Save analysis cache for snapshot 20260425T180017Z

analysis-state/hybrid-review-cache.jsonl

@@ -1432,3 +1432,6 @@
 {"aggressively_trimmed": false, "budget": {"estimated_eval_tokens": 6894, "estimated_input_tokens": 3319, "item_count": 5, "node_count": 5, "serialized_chars": 13273, "soft_pair_count": 7}, "cached_at": "2026-04-25T12:06:34Z", "key": {"analyst_prompt_version": "1.0", "cache_schema_version": "1.0", "evaluator_prompt_version": "1.0", "hybrid_review_settings_fingerprint": "a450b3aa12c2d203d186f43c8834e22a459741f9a833202d5dfe6cff36d407da", "model": "gpt-5.4-mini?service_tier=flex", "prepared_review_unit_hash": "67b18b0b30292a5c02b9c8c41d899a9ab90f81b9fd36847271240838d8055795", "prepared_review_unit_schema_version": "1.0"}, "nodes": ["pull_request:45394", "pull_request:45487", "pull_request:45592", "pull_request:45596", "pull_request:45615"], "result": {"analyst_result": {"best_issue_reason": null, "best_pr_reason": "PR #45487 is the strongest canonical candidate because it makes an actual code-path fix for model-parallel behavior, whereas the others are narrower test-only expectation updates or model-specific patches.", "canonical_issue_reason": null, "canonical_pr_reason": null, "confidence": 0.92, "soft_edge_verdicts": [{"accept": false, "left": "pull_request:45394", "reason": "Different models and different changes: XCLIP no_split_modules fix vs BLT XPU test expectation update. Same general theme, but not the same bug or mergeable PR.", "right": "pull_request:45596"}, {"accept": false, "left": "pull_request:45487", "reason": "AltCLIP/ChineseCLIP model-parallel code fix is not the same as FastVLM test padding-side adjustment. Different code paths and failure modes.", "right": "pull_request:45592"}, {"accept": false, "left": "pull_request:45487", "reason": "Model-parallel fixes in altclip/chinese_clip are unrelated to BLT XPU expected-output updates. Test-only expectation changes do not match the same underlying bug.", "right": "pull_request:45596"}, {"accept": false, "left": "pull_request:45487", "reason": "AltCLIP/ChineseCLIP model code fix and Qianfan OCR XPU expectation additions are different artifacts with different behavior and targets.", "right": "pull_request:45615"}, {"accept": false, "left": "pull_request:45592", "reason": "Both are test-related, but they address different models and different issues: FastVLM padding-side handling vs BLT XPU generation expectations.", "right": "pull_request:45596"}, {"accept": false, "left": "pull_request:45592", "reason": "FastVLM test padding-side fix and Qianfan OCR XPU expectations are unrelated model-specific test changes.", "right": "pull_request:45615"}, {"accept": false, "left": "pull_request:45596", "reason": "Both add XPU expectations, but for different models and outputs; they are separate test updates, not one underlying bug or change.", "right": "pull_request:45615"}], "summary": "This cluster is mostly a bundle of unrelated model-specific fixes and test expectation updates. The only substantive code fix is the AltCLIP/ChineseCLIP model-parallel patch, but the other PRs target different models and different failure modes, so they should not be merged together."}, "error_kind": null, "error_message": null, "evaluator_result": null, "evaluator_used": false, "retried": false}, "soft_pairs": ["pull_request:45394|pull_request:45596", "pull_request:45487|pull_request:45592", "pull_request:45487|pull_request:45596", "pull_request:45487|pull_request:45615", "pull_request:45592|pull_request:45596", "pull_request:45592|pull_request:45615", "pull_request:45596|pull_request:45615"], "split": false, "trimmed": false}
 {"aggressively_trimmed": false, "budget": {"estimated_eval_tokens": 3014, "estimated_input_tokens": 1379, "item_count": 2, "node_count": 2, "serialized_chars": 5513, "soft_pair_count": 1}, "cached_at": "2026-04-25T12:06:34Z", "key": {"analyst_prompt_version": "1.0", "cache_schema_version": "1.0", "evaluator_prompt_version": "1.0", "hybrid_review_settings_fingerprint": "a450b3aa12c2d203d186f43c8834e22a459741f9a833202d5dfe6cff36d407da", "model": "gpt-5.4-mini?service_tier=flex", "prepared_review_unit_hash": "0c2b974bcafabe9e8847de5f9f175733aa8506fb487246b23fc7c6406e0e70f3", "prepared_review_unit_schema_version": "1.0"}, "nodes": ["pull_request:45415", "pull_request:45425"], "result": {"analyst_result": {"best_issue_reason": null, "best_pr_reason": "PR 45425 is the best representative of the cluster because it has a clearer concrete typing objective and narrower scope than the generalized type-checking pass in PR 45415.", "canonical_issue_reason": null, "canonical_pr_reason": "PR 45425 is the more focused, self-contained typing change; PR 45415 is a broad sweep across many files and looks like a separate umbrella cleanup.", "confidence": 0.93, "soft_edge_verdicts": [{"accept": false, "left": "pull_request:45415", "reason": "Both are about typing, but 45415 is a broad type-checking sweep across many files while 45425 adds specific typing protocols/aliases for modeling_utils and related code paths. They do not look like the same concrete bug/change and would not plausibly be merged as one PR.", "right": "pull_request:45425"}], "summary": "Two open PRs both touch typing/type-checking, but they address different changes: one is a broad repo-wide typing pass, the other adds specific typing aliases/protocols for modeling_utils and related modules. They are not the same underlying fix."}, "error_kind": null, "error_message": null, "evaluator_result": null, "evaluator_used": false, "retried": false}, "soft_pairs": ["pull_request:45415|pull_request:45425"], "split": false, "trimmed": false}
 {"aggressively_trimmed": false, "budget": {"estimated_eval_tokens": 2552, "estimated_input_tokens": 1148, "item_count": 2, "node_count": 2, "serialized_chars": 4589, "soft_pair_count": 1}, "cached_at": "2026-04-25T12:06:34Z", "key": {"analyst_prompt_version": "1.0", "cache_schema_version": "1.0", "evaluator_prompt_version": "1.0", "hybrid_review_settings_fingerprint": "a450b3aa12c2d203d186f43c8834e22a459741f9a833202d5dfe6cff36d407da", "model": "gpt-5.4-mini?service_tier=flex", "prepared_review_unit_hash": "857f1f468105e11437eef78c31ec91e8db5fd1b95cc91b6a8f3ce560954095a9", "prepared_review_unit_schema_version": "1.0"}, "nodes": ["pull_request:45639", "pull_request:45645"], "result": {"analyst_result": {"best_issue_reason": null, "best_pr_reason": "PR 45645 best represents the cluster since it subsumes the underlying debug-log collision fix and extends it into the artifact collection path; 45639 is a narrower subset of the same fix.", "canonical_issue_reason": null, "canonical_pr_reason": "PR 45645 is the better canonical PR because it includes the core xdist-safe captured_info fix from 45639 and also updates the CI workflow to handle multiple per-worker log files, making it the more complete change.", "confidence": 0.94, "soft_edge_verdicts": [{"accept": true, "left": "pull_request:45639", "reason": "Accepted: 45645 includes the same concrete xdist-safe captured_info fix in testing_utils and tests, and expands it with workflow changes; this is plausibly one combined PR for the same bug.", "right": "pull_request:45645"}], "summary": "Both PRs fix the same xdist collision around captured_info artifacts; PR 45645 is the broader superset and includes the core testing_utils change from 45639 plus CI log-handling updates."}, "error_kind": null, "error_message": null, "evaluator_result": null, "evaluator_used": false, "retried": false}, "soft_pairs": ["pull_request:45639|pull_request:45645"], "split": false, "trimmed": false}
+{"aggressively_trimmed": false, "budget": {"estimated_eval_tokens": 5714, "estimated_input_tokens": 2729, "item_count": 3, "node_count": 3, "serialized_chars": 10913, "soft_pair_count": 3}, "cached_at": "2026-04-25T18:01:48Z", "key": {"analyst_prompt_version": "1.0", "cache_schema_version": "1.0", "evaluator_prompt_version": "1.0", "hybrid_review_settings_fingerprint": "a450b3aa12c2d203d186f43c8834e22a459741f9a833202d5dfe6cff36d407da", "model": "gpt-5.4-mini?service_tier=flex", "prepared_review_unit_hash": "9119c54ac7cfa5fc33db00d0abe13183c66dd3b74fed90723cc734f158dd6790", "prepared_review_unit_schema_version": "1.0"}, "nodes": ["pull_request:44662", "pull_request:45075", "pull_request:45401"], "result": {"analyst_result": {"best_issue_reason": null, "best_pr_reason": "45075 is the strongest standalone PR candidate because it is non-draft and has the most review activity, but it still represents a distinct model addition rather than a duplicate of the others.", "canonical_issue_reason": null, "canonical_pr_reason": "No canonical PR: each PR implements a different model, so the overlap is just shared integration boilerplate rather than a duplicate change.", "confidence": 0.99, "soft_edge_verdicts": [{"accept": false, "left": "pull_request:44662", "reason": "Different model integrations (PenguinVL vs Voxtral TTS); shared docs/auto-registration files are generic boilerplate, not the same fix.", "right": "pull_request:45401"}, {"accept": false, "left": "pull_request:44662", "reason": "Different model additions (PenguinVL vs DeepSeek-OCR-2) with only broad Transformers registration overlap.", "right": "pull_request:45075"}, {"accept": false, "left": "pull_request:45075", "reason": "Different model integrations (DeepSeek-OCR-2 vs Voxtral TTS); they do not patch the same code-path problem.", "right": "pull_request:45401"}], "summary": "These are three separate model-integration PRs (PenguinVL, DeepSeek-OCR-2, Voxtral TTS). They share only generic Transformers scaffolding like auto-registry/docs updates, not the same underlying code change."}, "error_kind": null, "error_message": null, "evaluator_result": null, "evaluator_used": false, "retried": false}, "soft_pairs": ["pull_request:44662|pull_request:45401", "pull_request:44662|pull_request:45075", "pull_request:45075|pull_request:45401"], "split": false, "trimmed": false}
+{"aggressively_trimmed": false, "budget": {"estimated_eval_tokens": 18882, "estimated_input_tokens": 9313, "item_count": 48, "node_count": 48, "serialized_chars": 37249, "soft_pair_count": 31}, "cached_at": "2026-04-25T18:02:06Z", "key": {"analyst_prompt_version": "1.0", "cache_schema_version": "1.0", "evaluator_prompt_version": "1.0", "hybrid_review_settings_fingerprint": "a450b3aa12c2d203d186f43c8834e22a459741f9a833202d5dfe6cff36d407da", "model": "gpt-5.4-mini?service_tier=flex", "prepared_review_unit_hash": "b275114c4324c24fe27f939a98c51b45ca12e506126c06cba51a12fe3dc999d8", "prepared_review_unit_schema_version": "1.0"}, "nodes": ["issue:36246", "issue:38175", "issue:38617", "issue:39692", "issue:41628", "issue:41950", "issue:42175", "issue:43065", "issue:43116", "issue:43295", "issue:43388", "issue:43404", "issue:43479", "issue:43540", "issue:43550", "issue:43582", "issue:43644", "issue:43650", "issue:43761", "issue:43976", "issue:44016", "issue:44077", "issue:44079", "issue:44112", "issue:44186", "issue:44190", "issue:44220", "issue:44279", "issue:44355", "issue:44466", "issue:44561", "issue:44683", "issue:44734", "issue:44743", "issue:44855", "issue:44913", "issue:45127", "issue:45216", "issue:45245", "issue:45276", "issue:45357", "issue:45375", "issue:45406", "issue:45446", "issue:45584", "issue:45588", "issue:45600", "issue:45632"], "result": {"analyst_result": {"best_issue_reason": "issue 44466 is the best cluster representative because it captures the shared lm_head / tied-weight serialization theme in a model-agnostic way, whereas the other nearby issues are more specialized.", "best_pr_reason": null, "canonical_issue_reason": "issue 44466 is the most general and central of the tied-weights/serialization reports; it frames the bug broadly and is more representative than the narrower model-specific variants.", "canonical_pr_reason": null, "confidence": 0.34, "soft_edge_verdicts": [{"accept": false, "left": "issue:45127", "reason": "Different failures: LoRA merge / tied embeddings collapse vs incorrect visual encoder keys in save_pretrained.", "right": "issue:45357"}, {"accept": false, "left": "issue:43388", "reason": "Unrelated subsystems: distributed metric gathering label dropping vs Apple Silicon allocator warmup TypeError.", "right": "issue:43582"}, {"accept": false, "left": "issue:43761", "reason": "Different model paths and bugs: CLIPVisionModel hidden_states regression vs Qwen3 recurrent state reset with cache.", "right": "issue:44743"}, {"accept": false, "left": "issue:44855", "reason": "One is a Python 3.13 import/parsing issue in DebertaV2; the other is a flash-attention AttributeError on s_aux=None.", "right": "issue:45588"}, {"accept": false, "left": "issue:43650", "reason": "A placeholder issue title does not match the audio feature extraction bug.", "right": "issue:44220"}, {"accept": false, "left": "issue:44355", "reason": "Both involve Python/runtime errors, but the concrete causes differ: compiled-file execution vs torch.jit parsing of a decorated function.", "right": "issue:44855"}, {"accept": false, "left": "issue:43540", "reason": "Different code paths: Qwen3OmniMoe video input validation vs transformers serve KV-cache continuation indexing.", "right": "issue:44734"}, {"accept": false, "left": "issue:43644", "reason": "Non-persistent buffer junk fill is unrelated to GPTNeoX rotary_pct reload persistence.", "right": "issue:44913"}, {"accept": false, "left": "issue:45276", "reason": "Resize-token-embeddings / tied output embeddings is unrelated to Whisper empty transcription generation.", "right": "issue:45584"}, {"accept": false, "left": "issue:43976", "reason": "Version-support regression vs a specific indentation/parsing failure in a model import.", "right": "issue:44855"}, {"accept": false, "left": "issue:44077", "reason": "Optional post_init handling and ModelOutput key assignment are separate implementation bugs.", "right": "issue:44079"}, {"accept": false, "left": "issue:43404", "reason": "Different multimodal/model-save problems: lm_head tying in Mistral3 vs incorrect Qwen3.5 checkpoint serialization.", "right": "issue:45216"}, {"accept": false, "left": "issue:43550", "reason": "Torch.compile SDPA failure in Bamba is unrelated to loading a local dataset in the image-classification script.", "right": "issue:44190"}, {"accept": false, "left": "issue:43116", "reason": "Different example scripts and symptoms: empty multi-label classification output vs dataset loading failure.", "right": "issue:44190"}, {"accept": false, "left": "issue:43295", "reason": "Processor/tokenizer API regression is not the same bug as Gemma4 resize_token_embeddings not updating embeddings.", "right": "issue:45276"}, {"accept": false, "left": "issue:44112", "reason": "Both are CI-related, but one is a stale GraniteSpeech test and the other is a broken auto_mappings reference cleanup.", "right": "issue:45600"}, {"accept": false, "left": "issue:45245", "reason": "Category-count overflow is unrelated to Whisper generation failing on empty transcription.", "right": "issue:45584"}, {"accept": false, "left": "issue:41950", "reason": "Video-classification processor lookup and a notebook syntax error are not the same underlying issue.", "right": "issue:44016"}, {"accept": false, "left": "issue:39692", "reason": "SigLIP2 docs/example errors are unrelated to the local-dataset loading failure in the image-classification script.", "right": "issue:44190"}, {"accept": false, "left": "issue:36246", "reason": "Both are import errors, but they involve different symbols and causes: a model-specific processor export vs top-level AutoImageProcessor availability.", "right": "issue:41628"}, {"accept": false, "left": "issue:44734", "reason": "Serve KV-cache indexing and trust_remote_code cache-path collisions affect different subsystems and are not mergeable as one fix.", "right": "issue:45632"}, {"accept": false, "left": "issue:43479", "reason": "Different config bugs: default vision/audio config initialization vs missing deepstack_visual_indexes serialization/strict handling.", "right": "issue:45375"}, {"accept": false, "left": "issue:36246", "reason": "Unrelated import failures in different modules with different missing symbols.", "right": "issue:38617"}, {"accept": false, "left": "issue:45406", "reason": "Gemma4Processor missing _tokenizer and trust_remote_code cache collisions are separate failure modes.", "right": "issue:45632"}, {"accept": false, "left": "issue:44561", "reason": "One is an API removal breaking trust_remote_code models; the other is a cache-directory collision bug.", "right": "issue:45632"}, {"accept": false, "left": "issue:44186", "reason": "LayoutLMv2 tokenizer batching/NER crash is unrelated to serve KV-cache continuation indexing.", "right": "issue:44734"}, {"accept": false, "left": "issue:38175", "reason": "Unexpected zero probabilities in SigLIP2 is not the same as a dummy Conv2d in Sam3PixelDecoder.", "right": "issue:43065"}, {"accept": false, "left": "issue:44016", "reason": "Notebook syntax error and fbank feature extraction bug are unrelated.", "right": "issue:44220"}, {"accept": false, "left": "issue:42175", "reason": "TensorFlow extra/dependency packaging issue is not the same as a generic transformers dependency issue.", "right": "issue:44279"}, {"accept": false, "left": "issue:44683", "reason": "Both touch flex_attention, but one is a torch>=2.9 compilation failure and the other is an import/version-check issue; not the same concrete bug.", "right": "issue:45446"}, {"accept": false, "left": "issue:44466", "reason": "Both concern config/state persistence, but tied lm_head serialization and rotary_pct reload are different model behaviors and fixes.", "right": "issue:44913"}], "summary": "This cluster is largely heterogeneous: most pairs are superficially similar but describe different bugs, regressions, or docs/examples. I would not merge any of the soft edges. The only noticeable subtheme is tied-weights / serialization behavior, where issue 44466 is the broadest representative."}, "error_kind": null, "error_message": null, "evaluator_result": null, "evaluator_used": false, "retried": false}, "soft_pairs": ["issue:45127|issue:45357", "issue:43388|issue:43582", "issue:43761|issue:44743", "issue:44855|issue:45588", "issue:43650|issue:44220", "issue:44355|issue:44855", "issue:43540|issue:44734", "issue:43644|issue:44913", "issue:45276|issue:45584", "issue:43976|issue:44855", "issue:44077|issue:44079", "issue:43404|issue:45216", "issue:43550|issue:44190", "issue:43116|issue:44190", "issue:43295|issue:45276", "issue:44112|issue:45600", "issue:45245|issue:45584", "issue:41950|issue:44016", "issue:39692|issue:44190", "issue:36246|issue:41628", "issue:44734|issue:45632", "issue:43479|issue:45375", "issue:36246|issue:38617", "issue:45406|issue:45632", "issue:44561|issue:45632", "issue:44186|issue:44734", "issue:38175|issue:43065", "issue:44016|issue:44220", "issue:42175|issue:44279", "issue:44683|issue:45446", "issue:44466|issue:44913"], "split": true, "trimmed": false}
+{"aggressively_trimmed": false, "budget": {"estimated_eval_tokens": 18568, "estimated_input_tokens": 9156, "item_count": 48, "node_count": 48, "serialized_chars": 36624, "soft_pair_count": 30}, "cached_at": "2026-04-25T18:02:06Z", "key": {"analyst_prompt_version": "1.0", "cache_schema_version": "1.0", "evaluator_prompt_version": "1.0", "hybrid_review_settings_fingerprint": "a450b3aa12c2d203d186f43c8834e22a459741f9a833202d5dfe6cff36d407da", "model": "gpt-5.4-mini?service_tier=flex", "prepared_review_unit_hash": "1f9829933f1fc4e786df6ac7abc182aee684ef2f20d381438a05b646905eb62c", "prepared_review_unit_schema_version": "1.0"}, "nodes": ["issue:42907", "issue:43295", "issue:43299", "issue:43381", "issue:43441", "issue:43479", "issue:43525", "issue:43526", "issue:43531", "issue:43577", "issue:43643", "issue:43673", "issue:43824", "issue:43854", "issue:43901", "issue:43927", "issue:43976", "issue:44016", "issue:44062", "issue:44075", "issue:44112", "issue:44242", "issue:44246", "issue:44279", "issue:44336", "issue:44351", "issue:44368", "issue:44496", "issue:44521", "issue:44683", "issue:44933", "issue:44964", "issue:44987", "issue:45003", "issue:45042", "issue:45200", "issue:45216", "issue:45278", "issue:45325", "issue:45335", "issue:45357", "issue:45405", "issue:45542", "issue:45561", "issue:45584", "issue:45593", "issue:45600", "issue:45632"], "result": {"analyst_result": {"best_issue_reason": "43824 is the best representative issue in this noisy set: it has the clearest, most central regression signal and the strongest engagement, even though the cluster is not truly duplicate-heavy.", "best_pr_reason": null, "canonical_issue_reason": "43824 is the strongest anchor only because it has the widest impact signal (high discussion/inbound refs) and represents the broad \"public API import broke\" theme better than the others.", "canonical_pr_reason": null, "confidence": 0.68, "soft_edge_verdicts": [{"accept": false, "left": "issue:44246", "reason": "Different problems: import latency vs unsafe sys.modules access; no same concrete bug.", "right": "issue:45003"}, {"accept": false, "left": "issue:43299", "reason": "Both are model regressions, but one is a Qwen3VL load failure and the other is a Qwen3.5 save_pretrained checkpoint bug.", "right": "issue:45216"}, {"accept": false, "left": "issue:43643", "reason": "Both involve config/model loading, but the root causes differ: missing fields after trust_remote_code vs unrecognized model_type.", "right": "issue:44496"}, {"accept": false, "left": "issue:42907", "reason": "Same family name, but one is save/load for dequantized models and the other is a FlashAttention runtime failure.", "right": "issue:43441"}, {"accept": false, "left": "issue:43295", "reason": "Unrelated code paths: processor/tokenizer image handling vs resize_token_embeddings not propagating to decoder embeddings.", "right": "issue:45335"}, {"accept": false, "left": "issue:44016", "reason": "Notebook syntax error and AddedToken keyword conflict are unrelated bugs.", "right": "issue:44062"}, {"accept": false, "left": "issue:44964", "reason": "Model-loading failure vs stale auto_mappings references in CI; not the same underlying issue.", "right": "issue:45600"}, {"accept": false, "left": "issue:43976", "reason": "Python version compatibility problem vs a model-loading regression; different causes and fixes.", "right": "issue:44987"}, {"accept": false, "left": "issue:43673", "reason": "Generation cache bug during chunked_prefill is unrelated to ANSI output in loading_report.", "right": "issue:44336"}, {"accept": false, "left": "issue:44112", "reason": "CI stale test failure is not the same as a runtime model-loading issue.", "right": "issue:44964"}, {"accept": false, "left": "issue:43531", "reason": "Qwen3-MoE sliding_window behavior and stale config mappings are unrelated.", "right": "issue:45600"}, {"accept": false, "left": "issue:45335", "reason": "Different models and different paths: embedding resize bug vs Whisper empty-transcription generation failure.", "right": "issue:45584"}, {"accept": false, "left": "issue:45561", "reason": "Both mention file-path issues, but one is xdist captured_info race and the other is trust_remote_code cache path collision.", "right": "issue:45632"}, {"accept": false, "left": "issue:43824", "reason": "Both are import errors, but they reference different missing symbols/modules and different breakage surfaces.", "right": "issue:44933"}, {"accept": false, "left": "issue:43976", "reason": "A Python-version incompatibility is not the same as a generic dependency issue.", "right": "issue:44279"}, {"accept": false, "left": "issue:44496", "reason": "Unrecognized model config and unnecessary torchvision dependency are distinct load-path problems.", "right": "issue:45042"}, {"accept": false, "left": "issue:43854", "reason": "Different model families and different failure modes; not mergeable into one fix.", "right": "issue:44964"}, {"accept": false, "left": "issue:43577", "reason": "Loading-time dtype propagation bug vs save_pretrained checkpoint corruption are separate issues.", "right": "issue:45216"}, {"accept": false, "left": "issue:43299", "reason": "Load failure for Qwen3VL MoE vs incorrect visual encoder keys on Qwen3.5 save_pretrained.", "right": "issue:45357"}, {"accept": false, "left": "issue:43526", "reason": "Image-processor label reduction bug and docs mismatch for return_all_scores are unrelated.", "right": "issue:43901"}, {"accept": false, "left": "issue:44075", "reason": "SGD args not used and a tie_word_embeddings warning are not the same code-path bug.", "right": "issue:44368"}, {"accept": false, "left": "issue:44521", "reason": "Different multimodal bugs in different areas: assistant masks vs rope position scaling.", "right": "issue:45325"}, {"accept": false, "left": "issue:44242", "reason": "Load-balancing loss and mm_token_type_ids defaulting are separate training/config issues.", "right": "issue:45200"}, {"accept": false, "left": "issue:43381", "reason": "Gradient-checkpointing eval-mode behavior and D-FINE auxiliary loss omission are unrelated.", "right": "issue:45593"}, {"accept": false, "left": "issue:44351", "reason": "Specific missing HybridCache import vs a broad report of many import errors; not the same concrete bug.", "right": "issue:45278"}, {"accept": false, "left": "issue:43901", "reason": "Documentation drift is not the same as a model-type/config loading failure.", "right": "issue:44496"}, {"accept": false, "left": "issue:43976", "reason": "Python support mismatch and an unreleased dependency pin are different dependency problems.", "right": "issue:45405"}, {"accept": false, "left": "issue:44683", "reason": "Torch flex_attention compilation failure is unrelated to TensorFlow/tensorboard backend detection.", "right": "issue:45542"}, {"accept": false, "left": "issue:43479", "reason": "Both are config initialization bugs, but they affect different models and different missing/default fields.", "right": "issue:43525"}, {"accept": false, "left": "issue:45561", "reason": "Two separate file/race issues in different subsystems; they do not look like one underlying bug.", "right": "issue:45632"}], "summary": "This cluster looks like a broad false-positive mix of unrelated Transformers regressions (imports, config save/load, model loading, training, docs, and test flakes). None of the proposed soft pairs appear to be the same underlying bug/change, so all are rejected. If forced to anchor the set, issue 43824 is the broadest and most-referenced API breakage report."}, "error_kind": null, "error_message": null, "evaluator_result": null, "evaluator_used": false, "retried": false}, "soft_pairs": ["issue:44246|issue:45003", "issue:43299|issue:45216", "issue:43643|issue:44496", "issue:42907|issue:43441", "issue:43295|issue:45335", "issue:44016|issue:44062", "issue:44964|issue:45600", "issue:43976|issue:44987", "issue:43673|issue:44336", "issue:44112|issue:44964", "issue:43531|issue:45600", "issue:45335|issue:45584", "issue:45561|issue:45632", "issue:43824|issue:44933", "issue:43976|issue:44279", "issue:44496|issue:45042", "issue:43854|issue:44964", "issue:43577|issue:45216", "issue:43299|issue:45357", "issue:43526|issue:43901", "issue:44075|issue:44368", "issue:44521|issue:45325", "issue:44242|issue:45200", "issue:43381|issue:45593", "issue:44351|issue:45278", "issue:43927|issue:45632", "issue:43901|issue:44496", "issue:43976|issue:45405", "issue:44683|issue:45542", "issue:43479|issue:43525"], "split": true, "trimmed": false}