thirdeyeai/elevate360m-orca

Model Card for thirdeyeai/elevate-360m

Model Summary

360M parameter transformer model trained for efficient chat completion and tool call prediction on edge devices. Suitable for low-latency applications.

Model Details

• Developed by: Thirdeye AI
• Finetuned from model: HuggingFaceTB/SmolLM2-360M-Instruct
• Model type: Causal decoder-only transformer
• Language(s): English
• License: apache-2.0
• Hardware: Trained on 1x A100 GPU
• Training time: < 24 hours

Model Sources

• Repository: https://huggingface.co/thirdeyeai/elevate-360m

Uses

Direct Use

Primarily for chat completion and tool call prediction in edge environments with constrained resources.

Out-of-Scope Use

Not optimized for multi-language support, long-context reasoning, or open-ended generation without tool grounding.

Bias, Risks, and Limitations

Trained on publicly available instruction-following datasets. May reflect biases present in those datasets. Not suitable for high-stakes or safety-critical applications.

Recommendations

Use only with proper evaluation and safety checks in deployment environments. Validate outputs before taking action.