hf.co/bloomer010/Ling-3.0-tiny-GGUF:Q8_0
OLLAMA GGUFbailingmoe3 · 7.89B · unknown
Aug 23, 2026 · Apple M1 Pro
lfm2-24b-a2b
LM-STUDIO GGUFMar 6, 2026 · Apple M4 Pro
Global Score
68 vs 78
Hardware Fit
93 vs 100
Quality Score
57 vs 68
Hardware
hf.co/bloomer010/L… lfm2-24b-a2b
MachineMacBook ProMac mini
CPUApple M1 ProApple M4 Pro
Cores1014
RAM16 GB64 GB
GPUApple M1 ProApple M4 Pro
OSmacOS 26.6.2macOS 15.7.4
Archarm64arm64
Power Modebalancedbalanced
Performance
hf.co/bloomer010/L… lfm2-24b-a2b
Tokens/sec58.9105.9
First chunk208 ms252 ms
TTFT208 ms252 ms
Load time4.4 sN/A
Memory usage8.5 GB0.1 GB
Memory %53%0%
HW Fit Score Breakdown
hf.co/bloomer010/Ling-3…
Speed
50/50
TTFT
20/20
Memory
23/30
lfm2-24b-a2b
Speed
50/50
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
lfm2-24b-a2b
Reasoning
12/20
Coding
14/20
Instruction
12/20
Structured
13/15
Math
8/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
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