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@@ -50,8 +50,8 @@ The model was trained on ~58,000 samples from a mixed dataset:
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  | Source | Samples | Description |
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- | `bigcode/the-stack-smol` (Python) | 20,000 | Real-world Python code from GitHub |
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- | `bigcode/the-stack-smol` (JavaScript) | 20,000 | Real-world JavaScript code from GitHub |
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  | `iamtarun/python_code_instructions_18k_alpaca` | 18,000 | Python instruction-response pairs |
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- ## 🗺️ Roadmap
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- This is the first release of the kiro model series. Upcoming versions:
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- - **kiro-1.5-7B-XCode** — larger dataset (500k+ samples), improved benchmarks
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- - **kiro-2.0-7B-XCode** — instruction tuning + DPO alignment
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- - **kiro-3.0-14B-XCode** — larger base model
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- - **ZuKU** — custom architecture trained from scratch (100–200M parameters)
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  ## ⚠️ Limitations
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  - Trained for 1 epoch — may produce repetitions in long outputs (use `repetition_penalty=1.3`)
 
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  | Source | Samples | Description |
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  |---|---|---|
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+ | `bigcode/the-stack` (Python) | 20,000 | Real-world Python code from GitHub |
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+ | `bigcode/the-stack` (JavaScript) | 20,000 | Real-world JavaScript code from GitHub |
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  | `iamtarun/python_code_instructions_18k_alpaca` | 18,000 | Python instruction-response pairs |
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  ## ⚠️ Limitations
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  - Trained for 1 epoch — may produce repetitions in long outputs (use `repetition_penalty=1.3`)