Cma 7.8M Exp by User01110

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Cma 7.8M Exp is an open-source language model by User01110. Features: 7.8m LLM, Context: 1K, LLM Explorer Score: 0.37.

  Arithmetic-aware   Cma   Custom code Dataset:huggingfacefw/fineweb-... Dataset:huggingfacetb/smollm-c...   Dataset:openbmb/ultra-fineweb Dataset:openbmb/ultra-fineweb-...   Experimental   Pytorch   Region:us   Safetensors   Small-language-model

Cma 7.8M Exp Benchmarks

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

Cma 7.8M Exp Parameters and Internals

LLM NameCma 7.8M Exp
Repository 🤗https://huggingface.co/User01110/cma-7.8M-exp 
Model Size7.8m
Required VRAM0 GB
Updated2026-07-12
MaintainerUser01110
Model Typecma
Model Files  0.0 GB   0.0 GB
Model ArchitectureCMAForCausalLM
Context Length1024
Model Max Length1024
Transformers Version5.13.0
Tokenizer ClassTokenizersBackend
Padding Token<eos>
Vocabulary Size4096
Torch Data Typefloat32

Rank the Cma 7.8M Exp 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 v20260328a