{ "mic": "0.3", "name": "T5 text-to-text generation", "usage": "AutoTokenizer + AutoModelForSeq2SeqLM.generate, batched", "architecture": "T5ForConditionalGeneration, UMT5ForConditionalGeneration", "checkpoints": { "google-t5/t5-small": { "fixture": "hf-internal-testing/mic-t5-slim" } }, "fixtures": { "hf-internal-testing/mic-t5-slim": { "built_from": "google-t5/t5-small", "covers": [ "google-t5/t5-small" ], "build": { "seed": 17 } } }, "integrations": { "transformers": { "entry_point": "integrations/transformers/usage.md", "format": "runnable-markdown", "requires": [ "transformers>=5", "torch", "sentencepiece" ], "targets": [ "fixtures" ], "unsupported": { "google/umt5-small": "config.json has no model_type, so AutoModelForSeq2SeqLM cannot load it; the fixture (saved with model_type umt5) covers the UMT5 code path" }, "variants": { "default": {}, "eager": { "attn_implementation": "eager" }, "bfloat16": { "dtype": "bfloat16" } }, "training": true, "resources": { "fixture": { "memory_gb": 1, "download_mb": 150 }, "google-t5/t5-small": { "memory_gb": 1, "download_mb": 242 } } } }, "outputs": { "runtime": { "compare": "exact" }, "generated_tokens": { "compare": "exact" }, "generated_text": { "compare": "exact" }, "label_logprobs": { "compare": "allclose", "atol": 0.0001, "rtol": 0.0001 }, "decoded_roundtrip": { "compare": "exact" }, "training.loss": { "compare": "allclose", "atol": 0.0001, "rtol": 0.0001 }, "training.gradients": { "compare": "all_true" }, "training.updated": { "compare": "true" } } }