What are the hardware requirements for DeepCoder 14B Preview?

DeepCoder 14B Preview requires approximately 59.1 GB of VRAM and supports a context window of 128K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed DeepCoder 14B Preview and how large is it?

DeepCoder 14B Preview is developed by agentica-org, a model with 14b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate DeepCoder 14B Preview?

DeepCoder 14B Preview is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

DeepCoder 14B Preview by agentica-org — VRAM 59.1GB, 128K context

Name: DeepCoder 14B Preview
Author: agentica-org

DeepCoder 14B Preview is an open-source language model by agentica-org. Features: 14b LLM, VRAM: 59.1GB, Context: 128K, License: mit, LLM Explorer Score: 0.22.

Base model:deepseek-ai/deepsee... Base model:finetune:deepseek-a... Conversational Dataset:likaixin/taco-verified Dataset:livecodebench/code gen... Dataset:primeintellect/verifia... En Endpoints compatible Qwen2 Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/agentica-org/DeepCoder-14B-Preview

DeepCoder 14B Preview Parameters and Internals

LLM Name	DeepCoder 14B Preview
Repository 🤗	https://huggingface.co/agentica-org/DeepCoder-14B-Preview
Base Model(s)	DeepSeek R1 Distill Qwen 14B deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
Model Size	14b
Required VRAM	59.1 GB
Updated	2026-07-31
Maintainer	agentica-org
Model Type	qwen2
Model Files	4.8 GB: 1-of-12 5.0 GB: 2-of-12 4.9 GB: 3-of-12 5.0 GB: 4-of-12 4.9 GB: 5-of-12 5.0 GB: 6-of-12 4.9 GB: 7-of-12 5.0 GB: 8-of-12 4.9 GB: 9-of-12 5.0 GB: 10-of-12 4.9 GB: 11-of-12 4.8 GB: 12-of-12
Supported Languages	en
Model Architecture	Qwen2ForCausalLM
License	mit
Context Length	131072
Model Max Length	131072
Transformers Version	4.47.1
Tokenizer Class	LlamaTokenizer
Padding Token	<｜end▁of▁sentence｜>
Vocabulary Size	152064
Torch Data Type	float32

Rank the DeepCoder 14B Preview capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

Quantized Models of the DeepCoder 14B Preview

Model	Likes	Downloads	VRAM
DeepCoder 14B Preview 8bit	3	62	15 GB
DeepCoder 14B Preview 4bit	2	15	8 GB

Best Alternatives to DeepCoder 14B Preview

Best Alternatives	Context / RAM	Downloads	Likes
Qwen2.5 14B Instruct 1M	986K / 29.6 GB	10388	342
T3Q Qwen2.5 14B V1.0 E3	986K / 29.7 GB	852	28
ZYH LLM Qwen2.5 14B V4	986K / 29.7 GB	27	8
Qwen2.5 14B 1M YOYO V3	986K / 29.7 GB	254	4
Qwen2.5 14B YOYO V4	986K / 29.7 GB	20	5
Qwen2.5 14B YOYO Latest V2	986K / 29.7 GB	129	0
ZYH LLM Qwen2.5 14B V3	986K / 29.7 GB	23	8
...14B Instruct 1M GRPO Reasoning	986K / 29.7 GB	11	4
Etr1o V1.2	986K / 29.7 GB	11	0
Impish QWEN 14B 1M	986K / 29.7 GB	56	26

Note: green Score (e.g. "73.2") means that the model is better than agentica-org/DeepCoder-14B-Preview.