Qwen2 7B By Qwen: Benchmarks, Features and Detailed Analysis. Insights on Qwen2 7B.

Autotrain compatible Conversational En Endpoints compatible Pretrained Qwen2 Region:us Safetensors Sharded Tensorflow

Qwen2 7B Benchmarks

ARC: 59.73^-38%

HellaSwag: 79.82^-16.2%

MMLU: 70.45^-18.6%

TruthfulQA: 53.14^-9.9%

WinoGrande: 74.35^-15%

GSM8K: 72.93^-20.7%

^nn.n% — How the model compares to the GPT-4.

Qwen2 7B Parameters and Internals

LLM Name	Qwen2 7B
Repository	Open on 🤗
Model Size	7b
Required VRAM	15.4 GB
Updated	2024-07-27
Maintainer	Qwen
Model Type	qwen2
Model Files	4.0 GB: 1-of-4 3.9 GB: 2-of-4 3.9 GB: 3-of-4 3.6 GB: 4-of-4
Supported Languages	en
Model Architecture	Qwen2ForCausalLM
License	apache-2.0
Context Length	131072
Model Max Length	131072
Transformers Version	4.37.2
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	152064
Torch Data Type	bfloat16
Errors	replace

Quantized Models of the Qwen2 7B

Model	Likes	Downloads	VRAM
Samantha Qwen2 7B AWQ	0	48	5 GB
...lphin 2.9.2 Qwen2 7B Bpw6 EXL2	1	20	6 GB

Best Alternatives to Qwen2 7B

Best Alternatives	HF Rank	Context/RAM	Downloads	Likes
Einstein V7 Qwen2 7B	0.4	128K / 15.2 GB	2168	32
Qwen2 7B Instruct V0.8	0.4	128K / 15.2 GB	40990	3
Dolphin 2.9.2 Qwen2 7B	0.4	128K / 15.2 GB	4242	54
Calme 2.8 Qwen2 7B	0.3	128K / 15.2 GB	41039	4
Qwen2 7B Instruct V0.4	0.3	128K / 15.2 GB	41008	1
Qwen2 7B Instruct V0.5	0.3	128K / 15.2 GB	41019	1
Calme 2.5 Qwen2 7B	0.3	128K / 15.2 GB	41032	1
Calme 2.4 Qwen2 7B	0.3	128K / 15.2 GB	41022	1
Calme 2.7 Qwen2 7B	0.3	128K / 15.2 GB	40985	1
Qwen2 7B Instruct V0.1	0.3	128K / 15.2 GB	40968	1

Rank the Qwen2 7B 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 v2024072501

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