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Ornith-1.5-9B-MTPLX
JoshuaCalhoon/Ornith-1.5-9B-MTPLX
Ornith-1.5-9B-MTPLX is a machine learning model from JoshuaCalhoon. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
MTPLX-branded multi-token-prediction model for Apple Silicon (MLX). Forged with MTPLX Forge from ornith-ai/Ornith-1.5-9B.
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9B
5.1 GB on disk
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Repo makeup
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.safetensors5 GB · 100%
Parameter types
How the weights are stored.
U329B · 100%
Model card
From the Hugging Face model README
ornith-ai-Ornith-1.5-9B-MTPLX
MTPLX-branded multi-token-prediction model for Apple Silicon (MLX).
Forged with MTPLX Forge from
ornith-ai/Ornith-1.5-9B.
Verification
- Best depth: D1
- Multiplier vs autoregressive baseline: 1.11×
- Verified on: Apple M5 Pro
- Sampler: temperature 0.6 · top_p 0.95 · top_k 20
See mtplx_runtime.json for the full verification record.
Usage
# MTPLX picks this model up automatically when downloaded:
mtplx pull <owner>/ornith-ai-Ornith-1.5-9B-MTPLX
mtplx start chat
License
See LICENSE.
- Type
- qwen3_5
- Created
- Sep 4, 2026
- Updated
- Sep 4, 2026