◉ COOLJAPAN

Posts tagged #transformers

4 posts

Jun 25, 2026 · 8 min

TrustformeRS 0.1.3 Released — Model Interpretability, Zero-Copy Tensors, and Verified Memory Safety

TrustformeRS 0.1.3 patch — real SHAP/LIME/Integrated-Gradients interpretability, ZeroCopyTensorView + GlobalMemoryPool + GlobalProfiler, Miri-verified memory-pool fixes, real SHA-256 on the HuggingFace upload path, and real OOXML .xlsx export via oxiarc-archive.

releasetrustformersrust
Jun 21, 2026 · 8 min

TrustformeRS 0.1.2 Released — Production Serving, Kernel Fusion, and Honest Capabilities

TrustformeRS 0.1.2 patch — full Kubernetes/ACI/OpenShift deploy manifests, EnhancedProfiler exports (Flamegraph/OTLP/Jaeger), scaled-dot-product attention kernel fusion, NMS + token-classification pipelines, Q2_K/Q3_K GGUF quant; the stub-only TPU backend is removed for honesty.

releasetrustformersrust
Apr 27, 2026 · 6 min

TrustformeRS 0.1.1 Released — 49+ Transformer Architectures, Pure Rust ONNX, No Python

TrustformeRS 0.1.1 patch — 22 new transformer architectures (49+ total: Falcon2, Gemma2, Mamba2, Qwen2.5, Phi4, Whisper, StarCoder2, xLSTM, and more). ONNX Runtime replaced by Pure Rust oxionnx, tar replaced by oxiarc-archive, Kafka feature-gated. Load any architecture through one AutoModel call — no Python, no PyTorch, no C++ ONNX runtime.

releasetrustformersrust
Mar 21, 2026 · 6 min

TrustformeRS 0.1.0 Released — Pure Rust Hugging Face Transformers, No Python, No PyTorch

Pure Rust Hugging Face Transformers — the first stable release. 27+ transformer architectures, 17x CPU BLAS acceleration, GGUF/AWQ/GPTQ quantization, and WASM + server + mobile deployment. No Python, no PyTorch.

releasetrustformersrust