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README.md

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+---
+license: apache-2.0
+base_model: ByteDance-Seed/Seed-Coder-8B-Instruct
+tags:
+- gguf
+- llama.cpp
+- seed-coder
+- rust
+- strandset
+- code
+- q4_k_m
+- q6_k
+---
+
+# 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
+
+```bash
+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."