vanilj/palmyra-fin-70b-32k:IQ2_XXS

OLLAMA GGUF

llama · 70.6B · IQ2_XXS

Not Rec.

Aug 5, 2026 · AMD RYZEN AI MAX+ 395

starcoder2:7b

OLLAMA GGUF

starcoder2 · 7B · Q4_0

Not Rec.

Mar 2, 2026 · Apple M4

Global Score

45 vs 35

Hardware Fit

54 vs 97

Quality Score

41 vs 8

Hardware

vanilj/palmyra-fin… starcoder2:7b

MachineAZW GTR ProMacBook Air

CPUAMD RYZEN AI MAX+ 395Apple M4

Cores3210

RAM125 GB32 GB

GPURadeon 8060SApple M4

OSUbuntu 24.04.4 LTSmacOS 26.3

Archx64arm64

Power Modelow-powerbalanced

Performance

vanilj/palmyra-fin… starcoder2:7b

Tokens/sec6.823.8

First chunk692 msN/A

TTFT692 ms251 ms

Load time0.2 s0.4 s

Memory usage27.9 GB6.3 GB

Memory %22%20%

HW Fit Score Breakdown

vanilj/palmyra-fin-70b-…

Speed

6/50

TTFT

18/20

Memory

30/30

starcoder2:7b

Speed

37/50

TTFT

30/20

Memory

30/30

Quality

vanilj/palmyra-fin-70b-…

Reasoning

7/20

Coding

2/20

Instruction

14/20

Structured

11/15

Math

0/15

Multilingual

7/10

Reasoning: Weak Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Adequate

starcoder2:7b

Reasoning

0/20

Coding

1/20

Instruction

4/20

Structured

2/15

Math

0/15

Multilingual

1/10

Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor

View vanilj/palmyra-fin… details | View starcoder2:7b details

Run yours and compare

$ npm install -g metrillm@latest

$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest