Add Lookahead-K3-LA2-A2-R0-D0-P0p2-F0-seed0-W760-heads10-H8-L8x3-hrmCycle-HC2-Ref3x2-lowRealFinal-refinerMemoryOnly-AdamATan2-EMA-refinedPseudoFeedback-auxAllPasses-1epoch__20261010-034356_bins16-dp32--r4jyjwuy step 114274 weights

.gitattributes

@@ -100,3 +100,36 @@ Lookahead-K3-LA2-A2-R0-D0p2-P0p2-F0-seed0-B30-Ref3-AdamATan2-EMA-progressiveK-75
 Lookahead-K3-LA2-A2-R0-D0p2-P0p2-F0-seed0-B30-Ref3-AdamATan2-EMA-progressiveK-75-90--vyh309f5/full_epoch_3/checkpoints/fsdp2_epoch_3/__8_0.distcp filter=lfs diff=lfs merge=lfs -text
 Lookahead-K3-LA2-A2-R0-D0p2-P0p2-F0-seed0-B30-Ref3-AdamATan2-EMA-progressiveK-75-90--vyh309f5/full_epoch_3/checkpoints/fsdp2_epoch_3/__9_0.distcp filter=lfs diff=lfs merge=lfs -text
 small_search_1epoch/evaluation/20261005-200230_small-checkpoints-h20-handoff-t4/HRM-Text.bundle filter=lfs diff=lfs merge=lfs -text
+small_search_1epoch/Lookahead-K3-LA2-A2-R0-D0-P0p2-F0-seed0-W760-heads10-H8-L8x3-hrmCycle-HC2-Ref3x2-lowRealFinal-refinerMemoryOnly-AdamATan2-EMA-refinedPseudoFeedback-auxAllPasses-1epoch__20261010-034356_bins16-dp32--r4jyjwuy/step_114274/full_checkpoint/.metadata filter=lfs diff=lfs merge=lfs -text
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small_search_1epoch/Lookahead-K3-LA2-A2-R0-D0-P0p2-F0-seed0-W760-heads10-H8-L8x3-hrmCycle-HC2-Ref3x2-lowRealFinal-refinerMemoryOnly-AdamATan2-EMA-refinedPseudoFeedback-auxAllPasses-1epoch__20261010-034356_bins16-dp32--r4jyjwuy/step_114274/README.md

@@ -0,0 +1,9 @@
+# Lookahead-K3-LA2-A2-R0-D0-P0p2-F0-seed0-W760-heads10-H8-L8x3-hrmCycle-HC2-Ref3x2-lowRealFinal-refinerMemoryOnly-AdamATan2-EMA-refinedPseudoFeedback-auxAllPasses-1epoch__20261010-034356_bins16-dp32 -- r4jyjwuy, epoch 1, step 114274
+
+Final native checkpoint. model.safetensors contains EMA; original_model.safetensors contains raw model weights. Both preserve source keys/dtypes/values and passed finite/exact serialization checks.
+
+full_checkpoint/ preserves all 32 original DCP shards, metadata and receipt, including optimizer moments, step counters and EMA. Do not load only rank 0. No standalone RNG/scheduler state was saved by training.
+
+Use bundled matching training_code.tar.gz and saved recipe/config. K3 refined-pseudo feedback is not a Transformers AutoModel or K1 export. The official native run-root loader accepts the full checkpoint; build_lookahead_model accepts these explicit model/lookahead configurations and safetensors state. The legacy safetensors CLI loader's K1 guard must not be bypassed by changing K3 metadata.
+
+Evaluation uses EMA with supported immutable fused feedback, two prompt traversals and one traversal per decoded token; trained maximum K=3. Original and extended prompt protocols remain separate.

small_search_1epoch/Lookahead-K3-LA2-A2-R0-D0-P0p2-F0-seed0-W760-heads10-H8-L8x3-hrmCycle-HC2-Ref3x2-lowRealFinal-refinerMemoryOnly-AdamATan2-EMA-refinedPseudoFeedback-auxAllPasses-1epoch__20261010-034356_bins16-dp32--r4jyjwuy/step_114274/complete.json

@@ -0,0 +1,21 @@
+{
+  "status": "complete",
+  "partial_epoch": false,
+  "stop_at_unix_time": null,
+  "final_checkpoint": "/apdcephfs_tj31/share_303214315/hunyuan/kenanchen/loopTF-workspace/output/causal_hrm_text/official_recipe/Lookahead-K3-LA2-A2-R0-D0-P0p2-F0-seed0-W760-heads10-H8-L8x3-hrmCycle-HC2-Ref3x2-lowRealFinal-refinerMemoryOnly-AdamATan2-EMA-refinedPseudoFeedback-auxAllPasses-1epoch__20261010-034356_bins16-dp32/checkpoints/fsdp2_epoch_1",
+  "epochs": 1,
+  "step": 114274,
+  "input_tokens": 14922536242,
+  "response_labels": 6402595422,
+  "examples": 57699115,
+  "elapsed_seconds": 102927.03982994054,
+  "pass_schedule": null,
+  "pass_accounting": {
+    "3": {
+      "updates": 114274,
+      "input_tokens": 14922536242,
+      "response_labels": 6402595422,
+      "examples": 57699115
+    }
+  }
+}

small_search_1epoch/Lookahead-K3-LA2-A2-R0-D0-P0p2-F0-seed0-W760-heads10-H8-L8x3-hrmCycle-HC2-Ref3x2-lowRealFinal-refinerMemoryOnly-AdamATan2-EMA-refinedPseudoFeedback-auxAllPasses-1epoch__20261010-034356_bins16-dp32--r4jyjwuy/step_114274/config.json

@@ -0,0 +1,112 @@
+{
+  "checkpoint_format": "safetensors_native_hrm_lookahead_state_dict",
+  "architecture": "hrm_text_lookahead",
+  "weights": "ema",
+  "epoch": 1,
+  "iteration": 114274,
+  "parameter_count": 246672440,
+  "model_config": {
+    "model_type": "hrm_text",
+    "backbone_profile": "hrm_text",
+    "vocab_size": 65536,
+    "hidden_size": 760,
+    "intermediate_size": 2048,
+    "num_hidden_layers": 16,
+    "num_attention_heads": 10,
+    "num_key_value_heads": 10,
+    "max_position_embeddings": 4096,
+    "rope_theta": 10000.0,
+    "rms_norm_eps": 1e-06,
+    "initializer_range": 0.03627381250550058,
+    "attention_dropout": 0.0,
+    "tie_word_embeddings": false,
+    "gradient_checkpointing": false,
+    "padded_vocab_size": null,
+    "paper_sliding_window": 0,
+    "paper_full_attention_interval": 6,
+    "paper_allow_ffn_override": false,
+    "pretrained_model_name_or_path": null,
+    "revision": null,
+    "trust_remote_code": false,
+    "attn_implementation": "sdpa",
+    "hf_config_overrides": {},
+    "backbone_layout": "hrm_cycle",
+    "pseudo_low_source": "real_final",
+    "l_layers": 8,
+    "l_cycles": 3,
+    "h_layers": 8,
+    "h_cycles": 2,
+    "refiner_repeats": 2
+  },
+  "lookahead_config": {
+    "mode": "parallel",
+    "num_passes": 3,
+    "feedback_loss_weight": 1.0,
+    "attention_backend": "triton",
+    "checkpoint_refiner": false,
+    "cache_layer_indices": null,
+    "num_refiner_layers": 3,
+    "refiner_activation": "swiglu",
+    "refiner_intermediate_size": null,
+    "refiner_gate_bias": -1.0,
+    "future_loss_weight": 0.2,
+    "future_gradient_mode": "all",
+    "draft_loss_weight": 0,
+    "auxiliary_loss_passes": "all",
+    "auxiliary_loss_weighting": "fbw",
+    "refined_future_loss_weight": 0.0,
+    "pseudo_initializer": "A2",
+    "pseudo_candidate_mode": "soft_embedding",
+    "pseudo_top_k": 128,
+    "pseudo_temperature": 1.0,
+    "normalize_feedback_embedding": false,
+    "normalize_feedback_output": false,
+    "feedback_source": "refined_pseudo",
+    "refiner_variant": "R0",
+    "latent_horizon": 2,
+    "thinking_positions": 1,
+    "thinking_selection": "first_response",
+    "refiner_memory": true,
+    "refiner_memory_only": true,
+    "allow_objective_change_on_resume": false
+  },
+  "trained_active_passes": 3,
+  "upstream_revision": "aaa948ea674fd84b7bc455c9cfb455ecfefdf914",
+  "tokenizer_info": {
+    "tokenizer_path": "tokenizer/tokenizer.json",
+    "boq": "<|im_start|>",
+    "eoq": "<|im_end|>",
+    "eoa": "<|box_end|>",
+    "condition_mapping": {
+      "cot": "<|object_ref_end|>",
+      "synth": "<|quad_end|>",
+      "direct": "<|object_ref_start|>",
+      "noisy": "<|quad_start|>"
+    },
+    "vocab_size": 65536
+  },
+  "run_name": "Lookahead-K3-LA2-A2-R0-D0-P0p2-F0-seed0-W760-heads10-H8-L8x3-hrmCycle-HC2-Ref3x2-lowRealFinal-refinerMemoryOnly-AdamATan2-EMA-refinedPseudoFeedback-auxAllPasses-1epoch__20261010-034356_bins16-dp32",
+  "wandb_id": "r4jyjwuy",
+  "training": {
+    "status": "complete",
+    "partial_epoch": false,
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+  half_layers: false
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+- _self_
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+}

small_search_1epoch/Lookahead-K3-LA2-A2-R0-D0-P0p2-F0-seed0-W760-heads10-H8-L8x3-hrmCycle-HC2-Ref3x2-lowRealFinal-refinerMemoryOnly-AdamATan2-EMA-refinedPseudoFeedback-auxAllPasses-1epoch__20261010-034356_bins16-dp32--r4jyjwuy/step_114274/snapshot_manifest.json

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