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Model: zenlm/zen3-guard
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LICENSE

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NOTICE

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+Zen
+Copyright 2025-2026 Zen Authors
+
+This model and its accompanying code are licensed under the Apache License, Version 2.0.
+Zen models are developed by the Zen Authors (https://zenlm.org).

README.md

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+---
+language: en
+license: apache-2.0
+base_model: ibm-granite/granite-guardian-3.2-5b
+tags:
+  - text-classification
+  - zen
+  - zenlm
+  - hanzo
+  - zen3
+  - safety
+  - moderation
+  - content-classification
+pipeline_tag: text-generation
+library_name: transformers
+---
+
+# zen3-guard
+
+Safety moderation model for content classification and filtering.
+
+Repackaged from [ibm-granite/granite-guardian-3.2-5b](https://huggingface.co/ibm-granite/granite-guardian-3.2-5b) (apache-2.0, IBM Granite). **Not trained from scratch** — a permissively-licensed redistribution for the OSS-clean Zen model line.
+
+## Overview
+
+Zen Guard provides content-risk classification for prompts and responses across the Granite Guardian risk taxonomy (harm, social bias, jailbreak, violence, profanity, sexual content, unethical behavior, and RAG groundedness/relevance checks).
+
+Developed by [Hanzo AI](https://hanzo.ai) and the [Zoo Labs Foundation](https://zoo.ngo).
+
+## Quick Start
+
+```python
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+model_id = "zenlm/zen3-guard"
+tokenizer = AutoTokenizer.from_pretrained(model_id)
+model = AutoModelForCausalLM.from_pretrained(model_id, torch_dtype="auto", device_map="auto")
+
+messages = [{"role": "user", "content": "How do I learn programming?"}]
+guardian_config = {"risk_name": "harm"}
+text = tokenizer.apply_chat_template(messages, guardian_config=guardian_config, tokenize=False, add_generation_prompt=True)
+inputs = tokenizer(text, return_tensors="pt").to(model.device)
+outputs = model.generate(**inputs, max_new_tokens=20)
+print(tokenizer.decode(outputs[0][inputs.input_ids.shape[1]:], skip_special_tokens=True))  # -> "Yes" / "No"
+```
+
+## Model Details
+
+| Attribute | Value |
+|-----------|-------|
+| Parameters | 5B |
+| Architecture | Granite (`GraniteForCausalLM`) |
+| Context | 128K tokens |
+| License | Apache 2.0 |
+
+## License
+
+`apache-2.0`. Upstream: **ibm-granite/granite-guardian-3.2-5b** by IBM Granite. Upstream LICENSE/NOTICE retained in-repo.

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+}

config.json

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+  "architectures": [
+    "GraniteForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.1,
+  "attention_multiplier": 0.0078125,
+  "bos_token_id": 0,
+  "embedding_multiplier": 12.0,
+  "eos_token_id": 0,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 12800,
+  "logits_scaling": 16.0,
+  "max_position_embeddings": 131072,
+  "mlp_bias": false,
+  "model_type": "granite",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 28,
+  "num_key_value_heads": 8,
+  "pad_token_id": 0,
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+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 10000000.0,
+  "tie_word_embeddings": true,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.46.3",
+  "use_cache": false,
+  "vocab_size": 49155
+}

generation_config.json

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+  "eos_token_id": 0,
+  "pad_token_id": 0,
+  "transformers_version": "4.46.3",
+  "use_cache": false
+}

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special_tokens_map.json

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