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Qwen3.6-27B NVFP4 DeepSWE benchmark result
Raw
qwen36-deepswe-summary.md

Qwen3.6-27B NVFP4 DeepSWE Result

  • Job: deepswe-qwen36-test-4
  • Model: qwen36
  • Endpoint: https://rig.ctmdev.us/small/v1
  • Completed: 113 / 113
  • Scored trials: 112
  • Errors: 1
  • Solved: 2 / 112
  • Reward: 0.0177
  • Partial: 0.8251
  • F2P: 0.4689
  • P2P: 0.9625
  • Input tokens: 1,025,840,172
  • Output tokens: 5,191,927
  • Cache tokens: 991,729,728

Solved tasks:

  • helm-unified-manifest-stream__FYGQCDg
  • query-persist-restored-query-sta__ZZx8JPL

Error:

  • VerifierTimeoutError: mobly-grouped-test-barriers__ed76zdJ
Raw
qwen36.pier.yaml
# Pier config for DeepSWE against CTM's Qwen3.6 fast endpoint.
#
# The openai/ prefix selects mini-swe-agent's OpenAI Responses transport.
# LiteLLM sends the served model id below as qwen36.
agents:
- name: mini-swe-agent
model_name: openai/qwen36
env:
OPENAI_API_KEY: "${OPENAI_API_KEY:-dummy}"
OPENAI_BASE_URL: "${OPENAI_BASE_URL:-https://rig.ctmdev.us/small/v1}"
MSWEA_MODEL_RETRY_STOP_AFTER_ATTEMPT: "${MSWEA_MODEL_RETRY_STOP_AFTER_ATTEMPT:-6}"
kwargs:
cost_limit: 0
model_kwargs:
drop_params: true
temperature: 0
max_output_tokens: 8192
extra_body:
chat_template_kwargs:
enable_thinking: false
force_nonempty_content: true
environment:
type: docker
n_concurrent_trials: 1
retry:
max_retries: 0
Raw
result.json
{
"id": "8adf03cb-1abb-4477-a598-b99c218c44d7",
"started_at": "2026-07-01T14:25:53.453448",
"updated_at": "2026-07-01T20:48:31.123688",
"finished_at": "2026-07-01T20:48:31.123688",
"n_total_trials": 113,
"stats": {
"n_completed_trials": 113,
"n_errored_trials": 1,
"n_running_trials": 0,
"n_pending_trials": 0,
"n_cancelled_trials": 0,
"n_retries": 0,
"evals": {
"mini-swe-agent__qwen36__tasks": {
"n_trials": 112,
"n_errors": 1,
"metrics": [
{
"f2p": 0.4689276332304991,
"f2p_passed": 26.75221238938053,
"f2p_total": 51.309734513274336,
"p2p": 0.9625275334482988,
"p2p_passed": 2014.4336283185842,
"p2p_total": 2040.212389380531,
"partial": 0.8251288063506994,
"reward": 0.017699115044247787
}
],
"pass_at_k": {},
"reward_stats": {
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