Introduction of a3-rl-DCAgent_mix_h4_binary_easy-50-8B
Model Details of a3-rl-DCAgent_mix_h4_binary_easy-50-8B
a3-rl-DCAgent_mix_h4_binary_easy-50-8B
RL (SkyRL) checkpoint trained on the
DCAgent/mix_h4_binary_easy
task mix,
starting from the a3 GLM-SFT base
laion/GLM-4_7-swesmith-sandboxes-with_tests-oracle_verified_120s-maxeps-131k-fixthink
.
Run
:
a3-rl-DCAgent_mix_h4_binary_easy
(Jupiter chain 573271→573276)
Training
: 2 epochs, completed at global_step 67 (
max_steps=80
was a ceiling;
67 = epoch-data completion, a legit deployable endpoint — not collapse).
Checkpoint selected
:
global_step 50
by trailing-5 EMA (α=1/3) of
reward/avg_raw_reward
across the full chain.
EMA at step 50 =
0.4991
(highest of all aligned eligible checkpoints)
The dataset contains the
last
episode of each trial (per
make_and_upload_trace_dataset --episodes last
) — the same rollouts
the policy was trained on after rollback / truncation.
Training Logs
See
training_logs/
for the parsed metrics (
metrics.csv
,
report.md
,
reward_plot.png
) and the raw chain
.out
logs (Jupiter has no W&B network access).
Runs of laion a3-rl-DCAgent_mix_h4_binary_easy-50-8B on huggingface.co
7
Total runs
0
24-hour runs
0
3-day runs
-1
7-day runs
-56
30-day runs
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