ARM· VALHALL

ARM Mali-G57 MC3

VRAM
3 GB
BUDGET
BANDWIDTH
14.9
GB/S
MODELS Q4
61/331
18%
7B Q4 SPEED
~2
SLOW
▸ MODEL COVERAGE @ Q418% OF ALL
▸ ESTIMATED SPEED· BY MODEL SIZE @ Q4

Average speeds at Q4 quantization. Actual performance varies by model architecture and context length.

3B
~4
TOK/S
7B
3.9GB NEEDED
14B
7.9GB NEEDED
32B
18.0GB NEEDED
70B
39.4GB NEEDED
▸ SPECIFICATIONS
VRAM
3 GB
BANDWIDTH
14.9 GB/s
FP16 COMPUTE
0.12 TFLOPS
TDP
2.5W
MEMORY
ARCHITECTURE
Valhall
8
FAST MODELS · >30 TOK/S
Real-time chat speed
26
USABLE · >10 TOK/S
Comfortable for all tasks
61
TOTAL COMPATIBLE
Fit in VRAM at Q4
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▸ COMPATIBLE MODELS· 61
S
nomic-embed-text-v1.5 100M0.1B
EMBEDDING·8K CTX· CHAT
132
TOK/S · 18% VRAM
S
GPT-2 124M0.124B
GPT2·1K CTX· CHAT
107
TOK/S · 19% VRAM
S
SmolLM2 135M0.135B
SMOLLM·2K CTX· CHAT
98
TOK/S · 19% VRAM
A
bge-large-en-v1.5 335M0.335B
EMBEDDING·1K CTX· CHAT
40
TOK/S · 23% VRAM
A
mxbai-embed-large-v10.335B
EMBEDDING·1K CTX· EMBEDDING
40
TOK/S · 23% VRAM
A
Snowflake Arctic Embed L0.335B
EMBEDDING·1K CTX· EMBEDDING
40
TOK/S · 23% VRAM
B
GPT-2 Medium 345M0.345B
GPT2·1K CTX· CHAT
38
TOK/S · 23% VRAM
B
SmolLM2 360M0.36B
SMOLLM·8K CTX· CHAT
37
TOK/S · 24% VRAM
B
Falcon-H1 0.5B0.5B
FALCON·128K CTX· CHAT
26
TOK/S · 26% VRAM
B
Qwen 1.5 0.5B0.5B
QWEN·32K CTX· CHAT
26
TOK/S · 26% VRAM
B
Qwen 2.5 0.5B0.5B
QWEN·32K CTX· CHAT
26
TOK/S · 26% VRAM
C
BGE-M30.568B
EMBEDDING·8K CTX· EMBEDDING
23
TOK/S · 28% VRAM
C
Qwen3 0.6B0.6B
QWEN·32K CTX· CHAT· REASONING
22
TOK/S · 29% VRAM
C
Qwen 3.5 0.8B0.8B
QWEN·256K CTX· CHAT· CODING· MULTILINGUAL
17
TOK/S · 33% VRAM
C
GPT-2 Large 774M0.774B
GPT2·1K CTX· CHAT
17
TOK/S · 32% VRAM
C
Qwen3.5-0.8B0.9B
QWEN·256K CTX· CHAT
15
TOK/S · 35% VRAM
D
Falcon3-1B1B
FALCON·32K CTX· CHAT
13
TOK/S · 37% VRAM
D
InternLM2 1B1B
INTERNLM·32K CTX· CHAT
13
TOK/S · 37% VRAM
D
TinyLlama 1.1B1.1B
LLAMA·2K CTX· CHAT
12
TOK/S · 39% VRAM
D
LFM2.5-1.2B-Thinking1.2B
LFM·122K CTX· CHAT· REASONING· TOOL_USE
11
TOK/S · 41% VRAM
D
Llama-3.2-1B1.2B
LLAMA·4K CTX· CHAT
11
TOK/S · 41% VRAM
D
DeepSeek Coder 1.3B1.3B
DEEPSEEK·16K CTX· CODING
10
TOK/S · 43% VRAM
D
EXAONE-4.0-1.2B1.3B
EXAONE·64K CTX· CHAT
10
TOK/S · 43% VRAM
D
OPT 1.3B1.3B
OPT·2K CTX· CHAT
10
TOK/S · 43% VRAM
D
Phi-1 1.3B1.3B
PHI·2K CTX· CODING
10
TOK/S · 43% VRAM
D
Phi-1.5 1.3B1.3B
PHI·2K CTX· CHAT· CODING
10
TOK/S · 43% VRAM
D
Falcon-H1 1.5B1.5B
FALCON·128K CTX· CHAT· CODING
9
TOK/S · 47% VRAM
D
GPT-2 XL 1.5B1.5B
GPT2·1K CTX· CHAT
9
TOK/S · 47% VRAM
D
Qwen2.5-Coder-1.5B1.5B
QWEN·32K CTX· CHAT· TOOL_USE· CODING
9
TOK/S · 47% VRAM
D
Qwen2 Math 1.5B1.5B
QWEN·4K CTX· REASONING
9
TOK/S · 47% VRAM
D
Qwen 2.5 1.5B1.5B
QWEN·32K CTX· CHAT· CODING
9
TOK/S · 47% VRAM
D
Yi Coder 1.5B1.5B
YI·125K CTX· CODING
9
TOK/S · 47% VRAM
D
SmolLM2 1.7B1.71B
SMOLLM·8K CTX· CHAT
8
TOK/S · 51% VRAM
D
Qwen3 1.7B1.7B
QWEN·32K CTX· CHAT· REASONING
8
TOK/S · 51% VRAM
D
stablelm-2-1_6b1.6B
STABLELM·4K CTX· CHAT
8
TOK/S · 49% VRAM
F
Gemma 1 2B2B
GEMMA·8K CTX· CHAT
7
TOK/S · 57% VRAM
F
Granite 3.0 2B2B
GRANITE·128K CTX· CHAT· CODING
7
TOK/S · 57% VRAM
F
Granite 3.1 2B2B
GRANITE·128K CTX· CHAT· CODING
7
TOK/S · 57% VRAM
F
Granite 3.3 2B2B
GRANITE·125K CTX· CHAT· REASONING· CODING
7
TOK/S · 57% VRAM
F
Qwen 3.5 2B2B
QWEN·256K CTX· CHAT· CODING· REASONING
7
TOK/S · 57% VRAM
▸ NEXT STEP

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See ranked models with benchmark scores, run commands, and precise speed estimates for your ARM Mali-G57 MC3.

▸ DEVICE UNDER TEST

ARM Mali-G57 MC33 GB VRAM.

ARM MALI-G57 MC3 SPEC
BRAND
Apple
VRAM
3 GB
BANDWIDTH
14.9 GB/s
FP16 COMPUTE
0.12 TFLOPS
FP32 COMPUTE
0.06 TFLOPS
TDP
2.5 W
ARCHITECTURE
Valhall
▸ AI CAPABILITY
61/ 331 models @ Q4

With 3 GB VRAM and 14.9 GB/s bandwidth, this GPU handles models up to 3.2B parameters.

Speed ≈ bandwidth / model_size × efficiency. A 7B model at Q4 runs at ~2 tok/s.

§ 01TOP MODELS FOR ARM MALI-G57 MC3
61 FIT · SHOWING 20
MODELSIZEVRAM Q4TOK/SAVG
granite-4.0-h-micro 3.2B3.2B2.4 GB418.4
Llama-3.2-3B3.2B2.4 GB417.9
Falcon3-3B3.1B2.4 GB425.7
Qwen 2.5 3B3.1B2.4 GB437.2
SmolLM3-3B3.1B2.4 GB430.5
Cogito 3B3B2.3 GB422.1
Falcon-H1 3B3B2.3 GB449.5
Ministral 3B3B2.3 GB429.6
StarCoder2 3B3B2.3 GB49.5
Dolly v2 3B2.8B2.2 GB55.6
StableLM Zephyr 3B2.79B2.2 GB514.9
Zephyr 3B2.79B2.2 GB514.4
OPT 2.7B2.7B2.1 GB528.0
Phi-2 2.7B2.7B2.1 GB524.1
gemma-2-2b2.6B2.1 GB522.9
CodeGemma 2B2.51B2.0 GB522.9
EXAONE Deep 2.4B2.4B2.0 GB627.1
Qwen3.5-2B2.3B1.9 GB619.3
Qwen2-VL 2B2.21B1.8 GB628.3
Gemma 1 2B2B1.7 GB720.2