LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Aixcoder 7B GPTQ by TechxGenus

 »  All LLMs  »  TechxGenus  »  Aixcoder 7B GPTQ   URL Share it on

  12   
  4-bit   Autotrain compatible   Endpoints compatible   Gptq   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TechxGenus/aixcoder-7b-GPTQ 

Aixcoder 7B GPTQ Benchmarks

LLME Score: 0.18923
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Aixcoder 7B GPTQ (TechxGenus/aixcoder-7b-GPTQ)

Aixcoder 7B GPTQ Parameters and Internals

Model Type 
code generation, code completion
Use Cases 
Areas:
real development scenarios
Applications:
code completion, code generation
Limitations:
Not specifically instruct-tuned for specialized tasks like test case generation and code debugging
Training Details 
Data Volume:
1.2T Unique Tokens
Methodology:
Designed pre-training tasks and contextual information for real-world code generation contexts
Input Output 
Performance Tips:
Install flash attention for faster inference speeds, especially for large models
LLM NameAixcoder 7B GPTQ
Repository 🤗https://huggingface.co/TechxGenus/aixcoder-7b-GPTQ 
Model Size7b
Required VRAM4.5 GB
Updated2024-12-21
MaintainerTechxGenus
Model Typellama
Model Files  4.5 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.39.3
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size49152
Torch Data Typefloat16

Best Alternatives to Aixcoder 7B GPTQ

Best Alternatives
Context / RAM
Downloads
Likes
Yarn Llama 2 7B 128K GPTQ128K / 3.9 GB187
Yarn Llama 2 7B 64K GPTQ64K / 3.9 GB201
... 7B 32K Instructions V4 Marlin32K / 4.1 GB120
Calm2 7B Chat GPTQ32K / 4.4 GB276
...Calm2 7B Chat GPTQ Calib Ja 1K32K / 4.4 GB335
Llama 2 7B 32K Instruct GPTQ32K / 3.9 GB7227
Codebear 7B 4bit16K / 3.9 GB71
...a 7B Instruct GPTQ Calib Ja 1K16K / 3.9 GB360
CodeLlama 7B Instruct GPTQ16K / 3.9 GB55046
Pandalyst 7B V1.2 GPTQ16K / 3.9 GB291
Note: green Score (e.g. "73.2") means that the model is better than TechxGenus/aixcoder-7b-GPTQ.

Rank the Aixcoder 7B GPTQ 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  

What open-source LLMs or SLMs are you in search of? 40066 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
  Support LLM Explorer