abdwiv/gemma4-12b-tech-writer-chat

Gemma-4 12B Tech Writer

A fine-tuned Gemma-4 12B model specialized for technical writing, particularly:

• —Agentic AI design patterns (orchestrator-worker, circuit breakers, idempotency, retry policies)
• —Distributed systems concepts explained in clear prose
• —Book-style technical writing for a broad engineering audience

Model

Base: google/gemma-4-12b-it Fine-tune: abdwiv/gemma4-12b-tech-writer (two-pass training: voice pretraining + instruction tuning)

Usage

Type a question or writing prompt in the chat box. The model generates up to 512 tokens per turn. Multi-turn conversation is supported — it retains the full conversation history within the session.

Notes

• —Runs on ZeroGPU (requires Hugging Face PRO on the host account).
• —Uses transformers==5.11.0 — required because the tokenizer was saved with that version.
• —Text-only mode: the underlying model is multimodal (Gemma-4 unified) but image input is disabled.