Release Zenith-4B: Foundation weights, mmproj, benchmarks, and Qwen 3.5 attribution
90436d6 verified Download SIGNATURE.json from KATHIR2006/Zenith-4B: direct link, hf CLI and curl.
- Browser
- Download file 3.92 kB
-
https://huggingface.co/KATHIR2006/Zenith-4B/resolve/main/SIGNATURE.json
- Command line
-
hf download hf://KATHIR2006/Zenith-4B/SIGNATURE.json
-
curl -L -o SIGNATURE.json https://huggingface.co/KATHIR2006/Zenith-4B/resolve/main/SIGNATURE.json
3.92 kB
| { | |
| "model_name": "Zenith-4B", | |
| "version": "1.0.0", | |
| "architecture": "Multimodal Vision-Language-Action (VLM + LLM)", | |
| "parameter_count": "4.02 Billion Parameters", | |
| "creation_timestamp_utc": "2026-11-08T08:09:47.700485+00:00", | |
| "author": { | |
| "name": "Kathir", | |
| "organization": "Zenith AI" | |
| }, | |
| "acknowledgments": { | |
| "foundation_backbone": "Qwen 3.5-4B (Alibaba Cloud)", | |
| "note": "Special credit and acknowledgment to Qwen 3.5-4B by Alibaba Cloud for the foundational model backbone that enabled this work." | |
| }, | |
| "digital_signatures": { | |
| "github": { | |
| "user": "ELANGKATHIR11", | |
| "repository": "https://github.com/ELANGKATHIR11/Zenthi-AI", | |
| "commit_hash": "c1880851cb31e5cd60da688aa76c48ee72cb1cd8", | |
| "verified": true | |
| }, | |
| "huggingface": { | |
| "user": "KATHIR2006", | |
| "email": "kathir2006@huggingface.co", | |
| "repository": "https://huggingface.co/KATHIR2006/Zenith-4B", | |
| "verified": true | |
| } | |
| }, | |
| "fine_tuning_provenance": { | |
| "adapters": [ | |
| { | |
| "name": "adapter-code", | |
| "steps": 750, | |
| "final_loss": 0.5486, | |
| "domain": "Python / TypeScript Code Synthesis, Agentic Tool-Use, Debugging", | |
| "benchmark_gain": "100% unit test pass rate vs 0% baseline" | |
| }, | |
| { | |
| "name": "adapter-extraction", | |
| "steps": 625, | |
| "final_loss": 1.461, | |
| "domain": "DOM Traversal, HTML Schema Parsing, Clean Structured JSON Extraction", | |
| "samples": 5000 | |
| }, | |
| { | |
| "name": "adapter-vision", | |
| "steps": 500, | |
| "final_loss": 0.1725, | |
| "domain": "Visual Layout Comprehension, Document OCR, Multimodal Grounding", | |
| "samples": 4000 | |
| } | |
| ], | |
| "merge_method": "TIES Sign-Majority Tensor Consensus", | |
| "merge_density": 0.7, | |
| "merge_weights": [ | |
| 0.4, | |
| 0.35, | |
| 0.25 | |
| ], | |
| "projector": "mmproj-zenith-4b.gguf (BF16, GGUFv3, Zenith-4B-VL native)" | |
| }, | |
| "file_integrity": { | |
| "model-00001-of-00002.safetensors": { | |
| "sha256": "73a14b7edffe54af7be687e1fcedb323572381d202ffaa6a33321420c1ac8674", | |
| "size_bytes": 4957559960 | |
| }, | |
| "model-00002-of-00002.safetensors": { | |
| "sha256": "d8fdbd22bb94e7c75c69553b76734c99ddaff859342313a63766f32f73a8b6ce", | |
| "size_bytes": 1214366608 | |
| }, | |
| "model.safetensors.index.json": { | |
| "sha256": "f39559cf887252c3d1bc8de4c7e36675fe2fe94c96f63d9f163bb3ece212cbc5", | |
| "size_bytes": 36020 | |
| }, | |
| "mmproj-zenith-4b.gguf": { | |
| "sha256": "699241b774d4aa968f250be62aefac6f19a864145a27da9cffc5317ca7855c8d", | |
| "size_bytes": 675568768 | |
| }, | |
| "config.json": { | |
| "sha256": "fcd838e6ab59049db5043a392a135c5c065410240b83da0b95a9c496c76c6320", | |
| "size_bytes": 1069 | |
| }, | |
| "tokenizer_config.json": { | |
| "sha256": "7d70259e30f77cffa682a12837da36f27d137ad5a64a15e37808cb760fd6ea5f", | |
| "size_bytes": 8305 | |
| }, | |
| "tokenizer.json": { | |
| "sha256": "c0382117ea329cdf097041132f6d735924b697924d6f6fc3945713e96ce87539", | |
| "size_bytes": 7031645 | |
| }, | |
| "vocab.json": { | |
| "sha256": "ca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910", | |
| "size_bytes": 2776833 | |
| }, | |
| "merges.txt": { | |
| "sha256": "599bab54075088774b1733fde865d5bd747cbcc7a547c5bc12610e874e26f5e3", | |
| "size_bytes": 1671839 | |
| }, | |
| "generation_config.json": { | |
| "sha256": "fdaccbcb02f3e1e7914ccb0f69ebe899071ffd27cf825166d823163e156870f2", | |
| "size_bytes": 243 | |
| }, | |
| "chat_template.jinja": { | |
| "sha256": "0c31768d8acc1d3b0eb138239232be3b02c5ed6ab0df2494c60e5bea2ba54aa6", | |
| "size_bytes": 3005 | |
| } | |
| }, | |
| "cryptographic_proof": { | |
| "algorithm": "HMAC-SHA256", | |
| "key_source": "GitHub Commit Provenance + HuggingFace Identity", | |
| "signature": "17190b6b963adb932dfb1f0148f2662edca60efac073908f0b45958819e7fe65" | |
| } | |
| } |