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tags:
- mic
- test-artifact
base_model: bigcode/starcoder2-3b
---
# starcoder2-3b-mic
Slim model weights, executable usage and framework expectations in one repository.
- [Contract manifest](integration.json)
- [Transformers usage](integrations/transformers/usage.md)
- [Transformers expectations](integrations/transformers/expectations)
- [Fixture provenance](build.json)
- [How the fixture was shrunk](https://huggingface-mic-mic-coverage.static.hf.space/shrink/starcoder2-3b-mic.html)
## Contract
### StarCoder2 causal LM
Runnable usage and the framework expectations directory are linked above.
## Slim model
### Slim fixture: starcoder2-3b-mic
A 3.2M-parameter fixture for the [StarCoder2 MIC](https://huggingface.co/huggingface-mic/starcoder2-3b-mic), covering [`bigcode/starcoder2-3b`](https://huggingface.co/bigcode/starcoder2-3b). It is a test artifact, not a usable model, tagged `test-artifact` to keep it out of candidate-model search.
- **Fixture key `0b99c4e71ec5`.** It covers every checkpoint whose processor files are byte-identical and whose config matches after shrinking.
- **Same architecture, smaller config:** `Starcoder2ForCausalLM`, shrunk by the generic rule in [`sweep.py`](https://github.com/huggingface/transformers-mic/blob/main/experiments/sweep.py) (num_hidden_layers 2).
- **Processor files copied byte for byte** from `bigcode/starcoder2-3b`: `merges.txt`, `special_tokens_map.json`, `tokenizer.json`, `tokenizer_config.json`, `vocab.json`.
- **Random weights (seed 17).** They passed the input-sensitivity gate: every perturbation of the contract's inputs moved the logits by at least 0.001 (weakest: `attention_mask:all_ones`, 0.824), so no training was needed.
- **Same tensor names as the real checkpoint.** The real checkpoint has every parameter, and so does the fixture.
- **Saved in float32**, the dtype `bigcode/starcoder2-3b` loads in by default.
- **Finite in float32, bfloat16, and float16** (forward, loss, gradients).
Built by [`build_fixtures.py`](https://github.com/huggingface/transformers-mic/blob/main/example/build_fixtures.py); [`build.json`](build.json) records the pinned sources, gate results, and file hashes. This repository includes the slim weights, usage and framework expectations; rebuild the other files with `python example/build_fixtures.py --fixture starcoder2-3b-mic`.
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