hf.co/bloomer010/Ling-3.0-tiny-GGUF:Q8_0
OLLAMA GGUFbailingmoe3 · 7.89B · unknown
Aug 23, 2026 · Apple M1 Pro
devstral-small-2-24b-instruct-2512
LM-STUDIO GGUFmistral3 · 24B · IQ4_XS
Sep 20, 2026 · AMD Ryzen 7 5800X 8-Core Processor
Global Score
68 vs 81
Hardware Fit
94 vs 80
Quality Score
57 vs 81
Hardware
hf.co/bloomer010/L… devstral-small-2-2…
MachineMacBook ProSystem manufacturer
CPUApple M1 ProAMD Ryzen 7 5800X 8-Core Processor
Cores1016
RAM16 GB31 GB
GPUApple M1 ProNavi 44 [Radeon RX 9060 XT]
OSmacOS 26.6.2Ubuntu 26.04.1 LTS
Archarm64x64
Power Modebalancedperformance
Performance
hf.co/bloomer010/L… devstral-small-2-2…
Tokens/sec58.421.5
First chunk220 ms12 ms
TTFT220 ms212 ms
Load time0.0 sN/A
Memory usage8.4 GB15.9 GB
Memory %53%51%
HW Fit Score Breakdown
hf.co/bloomer010/Ling-3…
Speed
50/50
TTFT
20/20
Memory
24/30
devstral-small-2-24b-in…
Speed
35/50
TTFT
20/20
Memory
25/30
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
devstral-small-2-24b-in…
Reasoning
16/20
Coding
17/20
Instruction
17/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong
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