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AnkitAI
/
TinyJev-4B

Text Classification
Transformers
Safetensors
MLX
English
qwen3
feature-extraction
tinyjev
jev
decision-model
system-one
typed-decisions
text-embeddings-inference
Model card Files Files and versions
xet
Community

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
TinyJev-4B
8.06 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 4 commits
AnkitAI's picture
AnkitAI
TinyJev-4B: Qwen3-4B-Base + pointer head, fp16
29c6fb1 verified about 5 hours ago
  • .gitattributes
    1.57 kB
    TinyJev-4B: Qwen3-4B-Base + pointer head, fp16 about 5 hours ago
  • README.md
    7.99 kB
    update readme about 5 hours ago
  • chat_template.jinja
    4.12 kB
    TinyJev-4B: Qwen3-4B-Base + pointer head, fp16 about 5 hours ago
  • config.json
    787 Bytes
    TinyJev-4B: Qwen3-4B-Base + pointer head, fp16 about 5 hours ago
  • head.safetensors
    5.25 MB
    xet
    TinyJev-4B: Qwen3-4B-Base + pointer head, fp16 about 5 hours ago
  • model.safetensors
    8.04 GB
    xet
    TinyJev-4B: Qwen3-4B-Base + pointer head, fp16 about 5 hours ago
  • tinyjev.json
    825 Bytes
    TinyJev-4B: Qwen3-4B-Base + pointer head, fp16 about 5 hours ago
  • tokenizer.json
    11.4 MB
    xet
    TinyJev-4B: Qwen3-4B-Base + pointer head, fp16 about 5 hours ago
  • tokenizer_config.json
    842 Bytes
    TinyJev-4B: Qwen3-4B-Base + pointer head, fp16 about 5 hours ago