https://pypi.org/project/ssmforge/ Recent updates to the Python Package Index for ssmforge en https://pypi.org/project/ssmforge/0.2.4/ Standalone HF architecture analyzer (`ssmforge arch`). Inspects any HuggingFace model and reports architectural quirks — attention biases, fused QKV/gate-up, tied embeddings, GQA, MQA, MoE, sliding window, LayerScale, soft-capping, partial RoPE, MLP type, norm type. Outputs structured JSON + human-readable summary. Wed, 23 Sep 2026 20:56:36 GMT https://pypi.org/project/ssmforge/0.2.3/ Standalone HF architecture analyzer (`ssmforge arch`). Inspects any HuggingFace model and reports architectural quirks — attention biases, fused QKV/gate-up, tied embeddings, GQA, MQA, MoE, sliding window, LayerScale, soft-capping, partial RoPE, MLP type, norm type. Outputs structured JSON + human-readable summary. Wed, 23 Sep 2026 19:29:26 GMT https://pypi.org/project/ssmforge/0.2.2/ Standalone HF architecture analyzer (`ssmforge arch`). Inspects any HuggingFace model and reports architectural quirks — attention biases, fused QKV/gate-up, tied embeddings, GQA, MQA, MoE, sliding window, LayerScale, soft-capping, partial RoPE, MLP type, norm type. Outputs structured JSON + human-readable summary. Wed, 23 Sep 2026 19:16:35 GMT https://pypi.org/project/ssmforge/0.2.1/ Standalone HF architecture analyzer (`ssmforge arch`). Inspects any HuggingFace model and reports architectural quirks — attention biases, fused QKV/gate-up, tied embeddings, GQA, MQA, MoE, sliding window, LayerScale, soft-capping, partial RoPE, MLP type, norm type. Outputs structured JSON + human-readable summary. Wed, 23 Sep 2026 19:02:17 GMT https://pypi.org/project/ssmforge/0.2.0/ Standalone HF architecture analyzer (`ssmforge arch`). Inspects any HuggingFace model and reports architectural quirks — attention biases, fused QKV/gate-up, tied embeddings, GQA, MQA, MoE, sliding window, LayerScale, soft-capping, partial RoPE, MLP type, norm type. Outputs structured JSON + human-readable summary. Wed, 23 Sep 2026 18:12:51 GMT https://pypi.org/project/ssmforge/0.1.9/ Standalone HF architecture analyzer (`ssmforge arch`). Inspects any HuggingFace model and reports architectural quirks — attention biases, fused QKV/gate-up, tied embeddings, GQA, MQA, MoE, sliding window, LayerScale, soft-capping, partial RoPE, MLP type, norm type. Outputs structured JSON + human-readable summary. Wed, 23 Sep 2026 00:36:03 GMT https://pypi.org/project/ssmforge/0.1.8/ Standalone HF architecture analyzer (`ssmforge arch`). Inspects any HuggingFace model and reports architectural quirks — attention biases, fused QKV/gate-up, tied embeddings, GQA, MQA, MoE, sliding window, LayerScale, soft-capping, partial RoPE, MLP type, norm type. Outputs structured JSON + human-readable summary. Tue, 22 Sep 2026 23:45:13 GMT https://pypi.org/project/ssmforge/0.1.7/ Standalone HF architecture analyzer (`ssmforge arch`). Inspects any HuggingFace model and reports architectural quirks — attention biases, fused QKV/gate-up, tied embeddings, GQA, MQA, MoE, sliding window, LayerScale, soft-capping, partial RoPE, MLP type, norm type. Outputs structured JSON + human-readable summary. Tue, 22 Sep 2026 21:55:35 GMT https://pypi.org/project/ssmforge/0.1.6/ Standalone HF architecture analyzer (`ssmforge arch`). Inspects any HuggingFace model and reports architectural quirks — attention biases, fused QKV/gate-up, tied embeddings, GQA, MQA, MoE, sliding window, LayerScale, soft-capping, partial RoPE, MLP type, norm type. Outputs structured JSON + human-readable summary. Tue, 22 Sep 2026 21:32:59 GMT https://pypi.org/project/ssmforge/0.1.5/ Standalone HF architecture analyzer (`ssmforge arch`). Inspects any HuggingFace model and reports architectural quirks — attention biases, fused QKV/gate-up, tied embeddings, GQA, MQA, MoE, sliding window, LayerScale, soft-capping, partial RoPE, MLP type, norm type. Outputs structured JSON + human-readable summary. Tue, 22 Sep 2026 20:54:31 GMT https://pypi.org/project/ssmforge/0.1.4/ Standalone HF architecture analyzer (`ssmforge arch`). Inspects any HuggingFace model and reports architectural quirks — attention biases, fused QKV/gate-up, tied embeddings, GQA, MQA, MoE, sliding window, LayerScale, soft-capping, partial RoPE, MLP type, norm type. Outputs structured JSON + human-readable summary. Tue, 22 Sep 2026 19:15:00 GMT