================================================================================ NOESIS-Hy-MT2-7.5B-BF16 — NOESIS Bundle License ================================================================================ This bundle is a NOESIS-fine-tuned derivative of the upstream model tencent/Hy-MT2-7.5B Upstream weights and training code © upstream authors. NOESIS SFT-LoRA fine-tuning, provenance metadata, bundle inventory, sealed-rule annotations, and DHCF-FNO integration notes © AMAImedia 2026 (NOESIS DHCF-FNO project). ================================================================================ LICENSE REGIME — Tencent HY Community License Agreement ================================================================================ Three license gates apply: (1) Territory — EU excluded; (2) 100M MAU cap (separate Tencent license required above); (3) No-KD: outputs cannot be used to train other AI models. Full text in `LICENSE.md`. ================================================================================ STOP — R-NEVER-DELETE-WITHOUT-EXPLICIT-CONSENT (sealed 2026-05-21) This bundle MUST NOT be deleted without an explicit operator instruction "удали " / "delete ". ================================================================================ NOESIS provenance: - Founder: Ilia Bolotnikov - Organization: AMAImedia.com (https://www.amaimedia.com) - X (Twitter): @AMAImediacom (https://x.com/AMAImediacom) - Telegram: @AMAImediacom (https://t.me/AMAImediacom) - NOESIS version: v15.10 - Bundle date: 2026-06-06 NOESIS A/B test (2026-06-06, nt318): garbage% / iso_fit / overlap — measurable improvement vs upstream baseline. See README.md for full table + sample outputs. ================================================================================ UPSTREAM LICENSE TEXT FOLLOWS ================================================================================ # Tencent HY Community License Agreement **Tencent Hy-MT2 Release Date:** May 21, 2026 > ⚠️ **Territorial limitation:** THIS LICENSE AGREEMENT DOES NOT APPLY > IN THE **EUROPEAN UNION** AND IS EXPRESSLY LIMITED TO THE TERRITORY, > AS DEFINED BELOW. > > ✅ **EXPANDED TERRITORY vs HY-MT1.5:** Hy-MT2 (2026-05-21) excludes > **only the EU** — UK and South Korea are now **INCLUDED** in the > Territory (HY-MT1.5 had excluded EU + UK + South Korea). By using this bundle, You are deemed to have recognized and accepted this Agreement, which is effective immediately. --- ## 1. Definitions **(a) "Acceptable Use Policy"** — policy in **Exhibit A**. **(b) "Agreement"** — these terms and conditions. **(c) "Documentation"** — Tencent HY specifications, manuals, docs. **(d) "Hosted Service"** — service via API, web, or remote means. **(e) "Licensee," "You" or "Your"** — person or entity using Tencent HY Works. **(f) "Materials"** — Tencent HY + Documentation. **(g) "Model Derivatives"** — modifications, works based on, or any other ML model created by transfer of patterns of weights / parameters / operations / Output of Tencent HY (including distillation, intermediate-data, or synthetic-data Outputs for training). Outputs by themselves are NOT Model Derivatives. **(h) "Output"** — content output of Tencent HY or a Model Derivative. **(i) "Tencent," "We" or "Us"** — Tencent corporate family. **(j) "Tencent HY"** — LLMs, generation models, multimodal LLMs and software/algorithms, including **Hy-MT2-1.8B / 7B / 30B-A3B** (+ FP8 / GGUF / 2bit-GGUF / 1.25bit-GGUF variants). **(k) "Tencent HY Works"** — Materials + Model Derivatives + derivatives. **(l) "Territory"** — **worldwide territory, excluding the European Union**. **(m) "Third Party"** — entities not under common control with Us or You. **(n) "including"** — including but not limited to. --- ## 2. Grant of Rights For the **Territory only**, non-exclusive, non-transferable, royalty-free limited license to use, reproduce, distribute, create derivative works (including Model Derivatives), and make modifications. --- ## 3. Distribution Distribute Tencent HY Works to Third Parties **exclusively in the Territory**, provided: **(a)** Provide all Third Party recipients a copy of this Agreement; **(b)** Modified files must carry prominent change notices; **(c)** Encouraged: technology blogpost + **"Powered by Tencent HY"** label; **(d)** Non-Hosted-Service distributions must include "Notice" text: *"Tencent HY is licensed under the Tencent HY Community License Agreement, Copyright © 2026 Tencent. All Rights Reserved. The trademark rights of 'Tencent HY' are owned by Tencent or its affiliate."* **(e)** **Provider disclosure** — clearly state actual provider's full legal name + expressly state Tencent is NOT affiliated / sponsoring. --- ## 4. Additional Commercial Terms If MAU > **100 million** on release-date snapshot (2026-05-21), request separate Tencent license. Tencent's sole discretion. --- ## 5. Rules of Use **(a)** Comply with laws and the Acceptable Use Policy. **(b)** **You must not use Tencent HY Works or any Output to improve any other AI model** (only Tencent HY / its Model Derivatives). **(c)** **You must not use Tencent HY Works outside the Territory** (i.e., not in the EU). --- ## 6-9. Standard provisions IP / trademark / patent termination / Output ownership; **"AS IS"**, no warranties; termination on breach; **Hong Kong SAR** law + exclusive jurisdiction. --- ## Exhibit A — Acceptable Use Policy **Last modified:** December 30, 2025 You agree NOT to use Tencent HY or Model Derivatives: 1. Outside the Territory (i.e., in the EU); 2. In violation of applicable laws; 3. To harm Yourself or others; 4. To repurpose / distribute outputs to harm others; 5. To override / circumvent safety guardrails; 6. To exploit / harm minors; 7. To generate verifiably false info to harm others / influence elections; 8. To facilitate false online engagement (fake reviews, bot traffic); 9. To defame / harass others; 10. To generate / disseminate malware (incl. ransomware); 11. To generate / disseminate PII to harm others; 12. To publish machine-generated content without conspicuous disclosure; 13. To impersonate another individual without consent; 14. To make high-stakes automated decisions in sensitive domains; 15. In a manner violating social ethics / moral standards; 16. To perform / facilitate violent extremism or terrorism; 17. To discriminate based on protected characteristics; 18. To exploit vulnerabilities of specific groups; 19. **For military purposes;** 20. To engage in unauthorized professional practice. **END OF TERMS AND CONDITIONS** --- ## Copyright Notice ``` Copyright © 2026 Tencent. All Rights Reserved. — Tencent Hy-MT2-7.5B BF16 base model. Hunyuan Translation Model 2.0 dense 7B variant (HunYuanDenseV1ForCausalLM, hidden 4096, 32 layers, GQA 32/8, 262K context, vocab 128 167), released 2026-05-21 as part of the Hy-MT2 family. "Fast-thinking" multilingual translation — surpasses DeepSeek-V4-Pro and Kimi K2.6 in fast-thinking mode. WMT26 video subtitle translation partner. Distributed under the Tencent HY Community License Agreement (release date: 2026-05-21). Copyright © 2026 AMAImedia — NF4 (bitsandbytes 4-bit, double_quant, bf16 compute) quantization step on top of the local BF16 mirror `NOESIS-3.5B-A0.5B-DUBBING-FILM/Hy-MT2-7.5B-BF16` (which is itself a verbatim mirror of tencent/Hy-MT2-7.5B). Used as **PRIMARY DUB-LM translation backend** inside the NOESIS dubbing pipeline (Tier-1 / Tier-2 language coverage, live voice translate scenarios) per the new tier rule R-MT-PRIMARY-7B-NF4-FALLBACK-1.8B. NF4 quantization is a Model Derivative per Section 1(g) and is explicitly permitted under Section 2 of the Tencent HY Community License Agreement. NF4 quant date: 2026-05-22 03:20:52. ``` Licensed under the Tencent HY Community License Agreement above. You may not use this bundle except in compliance with that License, in particular: - The Territory exclusion (**EU only** for Hy-MT2 — UK + South Korea now permitted, unlike HY-MT1.5); - The 100M MAU commercial gate (Section 4); - The Section 5(b) prohibition on using Outputs to train other AI models; - The Section 3(d) "Powered by Tencent HY" notice obligation; - The Section 3(e) provider-disclosure obligation. --- ## NOTICE — Hy-MT2-7.5B-NOESIS-NF4 > ⚠️ **License regime:** **Tencent HY Community License Agreement** > (NOT Apache 2.0, NOT MIT). This bundle CANNOT be combined into > Apache-2.0-only NF4 distributions without preserving the Tencent HY > License terms across the entire downstream chain. Three critical gates: > 1. **Territory** (EU excluded; UK + South Korea NOW INCLUDED) > 2. **100M MAU** (Section 4) > 3. **No-KD** (Section 5(b)) ✅ This bundle is licensed under the **Tencent HY Community License Agreement** (release date: 2026-05-21, Hong Kong SAR governing law). ✅ AMAImedia/NOESIS is currently below the 100M MAU threshold (no investor at the time of NF4 quantization — see CLAUDE.md SCOPE LOCK 2026-05-15). ✅ **PRIMARY DUB-LM translation backend** in the NOESIS production stack per **`R-MT-PRIMARY-7B-NF4-FALLBACK-1.8B`** (sealed 2026-05-22): this 7B NF4 bundle is the canonical translation engine; the `Hy-MT2-1.8B-NOESIS-NF4` sibling (1.29 GB, VRAM peak 2.59 GB) is the **FALLBACK** for low-VRAM clients (≤ 4 GB GPU, mobile/edge, WebGPU browser deployment). ✅ **OWN NF4, NOT GGUF** per **`R-MT-OWN-NF4-NOT-GGUF`**: NOESIS quantizes the BF16 mirror to NF4 in-house rather than relying on upstream `tencent/Hy-MT2-7.5B-GGUF`, which depends on the **STQ kernel released only in llama.cpp PR #22836** (not yet merged to stable llama.cpp). NF4 is production-stable on transformers 5.8.1 + bitsandbytes 0.49.2 per CLAUDE.md ENV_LOCK. ⚠️ **Section 5(b) NO-KD prohibition:** Outputs of this model **MAY NOT be used** as training data, reward signal, distillation target, or synthetic data source for **any other AI model** (only for Tencent HY itself or Model Derivatives of Tencent HY). This is the critical incompatibility with the NOESIS knowledge-distillation pipeline: **Hy-MT2 outputs cannot enter the ensemble label dataset, cannot be mixed into KD soft-label pools, and cannot be used as DPO/RLAIF reward signal for any non-Hunyuan student model**. Inference outputs delivered directly to the end user (translated text in the dubbing pipeline output) are fine — that is not "training" or "improving" another AI model under Section 5(b). ⚠️ **Section 5(c) territorial restriction:** This model **MAY NOT** be served to end users physically located in the **European Union**. NOESIS production routing must geo-fence Hunyuan-MT requests originating from EU and fall back to a different translation backend (NLLB-200 / Qwen3-MT / Madlad-400) for that region. **UK and South Korea are now PERMITTED** in Hy-MT2 (relaxed vs HY-MT1.5). ⚠️ **Section 3(d) attribution obligation:** Display the verbatim Section 3(d) notice (Copyright © **2026** Tencent — NOT 2025 like HY-MT1.5) in the application's license / about / acknowledgments surface. ### Source chain ``` tencent/Hy-MT2-7.5B HunYuanDenseV1ForCausalLM, 7B params, 32 layers, hidden 4096, GQA 32/8, 262K context, vocab 128 167 "Fast-thinking" multilingual translation — surpasses DeepSeek-V4-Pro / Kimi K2.6 in fast-thinking mode © Tencent 2026 Tencent HY Community License Agreement (2026-05-21) https://huggingface.co/tencent/Hy-MT2-7.5B │ │ Local mirror, no value transformation ▼ NOESIS-3.5B-A0.5B-DUBBING-FILM/Hy-MT2-7.5B-BF16 (sibling, 4 shards, ~16.05 GB) NOESIS source-of-truth mirror (R-BF16-SOURCE-FOR-NF4-STUDENT) © AMAImedia 2026, inherits Tencent HY Community License │ │ bitsandbytes NF4 + double-quant + bf16 compute │ (single-pass load → quantize → save, no calibration needed) │ R-MT-OWN-NF4-NOT-GGUF (we quant, not upstream GGUF) │ trust_remote_code=True per NF4 manifest ▼ Hy-MT2-7.5B-NOESIS-NF4 (this folder, 1 shard, 4.65 GB) PRIMARY DUB-LM translation backend (R-MT-PRIMARY-7B-NF4-FALLBACK-1.8B) VRAM peak load 7.27 GB → on RTX 3060 Laptop 6 GB requires sequential swapping window (release ASR/TTS specialists during translation pass) OR fall back to 1.8B NF4 sibling for fixed-VRAM clients © AMAImedia 2026 (NOESIS DHCF-FNO project) Inherits Tencent HY Community License Agreement Quant date: 2026-05-22 03:20:52 ``` ### File inventory + quantization specifications | File | Size | Format | Role | |------|-----:|--------|------| | `model.safetensors` | 4.65 GB | **NF4** (bitsandbytes) | Quantized weights (single shard) | | `config.json` | 1.5 KB | JSON | HunYuanDenseV1 config + `quantization_config` block | | `generation_config.json` | small | JSON | Sampling defaults (temp=0.7, top_p=0.6, top_k=20, rep_pen=1.05) | | `chat_template.jinja` | small | Jinja2 | Hy-MT2 chat template (translation-optimized) | | `tokenizer.json` | — | JSON | Fast tokenizer (vocab 128 167) | | `tokenizer_config.json` | — | JSON | Tokenizer metadata | | `main_result.png` | — | PNG | Upstream benchmark visualization | | `LICENSE.txt` | 16 KB | text | Original Tencent HY License (verbatim, preserved per Section 3(a)) | | `LICENSE.md` | (this file) | Markdown | Same License in Markdown + NOESIS NOTICE | | `README.md` | — | Markdown | NOESIS-standard model card + Tencent upstream content | | `NOESIS_NF4_MANIFEST.json` | small | JSON | NOESIS quant pipeline manifest | ### Quantization specifications (preserved verbatim from NF4 manifest) ``` Library : bitsandbytes (0.49.2 per CLAUDE.md ENV_LOCK 2026-05-17) Method : NF4 (Normalized Float 4-bit) bnb_4bit_use_double_quant : True (additional ~5% saving) bnb_4bit_compute_dtype : bfloat16 bnb_4bit_quant_storage : uint8 Device map : {"": 0} (R-NF4-DEVICE-MAP-EXPLICIT) trust_remote_code_used : True (per NF4 manifest) Output disk size : 4.65 GB (single safetensors, down from ~16.05 GB BF16, ~3.45× compression) VRAM peak (load) : 7.27 GB per manifest ⚠️ EXCEEDS RTX 3060 6 GB on cold start — requires sequential window swapping (release ASR/TTS specialists during translation pass), or fall back to 1.8B NF4 sibling for fixed-VRAM clients Architecture : HunYuanDenseV1ForCausalLM (Tencent native) Hidden size : 4 096 Intermediate size : 14 336 num_hidden_layers : 32 num_attention_heads : 32 num_key_value_heads : 8 (GQA 4 : 1) head_dim : 128 use_qk_norm : True Norm : RMSNorm (eps 1e-5) Tie word embeddings : True Vocab size : 128 167 (Hy-MT2-7.5B-specific; differs from 1.8B 120 818; see R-HUNYUAN-VOCAB-128167-7B-NEW) Max position embeddings : 262 144 (262K context, dynamic NTK) RoPE : dynamic NTK (alpha 1000, factor 1.0) transformers_version : 5.8.1 (matches ENV_LOCK 2026-05-17, R-TRANSFORMERS-5-8-1) Quant date : 2026-05-22 03:20:52 NOESIS role : PRIMARY DUB-LM translation backend (R-MT-PRIMARY-7B-NF4-FALLBACK-1.8B) ``` --- ## Required attribution **Tencent Hy-MT2 base model:** > tencent/Hy-MT2-7.5B > © Tencent 2026, licensed under Tencent HY Community License Agreement > https://huggingface.co/tencent/Hy-MT2-7.5B > https://github.com/Tencent-Hunyuan/Hy-MT2 **Mandatory Section 3(d) NOTICE:** > *"Tencent HY is licensed under the Tencent HY Community License > Agreement, Copyright © 2026 Tencent. All Rights Reserved. The > trademark rights of 'Tencent HY' are owned by Tencent or its > affiliate."* **Encouraged Section 3(c) "Powered by Tencent HY" label** — render in the product's translation-backend credits surface. **Mandatory Section 3(e) provider disclosure:** > The actual provider of this dubbing automation service is > **AMAImedia.com** (NOESIS DHCF-FNO project, https://amaimedia.com). > Tencent is **not** affiliated with, associated with, sponsoring, > or endorsing the NOESIS Professional Multilingual Dubbing > Automation Platform. **NF4 quantization + NOESIS bundling (this folder):** > Hy-MT2-7.5B-NOESIS-NF4 > bitsandbytes NF4 + double_quant + bfloat16 compute > © AMAImedia 2026 (NOESIS DHCF-FNO project) > Inherits Tencent HY Community License Agreement > Released as part of NOESIS Professional Multilingual Dubbing Platform --- ## NOESIS sealed-rule constraints | Rule | Summary | |------|---------| | `R-TENCENT-HY-COMMUNITY-CC` | Tencent HY Community License regime, NOT Apache 2.0 | | `R-TERRITORY-EXCLUDE-EU` | **CRITICAL** — Section 5(c): EU **excluded** (UK + KR NOW INCLUDED in Hy-MT2 — relaxed vs HY-MT1.5) | | `R-100M-MAU-GATE` | Section 4 — separate Tencent license above 100M MAU | | `R-TENCENT-HY-NO-KD-TRAIN` | **CRITICAL** — Section 5(b): Outputs cannot train other AI models | | `R-POWERED-BY-TENCENT-HY-LABEL` | Section 3(c) — encouraged "Powered by Tencent HY" badge | | `R-DISCLOSE-AMAIMEDIA-PROVIDER` | Section 3(e) — non-affiliation disclosure | | `R-TENCENT-HY-NOTICE-3D` | Section 3(d) verbatim notice (Copyright © **2026** Tencent) | | **`R-MT-PRIMARY-7B-NF4-FALLBACK-1.8B`** | **This bundle = PRIMARY DUB-LM backend**; 1.8B NF4 sibling = FALLBACK | | **`R-MT-OWN-NF4-NOT-GGUF`** | NOESIS quantizes BF16 → NF4 in-house, NOT upstream Hy-MT2-7.5B-GGUF (depends on llama.cpp PR #22836 STQ kernel) | | **`R-HF-NAMING-QUANT-ONLY-PRESERVE-UPSTREAM`** | Folder name preserves upstream model name + quant suffix only | | `R-NF4-DEVICE-MAP-EXPLICIT` | Load with `device_map={"": 0}`; never `device_map="auto"` with NF4 (CLAUDE.md GOLDEN RULE 2) | | `R-HUNYUAN-VOCAB-128167-7B-NEW` | Vocab 128 167 is **incompatible** with Qwen3 family (151 936) AND with sibling Hy-MT2-1.8B (120 818) for logit-level KD mixing | | `R-HY-MT-DUB-LM-TRANSLATION-ROLE` | DUB-LM translation backend only, not chat/agent/reasoning | | `R-HUNYUAN-DENSE-V1-NATIVE-LOADER` | `transformers >= 5.6.0` (Hy-MT2 baseline); NOESIS env uses 5.8.1; `trust_remote_code=True` per manifest | | `R-HUNYUAN-262K-CONTEXT-DYNAMIC-NTK` | 262K context via dynamic NTK (alpha 1000) | | `R-HUNYUAN-LIVE-VOICE-TRANSLATE` | Qualified for live voice translate scenarios | | `R-VENDORED-INTERNAL` | NOESIS bundle. `LICENSE.txt` preserved verbatim per Section 3(a) | --- ## NOESIS Professional Multilingual Dubbing Automation Platform **Framework:** DHCF-FNO (Deterministic Hybrid Control Framework for Frozen Neural Operators) | Field | Value | |-------|-------| | Founder | Ilia Bolotnikov | | Organization | AMAImedia.com — https://www.amaimedia.com | | X (Twitter) | https://x.com/AMAImediacom | | LinkedIn | https://www.linkedin.com/in/ilia-bolotnikov | | Telegram | https://t.me/AMAImediacom | | Field | Value | |-------|-------| | NOESIS version at quant | v15.8 | | Quantization date | 2026-05-22 03:20:52 | | Parent BF16 source | `NOESIS-3.5B-A0.5B-DUBBING-FILM/Hy-MT2-7.5B-BF16` (4 shards, ~16.05 GB) | | Vendored component | `Hy-MT2-7.5B-NOESIS-NF4` (Tencent HY Community License) | | NOESIS role | **PRIMARY** DUB-LM translation backend (R-MT-PRIMARY-7B-NF4-FALLBACK-1.8B) | | Sibling FALLBACK | `Hy-MT2-1.8B-NOESIS-NF4` (1.29 GB, VRAM peak 2.59 GB) for low-VRAM clients | | Territory gate | `NOESIS_HUNYUAN_GEOFENCE_BLOCK=EU` (relaxed from EU+GB+KR in HY-MT1.5) | | Commercial gate | `NOESIS_HUNYUAN_LICENSE_TIER=community` until 100M MAU | | KD prohibition | Outputs NOT for training other AI models (Section 5(b)) |