metadata
license: gemma
base_model: google/gemma-2-2b-it
tags:
- gemma2
- instruction-tuning
- nirf
- india
pipeline_tag: text-generation
Gemma-2B (IT) — NIRF Lookup 2025 (Merged FP16)
Base: google/gemma-2-2b-it This repository contains merged full weights (LoRA baked into base).
Intended use: Short factual lookup answers about NIRF 2025 (Indian institutes).
How to use (summary): Load with Transformers AutoTokenizer and AutoModelForCausalLM from this repo id. Use bfloat16 on NVIDIA L4. Provide an instruction (and optional context), then generate.
Training summary: QLoRA (4-bit) on Gemma-2-2b-it. LoRA r=16, alpha=64, dropout=0.1. Target modules: q_proj, k_proj, v_proj, o_proj, gate_proj, up_proj, down_proj. bf16 on NVIDIA L4. Data: 100 NIRF 2025 lookup samples.
License & notice: This model is a Model Derivative of google/gemma-2-2b-it and is distributed under Google’s Gemma Terms of Use. See the NOTICE file in this repo.