snsnc/Seed-Coder-8B-Instruct-Rust-Strandset-LoRA

Seed-Coder-8B-Instruct Rust Strandset LoRA

LoRA adapter trained with Unsloth Studio on a 20k-row subset of Fortytwo-Network/Strandset-Rust-v1.

Base model:

ByteDance-Seed/Seed-Coder-8B-Instruct

Training data:

Fortytwo-Network/Strandset-Rust-v1

Mapping used:

• input_data → user
• output_data → assistant
• task_category → system
• crate_name → system
• test → none

Training config:

• Method: LoRA
• Context: 4096
• Epochs: 1
• LR: 2e-4
• Rank: 16
• Alpha: 32
• Dropout: 0.0
• Batch size: 16
• Grad accum: 2
• Effective batch: 32
• Weight decay: 0.001
• Warmup steps: 25
• Packing: off
• Train on completions: on

Note: this adapter was trained on Strandset-style structured Rust code tasks. It may emit JSON-style wrappers such as {"code": "..."} depending on prompting.