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Xgen 7B 8K Open Instruct by VMware

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  Autotrain compatible   Dataset:vmware/open-instruct   En   Endpoints compatible   Ext 8k   Instruct   Llama   Pytorch   Region:us   Sharded

Xgen 7B 8K Open Instruct Benchmarks

LLME Score: 0.13234
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Xgen 7B 8K Open Instruct Parameters and Internals

LLM NameXgen 7B 8K Open Instruct
Repository 🤗https://huggingface.co/VMware/xgen-7b-8k-open-instruct 
Model Size7b
Required VRAM13.7 GB
Updated2024-09-18
MaintainerVMware
Model Typellama
Instruction-BasedYes
Model Files  9.9 GB: 1-of-2   3.8 GB: 2-of-2
Supported Languagesen
Context Length8k
Model ArchitectureLlamaForCausalLM
Licensecc-by-3.0
Context Length8192
Model Max Length8192
Transformers Version4.30.2
Tokenizer ClassXgenTokenizer
End of Sentence Token<|endoftext|>
Vocabulary Size51200
Torch Data Typebfloat16
Xgen 7B 8K Open Instruct (VMware/xgen-7b-8k-open-instruct)

Quantized Models of the Xgen 7B 8K Open Instruct

Model
Likes
Downloads
VRAM
Xgen 7B 8K Open Instruct Gptq474 GB

Best Alternatives to Xgen 7B 8K Open Instruct

Best Alternatives
Context / RAM
Downloads
Likes
Llama 2 7B 32K Instruct32K / 13.5 GB10543160
Qwen2 7B Instruct Llama32K / 15.2 GB43
Qwen2 7B Instruct Mistral32K / 15.2 GB31
AIRIC The Mistral32K / 14.4 GB6817
...ls Vikhr 7B Instruct 0.4 4bits32K / 5.2 GB50
Vikhr 7B Instruct 0.332K / 14.6 GB204
... Samantha Philosopher 7B Slerp32K / 13.4 GB42
Vikhr 7B Instruct Merged32K / 14.6 GB44
Clinical Ehr Prototype 0.132K / 14.4 GB142
...stral 7B Instruct V0.1 Sharded32K / 14.4 GB130013
Note: green Score (e.g. "73.2") means that the model is better than VMware/xgen-7b-8k-open-instruct.

Rank the Xgen 7B 8K Open 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 v2024072803
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