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Phi 3 Mini 4K Instruct Bnb 4bit by unsloth

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Phi 3 Mini 4K Instruct Bnb 4bit Benchmarks

MMLU Pro: 28.63
GPQA: 5.48
MUSR: 9.22
BBH: 28.45
IFEval: 24.09 vs 88 (so35)-72.6%
MATH Lvl 5: 8.46
LLME Score: 0.35599
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Phi 3 Mini 4K Instruct Bnb 4bit Parameters and Internals

LLM NamePhi 3 Mini 4K Instruct Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/Phi-3-mini-4k-instruct-bnb-4bit 
Model Size2.1b
Required VRAM2.3 GB
Updated2024-09-16
Maintainerunsloth
Model Typemistral
Instruction-BasedYes
Model Files  2.3 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licensemit
Context Length4096
Model Max Length4096
Transformers Version4.43.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<|placeholder6|>
Vocabulary Size32064
Torch Data Typebfloat16
Phi 3 Mini 4K Instruct Bnb 4bit (unsloth/Phi-3-mini-4k-instruct-bnb-4bit)

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VRAM
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...rser User V9b Epoch 7 Lr 0.002057 GB
Phired057 GB
...100 Percent Low Med Perplexity057 GB
...22 Epoch7 0.002 Nosystemprompt057 GB

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...3 Mini 4K Instruct Ita Orpo V24K / 2.3 GB60

Rank the Phi 3 Mini 4K Instruct Bnb 4bit Capabilities

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Instruction Following and Task Automation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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