Dolphin 2.9.1 Phi 3 Kensho 4.5B By cognitivecomputations: Benchmarks, Features and Detailed Analysis. Insights on Dolphin 2.9.1 Phi 3 Kensho 4.5B.

Autotrain compatible Base model:finetune:unsloth/ph... Base model:unsloth/phi-3-mini-... Conversational Dataset:cognitivecomputations/... Dataset:cognitivecomputations/... Dataset:cognitivecomputations/... Dataset:internlm/agent-flan Dataset:locutusque/function-ca... Dataset:m-a-p/codefeedback-fil... Dataset:microsoft/orca-math-wo... Dataset:teknium/openhermes-2.5 En Endpoints compatible Instruct Mistral Pytorch Region:us Safetensors Sharded

Dolphin 2.9.1 Phi 3 Kensho 4.5B Benchmarks

ARC: 58.53 vs 96.7 (so35)^-39.5%

HellaSwag: 74.69 vs 95.3 (gpt4)^-21.6%

MMLU: 65.98 vs 88.3 (so35)^-25.3%

TruthfulQA: 52.25 vs 59 (gpt4)^-11.4%

WinoGrande: 73.72 vs 87.5 (gpt4)^-15.7%

GSM8K: 57.01 vs 96.4 (so35)^-40.9%

LLME Score: 0.24157

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

What is the LLM Explorer Rank (Score)

Dolphin 2.9.1 Phi 3 Kensho 4.5B Parameters and Internals

LLM Name	Dolphin 2.9.1 Phi 3 Kensho 4.5B
Repository 🤗	https://huggingface.co/cognitivecomputations/Dolphin-2.9.1-Phi-3-Kensho-4.5B
Base Model(s)	Phi 3 Mini 4K Instruct unsloth/Phi-3-mini-4k-instruct
Model Size	4.5b
Required VRAM	7.6 GB
Updated	2024-09-19
Maintainer	cognitivecomputations
Model Type	mistral
Instruction-Based	Yes
Model Files	5.0 GB: 1-of-2 2.6 GB: 2-of-2
Supported Languages	en
Model Architecture	MistralForCausalLM
License	mit
Context Length	4096
Model Max Length	4096
Transformers Version	4.40.2
Tokenizer Class	LlamaTokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	32064
Torch Data Type	bfloat16

Dolphin 2.9.1 Phi 3 Kensho 4.5B (cognitivecomputations/Dolphin-2.9.1-Phi-3-Kensho-4.5B)

Quantized Models of the Dolphin 2.9.1 Phi 3 Kensho 4.5B

Model	Likes	Downloads	VRAM
...3 Kensho 4.5B AWQ 4bit Smashed	0	6	3 GB
...3 Kensho 4.5B Bnb 4bit Smashed	0	5	4 GB

Best Alternatives to Dolphin 2.9.1 Phi 3 Kensho 4.5B

Best Alternatives	Context / RAM	Downloads	Likes
...i 3 Kensho 4.5B Abliterated V3	4K / 13.1 GB	33	10
...in 2.9.1 Phi 3 Kensho 4.5B AWQ	4K / 3.7 GB	5	0

Rank the Dolphin 2.9.1 Phi 3 Kensho 4.5B 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 v2024072803

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