language-perceiver-mic / integration.json
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Publish MIC usage, slim fixture and reviewed Transformers expectations
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{
"mic": "0.3",
"name": "Perceiver masked language modeling",
"usage": "PerceiverTokenizer + PerceiverForMaskedLM, byte-level masked LM with two sentences",
"architecture": "PerceiverForMaskedLM",
"checkpoints": {
"deepmind/language-perceiver": {
"fixture": "huggingface-mic/language-perceiver-mic"
}
},
"fixtures": {
"huggingface-mic/language-perceiver-mic": {
"built_from": "deepmind/language-perceiver",
"covers": [
"deepmind/language-perceiver"
],
"build": {
"seed": 17
}
}
},
"integrations": {
"transformers": {
"entry_point": "integrations/transformers/usage.md",
"format": "runnable-markdown",
"requires": [
"transformers>=5",
"torch"
],
"targets": [
"fixtures",
"checkpoints"
],
"variants": {
"default": {},
"eager": {
"attn_implementation": "eager"
},
"bfloat16": {
"dtype": "bfloat16"
}
},
"training": true,
"resources": {
"fixture": {
"memory_gb": 1,
"download_mb": 50
},
"deepmind/language-perceiver": {
"memory_gb": 3,
"download_mb": 1100,
"gpu_memory_gb": 2
}
}
}
},
"outputs": {
"runtime": {
"compare": "exact"
},
"masked_logits": {
"compare": "allclose",
"atol": 0.0001,
"rtol": 0.0001
},
"training.loss": {
"compare": "allclose",
"atol": 0.0001,
"rtol": 0.0001
},
"training.gradients": {
"compare": "all_true"
},
"training.updated": {
"compare": "true"
}
}
}