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litert-community
/
Qwen3-4B-Thinking-2507

Text Generation
LiteRT-LM
LiteRT
litertlm
on-device
edge
qwen3
reasoning
thinking
Model card Files Files and versions
xet
Community
1

Instructions to use litert-community/Qwen3-4B-Thinking-2507 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • LiteRT-LM

    How to use litert-community/Qwen3-4B-Thinking-2507 with LiteRT-LM:

    # LiteRT-LM runs on various platforms (Android, iOS, Windows, Linux, macOS, IoT, Web/WASM)
    # and supports many APIs (C++, Python, Kotlin, Swift, JavaScript, Flutter).
    # For platform-specific integration guides, please refer to the official developer website:
    # https://ai.google.dev/edge/litert-lm
    
    # To try LiteRT-LM, the easiest way is to use our CLI tool.
    # 1. Install the LiteRT-LM CLI tool:
    pip install -U litert-lm
    
    # 2. Download and run this model locally:
    # See: https://ai.google.dev/edge/litert-lm/cli
    # A single .litertlm file in the repo is picked automatically; otherwise the CLI asks which one to run
    # (or pass its name right after the repo id).
    litert-lm run \
      --from-huggingface-repo=litert-community/Qwen3-4B-Thinking-2507 \
      --prompt="Write me a poem"
  • LiteRT

    How to use litert-community/Qwen3-4B-Thinking-2507 with LiteRT:

    # No code snippets available yet for this library.
    
    # To use this model, check the repository files and the library's documentation.
    
    # Want to help? PRs adding snippets are welcome at:
    # https://github.com/huggingface/huggingface.js
  • Notebooks
  • Google Colab
  • Kaggle
Qwen3-4B-Thinking-2507
4.75 GB
Ctrl+K
Ctrl+K
  • 3 contributors
History: 30 commits
mlboydaisuke's picture
mlboydaisuke
Say that the CLI's Init counts engine creation twice (LiteRT-LM #4057)
db49b7f verified 3 days ago
  • .gitattributes
    1.62 kB
    Add dynamic_wi4b32_afp32 variant (#1) 3 months ago
  • Qwen3_4b_thinking_dynamic_wi4b32_afp32.litertlm
    2.27 GB
    xet
    Template re-ship: Qwen3_4b_thinking_dynamic_wi4b32_afp32.litertlm replaced by a copy whose chat template reads message content as a string and as a list of typed parts (litert-lm 0.18.0 failed at the template on the previous file); TFLite graph, weights, tokenizer and executor metadata byte-identical; manifest sha256 and template-section size updated; card note 15 days ago
  • README.md
    19.6 kB
    Say that the CLI's Init counts engine creation twice (LiteRT-LM #4057) 3 days ago
  • litertlm_manifest.json
    13.5 kB
    litertlm_manifest.json: known_issues carry the card note added on 2026-10-13 — thinking cannot be switched off on litert-lm 0.18.0 10 days ago
  • model.litertlm
    2.48 GB
    xet
    GPU graph re-ship: KV-cache update and attention rewritten into the runtime's GPU composite ops plus a 16-token prefill signature; weights, tokenizer and metadata byte-identical; CPU output bit-identical (card and manifest updated) 17 days ago