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ERNIE-4.5-300B-A47B-PT-exl3
turboderp/ERNIE-4.5-300B-A47B-PT-exl3
ERNIE-4.5-300B-A47B-PT-exl3 is a machine learning model from turboderp. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
All-time downloads
181
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Repo size
705 GB
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3
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Repo makeup
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.md2 KB · 57%
At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Jul 7, 2025
- Updated
- Nov 1, 2025
- SHA
- 692eb7c8
Base models
Model card
From the Hugging Face model README
EXL3 quants of ERNIE-4.5-300B-A47B-PT
2.00 bits per weight
2.10 bits per weight (optimized)
2.25 bits per weight (optimized)
2.50 bits per weight (optimized)
3.00 bits per weight
3.25 bits per weight (optimized)
4.00 bits per weight
| Quant | Weights/VRAM³ | Perplexity | KL-div | MMLU |
|---|---|---|---|---|
| 2.00 bpw | 70.2 GB | 7.4131 | 0.5283 | |
| 2.10 bpw | 73.4 GB | 6.7507 | 0.2202 | 83.40% ±1.13%¹ |
| 2.25 bpw | 78.6 GB | 6.5576 | 0.2074 | 83.70% ±1.13%¹ |
| 2.50 bpw | 87.8 GB | 6.3504 | 0.1899 | 83.96% |
| 3.00 bpw | 104.9 GB | 5.8913 | 0.1547 | 84.61% |
| 3.25 bpw | 113.3 GB | 5.8941 | 0.0806 | 86.80% ±1.03%¹ |
| 4.00 bpw | 139.5 GB | 5.8132 | 0.0717 | 86.50% ±1.04%¹ |
| 2.50 bpw⁴ CCQ | 87.4 GB | 82.58%² | ||
| 4.30 bpw⁴ CCQ | 147.3 GB | 86.16%² | ||
| 8.13 bpw⁴ CCQ | 279.3 GB | 86.50%² | ||
| Original | 597.1 GB | 5.4131 | 86.50%² |
¹ 1000 random samples, 95% CI
² From CCQ paper
³ Size of .safetensors files excluding embedding layer
⁴ Average from CCQ layer mix
- License
- apache-2.0
- Created
- Jul 7, 2025
- Updated
- Nov 1, 2025