ERNIE 4.5 300B-A47B — 300B Parameter Mixture of Experts LLM
Model Specifications
- Parameters
- 300B (47B active)
- Architecture
- Mixture of Experts
- Context Length
- 128K tokens
- Capabilities
- chat, coding, reasoning, math
- Release Date
- 2025-06-28
- Family
- ernie
VRAM Requirements
| Quantization | BPW | VRAM | Quality |
|---|---|---|---|
| IQ2_XXS | 2.38 | 89.7 GB | 65% |
| IQ2_M | 2.93 | 110.4 GB | 75% |
| Q2_K | 3.16 | 119.0 GB | 78% |
| IQ3_XXS | 3.25 | 122.4 GB | 82% |
| IQ3_XS | 3.5 | 131.7 GB | 84% |
| Q3_K_S | 3.64 | 137.0 GB | 85% |
| IQ3_M | 3.76 | 141.5 GB | 86% |
| Q3_K_M | 4 | 150.5 GB | 88% |
| Q3_K_L | 4.3 | 161.7 GB | 90% |
| IQ4_XS | 4.46 | 167.7 GB | 92% |
| Q4_K_S | 4.67 | 175.6 GB | 93% |
| Q4_K_M | 4.89 | 183.9 GB | 94% |
| Q5_K_S | 5.57 | 209.4 GB | 96% |
| Q5_K_M | 5.7 | 214.2 GB | 96% |
| Q6_K | 6.56 | 246.5 GB | 97% |
| Q8_0 | 8.5 | 319.2 GB | 100% |
| FP16 | 16 | 600.5 GB | 100% |
Benchmark Scores
HumanEval92.1
MMLU-PRO78.4
IFEval88.0
BBH94.3
MUSR69.9
LiveCodeBench38.8
AIME54.8
MATH-50096.4
Compatible GPUs (13)
GPUs that can run ERNIE 4.5 300B-A47B at Q4_K_M quantization:
AMD Instinct MI300X(192GB, 5300 GB/s)Apple M2 Ultra (192GB)(192GB, 800 GB/s)Apple M3 Ultra (192GB)(192GB, 800 GB/s)Apple M4 Ultra (192GB)(192GB, 1092 GB/s)AMD Radeon Instinct MI300A(192GB, 10300 GB/s)AMD Radeon Instinct MI300X(192GB, 10300 GB/s)AMD Radeon Instinct MI308X(192GB, 10300 GB/s)Apple M5 Ultra (192GB)(192GB, 1228 GB/s)AMD Radeon Instinct MI325X(288GB, 10300 GB/s)AMD Radeon Instinct MI350X(288GB, 8190 GB/s)AMD Radeon Instinct MI355X(288GB, 8190 GB/s)Apple M4 Ultra (384GB)(384GB, 1092 GB/s)Apple M5 Ultra (384GB)(384GB, 1228 GB/s)