Qwen1.5 7B Chat By Qwen: Benchmarks, Features and Detailed Analysis. Insights on Qwen1.5 7B Chat.

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

Qwen1.5 7B Chat Benchmarks

ARC: 55.89^-42%

HellaSwag: 78.56^-17.6%

MMLU: 61.7^-28.7%

TruthfulQA: 53.65^-9.1%

WinoGrande: 67.8^-22.5%

GSM8K: 13.19^-85.7%

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

Qwen1.5 7B Chat Parameters and Internals

LLM Name	Qwen1.5 7B Chat
Repository	Open on 🤗
Model Size	7b
Required VRAM	15.5 GB
Updated	2024-07-27
Maintainer	Qwen
Model Type	qwen2
Model Files	4.0 GB: 1-of-4 4.0 GB: 2-of-4 4.0 GB: 3-of-4 3.5 GB: 4-of-4
Supported Languages	en
Model Architecture	Qwen2ForCausalLM
License	other
Context Length	32768
Model Max Length	32768
Transformers Version	4.37.0
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	151936
Torch Data Type	bfloat16
Errors	replace

Quantized Models of the Qwen1.5 7B Chat

Model	Likes	Downloads	VRAM
Qwen1.5 7B Chat GGUF	1	198	3 GB

Best Alternatives to Qwen1.5 7B Chat

Best Alternatives	HF Rank	Context/RAM	Downloads	Likes
Qwen2 7B	0.5	128K / 15.4 GB	159715	102
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

Note: green Score (e.g. "73.2") means that the model is better than Qwen/Qwen1.5-7B-Chat.

Rank the Qwen1.5 7B Chat 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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