Download reports/layer_002.json from maxzameer/phi-4-ElasticBit: direct link, hf CLI and curl.
- Browser
- Download file 2.45 kB
-
https://huggingface.co/maxzameer/phi-4-ElasticBit/resolve/main/reports/layer_002.json
- Command line
-
hf download hf://maxzameer/phi-4-ElasticBit/reports/layer_002.json
-
curl -L -o layer_002.json https://huggingface.co/maxzameer/phi-4-ElasticBit/resolve/main/reports/layer_002.json
2.45 kB
| { | |
| "layerIndex": 2, | |
| "artifactPath": "layers/layer_002.elasticbit", | |
| "artifactBytes": 286782490, | |
| "artifactSha256": "cf55b102dcc51da7edc80ca826a2ad8ea43c79dec1255df8924ffbb9a8a1ecb2", | |
| "artifactType": "elasticbit-block-root-v1", | |
| "sourceLayerBytesFP16": 681594880, | |
| "compressionSeconds": 5.429288625717163, | |
| "threshold": 0.01, | |
| "device": "cuda:0", | |
| "elasticBitCudaDeviceIndex": 0, | |
| "matrixSummary": { | |
| "count": 4, | |
| "histogram": { | |
| "8": 2, | |
| "7": 1, | |
| "6": 1 | |
| }, | |
| "effectiveBits": 7.346153846153846, | |
| "originalBytes": 681574400, | |
| "storageBytes": 313149440, | |
| "storageReduction": 0.5405498798076923, | |
| "maxMatrixError": 0.00957441795617342 | |
| }, | |
| "isolatedCalibrationValidation": { | |
| "relativeL2": 0.0072191223096902055, | |
| "maxAbsDiff": 3.875 | |
| }, | |
| "independentValidation": { | |
| "relativeL2": 0.007312040524336951, | |
| "maxAbsDiff": 3.625 | |
| }, | |
| "artifactRoundTripValidation": { | |
| "relativeL2": 0.0, | |
| "maxAbsDiff": 0.0 | |
| }, | |
| "artifactRoundTripLowMem": { | |
| "placeholderCount": 4, | |
| "avoidedDenseBytesApproxFP16": 681574400, | |
| "preloadedStateSlots": 2, | |
| "movedNonPersistentBuffers": [], | |
| "postloadExactStateSlots": 2, | |
| "checkedStateDtypes": 2, | |
| "dtypeMismatchCount": 0, | |
| "stateValueMismatchCount": 0 | |
| }, | |
| "artifactRoundTripDevice": "cuda:0", | |
| "matrices": [ | |
| { | |
| "name": "block.self_attn.o_proj", | |
| "storageBits": 8, | |
| "executionWidth": 8, | |
| "error": 0.00939763244241476, | |
| "storageBytes": 26234880, | |
| "executionBytes": 26234880, | |
| "originalBytes": 52428800, | |
| "memoryReduction": 0.499609375 | |
| }, | |
| { | |
| "name": "block.self_attn.qkv_proj", | |
| "storageBits": 7, | |
| "executionWidth": 8, | |
| "error": 0.00753616401925683, | |
| "storageBytes": 34437120, | |
| "executionBytes": 39352320, | |
| "originalBytes": 78643200, | |
| "memoryReduction": 0.562109375 | |
| }, | |
| { | |
| "name": "block.mlp.gate_up_proj", | |
| "storageBits": 8, | |
| "executionWidth": 8, | |
| "error": 0.007165043614804745, | |
| "storageBytes": 183644160, | |
| "executionBytes": 183644160, | |
| "originalBytes": 367001600, | |
| "memoryReduction": 0.499609375 | |
| }, | |
| { | |
| "name": "block.mlp.down_proj", | |
| "storageBits": 6, | |
| "executionWidth": 8, | |
| "error": 0.00957441795617342, | |
| "storageBytes": 68833280, | |
| "executionBytes": 91770880, | |
| "originalBytes": 183500800, | |
| "memoryReduction": 0.6248883928571429 | |
| } | |
| ] | |
| } |