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1.8446744073709552e+19, "minimum": 0, "value_types": [ "integer" ] }, "id": { "calibration_values": [ "$RESPONSE_VALUE" ], "max_length": 536870912, "min_length": 0, "value_types": [ "string" ] }, "mayhem": { "calibration_values": [ {} ], "value_types": [ "object" ] }, "model": { "calibration_values": [ "$RESPONSE_VALUE" ], "max_length": 536870912, "min_length": 0, "value_types": [ "string" ] }, "object": { "calibration_values": [ "$RESPONSE_VALUE" ], "max_length": 536870912, "min_length": 0, "value_types": [ "string" ] }, "usage": { "calibration_values": [ {} ], "value_types": [ "object" ] } }, "response_attributes": [ "id", "object", "created", "model", "choices", "usage", "mayhem" ], "speciality_mappings": { "thinking_mode": { "native_path": "enable_thinking", "request_path": "thinking_mode", "target": "chat_template_kwarg" }, "visual_token_budget": { "native_path": "mtmd.image_token_budget", "request_path": "visual_token_budget", "target": "backend_parameter" } } } ], 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google/gemma-4-E4B-it model card documents visual token budgets 70/140/280/560/1120 with 280 as the default; llama.cpp maps this to mtmd.image_token_budget." ] } ], "tool_call_strategy": "gemma_function_call" }, "artifacts": { "gguf-q4_k_m": { "artifact_root": "8ce9eb721bce597b57398bef795050d5a900bc9c609a6a3510fb5ef335c8ae30", "artifact_root_kind": "blake3_merkle_v1", "download_check": true, "engine": "llama.cpp", "notes": "Admin-mirrored immutable Q4_K_M GGUF; exact BF16 multimodal projector is mandatory.", "path": "gemma-4-E4B-it-Q4_K_M.gguf", "sidecars": { "mmproj": { "artifact_root": "2e52f62c42ec6d7835d3bbb8e387cca6319716b1fde4da31a93499a9dd899e3b", "artifact_root_kind": "blake3_merkle_v1", "path": "mmproj-gemma-4-E4B-it-BF16.gguf", "source": { "kind": "huggingface", "publisher_key": "huggingface-repo", "repo": "TracNetwork/mayhem-catalog-google-gemma-4-E4B-it-GGUF", "revision": "68772908c9431af9c9bfc3cee0ebefcd74995891" }, "source_sha256": 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"da", "de", "el", "en", "es", "fa", "fi", "fr", "he", "hi", "hr", "ht", "hu", "id", "is", "it", "ja", "ko", "la", "lt", "ms", "ne", "nl", "no", "pa", "pl", "pt", "ro", "ru", "sa", "sk", "sr", "sv", "sw", "ta", "te", "th", "tl", "tr", "uk", "ur", "vi", "yue", "zh", "unknown" ] } }, "response_attribute_specs": { "content_type": { "value_types": [ "string" ], "min_length": 0, "max_length": 536870912, "calibration_values": [ "$RESPONSE_VALUE" ] }, "id": { "value_types": [ "string" ], "min_length": 0, "max_length": 536870912, "calibration_values": [ "$RESPONSE_VALUE" ] }, "mayhem": { "value_types": [ "object" ], "calibration_values": [ {} ] }, "music": { "value_types": [ "string" ], "min_length": 0, "max_length": 536870912, "calibration_values": [ "$RESPONSE_VALUE" ] }, "object": { "value_types": [ "string" ], "min_length": 0, "max_length": 536870912, "calibration_values": [ "$RESPONSE_VALUE" ] }, "usage": { "value_types": [ "object" ], "calibration_values": [ {} ] } }, "interaction_groups": [ [ "steps", "guidance_scale", "seed", "shift", "infer_method", "adg", "cfg_interval_start", "cfg_interval_end" ], [ "thinking", "lm_temperature", "lm_cfg_scale", "lm_top_k", "lm_top_p", "lm_negative_prompt", "use_cot_metas", "use_cot_caption", "use_cot_language", "constrained_decoding" ], [ "task_type", "source_audio", "reference_audio" ], [ "repaint_start", "repaint_end", "repaint_mode", "chunk_mask_mode", "source_audio" ], [ "repaint_strength", "source_audio" ], [ "cover_strength", "cover_noise_strength", "source_audio" ], [ "sampler", "velocity_norm_threshold", "velocity_ema_factor", "dcw_enabled", "dcw_mode", "dcw_scaler", "dcw_high_scaler", "dcw_wavelet" ], [ "response_format", "mp3_bitrate", "mp3_sample_rate", "enable_normalization", "normalization_db", "fade_in_duration", "fade_out_duration", "latent_shift", "latent_rescale" ], [ "retake_seed", "retake_variance", "flow_edit_morph", "flow_edit_source_caption", "flow_edit_source_lyrics", "flow_edit_n_min", "flow_edit_n_max", "flow_edit_n_avg" ] ] }, { "family": "mayhem_audio_generations", "request_attributes": [ "model", "prompt", "duration_seconds", "response_format", "guidance_scale", "seed" ], "required_request_attributes": [ "model", "prompt" ], "response_attributes": [ "id", "object", "audio", "content_type", "usage", "mayhem" ], "required_response_attributes": [ "id", "object", "audio", "content_type", "usage", "mayhem" ], "request_attribute_specs": { "model": { "value_types": [ "string" ], "calibration_values": [ "acestep/ace-step-1.5" ], "enum_values": [ "acestep/ace-step-1.5" ] }, "prompt": { "value_types": [ "string" ], "min_length": 1, "max_length": 512, "calibration_values": [ "Mayhem calibration" ] }, "duration_seconds": { "value_types": [ "number" ], "minimum": 10, "maximum": 600, "calibration_values": [ 10, 30 ], "default": 10 }, "response_format": { "value_types": [ "string" ], "default": "flac", "enum_values": [ "flac", "opus", "aac", "wav", "mp3" ], "calibration_values": [ "flac", "opus", "aac", "wav", "mp3" ] }, "guidance_scale": { "value_types": [ "number" ], "minimum": 1, "maximum": 15, "calibration_values": [ 1, 7, 15 ], "default": 7 }, "seed": { "value_types": [ "integer" ], "minimum": 0, "maximum": 4294967295, "calibration_values": [ 7 ] } }, "response_attribute_specs": { "audio": { "value_types": [ "string" ], "min_length": 0, "max_length": 536870912, "calibration_values": [ "$RESPONSE_VALUE" ] }, "content_type": { "value_types": [ "string" ], "min_length": 0, "max_length": 536870912, "calibration_values": [ "$RESPONSE_VALUE" ] }, "id": { "value_types": [ "string" ], "min_length": 0, "max_length": 536870912, "calibration_values": [ "$RESPONSE_VALUE" ] }, "mayhem": { "value_types": [ "object" ], "calibration_values": [ {} ] }, "object": { "value_types": [ "string" ], "min_length": 0, "max_length": 536870912, "calibration_values": [ "$RESPONSE_VALUE" ] }, "usage": { "value_types": [ "object" ], "calibration_values": [ {} ] } }, "interaction_groups": [] }, { "family": "hf_text_to_audio", "request_attributes": [ "inputs", "parameters.duration_seconds", "parameters.guidance_scale", "parameters.seed" ], "required_request_attributes": [ "inputs" ], "response_attributes": [ "audio", "sampling_rate", "content_type", "usage", "mayhem" ], "required_response_attributes": [ "audio", "sampling_rate", "content_type", "usage", "mayhem" ], "request_attribute_specs": { "inputs": { "value_types": [ "string" ], "min_length": 1, "max_length": 512, "calibration_values": [ "Mayhem calibration" ] }, "parameters.duration_seconds": { "value_types": [ "number" ], "minimum": 10, "maximum": 600, "calibration_values": [ 10, 30 ], "default": 10 }, "parameters.guidance_scale": { "value_types": [ "number" ], "minimum": 1, "maximum": 15, "calibration_values": [ 1, 7, 15 ], "default": 7 }, "parameters.seed": { "value_types": [ "integer" ], "minimum": 0, "maximum": 4294967295, "calibration_values": [ 7 ] } }, "response_attribute_specs": { 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Exact GGUF/CUDA, GB10, and MLX proofs are required before launch publication." ], "calibrated_fingerprints": { "mlx-q4": { "audio": "15734b3cbfae1fac90403a6068f79d91c99a086632c7cbfeaf291909c6de2ea7", "image": "641d00c6883931cbbf1b3b6bd09fcbd3935f6fef859824ebe66a8ac0bd716cff", "video": "15734b3cbfae1fac90403a6068f79d91c99a086632c7cbfeaf291909c6de2ea7" }, "gguf-q4_k_m": { "audio": "08af81228165fedb63c9e940b8aef5b8722885ea9819a62b247c1cf5ea67ee1e", "image": "04c18d61ca588efb49f6b05318c24f27f286f29f302f6374fdeb4df7eacf8184", "video": "08af81228165fedb63c9e940b8aef5b8722885ea9819a62b247c1cf5ea67ee1e" } }, "resource_profiles": { "mlx-q4": { "audio": { "unit": "second", "measurement_source": "process_rss; pool=system_memory; host available memory; --memory-reserve override 16.00GiB", "max_item_bytes": 535666, "max_item_units": 6, "measured_item_bytes": 535666, "measured_item_units": 6, "measured_working_set_bytes": 10215014400, "calibration_baseline_memory_bytes": 19143770112, "calibration_peak_memory_bytes": 29358784512, "calibration_f13_budget_bytes": 120259084288, "default_max_inflight_items": 1, "default_max_items_per_request": 1 }, "image": { "unit": "pixel", "measurement_source": "process_rss; pool=system_memory; host available memory; --memory-reserve override 16.00GiB", "max_item_bytes": 38181, "max_item_units": 315392, "measured_item_bytes": 38181, "measured_item_units": 315392, "measured_working_set_bytes": 14618132480, "calibration_baseline_memory_bytes": 8761425920, "calibration_peak_memory_bytes": 23379558400, "calibration_f13_budget_bytes": 120259084288, "default_max_inflight_items": 1, "default_max_items_per_request": 1 }, "video": { "unit": "frame", "measurement_source": "process_rss; pool=system_memory; host available memory; --memory-reserve override 16.00GiB", "max_item_bytes": 535666, "max_item_units": 121, "measured_item_bytes": 535666, "measured_item_units": 121, "measured_working_set_bytes": 10215014400, "calibration_baseline_memory_bytes": 19143770112, "calibration_peak_memory_bytes": 29358784512, "calibration_f13_budget_bytes": 120259084288, "default_max_inflight_items": 1, "default_max_items_per_request": 1 } }, "gguf-q4_k_m": { "audio": { "unit": "second", "measurement_source": "process_rss; pool=system_memory; host available memory; --memory-reserve override 16.00GiB", "max_item_bytes": 398025, "max_item_units": 6, "measured_item_bytes": 398025, "measured_item_units": 6, "measured_working_set_bytes": 5773377536, "calibration_baseline_memory_bytes": 48761774080, "calibration_peak_memory_bytes": 54535151616, "calibration_f13_budget_bytes": 100376428544, "default_max_inflight_items": 1, "default_max_items_per_request": 1 }, "image": { "unit": "pixel", "measurement_source": "process_rss; pool=system_memory; host available memory; --memory-reserve override 16.00GiB", "max_item_bytes": 38181, "max_item_units": 315392, "measured_item_bytes": 38181, "measured_item_units": 315392, "measured_working_set_bytes": 5773377536, "calibration_baseline_memory_bytes": 48761774080, "calibration_peak_memory_bytes": 54535151616, "calibration_f13_budget_bytes": 100376428544, "default_max_inflight_items": 1, "default_max_items_per_request": 1 }, "video": { "unit": "frame", "measurement_source": "process_rss; pool=system_memory; host available memory; --memory-reserve override 16.00GiB", "max_item_bytes": 398025, "max_item_units": 121, "measured_item_bytes": 398025, "measured_item_units": 121, "measured_working_set_bytes": 5773377536, "calibration_baseline_memory_bytes": 48761774080, "calibration_peak_memory_bytes": 54535151616, "calibration_f13_budget_bytes": 100376428544, "default_max_inflight_items": 1, "default_max_items_per_request": 1 } } } }, "speciality_assessment": { "detected": [ "negative_prompt", "prompt_enhancer" ], "evidence": [ "Sulphur uses a fixed distilled 8+3 denoise schedule and does not expose a user-selected step count.", "Negative prompting is a signed CUDA/GGUF-only capability; the MLX artifact supports only the empty/off level.", "Optional prompt enhancement uses the exact signed uncensored GGUF and projector, is explicitly selected per request, and remains in the artifact market's normal rate." ], "unsupported": {}, "calibrated": { "gguf-q4_k_m": { "negative_prompt": { "off": { "fingerprint": "d37706721d8cd741fb0178bba3fbc58f719cecf56685d19fff72f23eb454bf1c", "verification_method": "video_av_fingerprint", "token_prefixes": {}, "output_tokens_min": 0, "output_tokens_max": 0, "reasoning_tokens_min": 0, "reasoning_tokens_max": 0 }, "on": { "fingerprint": "601b3b727ed8069fefb684f0d598d167af5f18a6eab45f0f1fa32b3a0ff540c3", "verification_method": "video_av_fingerprint", "token_prefixes": {}, "output_tokens_min": 0, "output_tokens_max": 0, "reasoning_tokens_min": 0, "reasoning_tokens_max": 0 } }, "prompt_enhancer": { "off": { "fingerprint": "d37706721d8cd741fb0178bba3fbc58f719cecf56685d19fff72f23eb454bf1c", "verification_method": "video_av_fingerprint", "token_prefixes": {}, "output_tokens_min": 0, "output_tokens_max": 0, "reasoning_tokens_min": 0, "reasoning_tokens_max": 0 }, "on": { "fingerprint": "e993f970d7ffb81adc4c01efd3d9bad6529cacdb8a528b36b2c5a81b6f257f80", "verification_method": "video_av_fingerprint", "token_prefixes": {}, "output_tokens_min": 0, "output_tokens_max": 0, "reasoning_tokens_min": 0, "reasoning_tokens_max": 0 } } }, "mlx-q4": { "negative_prompt": { "off": { "fingerprint": "2d90597c98cc6456bb37ca2a522ca9a03854930c9720c02197093b81d1e18878", "verification_method": "video_av_fingerprint", "token_prefixes": {}, "output_tokens_min": 0, "output_tokens_max": 0, "reasoning_tokens_min": 0, "reasoning_tokens_max": 0 } }, "prompt_enhancer": { "off": { "fingerprint": "2d90597c98cc6456bb37ca2a522ca9a03854930c9720c02197093b81d1e18878", "verification_method": "video_av_fingerprint", "token_prefixes": {}, "output_tokens_min": 0, "output_tokens_max": 0, "reasoning_tokens_min": 0, "reasoning_tokens_max": 0 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