model family

Qwen2.5

Published by Qwen. 3 members have been measured on real machines. Every number below was signed by the machine that produced it — none of it is from a model card.

what it takes, what it returns
text → text

Declared by the network’s catalog, not measured — a signature says what this family would be asked. Whether it answered is the signed capability flags on each member.

3 of 1 builds measured
what each build proved
0.5b · Q4_K_M · Qwen
0.5b · Q4_K_M · Qwen
0.5b
0.5b · Q4_K_M · Qwen · Tool calling — proved0.5b · Q4_K_M · Qwen · Tool loop finished — proved0.5b · Q4_K_M · Qwen · Faithful to tool results — proved0.5b · Q4_K_M · Qwen · Structured output — proved0.5b · Q4_K_M · Qwen · Sustained output — proved0.5b · Q4_K_M · Qwen · Writes code — proved0.5b · Q4_K_M · Qwen · Follows instructions — proved0.5b · Q4_K_M · Qwen · Tool calling — proved0.5b · Q4_K_M · Qwen · Tool loop finished — proved0.5b · Q4_K_M · Qwen · Faithful to tool results — proved0.5b · Q4_K_M · Qwen · Structured output — proved0.5b · Q4_K_M · Qwen · Sustained output — proved0.5b · Q4_K_M · Qwen · Writes code — proved0.5b · Q4_K_M · Qwen · Follows instructions — proved0.5b · Tool calling — never asked0.5b · Tool loop finished — never asked0.5b · Faithful to tool results — never asked0.5b · Structured output — never asked0.5b · Sustained output — never asked0.5b · Writes code — never asked0.5b · Follows instructions — never asked
Tool calling
Tool loop finished
Faithful to tool results
Structured output
Sustained output
Writes code
Follows instructions
hf.co/Qwen/Qwen2.5-0.5B-Instruct-GGUF:q4_k_m0.5b · Q4_K_M · 4 machines · 630M
16,384recalled
—served
124.8best tok/s
95.6 tok/s · NVIDIA · Bhubaneswar39.7 tok/s · x86 · CPU · Hyderabad10.6 tok/s · x86 · CPU · Hyderabad5.8 tok/s · unnamed machine
5.8 → 95.6 tok/s across 4 machines · ×16.6 spreadNVIDIAx86 · CPUunnamed machine
recalled 16k⌐ declared 32k · unsignedadvertises 2× what it proved
hf.co/Qwen/Qwen2.5-0.5B-Instruct-GGUF:Q4_K_M0.5b · Q4_K_M · 4 machines · 630M
16,384recalled
—served
124.8best tok/s
95.6 tok/s · NVIDIA · Bhubaneswar31.8 tok/s · x86 · CPU · Hyderabad10.6 tok/s · x86 · CPU · Hyderabad5.8 tok/s · unnamed machine
5.8 → 95.6 tok/s across 4 machines · ×16.6 spreadNVIDIAx86 · CPUunnamed machine
recalled 16k⌐ declared 32k · unsignedadvertises 2× what it proved
qwen2.5:0.5b0.5b · 1 machine
—recalled
—served
4.8best tok/s

Builds this network knows of

Declared, not measured — this is what the catalog says exists and what it would cost a machine to hold. Nothing here is signed, and none of it claims the build works.

the same builds, by member
Qwen2.5 0.5B Instruct0.5B
hf.co/Qwen/Qwen2.5-0.5B-Instruct-GGUF:q4_k_mQ4_K_Mollama468 MiB on diskpublished by Qwen
ask your own gram

Your concierge can answer this from the network rather than from this page. The ask carries the operator id, so it resolves to a capability and an engine — not to a name somebody has to recognise.

What has this network measured about the Qwen2.5 family (epn.family.qwen-2-5), and can my gram run any of it? See /inferences/qwen-2-5

open a gramx with this ask →epn.family.qwen-2-5