Databricks/Mixture of Experts
DBRX 132B
chatcoding
132B
Parameters (36B active)
32K
Context length
7
Benchmarks
4
Quantizations
30K
HF downloads
Architecture
MoE
Released
2024-03-27
Layers
40
KV Heads
8
Head Dim
128
Family
dbrx
Quantizations & VRAM
Q4_K_M4.5 bpw
77.2 GB
VRAM required
94%
Quality
Q6_K6.5 bpw
110.2 GB
VRAM required
97%
Quality
Q8_08 bpw
134.9 GB
VRAM required
100%
Quality
FP1616 bpw
266.9 GB
VRAM required
100%
Quality
Benchmarks (7)
HumanEval70.1
MATH66.9
IFEval62.0
BBH56.0
MMLU-PRO45.0
GPQA12.2
MUSR12.2
GPUs that can run this model
At Q4_K_M quantization. Sorted by minimum VRAM.
NVIDIA H100 SXM5 80GB
80 GB VRAM • 3350 GB/s
NVIDIA
$25000
NVIDIA H100 PCIe 80GB
80 GB VRAM • 2000 GB/s
NVIDIA
$25000
NVIDIA A100 SXM 80GB
80 GB VRAM • 2039 GB/s
NVIDIA
$10000
NVIDIA A100 PCIe 80GB
80 GB VRAM • 1935 GB/s
NVIDIA
$10000
NVIDIA A100 SXM4 80 GB
80 GB VRAM • 2040 GB/s
NVIDIA
NVIDIA A100 PCIe 80 GB
80 GB VRAM • 1940 GB/s
NVIDIA
NVIDIA A100X
80 GB VRAM • 2040 GB/s
NVIDIA
NVIDIA H100 PCIe 80 GB
80 GB VRAM • 2040 GB/s
NVIDIA
NVIDIA H100 SXM5 80 GB
80 GB VRAM • 3360 GB/s
NVIDIA
NVIDIA H100 CNX
80 GB VRAM • 2040 GB/s
NVIDIA
NVIDIA A800 PCIe 80 GB
80 GB VRAM • 1940 GB/s
NVIDIA
NVIDIA A800 SXM4 80 GB
80 GB VRAM • 2040 GB/s
NVIDIA
NVIDIA H800 PCIe 80 GB
80 GB VRAM • 2040 GB/s
NVIDIA
NVIDIA H800 SXM5
80 GB VRAM • 3360 GB/s
NVIDIA
NVIDIA RTX 6000D
84 GB VRAM • 1570 GB/s
NVIDIA
NVIDIA B200
90 GB VRAM • 4100 GB/s
NVIDIA
NVIDIA H100 NVL 94 GB
94 GB VRAM • 3940 GB/s
NVIDIA
NVIDIA H100 SXM5 94 GB
94 GB VRAM • 3360 GB/s
NVIDIA
RTX Pro 6000
96 GB VRAM • 1792 GB/s
NVIDIA
$8565
NVIDIA H100 PCIe 96 GB
96 GB VRAM • 3360 GB/s
NVIDIA
NVIDIA H100 SXM5 96 GB
96 GB VRAM • 3360 GB/s
NVIDIA
Intel Data Center GPU Max 1350
96 GB VRAM • 2460 GB/s
INTEL
NVIDIA RTX PRO 6000 Blackwell Server
96 GB VRAM • 1790 GB/s
NVIDIA
AMD Instinct MI300A
120 GB VRAM • 5300 GB/s
AMD
$12000
Apple M4 Max (128GB)
128 GB VRAM • 546 GB/s
APPLE
$3999
AMD Instinct MI250X
128 GB VRAM • 3277 GB/s
AMD
$10000
Apple M1 Ultra (128GB)
128 GB VRAM • 800 GB/s
APPLE
$4999
Apple M2 Ultra (128GB)
128 GB VRAM • 800 GB/s
APPLE
$3999
AMD Radeon Instinct MI250
128 GB VRAM • 3280 GB/s
AMD
AMD Radeon Instinct MI250X
128 GB VRAM • 3280 GB/s
AMD
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