Qwen2.5 Coder 0.5B Instruct By Qwen: Benchmarks, Features and Detailed Analysis. Insights on Qwen2.5 Coder 0.5B Instruct.

Arxiv:2407.10671 Arxiv:2409.12186 Autotrain compatible Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-coder-... Chat Code Codegen Codeqwen Conversational En Endpoints compatible Instruct Qwen Qwen-coder Qwen2 Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen2.5-Coder-0.5B-Instruct

Qwen2.5 Coder 0.5B Instruct Benchmarks

LLME Score: 0.35857

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

Qwen2.5 Coder 0.5B Instruct (Qwen/Qwen2.5-Coder-0.5B-Instruct)

Qwen2.5 Coder 0.5B Instruct Parameters and Internals

Model Type

Causal Language Models

Use Cases

Areas:

research, commercial applications

Applications:

code generation, code reasoning, code fixing, Code Agents, mathematics

Supported Languages

en (fluent)

Training Details

Data Sources:

source code, text-code grounding, Synthetic data

Data Volume:

5.5 trillion tokens

Methodology:

Pretraining & Post-training

Context Length:

32768

Model Architecture:

transformers with RoPE, SwiGLU, RMSNorm, Attention QKV bias and tied word embeddings

Input Output

Input Format:

structured prompt

Accepted Modalities:

text

Output Format:

generated text response

Release Notes

Notes:

Significant improvements in code generation, reasoning, and fixing.

LLM Name	Qwen2.5 Coder 0.5B Instruct
Repository 🤗	https://huggingface.co/Qwen/Qwen2.5-Coder-0.5B-Instruct
Base Model(s)	Qwen/Qwen2.5-Coder-0.5B Qwen/Qwen2.5-Coder-0.5B
Model Size	0.5b
Required VRAM	1 GB
Updated	2024-12-21
Maintainer	Qwen
Model Type	qwen2
Instruction-Based	Yes
Model Files	1.0 GB
Supported Languages	en
Generates Code	Yes
Model Architecture	Qwen2ForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.43.1
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	151936
Torch Data Type	bfloat16
Errors	replace

Quantized Models of the Qwen2.5 Coder 0.5B Instruct

Model	Likes	Downloads	VRAM
...en2.5 Coder 0.5B Instruct 4bit	2	125	0 GB

Best Alternatives to Qwen2.5 Coder 0.5B Instruct

Best Alternatives	Context / RAM	Downloads	Likes
...Evmind 0.5B Instruct V0.2411.4	32K / 1 GB	87	0
...en2.5 Coder 0.5B Instruct 4bit	32K / 0.3 GB	125	2
...oder 0.5B Instruct Abliterated	32K / 1 GB	36	0
Qwen2.5 Coder 0.5B Merged	32K / 1.3 GB	28	0

Rank the Qwen2.5 Coder 0.5B Instruct Capabilities

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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

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Original data from HuggingFace, OpenCompass and various public git repos.

Release v20241217

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