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feat(orchestrator)!: rename env collections to sources, compose the verifiers config blocks #3150

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Merged
hallerite merged 15 commits into from
Jul 29, 2026
Merged

feat(orchestrator)!: rename env collections to sources, compose the verifiers config blocks #3150

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e81f265
rename training environments to sources
hallerite Jul 28, 2026
25f91cb
fix CPU test config fixtures
hallerite Jul 28, 2026
0304ec0
rename evaluation environments to sources
hallerite Jul 29, 2026
aef4f8f
chore(orchestrator)!: rename max_inflight_rollouts to max_inflight_ep…
hallerite Jul 28, 2026
f7f600f
feat(orchestrator)!: compose the verifiers env, serve and legacy blocks
hallerite Jul 29, 2026
8b289ff
fix the source-config readers the compose commit missed
hallerite Jul 29, 2026
5f423e7
spell the env annotation out instead of vf.EnvField
hallerite Jul 29, 2026
e061233
declare the env default with the factory verifiers exports
hallerite Jul 29, 2026
5319825
inline the legacy helpers, use the config class as the default
hallerite Jul 29, 2026
a7924f8
drop the serving-key pointers here too
hallerite Jul 29, 2026
8185ca6
bump verifiers: no max_concurrent alias on the env block
hallerite Jul 29, 2026
cfb3597
bump verifiers to 0.2.2.dev43 (merged main)
hallerite Jul 29, 2026
96984a7
fix: spawn the env server again, and let a pip-only install resolve v…
hallerite Jul 29, 2026
73c039c
fix: make "no address" a value again, and migrate + cover the k8s con…
hallerite Jul 29, 2026
b797eaf
drop the narrative comment on the verifiers floor
hallerite Jul 29, 2026
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2 changes: 1 addition & 1 deletion configs/basic/alphabet-sort/rl.toml
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Expand Up @@ -32,7 +32,7 @@ group_size = 8
[orchestrator.train.sampling]
max_completion_tokens = 768

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "alphabet-sort"
env.taskset = { id = "alphabet-sort-v1", min_turns = 3, max_turns = 5, task = { power_per_turn = false } }
env.agent.harness = { id = "null" }
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2 changes: 1 addition & 1 deletion configs/basic/hendrycks-sanity/rl.toml
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Expand Up @@ -19,7 +19,7 @@ batch_size = 128
group_size = 8
seq_len = 8192

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "hendrycks-math"
env.taskset = { id = "math-env-v1", dataset_name = "mikasenghaas/Sanity-Test-R1D-1.5B", dataset_subset = "default" }
env.agent.harness = { id = "null" }
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2 changes: 1 addition & 1 deletion configs/basic/reverse-text/rl.toml
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Expand Up @@ -22,7 +22,7 @@ group_size = 16
[orchestrator.train.sampling]
max_completion_tokens = 128

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
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2 changes: 1 addition & 1 deletion configs/basic/wiki-search/rl.toml
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Expand Up @@ -40,7 +40,7 @@ group_size = 16
[orchestrator.train.sampling]
max_completion_tokens = 512

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "wiki-search"
env.taskset = { id = "wiki-search-v1" }
env.agent.harness = { id = "null" }
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2 changes: 1 addition & 1 deletion configs/basic/wordle/rl.toml
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Expand Up @@ -21,7 +21,7 @@ name = "PrimeIntellect/Qwen3-1.7B-Wordle-SFT"
batch_size = 128
group_size = 8

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "wordle"
env.taskset = { id = "wordle-v1" }
env.player.harness = { id = "null" }
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2 changes: 1 addition & 1 deletion configs/ci/integration/alphabet_sort.toml
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Expand Up @@ -22,7 +22,7 @@ group_size = 8
[orchestrator.train.sampling]
max_completion_tokens = 384

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "alphabet-sort"
env.taskset = { id = "alphabet-sort-v1", min_turns = 2, max_turns = 2, min_names_per_turn = 1, max_names_per_turn = 3, task = { similarity_power = 4, power_per_turn = false } }
env.agent.harness = { id = "null" }
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2 changes: 1 addition & 1 deletion configs/ci/integration/reverse-text-lora/resume.toml
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Expand Up @@ -26,7 +26,7 @@ name = "r8-1e-4"
[orchestrator.train.sampling]
max_completion_tokens = 128

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
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2 changes: 1 addition & 1 deletion configs/ci/integration/reverse-text-lora/start.toml
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Expand Up @@ -25,7 +25,7 @@ name = "r8-1e-4"
[orchestrator.train.sampling]
max_completion_tokens = 128

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
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2 changes: 1 addition & 1 deletion configs/ci/integration/reverse-text-moe/start.toml
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Expand Up @@ -25,7 +25,7 @@ group_size = 16
[orchestrator.train.sampling]
max_completion_tokens = 128

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
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2 changes: 1 addition & 1 deletion configs/ci/integration/reverse-text-multi-run/orchestrator.toml
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Expand Up @@ -14,7 +14,7 @@ lr = 3e-5
[train.sampling]
max_completion_tokens = 128

[[train.env]]
[[train.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
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4 changes: 2 additions & 2 deletions configs/ci/integration/reverse-text-rl-opd/start.toml
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Expand Up @@ -37,7 +37,7 @@ name = "prime-qwen3"
[orchestrator.train.sampling]
max_completion_tokens = 128

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
Expand All @@ -50,7 +50,7 @@ num_examples = 16
[orchestrator.eval.sampling]
max_completion_tokens = 128

[[orchestrator.eval.env]]
[[orchestrator.eval.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
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4 changes: 2 additions & 2 deletions configs/ci/integration/reverse-text-rl-sft/start.toml
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Expand Up @@ -43,7 +43,7 @@ name = "prime-qwen3"
[orchestrator.train.sampling]
max_completion_tokens = 128

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
Expand All @@ -56,7 +56,7 @@ num_examples = 16
[orchestrator.eval.sampling]
max_completion_tokens = 128

[[orchestrator.eval.env]]
[[orchestrator.eval.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
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2 changes: 1 addition & 1 deletion configs/ci/integration/reverse-text/resume.toml
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Expand Up @@ -23,7 +23,7 @@ group_size = 16
[orchestrator.train.sampling]
max_completion_tokens = 128

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
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2 changes: 1 addition & 1 deletion configs/ci/integration/reverse-text/start.toml
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Expand Up @@ -22,7 +22,7 @@ group_size = 16
[orchestrator.train.sampling]
max_completion_tokens = 128

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
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2 changes: 1 addition & 1 deletion configs/ci/nightly-fft/alphabet-sort.toml
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Expand Up @@ -18,7 +18,7 @@ name = "Qwen/Qwen3-4B-Instruct-2507"
batch_size = 512
group_size = 16

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "alphabet-sort"
env.taskset = { id = "alphabet-sort-v1", min_turns = 3, max_turns = 5, task = { power_per_turn = false } }
env.agent.harness = { id = "null" }
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4 changes: 2 additions & 2 deletions configs/ci/nightly-fft/hendrycks-sanity.toml
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Expand Up @@ -18,7 +18,7 @@ batch_size = 512
group_size = 8
seq_len = 8192

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "hendrycks-math"
env.taskset = { id = "math-env-v1", dataset_name = "mikasenghaas/Sanity-Test-R1D-1.5B", dataset_subset = "default" }
env.agent.harness = { id = "null" }
Expand All @@ -27,7 +27,7 @@ env.agent.runtime = { type = "subprocess" }
[orchestrator.eval]
interval = 50

[[orchestrator.eval.env]]
[[orchestrator.eval.source]]
name = "aime2024"
env.taskset = { id = "aime24-v1" }
env.agent.harness = { id = "null" }
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2 changes: 1 addition & 1 deletion configs/ci/nightly-fft/reverse-text.toml
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Expand Up @@ -18,7 +18,7 @@ name = "PrimeIntellect/Qwen3-0.6B-Reverse-Text-SFT"
batch_size = 128
group_size = 16

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
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2 changes: 1 addition & 1 deletion configs/ci/nightly-fft/wiki-search.toml
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Expand Up @@ -23,7 +23,7 @@ oversampling_factor = 2.0
type = "zero_advantage"
enforce = true

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "wiki-search"
env.taskset = { id = "wiki-search-v1" }
env.agent.harness = { id = "null" }
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2 changes: 1 addition & 1 deletion configs/ci/nightly-fft/wordle.toml
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Expand Up @@ -18,7 +18,7 @@ name = "PrimeIntellect/Qwen3-1.7B-Wordle-SFT"
batch_size = 512
group_size = 16

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "wordle"
env.taskset = { id = "wordle-v1" }
env.player.harness = { id = "null" }
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2 changes: 1 addition & 1 deletion configs/ci/nightly/multimodal_color_codeword.toml
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Expand Up @@ -20,7 +20,7 @@ group_size = 16
[orchestrator.train.sampling]
max_completion_tokens = 64

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "color-codeword"
env.taskset = { id = "color-codeword-v1", images_per_turn = 1 }
env.agent.harness = { id = "null" }
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2 changes: 1 addition & 1 deletion configs/debug/algo/echo.toml
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Expand Up @@ -24,7 +24,7 @@ type = "echo"
[orchestrator.algo.roles.user]
alpha = 0.1

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "alphabet-sort"
env.taskset = { id = "alphabet-sort-v1", min_turns = 3, max_turns = 5, task = { power_per_turn = false } }
env.agent.harness = { id = "null" }
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4 changes: 2 additions & 2 deletions configs/debug/algo/grpo.toml
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Expand Up @@ -21,7 +21,7 @@ name = "prime-qwen3"
[orchestrator.train.sampling]
max_completion_tokens = 128

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
Expand All @@ -34,7 +34,7 @@ num_examples = 128
[orchestrator.eval.sampling]
max_completion_tokens = 128

[[orchestrator.eval.env]]
[[orchestrator.eval.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
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4 changes: 2 additions & 2 deletions configs/debug/algo/max_rl.toml
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Expand Up @@ -21,7 +21,7 @@ name = "prime-qwen3"
[orchestrator.train.sampling]
max_completion_tokens = 128

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
Expand All @@ -34,7 +34,7 @@ num_examples = 128
[orchestrator.eval.sampling]
max_completion_tokens = 128

[[orchestrator.eval.env]]
[[orchestrator.eval.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
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10 changes: 5 additions & 5 deletions configs/debug/algo/mixed_grpo_opd.toml
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Expand Up @@ -31,22 +31,22 @@ name = "prime-qwen3"
[orchestrator.train.sampling]
max_completion_tokens = 128

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "reverse-text-grpo"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
env.agent.runtime = { type = "subprocess" }

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "reverse-text-opd"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
env.agent.runtime = { type = "subprocess" }

[orchestrator.train.env.algo]
[orchestrator.train.source.algo]
type = "opd"

[orchestrator.train.env.algo.teacher]
[orchestrator.train.source.algo.teacher]
name = "PrimeIntellect/Qwen3-0.6B-Reverse-Text-RL"
base_url = ["http://localhost:8001/v1"]

Expand All @@ -57,7 +57,7 @@ num_examples = 128
[orchestrator.eval.sampling]
max_completion_tokens = 128

[[orchestrator.eval.env]]
[[orchestrator.eval.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
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4 changes: 2 additions & 2 deletions configs/debug/algo/opd.toml
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Expand Up @@ -33,7 +33,7 @@ name = "prime-qwen3"
[orchestrator.train.sampling]
max_completion_tokens = 128

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
Expand All @@ -46,7 +46,7 @@ num_examples = 128
[orchestrator.eval.sampling]
max_completion_tokens = 128

[[orchestrator.eval.env]]
[[orchestrator.eval.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
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4 changes: 2 additions & 2 deletions configs/debug/algo/opd_lora.toml
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Expand Up @@ -33,7 +33,7 @@ name = "prime-qwen3"
[orchestrator.train.sampling]
max_completion_tokens = 128

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
Expand All @@ -46,7 +46,7 @@ num_examples = 128
[orchestrator.eval.sampling]
max_completion_tokens = 128

[[orchestrator.eval.env]]
[[orchestrator.eval.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
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4 changes: 2 additions & 2 deletions configs/debug/algo/rae.toml
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Expand Up @@ -21,7 +21,7 @@ name = "prime-qwen3"
[orchestrator.train.sampling]
max_completion_tokens = 512

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "kuhn-poker"
env.taskset = { id = "kuhn-poker-v1" }
env.player0.harness = { id = "null" }
Expand All @@ -36,7 +36,7 @@ num_examples = 16
[orchestrator.eval.sampling]
max_completion_tokens = 512

[[orchestrator.eval.env]]
[[orchestrator.eval.source]]
name = "kuhn-poker"
env.taskset = { id = "kuhn-poker-v1" }
env.player0.harness = { id = "null" }
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4 changes: 2 additions & 2 deletions configs/debug/algo/self_distill.toml
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Expand Up @@ -29,7 +29,7 @@ name = "prime-qwen3"
[orchestrator.train.sampling]
max_completion_tokens = 128

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
Expand All @@ -42,7 +42,7 @@ num_examples = 128
[orchestrator.eval.sampling]
max_completion_tokens = 128

[[orchestrator.eval.env]]
[[orchestrator.eval.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
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4 changes: 2 additions & 2 deletions configs/debug/algo/sft_distill.toml
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Expand Up @@ -38,7 +38,7 @@ name = "prime-qwen3"
[orchestrator.train.sampling]
max_completion_tokens = 128

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
Expand All @@ -51,7 +51,7 @@ num_examples = 128
[orchestrator.eval.sampling]
max_completion_tokens = 128

[[orchestrator.eval.env]]
[[orchestrator.eval.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
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4 changes: 2 additions & 2 deletions configs/debug/algo/sft_distill_lora.toml
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Expand Up @@ -38,7 +38,7 @@ name = "prime-qwen3"
[orchestrator.train.sampling]
max_completion_tokens = 128

[[orchestrator.train.env]]
[[orchestrator.train.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
Expand All @@ -51,7 +51,7 @@ num_examples = 128
[orchestrator.eval.sampling]
max_completion_tokens = 128

[[orchestrator.eval.env]]
[[orchestrator.eval.source]]
name = "reverse-text"
env.taskset = { id = "reverse-text-v1" }
env.agent.harness = { id = "null" }
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2 changes: 1 addition & 1 deletion deps/verifiers
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Submodule verifiers updated 29 files
+46 −7 .github/workflows/test.yml
+19 −0 docs/v1/env.md
+3 −1 docs/v1/evaluation.md
+1 −1 docs/v1/gepa.md
+1 −1 environments/compact/compact/program.py
+2 −2 skills/evaluate-environments/SKILL.md
+26 −20 skills/evaluate-environments/references/REFERENCE.md
+4 −3 tests/v1/conftest.py
+15 −5 verifiers/v1/__init__.py
+9 −8 verifiers/v1/agent.py
+1 −1 verifiers/v1/cli/dashboard/eval.py
+7 −4 verifiers/v1/cli/eval/main.py
+12 −7 verifiers/v1/cli/eval/runner.py
+15 −11 verifiers/v1/cli/serve.py
+42 −118 verifiers/v1/configs/cli/env.py
+57 −6 verifiers/v1/configs/cli/eval.py
+44 −7 verifiers/v1/configs/cli/serve.py
+8 −4 verifiers/v1/configs/env.py
+55 −0 verifiers/v1/configs/legacy.py
+63 −0 verifiers/v1/configs/serve.py
+24 −16 verifiers/v1/env.py
+3 −3 verifiers/v1/gepa/config.py
+1 −1 verifiers/v1/harnesses/bash/program.py
+1 −1 verifiers/v1/harnesses/null/program.py
+2 −0 verifiers/v1/harnesses/rlm/harness.py
+12 −6 verifiers/v1/legacy.py
+1 −1 verifiers/v1/push.py
+8 −6 verifiers/v1/serve/pool.py
+8 −6 verifiers/v1/serve/server.py
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