Replit V2 CodeInstruct 3B GGML by abacaj

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  Autotrain compatible   Custom code   Ggml   Mpt   Quantized   Region:us

Replit V2 CodeInstruct 3B GGML Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Replit V2 CodeInstruct 3B GGML (abacaj/Replit-v2-CodeInstruct-3B-ggml)

Replit V2 CodeInstruct 3B GGML Parameters and Internals

Model Type 
code instruction
Additional Notes 
This is a ggml quantized version (q4_1). Inference can be run using ggml directly or ctransformers.
LLM NameReplit V2 CodeInstruct 3B GGML
Repository ๐Ÿค—https://huggingface.co/abacaj/Replit-v2-CodeInstruct-3B-ggml 
Base Model(s)  Replit V2 CodeInstruct 3B   teknium/Replit-v2-CodeInstruct-3B
Model Size3b
Required VRAM1.5 GB
Updated2024-12-30
Maintainerabacaj
Model Typempt
Model Files  1.5 GB
GGML QuantizationYes
Quantization Typeggml
Model ArchitectureMPTForCausalLM
Licenseother
Transformers Version4.29.2
Vocabulary Size32768
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than abacaj/Replit-v2-CodeInstruct-3B-ggml.

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