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values | input_datasets stringclasses 1
value | description stringclasses 8
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browsecomp-ctxgraph-30b-rl-fusedent-canary-v1 | train_bc_ctxgraph_30b_instruct_9node_2h_fusedent_canary_yw.sh | Qwen3-30B-A3B-Instruct-2507 | {"lr": "2e-6", "kl_coef": 0.005, "kl_loss_coef": 0.0005, "entropy_coeff": 0.005, "use_fused_kernels": true, "fused_backend": "torch", "max_turn": 100, "max_session": 10, "rollout_quant": "fp8", "gpu_memory_utilization": 0.55, "train_batch_size": 14, "rollout_n": 8, "response_length": 32768, "failure_shaping": 0.2, "jud... | [] | Fused-kernels entropy canary (job vista:820770, 2026-07-10). First run ever with a working entropy bonus: entropy_coeff=0.005 via use_fused_kernels=True (FusedLinearForPPO). Step-1 actor update survived (787422 OOMed here). actor/entropy=0.346, actor/entropy_loss=0.00173, step time 50.5 min, mem peak 101.4GB, val_befor... | ["browsecomp-ctxgraph-30b-rl", "canary", "entropy-regularization"] | {"experiment_name": "browsecomp-ctxgraph-30b-rl", "job_id": "vista:820770", "cluster": "vista", "artifact_status": "final", "canary": true} | 2026-07-11T20:07:29.354041+00:00 | null | null | null | null | null | null | -1 | 2026-07-11T20:07:29.354041+00:00 |
browsecomp-ctxgraph-30b-rl-fusedent-prod-metrics-v1 | train_bc_ctxgraph_30b_instruct_32node_8h_fusedent_prod_yw.sh | Qwen3-30B-A3B-Instruct-2507 | {"lr": "2e-6", "kl_coef": 0.005, "kl_loss_coef": 0.0005, "entropy_coeff": 0.005, "use_fused_kernels": true, "fused_backend": "torch", "max_turn": 100, "max_session": 10, "rollout_quant": "fp8", "gpu_memory_utilization": 0.55, "train_batch_size": 14, "rollout_n": 8, "response_length": 32768, "failure_shaping": 0.2, "jud... | [] | Production run 1/3 (job vista:823129, 2026-07-11/12, 8h TIMEOUT by design, steps 1-15 of 40). First 30B run with working entropy regularization at 28-trainer scale. Val task_reward: 0.527(s0) 0.553(s3) 0.520(s6) 0.520(s9) 0.553(s12) 0.613(s15) — step-15 val 0.613 is the ALL-TIME HIGH across all 30B runs (prev best fait... | ["browsecomp-ctxgraph-30b-rl", "production", "entropy-regularization"] | {"experiment_name": "browsecomp-ctxgraph-30b-rl", "job_id": "vista:823129", "cluster": "vista", "artifact_status": "partial", "canary": false} | 2026-07-12T19:37:52.599642+00:00 | null | null | null | null | null | null | -1 | 2026-07-12T19:37:52.599642+00:00 |
browsecomp-ctxgraph-30b-rl-fusedent-prod-metrics-v2 | train_bc_ctxgraph_30b_instruct_32node_8h_fusedent_prod_yw.sh | Qwen3-30B-A3B-Instruct-2507 | {"lr": "2e-6", "kl_coef": 0.005, "kl_loss_coef": 0.0005, "entropy_coeff": 0.005, "use_fused_kernels": true, "fused_backend": "torch", "max_turn": 100, "max_session": 10, "rollout_quant": "fp8", "gpu_memory_utilization": 0.55, "train_batch_size": 14, "rollout_n": 8, "response_length": 32768, "failure_shaping": 0.2, "jud... | [] | Production run 2/3 (job vista:825290, 2026-07-12/13, 8h TIMEOUT by design, resumed from global_step_15, steps 16-31 of 40). Val task_reward: 0.567(s15 redo) 0.567(s18) 0.580(s21) 0.553(s24) 0.580(s27) 0.600(s30). Combined with run 1: SEVEN consecutive vals >=0.55 (s12 through s30) — pre-registered success bar (3 consec... | ["browsecomp-ctxgraph-30b-rl", "production", "entropy-regularization"] | {"experiment_name": "browsecomp-ctxgraph-30b-rl", "job_id": "vista:825290", "cluster": "vista", "artifact_status": "partial", "canary": false} | 2026-07-13T03:52:32.661220+00:00 | null | null | null | null | null | null | -1 | 2026-07-13T03:52:32.661220+00:00 |
browsecomp-ctxgraph-30b-rl-fusedent-prod-metrics-v3 | train_bc_ctxgraph_30b_instruct_32node_8h_fusedent_prod_yw.sh | Qwen3-30B-A3B-Instruct-2507 | {"lr": "2e-6", "kl_coef": 0.005, "kl_loss_coef": 0.0005, "entropy_coeff": 0.005, "use_fused_kernels": true, "fused_backend": "torch", "max_turn": 100, "max_session": 10, "rollout_quant": "fp8", "gpu_memory_utilization": 0.55, "train_batch_size": 14, "rollout_n": 8, "response_length": 32768, "failure_shaping": 0.2, "jud... | [] | Production run 3/3 FINAL (job vista:826755, 2026-07-13, COMPLETED exit 0, steps 32-40 of 40 — FULL RUN DONE). Vals this job: 0.640(s31 redo, all-time high reading) 0.587(s33) 0.527(s36) 0.593(s39) 0.633(s40 final). Complete 40-step trajectory: baseline 0.527 -> final 0.633, peak readings 0.613/0.640. 10 of 11 vals from... | ["browsecomp-ctxgraph-30b-rl", "production", "entropy-regularization"] | {"experiment_name": "browsecomp-ctxgraph-30b-rl", "job_id": "vista:826755", "cluster": "vista", "artifact_status": "final", "canary": false} | 2026-07-13T17:19:30.596948+00:00 | null | null | null | null | null | null | -1 | 2026-07-13T17:19:30.596948+00:00 |
browsecomp-ctxgraph-30b-rl-fold-fusedent-prod-metrics-v1 | train_bc_foldagent_30b_instruct_32node_8h_fusedent_prod_yw.sh | Qwen3-30B-A3B-Instruct-2507 | {"lr": "2e-6", "kl_coef": 0.005, "kl_loss_coef": 0.0005, "entropy_coeff": 0.005, "use_fused_kernels": true, "fused_backend": "torch", "max_turn": 100, "max_session": 10, "rollout_quant": "fp8", "gpu_memory_utilization": 0.55, "train_batch_size": 14, "rollout_n": 8, "response_length": 32768, "failure_shaping": 0.2, "jud... | [] | FoldAgent COMPARISON ARM run 1 (job vista:826804, 2026-07-13, 8h TIMEOUT, steps 1-13 of 40). Same optimization envelope as ctxgraph arm (entropy_coeff=0.005 + fused kernels, LR=2e-6, KL=0.005/0.0005, max_turn/max_session=100/10, FP8, gpu_mem=0.55), fold_agent loop with fold-standard reward ([flat,scope], lambda_cost=0.... | ["browsecomp-ctxgraph-30b-rl", "fold-comparison-arm", "entropy-regularization"] | {"experiment_name": "browsecomp-ctxgraph-30b-rl", "job_id": "vista:826804", "cluster": "vista", "artifact_status": "partial", "canary": false} | 2026-07-13T17:19:40.217835+00:00 | null | null | null | null | null | null | -1 | 2026-07-13T17:19:40.217835+00:00 |
browsecomp-ctxgraph-30b-rl-cleanrun-ctxgraph-v1 | train_bc_ctxgraph_30b_instruct_32node_8h_fusedent_prod_yw.sh | Qwen3-30B-A3B-Instruct-2507 | {"lr": "2e-6", "kl_coef": 0.005, "kl_loss_coef": 0.0005, "entropy_coeff": 0.005, "use_fused_kernels": true, "fused_backend": "torch", "max_turn": 100, "max_session": 10, "rollout_quant": "fp8", "gpu_memory_utilization": 0.55, "train_batch_size": 14, "rollout_n": 8, "response_length": 32768, "failure_shaping": 0.2, "jud... | [] | CLEAN-RECIPE ctxgraph run 1 (job vista:834557, 2026-07-15/16, 8h TIMEOUT, steps 1-16 of 30). All audit fixes active: fractional token-level graph rewards (first time ever), strict judge (no relaxed_em refusal channel), greedy val. Clean-scale vals: 0.440(s0 baseline) 0.393(s3) 0.400(s6) 0.427(s9) 0.467(s12) 0.453(s15) ... | ["browsecomp-ctxgraph-30b-rl", "production", "entropy-regularization"] | {"experiment_name": "browsecomp-ctxgraph-30b-rl", "job_id": "vista:834557", "cluster": "vista", "artifact_status": "partial", "canary": false} | 2026-07-16T06:12:19.274623+00:00 | null | null | null | null | null | null | -1 | 2026-07-16T06:12:19.274623+00:00 |
browsecomp-ctxgraph-30b-rl-tunedexp-ctxgraph-v1 | train_bc_ctxgraph_30b_instruct_32node_8h_tunedexp_prod_yw.sh | Qwen3-30B-A3B-Instruct-2507 | {"lr": "2e-6", "kl_coef": 0.005, "kl_loss_coef": 0.0005, "entropy_coeff": 0.005, "use_fused_kernels": true, "fused_backend": "torch", "max_turn": 100, "max_session": 10, "rollout_quant": "fp8", "gpu_memory_utilization": 0.55, "train_batch_size": 7, "rollout_n": 16, "response_length": 32768, "branch_len": 16384, "consol... | [] | TUNED+EXPLORATION ctxgraph arm, FINAL (runs vista:837826 steps 0-16 + vista:839112 steps 17-33, cancelled at s33 by user decision 2026-07-18 — depth verdict negative). Recipe: tuned reward (de-gated fail shaping, uniqueness x10, anti-farm structural) + deep-groups exploration (rollout n=16, batch=7) + branch_len 16384 ... | ["browsecomp-ctxgraph-30b-rl", "production", "deep-groups", "tuned-reward"] | {"experiment_name": "browsecomp-ctxgraph-30b-rl", "job_id": "vista:837826+839112", "cluster": "vista", "artifact_status": "final", "canary": false} | 2026-07-19T02:42:20.152040+00:00 | null | null | null | null | null | null | -1 | 2026-07-17T15:11:19.903570+00:00 |
browsecomp-ctxgraph-30b-rl-noniso-clean-k20-v1 | train_bc_ctxgraph_30b_instruct_32node_8h_noniso_clean_k20_yw.sh | Qwen3-30B-A3B-Instruct-2507 | {"lr": "2e-6", "kl_coef": 0.005, "kl_loss_coef": 0.0005, "entropy_coeff": 0.005, "use_fused_kernels": true, "agent_loop": "context_graph_agent (non-isolated)", "search_show_topk": 20, "max_turn": 100, "max_session": 10, "rollout_quant": "fp8", "gpu_memory_utilization": 0.55, "ppo_max_token_len_per_gpu": 40960, "train_b... | [] | FIRST non-isolated ctxgraph RL training run (job vista:860532, 2026-07-23/24, 8h TIMEOUT, 15 steps, ckpt 15, ZERO EngineCore crashes — reserved stable ~89GB, first machine-stable non-iso training after EngineCore root-cause fix confirmed: crashes were GPU reserved exceeding 96GB HBM, not host OOM). Config: context_grap... | ["browsecomp-ctxgraph-30b-rl", "non-isolated", "k20-retrieval", "training"] | {"experiment_name": "browsecomp-ctxgraph-30b-rl", "job_id": "vista:860532", "cluster": "vista", "artifact_status": "partial", "canary": false} | 2026-07-24T17:17:08.280203+00:00 | null | null | null | null | null | null | -1 | 2026-07-24T17:17:08.280203+00:00 |
RACA-PROJECT-MANIFEST
Central registry of all datasets in the lingchensanwen organization.
- Total Datasets Tracked: 8
- Last Updated: 2026-07-24T17:17:09.787675+00:00
Usage
from datasets import load_dataset
manifest = load_dataset("lingchensanwen/RACA-PROJECT-MANIFEST", split="train")
print(f"Tracking {len(manifest)} datasets")
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