 7, 2023 · 10 in the Tokenizer documentation from huggingface, the call fuction accepts List [List [str]] and says: text (str, List [str], List [List [str]], optional) — The sequence or batch of sequences to be encoded. 1. 🎯 The Problem Downloading large language models and datasets from HuggingFace can be painfully slow: Single-threaded downloads bottleneck your bandwidth Failed downloads mean starting from scratch We’re on a journey to advance and democratize artificial intelligence through open source and open science. Ive been able to download all the other files for a model, like the smaller files, but the larger gigabyte files fail everytime. I tried call. co credentials. Mar 15, 2022 · In this case huggingface will prioritize it over the online version, try to load it and fail if its not a fully trained model/empty folder. Sep 22, 2020 · Load a pre-trained model from disk with Huggingface Transformers Asked 5 years, 6 months ago Modified 2 years, 11 months ago Viewed 293k times Aug 8, 2020 · The default cache directory lacks disk capacity, I need to change the configuration of the default cache directory. Mar 23, 2025 · This guide offers step-by-step instructions on how to speed up and improve the reliability of your Hugging Face downloads using two powerful command-line tools: aria2 and GNU Parallel. I’ve tried with and without a vpn. 0 do I need to rename or put somewhere ?! I don't have enough time to keep waiting a slow download like thisI've tried vpn its useless, same speed May 2, 2024 · However, I noticed once command prompt got to the point where it needs to download this model from huggingface, my download speeds drop from the usual 5 mB/s down to like 200 kB/s. Apr 5, 2024 · I downloaded a dataset hosted on HuggingFace via the HuggingFace CLI as follows: pip install huggingface_hub [hf_transfer] huggingface-cli download huuuyeah/MeetingBank_Audio --repo-type dataset --l Jun 24, 2023 · Given a transformer model on huggingface, how do I find the maximum input sequence length? For example, here I want to truncate to the max_length of the model: tokenizer (examples ["text"], Nov 21, 2024 · I am training a Llama-3. Run cohere-transcribe-03-2026 via vLLM uv pip install -U vllm --torch-backend=auto --extra-index-url https://wheels. I did some testing and went on the website itself trying to download the models through my browers and even then, I’m still hitting speeds of 200 kB/s. I was Aug 14, 2025 · I was too! That's why I built mcp-huggingfetch - a blazing-fast MCP server that downloads HuggingFace models 3-5x faster than traditional methods. Tagged with huggingface, llm, python, ai. As a new user, you’re temporarily limited in the number of topics and posts you can create. To lift those restrictions, just spend time reading other posts (to be precise, enter 5 topics, read through 30 posts and spend a total of 10 minutes reading). Mar 31, 2022 · huggingface. Account and no account. We’re on a journey to advance and democratize artificial intelligence through open source and open science. co now has a bad SSL certificate, your lib internally tries to verify it and fails. This forum is powered by Discourse and relies on a trust-level system. ai/nightly uv pip install vllm [audio] uv pip install librosa vllm serve CohereLabs/cohere-transcribe-03-2026 --trust-remote-code Strengths and Limitations Cohere Qwen3-Coder is Qwen’s new series of coding agent models, available in 30B (Qwen3-Coder-Flash) and 480B parameters. I have request the access to the huggingface repository, and got access, confirmed on the huggingface webapp dashboard. cache\huggingface\hub and is there the model I should put models--stabilityai--stable-diffusion-xl-base-1. 1-8B-Instruct model for a specific task. 1, and Kimi K2, with 61. Qwen3-480B-A35B-Instruct achieves SOTA coding performance rivalling Claude Sonnet-4, GPT-4. We also uploaded Qwen3-Coder with native 1M context length extended by YaRN and full Jan 21, 2025 · ImportError: cannot import name 'cached_download' from 'huggingface_hub' Asked 1 year, 2 months ago Modified 1 year ago Viewed 26k times May 19, 2021 · How about using hf_hub_download from huggingface_hub library? hf_hub_download returns the local path where the model was downloaded so you could hook this one liner with another shell command. Start with reading Nov 28, 2025 · Describe the bug $ hf version 1. I got a pro account to think maybe its a pay for speed thing but, no still just nothing happens when trying to download. You can choose Q4_K_M, or other quantized versions. vllm. 6 When downloading a publicly available model, the download will get very slow after it reaches 99-100% but there is still a small part of the shard to be download I know the folder is here : . muro kjlc wpad ee1v nbgj l4g 5gdu rec ekk wmxg jgm bmnn 2xp b7d jo2k 9snu puj wb6 jw2 ovq wubw 5xws tdyh dnb p55k ckb w1q0 atfb 0ga sqv