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Model: AMAImedia/Qwen3-32B-T-pro-it-2.1-NOESIS-AWQ-INT4 Source: Original Platform
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noesis_provenance.json
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noesis_provenance.json
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{
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"noesis_version": "v14.1",
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"framework": "DHCF-FNO",
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"founder": "Ilia Bolotnikov",
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"organization": "AMAImedia.com",
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"source_model": "t-tech/T-pro-it-2.1",
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"source_format": "BF16 safetensors",
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"source_license": "Apache-2.0",
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"base_model": "Qwen/Qwen3-32B",
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"architecture": "Qwen3ForCausalLM (DENSE decoder-only, NOT MoE; 3 GRPO experts SLERP-merged offline into single weights)",
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"vocab_size": 151936,
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"languages": [
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"ru",
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"en",
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"uk",
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"be"
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],
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"quantization": {
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"method": "AWQ",
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"library": "autoawq 0.2.9",
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"zero_point": true,
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"q_group_size": 128,
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"w_bit": 4,
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"version": "GEMM"
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},
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"calibration": {
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"samples": 128,
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"max_seq_len": 512,
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"domain_mix": {
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"ru": 0.7,
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"en": 0.2,
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"code": 0.1
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},
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"source": "in-memory synthetic prompts (NOESIS internal)"
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},
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"specialist_role": "M2-DUB-LM (RU), M4-CHAT (RU), M9-ORCH (RU)",
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"kd_weight_proposed": 0.18,
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"kd_shard": "russian_only",
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"rng_seed": 1729,
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"torch_dtype_quant": "bfloat16"
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}
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