Thaw

v0.6.0 Feature

This release adds 2 notable features for engineering teams evaluating rollout.

Published 1mo AI Agents & Assistants

✓ No known CVEs patched

✓ No known CVEs patched in this version

Topics

agents inference kv-cache llm reinforcement-learning sglang

+1 more

vllm

Summary

AI summary

Adds agentfs and rewind commands to Thaw for git‑shaped session management.

Type	Severity	Summary	CVE
Feature
Feature	Low	Adds rewind functionality with inspect, diff, pivot and capture_rollouts for RL rollouts in logprob space. Adds rewind functionality with inspect, diff, pivot and capture_rollouts for RL rollouts in logprob space. Source: llm_adapter@2026-06-08 Confidence: high	—
Feature	Low	Publishes thaw-vllm package to PyPI, providing the full CLI via pip install. Publishes thaw-vllm package to PyPI, providing the full CLI via pip install. Source: llm_adapter@2026-06-08 Confidence: high	—
Feature	Low	Adds agentfs with git-shaped verbs over a live session; inspect/diff/log run without GPU. Adds agentfs with git-shaped verbs over a live session; inspect/diff/log run without GPU. Source: llm_adapter@2026-06-08 Confidence: low	—
Feature	Low	Introduces agentfs CLI commands mimicking git verbs (checkpoint, branch, checkout, inspect, diff, log). Introduces agentfs CLI commands mimicking git verbs (checkpoint, branch, checkout, inspect, diff, log). Source: granite4.1:30b@2026-06-08-audit Confidence: low	—

Full changelog

Ships the laptop-side tooling to PyPI for the first time.

agentfs: thaw checkpoint / branch / checkout / inspect / diff / log — git-shaped verbs over a live session; inspect/diff/log run with no GPU.
rewind: thaw rewind inspect / diff / pivot + capture_rollouts — diff RL rollouts in logprob space, on a laptop. Validated on Qwen2.5-7B best-of-8.

pip install thaw-vllm now includes the full CLI.

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