Qwen2.5 Coder 32B Instruct

Context: 33K
Released: 1y ago
Parameters: 32B
Input / 1M tokens: $0.66
Output / 1M tokens: $1.00

Benchmarks

DeepSWE is the primary coding benchmark where an exact model evaluation exists. Other sourced evaluations appear below; missing scores are not zero.

Not evaluated in DeepSWE 1.1 as of 2026-09-22. Results are only shown for exact model versions in the official dataset. Official leaderboard.

No benchmark results have been matched to this model yet.

Specifications

Developer: Qwen
Model family: Qwen
Type: Language model
Predecessor: —
Successor: —
Released: November 12, 2024
Model ID: qwen/qwen-2.5-coder-32b-instruct
Openness: Open weights
License: —
Parameters: 32B
Input modalities: text
Output modalities: text
Modality: text->text
Native context: 32K
Tokenizer: Qwen
Max output tokens: 29K
Knowledge cutoff: 2024-06-30
Hugging Face: Qwen/Qwen2.5-Coder-32B-Instruct
Source freshness: Endpoints synced Oct 15, 2026, 2:45 PM UTC

Open-weight builds

Ollama variants

Every published Ollama tag matched to this model, including parameter editions, instruction/base variants, and quantized builds.

180 builds

Variant	Parameters	Type	Quantization	Size	Context	Input
qwen2.5-coder:0.5b-base-fp16	0.5B	base	FP16	994 MB	32K	text
qwen2.5-coder:0.5b-base-q2_K	0.5B	base	Q2_K	339 MB	32K	text
qwen2.5-coder:0.5b-base-q3_K_L	0.5B	base	Q3_K_L	369 MB	32K	text
qwen2.5-coder:0.5b-base-q3_K_M	0.5B	base	Q3_K_M	355 MB	32K	text
qwen2.5-coder:0.5b-base-q3_K_S	0.5B	base	Q3_K_S	338 MB	32K	text
qwen2.5-coder:0.5b-base-q4_0	0.5B	base	Q4_0	352 MB	32K	text
qwen2.5-coder:0.5b-base-q4_1	0.5B	base	Q4_1	375 MB	32K	text
qwen2.5-coder:0.5b-base-q4_K_M	0.5B	base	Q4_K_M	398 MB	32K	text
qwen2.5-coder:0.5b-base-q4_K_S	0.5B	base	Q4_K_S	385 MB	32K	text
qwen2.5-coder:0.5b-base-q5_0	0.5B	base	Q5_0	397 MB	32K	text
qwen2.5-coder:0.5b-base-q5_1	0.5B	base	Q5_1	419 MB	32K	text
qwen2.5-coder:0.5b-base-q5_K_M	0.5B	base	Q5_K_M	420 MB	32K	text
qwen2.5-coder:0.5b-base-q5_K_S	0.5B	base	Q5_K_S	413 MB	32K	text
qwen2.5-coder:0.5b-base-q6_K	0.5B	base	Q6_K	506 MB	32K	text
qwen2.5-coder:0.5b-base	0.5B	base	Q8_0	531 MB	32K	text
qwen2.5-coder:0.5b-instruct-fp16	0.5B	instruct	FP16	994 MB	32K	text
qwen2.5-coder:0.5b-instruct-q2_K	0.5B	instruct	Q2_K	339 MB	32K	text
qwen2.5-coder:0.5b-instruct-q3_K_L	0.5B	instruct	Q3_K_L	369 MB	32K	text
qwen2.5-coder:0.5b-instruct-q3_K_M	0.5B	instruct	Q3_K_M	355 MB	32K	text
qwen2.5-coder:0.5b-instruct-q3_K_S	0.5B	instruct	Q3_K_S	338 MB	32K	text
qwen2.5-coder:0.5b-instruct-q4_0	0.5B	instruct	Q4_0	352 MB	32K	text
qwen2.5-coder:0.5b-instruct-q4_1	0.5B	instruct	Q4_1	375 MB	32K	text
qwen2.5-coder:0.5b	0.5B	instruct	Q4_K_M	398 MB	32K	text
qwen2.5-coder:0.5b-instruct-q4_K_S	0.5B	instruct	Q4_K_S	385 MB	32K	text
qwen2.5-coder:0.5b-instruct-q5_0	0.5B	instruct	Q5_0	397 MB	32K	text
qwen2.5-coder:0.5b-instruct-q5_1	0.5B	instruct	Q5_1	419 MB	32K	text
qwen2.5-coder:0.5b-instruct-q5_K_M	0.5B	instruct	Q5_K_M	420 MB	32K	text
qwen2.5-coder:0.5b-instruct-q5_K_S	0.5B	instruct	Q5_K_S	413 MB	32K	text
qwen2.5-coder:0.5b-instruct-q6_K	0.5B	instruct	Q6_K	506 MB	32K	text
qwen2.5-coder:0.5b-instruct-q8_0	0.5B	instruct	Q8_0	531 MB	32K	text
qwen2.5-coder:1.5b-base-fp16	1.5B	base	FP16	3.1 GB	32K	text
qwen2.5-coder:1.5b-base-q2_K	1.5B	base	Q2_K	676 MB	32K	text
qwen2.5-coder:1.5b-base-q3_K_L	1.5B	base	Q3_K_L	880 MB	32K	text
qwen2.5-coder:1.5b-base-q3_K_M	1.5B	base	Q3_K_M	824 MB	32K	text
qwen2.5-coder:1.5b-base-q3_K_S	1.5B	base	Q3_K_S	761 MB	32K	text
qwen2.5-coder:1.5b-base-q4_0	1.5B	base	Q4_0	935 MB	32K	text
qwen2.5-coder:1.5b-base-q4_1	1.5B	base	Q4_1	1 GB	32K	text
qwen2.5-coder:1.5b-base	1.5B	base	Q4_K_M	986 MB	32K	text
qwen2.5-coder:1.5b-base-q4_K_S	1.5B	base	Q4_K_S	940 MB	32K	text
qwen2.5-coder:1.5b-base-q5_0	1.5B	base	Q5_0	1.1 GB	32K	text
qwen2.5-coder:1.5b-base-q5_1	1.5B	base	Q5_1	1.2 GB	32K	text
qwen2.5-coder:1.5b-base-q5_K_M	1.5B	base	Q5_K_M	1.1 GB	32K	text
qwen2.5-coder:1.5b-base-q5_K_S	1.5B	base	Q5_K_S	1.1 GB	32K	text
qwen2.5-coder:1.5b-base-q6_K	1.5B	base	Q6_K	1.3 GB	32K	text
qwen2.5-coder:1.5b-base-q8_0	1.5B	base	Q8_0	1.6 GB	32K	text
qwen2.5-coder:1.5b-instruct-fp16	1.5B	instruct	FP16	3.1 GB	32K	text
qwen2.5-coder:1.5b-instruct-q2_K	1.5B	instruct	Q2_K	676 MB	32K	text
qwen2.5-coder:1.5b-instruct-q3_K_L	1.5B	instruct	Q3_K_L	880 MB	32K	text
qwen2.5-coder:1.5b-instruct-q3_K_M	1.5B	instruct	Q3_K_M	824 MB	32K	text
qwen2.5-coder:1.5b-instruct-q3_K_S	1.5B	instruct	Q3_K_S	761 MB	32K	text
qwen2.5-coder:1.5b-instruct-q4_0	1.5B	instruct	Q4_0	935 MB	32K	text
qwen2.5-coder:1.5b-instruct-q4_1	1.5B	instruct	Q4_1	1 GB	32K	text
qwen2.5-coder:1.5b	1.5B	instruct	Q4_K_M	986 MB	32K	text
qwen2.5-coder:1.5b-instruct-q4_K_S	1.5B	instruct	Q4_K_S	940 MB	32K	text
qwen2.5-coder:1.5b-instruct-q5_0	1.5B	instruct	Q5_0	1.1 GB	32K	text
qwen2.5-coder:1.5b-instruct-q5_1	1.5B	instruct	Q5_1	1.2 GB	32K	text
qwen2.5-coder:1.5b-instruct-q5_K_M	1.5B	instruct	Q5_K_M	1.1 GB	32K	text
qwen2.5-coder:1.5b-instruct-q5_K_S	1.5B	instruct	Q5_K_S	1.1 GB	32K	text
qwen2.5-coder:1.5b-instruct-q6_K	1.5B	instruct	Q6_K	1.3 GB	32K	text
qwen2.5-coder:1.5b-instruct-q8_0	1.5B	instruct	Q8_0	1.6 GB	32K	text
qwen2.5-coder:3b-base-fp16	3B	base	FP16	6.2 GB	32K	text
qwen2.5-coder:3b-base-q2_K	3B	base	Q2_K	1.3 GB	32K	text
qwen2.5-coder:3b-base-q3_K_L	3B	base	Q3_K_L	1.7 GB	32K	text
qwen2.5-coder:3b-base-q3_K_M	3B	base	Q3_K_M	1.6 GB	32K	text
qwen2.5-coder:3b-base-q3_K_S	3B	base	Q3_K_S	1.5 GB	32K	text
qwen2.5-coder:3b-base-q4_0	3B	base	Q4_0	1.8 GB	32K	text
qwen2.5-coder:3b-base-q4_1	3B	base	Q4_1	2 GB	32K	text
qwen2.5-coder:3b-base	3B	base	Q4_K_M	1.9 GB	32K	text
qwen2.5-coder:3b-base-q4_K_S	3B	base	Q4_K_S	1.8 GB	32K	text
qwen2.5-coder:3b-base-q5_0	3B	base	Q5_0	2.2 GB	32K	text
qwen2.5-coder:3b-base-q5_1	3B	base	Q5_1	2.3 GB	32K	text
qwen2.5-coder:3b-base-q5_K_M	3B	base	Q5_K_M	2.2 GB	32K	text
qwen2.5-coder:3b-base-q5_K_S	3B	base	Q5_K_S	2.2 GB	32K	text
qwen2.5-coder:3b-base-q6_K	3B	base	Q6_K	2.5 GB	32K	text
qwen2.5-coder:3b-base-q8_0	3B	base	Q8_0	3.3 GB	32K	text
qwen2.5-coder:3b-instruct-fp16	3B	instruct	FP16	6.2 GB	32K	text
qwen2.5-coder:3b-instruct-q2_K	3B	instruct	Q2_K	1.3 GB	32K	text
qwen2.5-coder:3b-instruct-q3_K_L	3B	instruct	Q3_K_L	1.7 GB	32K	text
qwen2.5-coder:3b-instruct-q3_K_M	3B	instruct	Q3_K_M	1.6 GB	32K	text
qwen2.5-coder:3b-instruct-q3_K_S	3B	instruct	Q3_K_S	1.5 GB	32K	text
qwen2.5-coder:3b-instruct-q4_0	3B	instruct	Q4_0	1.8 GB	32K	text
qwen2.5-coder:3b-instruct-q4_1	3B	instruct	Q4_1	2 GB	32K	text
qwen2.5-coder:3b	3B	instruct	Q4_K_M	1.9 GB	32K	text
qwen2.5-coder:3b-instruct-q4_K_S	3B	instruct	Q4_K_S	1.8 GB	32K	text
qwen2.5-coder:3b-instruct-q5_0	3B	instruct	Q5_0	2.2 GB	32K	text
qwen2.5-coder:3b-instruct-q5_1	3B	instruct	Q5_1	2.3 GB	32K	text
qwen2.5-coder:3b-instruct-q5_K_M	3B	instruct	Q5_K_M	2.2 GB	32K	text
qwen2.5-coder:3b-instruct-q5_K_S	3B	instruct	Q5_K_S	2.2 GB	32K	text
qwen2.5-coder:3b-instruct-q6_K	3B	instruct	Q6_K	2.5 GB	32K	text
qwen2.5-coder:3b-instruct-q8_0	3B	instruct	Q8_0	3.3 GB	32K	text
qwen2.5-coder:7b-base-fp16	7B	base	FP16	15 GB	32K	text
qwen2.5-coder:7b-base-q2_K	7B	base	Q2_K	3 GB	32K	text
qwen2.5-coder:7b-base-q3_K_L	7B	base	Q3_K_L	4.1 GB	32K	text
qwen2.5-coder:7b-base-q3_K_M	7B	base	Q3_K_M	3.8 GB	32K	text
qwen2.5-coder:7b-base-q3_K_S	7B	base	Q3_K_S	3.5 GB	32K	text
qwen2.5-coder:7b-base-q4_0	7B	base	Q4_0	4.4 GB	32K	text
qwen2.5-coder:7b-base-q4_1	7B	base	Q4_1	4.9 GB	32K	text
qwen2.5-coder:7b-base	7B	base	Q4_K_M	4.7 GB	32K	text
qwen2.5-coder:7b-base-q4_K_S	7B	base	Q4_K_S	4.5 GB	32K	text
qwen2.5-coder:7b-base-q5_0	7B	base	Q5_0	5.3 GB	32K	text
qwen2.5-coder:7b-base-q5_1	7B	base	Q5_1	5.8 GB	32K	text
qwen2.5-coder:7b-base-q5_K_M	7B	base	Q5_K_M	5.4 GB	32K	text
qwen2.5-coder:7b-base-q5_K_S	7B	base	Q5_K_S	5.3 GB	32K	text
qwen2.5-coder:7b-base-q6_K	7B	base	Q6_K	6.3 GB	32K	text
qwen2.5-coder:7b-base-q8_0	7B	base	Q8_0	8.1 GB	32K	text
qwen2.5-coder:7b-instruct-fp16	7B	instruct	FP16	15 GB	32K	text
qwen2.5-coder:7b-instruct-q2_K	7B	instruct	Q2_K	3 GB	32K	text
qwen2.5-coder:7b-instruct-q3_K_L	7B	instruct	Q3_K_L	4.1 GB	32K	text
qwen2.5-coder:7b-instruct-q3_K_M	7B	instruct	Q3_K_M	3.8 GB	32K	text
qwen2.5-coder:7b-instruct-q3_K_S	7B	instruct	Q3_K_S	3.5 GB	32K	text
qwen2.5-coder:7b-instruct-q4_0	7B	instruct	Q4_0	4.4 GB	32K	text
qwen2.5-coder:7b-instruct-q4_1	7B	instruct	Q4_1	4.9 GB	32K	text
qwen2.5-coder:latest	7B	instruct	Q4_K_M	4.7 GB	32K	text
qwen2.5-coder:7b-instruct-q4_K_S	7B	instruct	Q4_K_S	4.5 GB	32K	text
qwen2.5-coder:7b-instruct-q5_0	7B	instruct	Q5_0	5.3 GB	32K	text
qwen2.5-coder:7b-instruct-q5_1	7B	instruct	Q5_1	5.8 GB	32K	text
qwen2.5-coder:7b-instruct-q5_K_M	7B	instruct	Q5_K_M	5.4 GB	32K	text
qwen2.5-coder:7b-instruct-q5_K_S	7B	instruct	Q5_K_S	5.3 GB	32K	text
qwen2.5-coder:7b-instruct-q6_K	7B	instruct	Q6_K	6.3 GB	32K	text
qwen2.5-coder:7b-instruct-q8_0	7B	instruct	Q8_0	8.1 GB	32K	text
qwen2.5-coder:14b-base-fp16	14B	base	FP16	30 GB	32K	text
qwen2.5-coder:14b-base-q2_K	14B	base	Q2_K	5.8 GB	32K	text
qwen2.5-coder:14b-base-q3_K_L	14B	base	Q3_K_L	7.9 GB	32K	text
qwen2.5-coder:14b-base-q3_K_M	14B	base	Q3_K_M	7.3 GB	32K	text
qwen2.5-coder:14b-base-q3_K_S	14B	base	Q3_K_S	6.7 GB	32K	text
qwen2.5-coder:14b-base-q4_0	14B	base	Q4_0	8.5 GB	32K	text
qwen2.5-coder:14b-base-q4_1	14B	base	Q4_1	9.4 GB	32K	text
qwen2.5-coder:14b-base	14B	base	Q4_K_M	9 GB	32K	text
qwen2.5-coder:14b-base-q4_K_S	14B	base	Q4_K_S	8.6 GB	32K	text
qwen2.5-coder:14b-base-q5_0	14B	base	Q5_0	10 GB	32K	text
qwen2.5-coder:14b-base-q5_1	14B	base	Q5_1	11 GB	32K	text
qwen2.5-coder:14b-base-q5_K_M	14B	base	Q5_K_M	11 GB	32K	text
qwen2.5-coder:14b-base-q5_K_S	14B	base	Q5_K_S	10 GB	32K	text
qwen2.5-coder:14b-base-q6_K	14B	base	Q6_K	12 GB	32K	text
qwen2.5-coder:14b-base-q8_0	14B	base	Q8_0	16 GB	32K	text
qwen2.5-coder:14b-instruct-fp16	14B	instruct	FP16	30 GB	32K	text
qwen2.5-coder:14b-instruct-q2_K	14B	instruct	Q2_K	5.8 GB	32K	text
qwen2.5-coder:14b-instruct-q3_K_L	14B	instruct	Q3_K_L	7.9 GB	32K	text
qwen2.5-coder:14b-instruct-q3_K_M	14B	instruct	Q3_K_M	7.3 GB	32K	text
qwen2.5-coder:14b-instruct-q3_K_S	14B	instruct	Q3_K_S	6.7 GB	32K	text
qwen2.5-coder:14b-instruct-q4_0	14B	instruct	Q4_0	8.5 GB	32K	text
qwen2.5-coder:14b-instruct-q4_1	14B	instruct	Q4_1	9.4 GB	32K	text
qwen2.5-coder:14b	14B	instruct	Q4_K_M	9 GB	32K	text
qwen2.5-coder:14b-instruct-q4_K_S	14B	instruct	Q4_K_S	8.6 GB	32K	text
qwen2.5-coder:14b-instruct-q5_0	14B	instruct	Q5_0	10 GB	32K	text
qwen2.5-coder:14b-instruct-q5_1	14B	instruct	Q5_1	11 GB	32K	text
qwen2.5-coder:14b-instruct-q5_K_M	14B	instruct	Q5_K_M	11 GB	32K	text
qwen2.5-coder:14b-instruct-q5_K_S	14B	instruct	Q5_K_S	10 GB	32K	text
qwen2.5-coder:14b-instruct-q6_K	14B	instruct	Q6_K	12 GB	32K	text
qwen2.5-coder:14b-instruct-q8_0	14B	instruct	Q8_0	16 GB	32K	text
qwen2.5-coder:32b-base-fp16	32B	base	FP16	66 GB	32K	text
qwen2.5-coder:32b-base-q2_K	32B	base	Q2_K	12 GB	32K	text
qwen2.5-coder:32b-base-q3_K_L	32B	base	Q3_K_L	17 GB	32K	text
qwen2.5-coder:32b-base-q3_K_M	32B	base	Q3_K_M	16 GB	32K	text
qwen2.5-coder:32b-base-q3_K_S	32B	base	Q3_K_S	14 GB	32K	text
qwen2.5-coder:32b-base-q4_0	32B	base	Q4_0	19 GB	32K	text
qwen2.5-coder:32b-base-q4_1	32B	base	Q4_1	21 GB	32K	text
qwen2.5-coder:32b-base	32B	base	Q4_K_M	20 GB	32K	text
qwen2.5-coder:32b-base-q4_K_S	32B	base	Q4_K_S	19 GB	32K	text
qwen2.5-coder:32b-base-q5_0	32B	base	Q5_0	23 GB	32K	text
qwen2.5-coder:32b-base-q5_1	32B	base	Q5_1	25 GB	32K	text
qwen2.5-coder:32b-base-q5_K_M	32B	base	Q5_K_M	23 GB	32K	text
qwen2.5-coder:32b-base-q5_K_S	32B	base	Q5_K_S	23 GB	32K	text
qwen2.5-coder:32b-base-q6_K	32B	base	Q6_K	27 GB	32K	text
qwen2.5-coder:32b-base-q8_0	32B	base	Q8_0	35 GB	32K	text
qwen2.5-coder:32b-instruct-fp16	32B	instruct	FP16	66 GB	32K	text
qwen2.5-coder:32b-instruct-q2_K	32B	instruct	Q2_K	12 GB	32K	text
qwen2.5-coder:32b-instruct-q3_K_L	32B	instruct	Q3_K_L	17 GB	32K	text
qwen2.5-coder:32b-instruct-q3_K_M	32B	instruct	Q3_K_M	16 GB	32K	text
qwen2.5-coder:32b-instruct-q3_K_S	32B	instruct	Q3_K_S	14 GB	32K	text
qwen2.5-coder:32b-instruct-q4_0	32B	instruct	Q4_0	19 GB	32K	text
qwen2.5-coder:32b-instruct-q4_1	32B	instruct	Q4_1	21 GB	32K	text
qwen2.5-coder:32b	32B	instruct	Q4_K_M	20 GB	32K	text
qwen2.5-coder:32b-instruct-q4_K_S	32B	instruct	Q4_K_S	19 GB	32K	text
qwen2.5-coder:32b-instruct-q5_0	32B	instruct	Q5_0	23 GB	32K	text
qwen2.5-coder:32b-instruct-q5_1	32B	instruct	Q5_1	25 GB	32K	text
qwen2.5-coder:32b-instruct-q5_K_M	32B	instruct	Q5_K_M	23 GB	32K	text
qwen2.5-coder:32b-instruct-q5_K_S	32B	instruct	Q5_K_S	23 GB	32K	text
qwen2.5-coder:32b-instruct-q6_K	32B	instruct	Q6_K	27 GB	32K	text
qwen2.5-coder:32b-instruct-q8_0	32B	instruct	Q8_0	35 GB	32K	text

Infrastructure

Provider availability

All providers

Provider	Endpoint	Context	Input /M tokens	Output /M tokens	Cached input /M tokens	Cache write /M tokens	Uptime 1d	Data handling
Cloudflare	cloudflare	33K	$0.66	$1.00	—	—	100.00%	ZDR: No Training: Unknown Prompt logging: Unknown Retention: Unknown ZDR source Privacy policy Checked 2026-10-15

Provider data:OpenRouter

Deployment graph

Can I run this?

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