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---
library_name: transformers
pipeline_tag: text-generation
tags:
- merlina
- grimoire
- text-generation
- sft
datasets:
- flammenai/flame-kindling-v1
base_model:
- Qwen/Qwen2.5-3B-Instruct
---
# FlameDesigner-Qwen2.5-3B-v1
## Training Configuration
| Parameter | Value |
|-----------|-------|
| Training Mode | SFT |
| Base Model | `Qwen/Qwen2.5-3B-Instruct` |
| Learning Rate | 0.0001 |
| Epochs | 2 |
| Batch Size | 1 |
| Gradient Accumulation | 8 |
| Effective Batch Size | 8 |
| Max Sequence Length | 2048 |
| Optimizer | paged_adamw_8bit |
| LR Scheduler | cosine |
| Warmup Ratio | 0.05 |
| Weight Decay | 0.01 |
| Max Grad Norm | 0.5 |
| Seed | 42 |
| LoRA Rank (r) | 128 |
| LoRA Alpha | 128 |
| LoRA Dropout | 0.05 |
| Target Modules | up_proj, down_proj, gate_proj, k_proj, q_proj, v_proj, o_proj |
| Quantization | 4-bit (NF4) |
| GPU | NVIDIA RTX A6000 |
---
![Trained with Merlina](https://raw.githubusercontent.com/Schneewolf-Labs/Merlina/refs/heads/main/frontend/madewithmerlina_smol.png)
[Merlina on GitHub](https://github.com/Schneewolf-Labs/Merlina)