Text Classification
Transformers
Safetensors
English
Chinese
qwen3_5
image-text-to-text
decision-model
system-one
decision-index
lora-merged
model-soup
Instructions to use PelaAI/KnowLine-4B-Gen2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use PelaAI/KnowLine-4B-Gen2 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="PelaAI/KnowLine-4B-Gen2")# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("PelaAI/KnowLine-4B-Gen2") model = AutoModelForMultimodalLM.from_pretrained("PelaAI/KnowLine-4B-Gen2", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download SHA256SUMS from PelaAI/KnowLine-4B-Gen2: direct link, hf CLI and curl.
- Browser
- Download file 1.56 kB
-
https://huggingface.co/PelaAI/KnowLine-4B-Gen2/resolve/main/SHA256SUMS
- Command line
-
hf download hf://PelaAI/KnowLine-4B-Gen2/SHA256SUMS
-
curl -L -o SHA256SUMS https://huggingface.co/PelaAI/KnowLine-4B-Gen2/resolve/main/SHA256SUMS
1.56 kB
| a4aee8afcf2e0711942cf848899be66016f8d14a889ff9ede07bca099c28f715 chat_template.jinja | |
| ddc63e1c717afa86c865bb5e01313d89d72bb53b97ad4a8a03ba8510c0621670 config.json | |
| f888421726665e8a84b738eed42a64875aed79de8be7daade851ac8bf4c0cef9 configuration.json | |
| 1e803cd266194bf91786095de90389c14ca01e4730f5ca09b2110d3dc9395e79 INFERENCE.md | |
| 6e4e32cfb44747202aa39030f7ac6d0893d2ad5de3e2413c2b8f4788c275132d knowline_engine.py | |
| 8e082c7d8623585b3df660be5af014c48089dc838bdd0abca545d3be596733c2 knowline_server.py | |
| 50cbab8a892c5f2993b8c7351a99182507472def3b1374558308605d99b86b32 LICENSE | |
| a9d356d7bdf1ef4949e3e748e95b8e10ad9d4e2e838eddc38a0a7b6b94d1db8d merges.txt | |
| 7da60c46e46e9d4794ed436e4b20f5e762ca80e62ed612a9ba18353552ff45bb model-00001-of-00002.safetensors | |
| 7c21f32b11eea309e2a529d9a3a480f036ba8302accad11fc54fc523abbcbba8 model-00002-of-00002.safetensors | |
| e5fc485d419f2c554169c1fc441f57a1a45a50673bdb4e41d3dd0261b21abe7c model-extra-from-base.safetensors | |
| 48b56300c2b19dcd9a43001c9098098e7eaf4c6bc9f5cdd108148611fdfdca56 model.safetensors.index.json | |
| 27225450ac9c6529872ee1924fcb0962ff5634834f817040f444118116f4e516 preprocessor_config.json | |
| a83530f0754c1af4771e7fc17ea2ccdbc1702a68fa497770fa51e671dda1ef90 serve_knowline.sh | |
| 5f9e4d4901a92b997e463c1f46055088b6cca5ca61a6522d1b9f64c4bb81cb42 tokenizer.json | |
| 316230d6a809701f4db5ea8f8fc862bc3a6f3229c937c174e674ff3ca0a64ac8 tokenizer_config.json | |
| 7768af27c1fafa9cc9011c1dc20067e03f8915e03b63504550e11d5066986d13 video_preprocessor_config.json | |
| ce99b4cb2983d118806ce0a8b777a35b093e2000a503ebde25853284c9dfa003 vocab.json | |