elevate360m-orca / README.md
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metadata
library_name: transformers
tags:
  - chat
  - tool-calling
  - instruction-tuned
  - edge-device
  - conversational
license: mit
datasets:
  - Open-Orca/OpenOrca
base_model:
  - HuggingFaceTB/SmolLM2-360M-Instruct

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

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.