CodeLlama 13B Oasst Sft V10 GGML by TheBloke

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Base model:finetune:openassist... Base model:openassistant/codel...   Codegen   Dataset:openassistant/oasst1   Dataset:shahules786/orca-best   En   Ggml   Llama   Quantized   Region:us

CodeLlama 13B Oasst Sft V10 GGML Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CodeLlama 13B Oasst Sft V10 GGML (TheBloke/CodeLlama-13B-oasst-sft-v10-GGML)

CodeLlama 13B Oasst Sft V10 GGML Parameters and Internals

Model Type 
Causal decoder-only transformer
Use Cases 
Limitations:
Potential for inaccurate, biased, or objectionable responses.
Considerations:
Perform safety testing and tuning before deploying.
Supported Languages 
English (High)
Training Details 
Data Sources:
orca-best, OpenAssistant/oasst1
Methodology:
Finetuning with special training methods, using ChatML as the prompt format.
Model Architecture:
Causal decoder-only transformer language model
Responsible Ai Considerations 
Fairness:
Testing conducted primarily in English, outputs may not be predictable in advance and can potentially be biased.
Accountability:
Developers are responsible for performing safety testing and tuning for specific applications.
Mitigation Strategies:
Developers should follow Meta's Responsible Use Guide.
Input Output 
Input Format:
ChatML format with system messages and conversation turns.
Accepted Modalities:
text
LLM NameCodeLlama 13B Oasst Sft V10 GGML
Repository ๐Ÿค—https://huggingface.co/TheBloke/CodeLlama-13B-oasst-sft-v10-GGML 
Model NameCodeLlama 13B SFT v10
Model CreatorOpenAssistant
Base Model(s)  Codellama 13B Oasst Sft V10   OpenAssistant/codellama-13b-oasst-sft-v10
Model Size13b
Required VRAM5.7 GB
Updated2025-02-05
MaintainerTheBloke
Model Typellama
Model Files  5.7 GB   7.1 GB   6.5 GB   5.9 GB   7.3 GB   8.1 GB   8.1 GB   7.6 GB   8.9 GB   9.8 GB   9.4 GB   9.2 GB   10.8 GB   13.8 GB
Supported Languagesen
GGML QuantizationYes
Quantization Typeggml
Generates CodeYes
Model ArchitectureAutoModel
Licensellama2

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/CodeLlama-13B-oasst-sft-v10-GGML.

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227