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license: apache-2.0
base_model: ByteDance-Seed/Seed-Coder-8B-Instruct
library_name: peft
tags:
- lora
- unsloth
- seed-coder
- rust
- strandset
- code
---
# 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.
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