llm-memory-editability / docs /development-artifacts /loop-kv-learning-development-v1 /source /configs /loop-kv-learning-development-v1.json
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8.51 kB
| { | |
| "runtime": { | |
| "docker_context": "lm-memory", | |
| "docker_host": "unix:///run/docker-lm-memory/docker.sock", | |
| "image": "sha256:a994f1a1886220693eb26b7ff201147fbd4b49477d335ab2707330cab771063f", | |
| "python": "/opt/conda/bin/python", | |
| "cpus": 4, | |
| "memory": "32g", | |
| "env": { | |
| "PYTHONDONTWRITEBYTECODE": "1", | |
| "XDG_CACHE_HOME": "/tmp/cache", | |
| "TORCH_HOME": "/tmp/torch", | |
| "TORCHINDUCTOR_CACHE_DIR": "/tmp/torchinductor", | |
| "TRITON_CACHE_DIR": "/tmp/triton" | |
| } | |
| }, | |
| "batch": "loop-kv-learning-development-v1", | |
| "module": "loop_kv_learning_train", | |
| "gpus": [ | |
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| "dropout": 0.0 | |
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| "tokenizer": "/ossfs/workspace/llm-memory-editability/data/realworld-composition-v1/tokenizer", | |
| "stage_a_steps": 8000, | |
| "stage_b_steps": 4000, | |
| "batch_size": 128, | |
| "microbatch_size": 128, | |
| "learning_rate": 0.0003, | |
| "weight_decay": 0.1, | |
| "warmup_steps": 200, | |
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| "evaluation_batch_size": 64, | |
| "checkpoint_interval": 500, | |
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| "cpu_threads": 2, | |
| "tracking_group": "loop-kv-learning-development-v1", | |
| "name": "dev-w256-standard-i870071", | |
| "history": "sequential_composition", | |
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| "arm": "standard", | |
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| { | |
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| "data_sha256": "3f66cd319651dd4c7e5e060d2cfdb00fedf2f15839862a309097ae17b9a2d7e6", | |
| "tokenizer": "/ossfs/workspace/llm-memory-editability/data/realworld-composition-v1/tokenizer", | |
| "stage_a_steps": 8000, | |
| "stage_b_steps": 4000, | |
| "batch_size": 128, | |
| "microbatch_size": 128, | |
| "learning_rate": 0.0003, | |
| "weight_decay": 0.1, | |
| "warmup_steps": 200, | |
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| "evaluation_batch_size": 64, | |
| "checkpoint_interval": 500, | |
| "status_interval": 50, | |
| "cpu_threads": 2, | |
| "tracking_group": "loop-kv-learning-development-v1", | |
| "name": "dev-w256-loop-kv-i870071", | |
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| "arm": "loop_shared_kv", | |
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| }, | |
| { | |
| "phase": "development", | |
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| "attention_heads": 8, | |
| "dropout": 0.0 | |
| }, | |
| "data_file": "/ossfs/workspace/llm-memory-editability/data/sequential-transfer-v1/development.json", | |
| "data_sha256": "3f66cd319651dd4c7e5e060d2cfdb00fedf2f15839862a309097ae17b9a2d7e6", | |
| "tokenizer": "/ossfs/workspace/llm-memory-editability/data/realworld-composition-v1/tokenizer", | |
| "stage_a_steps": 8000, | |
| "stage_b_steps": 4000, | |
| "batch_size": 128, | |
| "microbatch_size": 128, | |
| "learning_rate": 0.0003, | |
| "weight_decay": 0.1, | |
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| "tracking_group": "loop-kv-learning-development-v1", | |
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| "dropout": 0.0 | |
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| "data_sha256": "3f66cd319651dd4c7e5e060d2cfdb00fedf2f15839862a309097ae17b9a2d7e6", | |
| "tokenizer": "/ossfs/workspace/llm-memory-editability/data/realworld-composition-v1/tokenizer", | |
| "stage_a_steps": 8000, | |
| "stage_b_steps": 4000, | |
| "batch_size": 128, | |
| "microbatch_size": 128, | |
| "learning_rate": 0.0003, | |
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| "tracking_group": "loop-kv-learning-development-v1", | |
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| "arm": "loop_shared_kv", | |
| "base_unique_blocks": 2, | |
| "initialization_reference_layers": 8, | |
| "replay_source": "full_stage_a" | |
| } | |
| ], | |
| "reused_runs": [ | |
| { | |
| "arm": "loop_local", | |
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| "run_dir": "/ossfs/workspace/llm-memory-editability/results/loop-learning-development-v1/runs/dev-w256-b2-r2-i870071-shared" | |
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| ], | |
| "additional_sources": [ | |
| "tests/test_loop_kv_learning.py", | |
| "tests/test_loop_learning.py", | |
| "tests/test_loop_learning_train.py", | |
| "tests/test_sequential_transfer.py", | |
| "scripts/validate_loop_kv_learning.py", | |
| "scripts/report_loop_kv_learning.py", | |
| "scripts/report_loop_learning.py", | |
| "scripts/audit_loop_learning_tracking.py", | |
| "docs/development-artifacts/loop-kv-learning-development-v1/protocol.md", | |
| "docs/development-artifacts/loop-kv-learning-development-v1/preflight-v2/dev-w256-standard-i870071/preflight.json", | |
| "docs/development-artifacts/loop-kv-learning-development-v1/preflight-v2/dev-w256-standard-i870071/reuse-contract.json", | |
| "docs/development-artifacts/loop-kv-learning-development-v1/preflight-v2/dev-w256-loop-kv-i870071/preflight.json", | |
| "docs/development-artifacts/loop-kv-learning-development-v1/preflight-v2/dev-w256-loop-kv-i870071/reuse-contract.json", | |
| "docs/development-artifacts/loop-kv-learning-development-v1/preflight-v2/dev-w256-standard-i870072/preflight.json", | |
| "docs/development-artifacts/loop-kv-learning-development-v1/preflight-v2/dev-w256-standard-i870072/reuse-contract.json", | |
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| "docs/development-artifacts/loop-kv-learning-development-v1/preflight-v2/dev-w256-loop-kv-i870072/reuse-contract.json", | |
| "docs/development-artifacts/loop-kv-learning-development-v1/validation.json" | |
| ] | |
| } | |