hf.co/bloomer010/Ling-3.0-tiny-GGUF:Q8_0
OLLAMA GGUFbailingmoe3 · 7.89B · unknown
Aug 23, 2026 · Apple M1 Pro
starling-lm:7b
OLLAMA GGUFllama · 7B · Q4_0
Mar 6, 2026 · Apple M4
Global Score
68 vs 65
Hardware Fit
93 vs 96
Quality Score
57 vs 52
Hardware
hf.co/bloomer010/L… starling-lm:7b
MachineMacBook ProMacBook Air
CPUApple M1 ProApple M4
Cores1010
RAM16 GB32 GB
GPUApple M1 ProApple M4
OSmacOS 26.6.2macOS 26.3
Archarm64arm64
Power Modebalancedbalanced
Performance
hf.co/bloomer010/L… starling-lm:7b
Tokens/sec58.923.8
First chunk208 ms232 ms
TTFT208 ms232 ms
Load time4.4 s0.4 s
Memory usage8.5 GB5.3 GB
Memory %53%17%
HW Fit Score Breakdown
hf.co/bloomer010/Ling-3…
Speed
50/50
TTFT
20/20
Memory
23/30
starling-lm:7b
Speed
46/50
TTFT
20/20
Memory
30/30
Quality
hf.co/bloomer010/Ling-3…
Reasoning
19/20
Coding
17/20
Instruction
3/20
Structured
1/15
Math
15/15
Multilingual
2/10
Reasoning: Strong Coding: Strong Instruction Following: Poor Structured Output: Poor Math: Strong Multilingual: Poor
starling-lm:7b
Reasoning
10/20
Coding
13/20
Instruction
8/20
Structured
3/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Weak Structured Output: Poor Math: Adequate Multilingual: Strong
Run yours and compare
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