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Pull requests list

fix(fireworks): port builtin-loss integration to fireworks-ai 1.2.1
#769 opened Jul 21, 2026 by jeffreysijuntan Contributor • Draft
fix(tinker): use the unified renderer for tool calls, not ChatTemplateParser
#768 opened Jul 21, 2026 by jeffreysijuntan Contributor • Draft
docs(gateway): RFC — linear (DAG) token storage for traces
#767 opened Jul 21, 2026 by jeffreysijuntan Contributor • Draft
fix(gateway): emit structured tool_calls for OpenAI clients (opencode) in RL rollouts
#765 opened Jul 20, 2026 by jeffreysijuntan Contributor Loading…
fix(swebench_verified): route catalog entry to harbor:swebench-verified
#764 opened Jul 20, 2026 by jeffreysijuntan Contributor • Draft
feat(cookbooks/swe-rl): select agent harness via rllm.agent.name config
#763 opened Jul 20, 2026 by jeffreysijuntan Contributor • Draft
feat(harness): add native ReAct agent
#762 opened Jul 20, 2026 by signalrush Collaborator Loading…
feat(trainer): add token-aware length-weighted advantages
#757 opened Jul 15, 2026 by signalrush Collaborator Loading…
6 of 9 tasks
3
feat(swe-rl): Scale-SWE dataset + mini-swe-agent trace fix
#750 opened Jul 13, 2026 by jeffreysijuntan Contributor • Draft
feat(algorithm): add PKPO pass@k advantage estimator (arXiv:2505.15201)
#743 opened Jul 11, 2026 by jeffreysijuntan Contributor Loading…
terminal-rl: Terminal-Bench/SWE-RL cookbooks, custom losses, gateway & sandbox reliability (WIP)
#740 opened Jul 10, 2026 by jeffreysijuntan Contributor • Draft
perf(async): eval-priority rollout scheduling on the shared pool
#737 opened Jul 8, 2026 by jeffreysijuntan Contributor • Draft
docs: add TakoAPI directory badge
#735 opened Jul 8, 2026 by oratis Loading…
terminal-rl: tb-v2 task builders, train-batch dump tooling, cookbook pin
#732 opened Jul 7, 2026 by signalrush Collaborator • Draft
feat(gateway): add use_sglang mode in model gateway that translates upstream agent's /chat/completions requests to sglang server or sgl-router endpoint's /generate requests, required for RL training with sglang (e.g. slime)
#715 opened Jun 30, 2026 by lyzustc Contributor Loading…
Kyle/tmax
#711 opened Jun 29, 2026 by kylemontgomery1 Collaborator Loading…
14 tasks
feat(renderers): single source of truth for renderer config (gateway + both backends)
#706 opened Jun 26, 2026 by jeffreysijuntan Contributor Loading…
feat(eval): add GAIA benchmark for native rllm eval
#703 opened Jun 26, 2026 by Zayed024 Contributor Loading…
4 of 5 tasks
3
feat(fireworks): fold ECHO env loss into the client loss path (single pass)
#688 opened Jun 24, 2026 by jeffreysijuntan Contributor • Draft
Support Fireworks on SWE-RL
#664 opened Jun 17, 2026 by 1stprinciple Collaborator • Draft
fix(data): serialize extra_info as JSON string in verl postprocessing
#603 opened May 31, 2026 by bingshao333 Loading…
1
3
[wip] refactor render and parse
#594 opened May 22, 2026 by kylemontgomery1 Collaborator • Draft
14 tasks
feat(parser): renderers-based parser backend with selectable parser_backend
#591 opened May 21, 2026 by listar2000 Collaborator • Draft
1 of 3 tasks
1
refactor(unified_trainer): extract step merging into a shared backend-agnostic module
#576 opened May 10, 2026 by listar2000 Collaborator Loading…
2 tasks done
2
feat(verl): patch zmq IPC id to depend on job id (volcengine/verl#6246)
#569 opened May 7, 2026 by listar2000 Collaborator • Draft
4 of 5 tasks
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