TinyLlama 1.1B Chat Rust Cpp Encodings by dumb-dev

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  Autotrain compatible   Conversational   Dataset:bigcode/starcoderdata Dataset:cerebras/slimpajama-62...   Dataset:dumb-dev/cpp-10k Dataset:dumb-dev/encoding-dete... Dataset:huggingfaceh4/ultracha... Dataset:huggingfaceh4/ultrafee... Dataset:m-a-p/codefeedback-fil... Dataset:neloy262/rust instruct... Dataset:sahil2801/codealpaca-2...   Dataset:vicgalle/alpaca-gpt4   En   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Tensorboard

TinyLlama 1.1B Chat Rust Cpp Encodings Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
TinyLlama 1.1B Chat Rust Cpp Encodings (dumb-dev/TinyLlama-1.1B-Chat-rust-cpp-encodings)

TinyLlama 1.1B Chat Rust Cpp Encodings Parameters and Internals

Additional Notes 
Finetune works with a mix of FP16 and FP32 format. Only 1e-4 LORAs are used in the final model.
Supported Languages 
en (high)
Training Details 
Data Sources:
dumb-dev/cpp-10k, dumb-dev/Encoding-Detection-w-cChardet-DB, Neloy262/rust_instruction_dataset, m-a-p/CodeFeedback-Filtered-Instruction, sahil2801/CodeAlpaca-20k, vicgalle/alpaca-gpt4
Methodology:
Finetuning with LORA
Training Time:
2 epochs
LLM NameTinyLlama 1.1B Chat Rust Cpp Encodings
Repository ๐Ÿค—https://huggingface.co/dumb-dev/TinyLlama-1.1B-Chat-rust-cpp-encodings 
Model Size1.1b
Required VRAM4.4 GB
Updated2024-11-01
Maintainerdumb-dev
Model Typellama
Instruction-BasedYes
Model Files  4.4 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than dumb-dev/TinyLlama-1.1B-Chat-rust-cpp-encodings.

Rank the TinyLlama 1.1B Chat Rust Cpp Encodings 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227