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Nxcode CQ 7B Orpo by NTQAI

 »  All LLMs  »  NTQAI  »  Nxcode CQ 7B Orpo   URL Share it on

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  Arxiv:2403.07691   Autotrain compatible   Code   Conversational   Endpoints compatible   Qwen2   Region:us   Safetensors   Sharded   Tensorflow

Nxcode CQ 7B Orpo Benchmarks

ARC: 35.49-63.1%
HellaSwag: 53.86-43.5%
MMLU: 39.24-54.6%
TruthfulQA: 45.01-23.7%
WinoGrande: 57.22-34.6%
GSM8K: 27.07-70.6%
HumanEval AVG: 55.240%
Python Eval: 87.2330.2%
Java Eval: 60.910%
Javascript Eval: 71.690%
CPP Eval: 68.040%
PHP Eval: 67.980%
Julia Eval: 50.540%
D Eval: 23.220%
Lua Eval: 37.240%
R Eval: 39.730%
Racket Eval: 32.260%
Rust Eval: 65.530%
Swift Eval: 58.510%
nn.n% — How the model compares to the GPT-4.

Nxcode CQ 7B Orpo Parameters and Internals

LLM NameNxcode CQ 7B Orpo
RepositoryOpen on 🤗 
Model Size7b
Required VRAM14.5 GB
Updated2024-07-27
MaintainerNTQAI
Model Typeqwen2
Model Files  8.0 GB: 1-of-2   6.5 GB: 2-of-2
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length65536
Model Max Length65536
Transformers Version4.39.3
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<fim_pad>
Vocabulary Size92416
Torch Data Typebfloat16
Nxcode CQ 7B Orpo (NTQAI/Nxcode-CQ-7B-orpo)

Best Alternatives to Nxcode CQ 7B Orpo

Best Alternatives
HF Rank
Context/RAM
Downloads
Likes
Qwen2 7B0.5128K / 15.4 GB159715102
Einstein V7 Qwen2 7B0.4128K / 15.2 GB216832
Qwen2 7B Instruct V0.80.4128K / 15.2 GB409903
Dolphin 2.9.2 Qwen2 7B0.4128K / 15.2 GB424254
Calme 2.8 Qwen2 7B0.3128K / 15.2 GB410394
Qwen2 7B Instruct V0.50.3128K / 15.2 GB410191
Calme 2.5 Qwen2 7B0.3128K / 15.2 GB410321
Calme 2.4 Qwen2 7B0.3128K / 15.2 GB410221
Qwen2 7B Instruct V0.40.3128K / 15.2 GB410081
Calme 2.7 Qwen2 7B0.3128K / 15.2 GB409851
Note: green Score (e.g. "73.2") means that the model is better than NTQAI/Nxcode-CQ-7B-orpo.

Rank the Nxcode CQ 7B Orpo Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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