CodeUp Llama 2 13B Chat HF AWQ by TheBloke

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  Arxiv:2106.09685   4-bit   Autotrain compatible   Awq Base model:juyongjiang/codeup-... Base model:quantized:juyongjia...   Codegen   En   Llama   Multilingual-code-generation   Quantized   Region:us   Safetensors

CodeUp Llama 2 13B Chat HF AWQ Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CodeUp Llama 2 13B Chat HF AWQ (TheBloke/CodeUp-Llama-2-13B-Chat-HF-AWQ)
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CodeUp Llama 2 13B Chat HF AWQ Parameters and Internals

Model Type 
llama
Additional Notes 
TheBloke's work is supported by a grant from Andreessen Horowitz (a16z).
Training Details 
Data Sources:
data/code_alpaca_20k.json, data/new_codealpaca.json
Data Volume:
19K high-quality instruction data
Methodology:
Parameter-efficient fine-tuning using LoRA
Hardware Used:
RTX 3090
Model Architecture:
Llama 2
LLM NameCodeUp Llama 2 13B Chat HF AWQ
Repository ๐Ÿค—https://huggingface.co/TheBloke/CodeUp-Llama-2-13B-Chat-HF-AWQ 
Model NameCodeUp Llama 2 13B Chat HF
Model CreatorDeepSE
Base Model(s)  CodeUp Llama 2 13B Chat Hf   deepse/CodeUp-Llama-2-13b-chat-hf
Model Size13b
Required VRAM7.2 GB
Updated2025-09-21
MaintainerTheBloke
Model Typellama
Model Files  7.2 GB
Supported Languagesen
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureLlamaForCausalLM
Licenseopenrail++
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 Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/CodeUp-Llama-2-13B-Chat-HF-AWQ.

Rank the CodeUp Llama 2 13B Chat HF AWQ 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  
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Code Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124