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

Seed-Coder-8B-Instruct Rust Strandset GGUF

GGUF export of a Seed-Coder-8B-Instruct LoRA trained on a 20k-row subset of Fortytwo-Network/Strandset-Rust-v1.

Base model:

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

LoRA adapter:

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

Dataset:

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

Files:

• Seed-Coder-8B-Instruct.Q4_K_M.gguf
• Seed-Coder-8B-Instruct.Q6_K.gguf

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

llama.cpp

llama-cli \
  -m Seed-Coder-8B-Instruct.Q4_K_M.gguf \
  --jinja \
  --single-turn \
  --temp 0.1 \
  --top-p 0.8 \
  --repeat-penalty 1.05 \
  -p "Write only Rust code. No markdown. Implement parse_duration(s: &str) -> Result<std::time::Duration, String> supporting 10s, 5m, 2h. Include tests."