Text Classification
Transformers
Safetensors
English
Chinese
qwen3_5
image-text-to-text
decision-model
system-one
decision-index
lora-merged
Instructions to use PelaAI/KnowLine-4B-Gen4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use PelaAI/KnowLine-4B-Gen4 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="PelaAI/KnowLine-4B-Gen4")# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("PelaAI/KnowLine-4B-Gen4") model = AutoModelForMultimodalLM.from_pretrained("PelaAI/KnowLine-4B-Gen4", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download SHA256SUMS from PelaAI/KnowLine-4B-Gen4: direct link, hf CLI and curl.
- Browser
- Download file 1.56 kB
-
https://huggingface.co/PelaAI/KnowLine-4B-Gen4/resolve/main/SHA256SUMS
- Command line
-
hf download hf://PelaAI/KnowLine-4B-Gen4/SHA256SUMS
-
curl -L -o SHA256SUMS https://huggingface.co/PelaAI/KnowLine-4B-Gen4/resolve/main/SHA256SUMS
1.56 kB
| a4aee8afcf2e0711942cf848899be66016f8d14a889ff9ede07bca099c28f715 chat_template.jinja | |
| ddc63e1c717afa86c865bb5e01313d89d72bb53b97ad4a8a03ba8510c0621670 config.json | |
| f888421726665e8a84b738eed42a64875aed79de8be7daade851ac8bf4c0cef9 configuration.json | |
| 27b81ec4540258c5167b4fcc28dc5b5efe01064228649c1f66fe35b5666220b0 INFERENCE.md | |
| efe27bd03edc05c1a4df627cdabd4da7d2c27558b2e941d9b8e0ea786ca2d56d knowline_engine.py | |
| c77f5ca9775534ae8b0d19052a40ef442bea75fd291f2cb7e9566fa4e7d24b3b knowline_server.py | |
| 50cbab8a892c5f2993b8c7351a99182507472def3b1374558308605d99b86b32 LICENSE | |
| a9d356d7bdf1ef4949e3e748e95b8e10ad9d4e2e838eddc38a0a7b6b94d1db8d merges.txt | |
| 8c92a3ddb7a3c498d0544f36b4270525518b3d90cd1898fee08b8124a17da328 model-00001-of-00002.safetensors | |
| 0611331b639fe25aa6094a261cd5b124f845fc46486d7b67026569d98035ed64 model-00002-of-00002.safetensors | |
| e5fc485d419f2c554169c1fc441f57a1a45a50673bdb4e41d3dd0261b21abe7c model-extra-from-base.safetensors | |
| 48b56300c2b19dcd9a43001c9098098e7eaf4c6bc9f5cdd108148611fdfdca56 model.safetensors.index.json | |
| 27225450ac9c6529872ee1924fcb0962ff5634834f817040f444118116f4e516 preprocessor_config.json | |
| e96d497fd1992730e2980f03e85fc19df871b0d9518d6e32277abd76c87ca5b9 serve_knowline.sh | |
| 5f9e4d4901a92b997e463c1f46055088b6cca5ca61a6522d1b9f64c4bb81cb42 tokenizer.json | |
| 316230d6a809701f4db5ea8f8fc862bc3a6f3229c937c174e674ff3ca0a64ac8 tokenizer_config.json | |
| 7768af27c1fafa9cc9011c1dc20067e03f8915e03b63504550e11d5066986d13 video_preprocessor_config.json | |
| ce99b4cb2983d118806ce0a8b777a35b093e2000a503ebde25853284c9dfa003 vocab.json | |