Text Classification
Transformers
Safetensors
MLX
English
qwen3
feature-extraction
tinyjev
jev
decision-model
system-one
typed-decisions
text-embeddings-inference
Instructions to use AnkitAI/TinyJev-4B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use AnkitAI/TinyJev-4B with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="AnkitAI/TinyJev-4B")# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("AnkitAI/TinyJev-4B") model = AutoModel.from_pretrained("AnkitAI/TinyJev-4B", device_map="auto") - MLX
How to use AnkitAI/TinyJev-4B with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] huggingface-cli download --local-dir TinyJev-4B AnkitAI/TinyJev-4B
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Download tokenizer_config.json from AnkitAI/TinyJev-4B: direct link, hf CLI and curl.
- Browser
- Download file 842 Bytes
-
https://huggingface.co/AnkitAI/TinyJev-4B/resolve/main/tokenizer_config.json
- Command line
-
hf download hf://AnkitAI/TinyJev-4B/tokenizer_config.json
-
curl -L -o tokenizer_config.json https://huggingface.co/AnkitAI/TinyJev-4B/resolve/main/tokenizer_config.json
842 Bytes
| { | |
| "add_prefix_space": false, | |
| "backend": "tokenizers", | |
| "bos_token": null, | |
| "clean_up_tokenization_spaces": false, | |
| "eos_token": "<|endoftext|>", | |
| "errors": "replace", | |
| "extra_special_tokens": { | |
| "extra_0": "<|im_start|>", | |
| "extra_1": "<|im_end|>", | |
| "extra_2": "<|object_ref_start|>", | |
| "extra_3": "<|object_ref_end|>", | |
| "extra_4": "<|box_start|>", | |
| "extra_5": "<|box_end|>", | |
| "extra_6": "<|quad_start|>", | |
| "extra_7": "<|quad_end|>", | |
| "extra_8": "<|vision_start|>", | |
| "extra_9": "<|vision_end|>", | |
| "extra_10": "<|vision_pad|>", | |
| "extra_11": "<|image_pad|>", | |
| "extra_12": "<|video_pad|>" | |
| }, | |
| "is_local": false, | |
| "local_files_only": false, | |
| "model_max_length": 131072, | |
| "pad_token": "<|endoftext|>", | |
| "split_special_tokens": false, | |
| "tokenizer_class": "Qwen2Tokenizer", | |
| "unk_token": null | |
| } |