deepcoder

DeepCoder is a fully open-Source 14B coder model at O3-mini level, with a 1.5B version also available.

1.5b 14b

Hızlı Kurulum (Ollama kuruluysa)

ollama run deepcoder

Ollama kurulu değil mi? ollama.com/download — Windows, macOS ve Linux için ücretsiz. İlk çalıştırmada model indirilir, sonrası tamamen çevrimdışıdır.

Varyantlar

Boyut büyüdükçe kalite artar, donanım ihtiyacı yükselir. Başlangıç için küçük varyantı deneyin.

Etiket	Boyut	Bağlam	Girdi	Komut
latest	9.0GB	128K	Text	`ollama run deepcoder:latest`
1.5b	1.1GB	128K	Text	`ollama run deepcoder:1.5b`
14b	9.0GB	128K	Text	`ollama run deepcoder:14b`
1.5b-preview-q4_K_M	1.1GB	128K	Text	`ollama run deepcoder:1.5b-preview-q4_K_M`
1.5b-preview-q8_0	1.9GB	128K	Text	`ollama run deepcoder:1.5b-preview-q8_0`
1.5b-preview-fp16	3.6GB	128K	Text	`ollama run deepcoder:1.5b-preview-fp16`
14b-preview-q4_K_M	9.0GB	128K	Text	`ollama run deepcoder:14b-preview-q4_K_M`
14b-preview-q8_0	16GB	128K	Text	`ollama run deepcoder:14b-preview-q8_0`
14b-preview-fp16	30GB	128K	Text	`ollama run deepcoder:14b-preview-fp16`

Model Detayları ve Benchmarklar (kaynak: ollama.com)

Through a joint collaboration between the Agentica team and Together AI, DeepCoder-14B-Preview is a code reasoning model finetuned from Deepseek-R1-Distilled-Qwen-14B via distributed RL. It achieves an impressive 60.6% Pass@1 accuracy on LiveCodeBench (+8% improvement), matching the performance of o3-mini-2025-01-031 (Low) and o1-2024-12-17 with just 14B parameters

Evaluation

Model	LCB (v5)(8/1/24-2/1/25)	Codeforces Rating	Codeforces Percentile	HumanEval+
DeepCoder-14B-Preview	*60.6*	*1936*	*95.3*	*92.6*
DeepSeek-R1-Distill-Qwen-14B	53.0	1791	92.7	92.0
O1-2024-12-17 (Low)	59.5	1991	96.1	90.8
O3-Mini-2025-1-31 (Low)	60.9	1918	94.9	92.6
O1-Preview	42.7	1658	88.5	89
Deepseek-R1	62.8	1948	95.4	92.6
Llama-4-Behemoth	49.4	-	-	-

References

Blog post