AlchemistCoder CL 7B by internlm

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  Arxiv:2405.19265   Autotrain compatible   Code generation   Endpoints compatible   Llama   Pytorch   Region:us   Sharded

AlchemistCoder CL 7B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
AlchemistCoder CL 7B (internlm/AlchemistCoder-CL-7B)

AlchemistCoder CL 7B Parameters and Internals

Model Type 
code generation
Use Cases 
Areas:
code generation, code comprehension
Applications:
software development, research
Primary Use Cases:
code generation tasks
Supported Languages 
Python (high proficiency)
Training Details 
Data Sources:
multi-source data
Data Volume:
200M tokens
Methodology:
Hindsight tuning with AlchemistPrompts
LLM NameAlchemistCoder CL 7B
Repository ๐Ÿค—https://huggingface.co/internlm/AlchemistCoder-CL-7B 
Model Size7b
Required VRAM13.5 GB
Updated2025-02-22
Maintainerinternlm
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length16384
Model Max Length16384
Transformers Version4.34.0
Is Biased0
Tokenizer ClassCodeLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than internlm/AlchemistCoder-CL-7B.

Rank the AlchemistCoder CL 7B Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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 v20241227