Text Classification
Transformers
Safetensors
English
qwen3_5_text
text-generation
decision-model
typed-decisions
one-pass
option-probabilities
Instructions to use thegovind/blink-4b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use thegovind/blink-4b with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="thegovind/blink-4b")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("thegovind/blink-4b") model = AutoModelForCausalLM.from_pretrained("thegovind/blink-4b", device_map="auto") - Notebooks
- Google Colab
- Kaggle
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Download LICENSE.md from thegovind/blink-4b: direct link, hf CLI and curl.
- Browser
- Download file 1.31 kB
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https://huggingface.co/thegovind/blink-4b/resolve/400f1f6adfbbf2bcfcf081594e9a9cdf10e7c4ce/LICENSE.md
- Command line
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hf download hf://thegovind/blink-4b@400f1f6adfbbf2bcfcf081594e9a9cdf10e7c4ce/LICENSE.md
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curl -L -o LICENSE.md https://huggingface.co/thegovind/blink-4b/resolve/400f1f6adfbbf2bcfcf081594e9a9cdf10e7c4ce/LICENSE.md
1.31 kB
| blink model weights: non-commercial research licence | |
| These weights are a modification of Qwen/Qwen3.5-4B (Apache License 2.0, Copyright 2026 Alibaba Cloud; the full licence text is in LICENSE-Qwen). | |
| The modification (fine-tuning with LoRA adapters merged into the weights, and a uniform average of three such fine-tuned checkpoints) was made by thegovind. | |
| The fine-tuning data included third-party datasets released under different terms, among them | |
| non-commercial (CC BY-NC 3.0 / 4.0) and share-alike (CC BY-SA 3.0 / 4.0) licences, and sources that | |
| state no licence (listed in README.md). Whether and how those terms apply to trained weights is unsettled. | |
| The author of the modification permits you to use, copy and run it for non-commercial research and | |
| evaluation only, provided this notice and LICENSE-Qwen are kept with every copy. No licence for commercial | |
| use is granted, and nothing here grants rights in any third-party data. You remain responsible for | |
| complying with the Apache License 2.0 for the Qwen base weights and with the terms of the upstream datasets. | |
| THE WEIGHTS ARE PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND. | |
| This is a personal research release. It is not an official product of any company, and it is not | |
| affiliated with TypeSafe AI, Xiaomi, Alibaba Cloud or the Qwen team. | |