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Claude2 Alpaca 13B by umd-zhou-lab

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  Autotrain compatible Dataset:umd-zhou-lab/claude2 a...   En   Endpoints compatible   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/umd-zhou-lab/claude2-alpaca-13B 

Claude2 Alpaca 13B Benchmarks

ARC: 61.18 vs 96.7 (so35)-36.7%
HellaSwag: 84.21 vs 95.3 (gpt4)-11.6%
MMLU: 55.93 vs 88.3 (so35)-36.7%
TruthfulQA: 45.02 vs 59 (gpt4)-23.7%
WinoGrande: 76.8 vs 87.5 (gpt4)-12.2%
GSM8K: 28.28 vs 96.4 (so35)-70.7%
LLME Score: 0.13103
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Claude2 Alpaca 13B (umd-zhou-lab/claude2-alpaca-13B)
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Claude2 Alpaca 13B Parameters and Internals

Model Type 
An auto-regressive language model based on the transformer architecture
Use Cases 
Areas:
Research on large language models and chatbots
Applications:
Natural language processing, machine learning, and artificial intelligence
Primary Use Cases:
Research
Supported Languages 
en (English)
Training Details 
Data Sources:
umd-zhou-lab/claude2_alpaca, Stanford Alpaca
Methodology:
Fine-tuning llama-2 with claude2 alpaca data
Context Length:
2048
Model Architecture:
Transformer
LLM NameClaude2 Alpaca 13B
Repository 🤗https://huggingface.co/umd-zhou-lab/claude2-alpaca-13B 
Model Size13b
Required VRAM52.1 GB
Updated2025-09-12
Maintainerumd-zhou-lab
Model Typellama
Model Files  10.0 GB: 1-of-6   9.9 GB: 2-of-6   9.9 GB: 3-of-6   9.9 GB: 4-of-6   9.9 GB: 5-of-6   2.5 GB: 6-of-6
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32001
Torch Data Typefloat32

Quantized Models of the Claude2 Alpaca 13B

Model
Likes
Downloads
VRAM
Claude2 Alpaca 13B GGUF3637215 GB
Claude2 Alpaca 13B GPTQ677 GB
Claude2 Alpaca 13B AWQ067 GB

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LongAlign 13B 64K64K / 26 GB12113
LongAlign 13B 64K Base64K / 26 GB983
LongAlign 13B 64K64K / 26 GB1113
LongAlign 13B 64K Base64K / 26 GB63
Openbuddy Llama2 13B V15p1 64K64K / 26.1 GB64
Openbuddy Llama2 13b64k V1564K / 26.1 GB92
Note: green Score (e.g. "73.2") means that the model is better than umd-zhou-lab/claude2-alpaca-13B.

Rank the Claude2 Alpaca 13B 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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Release v20241124
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