Zer0Fit v1.2.4 — Updated Agent Guidance

Changes since v1.2.3

• Updates AGENTS.md and CLAUDE.md to describe the TimesFM 3.0 integration.
• Replaces obsolete TimesFM 2.5, CUDA 12.4, ForecastConfig, and 1,024-token guidance with the current TimesFM 3.0, CUDA 12.6/cu124, evaluator-managed decode, and 15,360-point context guidance.
• Aligns runtime version metadata and release verification documentation to v1.2.4.

Verification

• Full pytest suite: 4 passed.
• Python compilation, shell syntax, dependency check, Compose rendering, and git diff --check: passed.
• Explicit linux/amd64 and linux/arm64 Docker builds: passed.
• Exact v1.2.4 containers on both architectures: health/version 1.2.4, model imports, and cache writes passed.
• TimesFM 3.0.1 pinned-checkpoint smoke test remains passing with forecast shape (3,) and quantile shape (3, 9).

The model and TabFM status are unchanged from v1.2.3: TimesFM uses the pinned revision 43046b85ec22d584a13f8098c2ed39c889e129c2; TabFM remains at verified upstream commit fbb665569425fd2f490c6576b3af967876fe11ff with v1.0.0 pretrained weights.