Instructions to use hkust-aaron/EdgeRock-4B-LiteRT-LM-INT4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LiteRT-LM
How to use hkust-aaron/EdgeRock-4B-LiteRT-LM-INT4 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=hkust-aaron/EdgeRock-4B-LiteRT-LM-INT4 \ --prompt="Write me a poem"
- Notebooks
- Google Colab
- Kaggle
Commit History
6 days ago
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Stage GPU completion benchmark probe
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Stage real EdgeRock MLP INT4 block32 and block128 timing canary
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Stage exact external-buffer copy transport for RMS candidate
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Stage audited RMS fused FP16 candidate and thinking template
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Stage synthetic RMSNorm fused GPU timing diagnostic
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Stage audited FP16 stable numerics model byte patch
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Stage first-logit and state-buffer metadata diagnostic v2 delta and receipts
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Stage synthetic long-position FP16 diagnostic
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Stage synthetic FP16 sampler bootstrap diagnostic
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Stage synthetic FP16 math and sampler native diagnostics
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Publish EdgeRock Gallery51 verified runtime hint update and scoped phone evidence
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Stage synthetic EdgeRock fused GDN native GPU canary
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Stage synthetic EdgeRock GDN Gather GPU canary
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7 days ago
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Publish GPU prefill16 model and Gallery with device validation receipts
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Stage audited prefill16 candidate delta and receipts
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Stage constant-sharing SignatureProbe candidate (not device-tested)
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Stage candidate native prefill16 CLI; not phone-tested
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Record Gallery native runtime and APK checksums
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Stage EdgeRock Gallery native block-boundary GPU runtime
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Stage GPU probes with explicit float capping
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Stage GPU probes with explicit float capping
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Stage tiny Native GPU split versus complete routing parity models
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Stage isolated Android native block-boundary schedule CLI
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Stage tiny GPU all-full alias and fresh-buffer controls
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Stage tiny FP32 Gather embedding fix after exact CPU parity
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Stage INT4 GPU two-subgraph boundary-scheduled candidate
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Stage sentinel-corrected two-subgraph commit routing canary
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Stage isolated retained GPU state probe
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Stage isolated retained GPU state probe
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Stage two-subgraph commit routing canary after exact CPU parity
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Stage isolated finite-workspace bitonic selection canary
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Stage INT4 GPU empty-record selection correction
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Stage isolated RMA selection performance canaries
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Stage isolated RMA selection performance canaries
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Stage isolated RMA selection performance canaries
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Stage isolated phone GPU performance diagnostic
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8 days ago
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Fix Gallery model entry selection and initialization error handling
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Stage INT4 GPU candidate with clean session initialization
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Stage GPU compatibility candidate for phone validation
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Stage GPU compatibility candidate for phone validation
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Record Android GPU probe bundle SHA256 and size
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Stage Android INT4 GPU probes and numerical canaries
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Record Android GPU probe bundle SHA256 and size
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Stage Android INT4 GPU probes and numerical canaries
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Record Android GPU probe bundle SHA256 and size
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Stage Android INT4 GPU probes and numerical canaries
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Record Android GPU probe bundle SHA256 and size
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Stage Android INT4 GPU probes and numerical canaries
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Record Android GPU probe bundle SHA256 and size
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Stage Android INT4 GPU probes and numerical canaries
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