library_name, pipeline_tag, tags, datasets, base_model
| library_name | pipeline_tag | tags | datasets | base_model | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| transformers | text-generation |
|
|
|
Hemlock-Codex-7B
Training Configuration
| Parameter | Value |
|---|---|
| Training Mode | SFT |
| Base Model | hemlang/Hemlock2-Coder-7B |
| Learning Rate | 0.0001 |
| Epochs | 3 |
| Batch Size | 2 |
| Gradient Accumulation | 16 |
| Effective Batch Size | 32 |
| Max Sequence Length | 8192 |
| Optimizer | paged_adamw_8bit |
| LR Scheduler | cosine |
| Warmup Ratio | 0.05 |
| Weight Decay | 0.01 |
| Max Grad Norm | 0.25 |
| Seed | 42 |
| LoRA Rank (r) | 128 |
| LoRA Alpha | 128 |
| LoRA Dropout | 0.05 |
| Target Modules | k_proj, o_proj, q_proj, v_proj, down_proj, gate_proj, up_proj |
| Quantization | 4-bit (NF4) |
| GPU | NVIDIA RTX A6000 |
