Mistral 7B Instruct V0.2 Neural Story By NeuralNovel: Benchmarks, Features and Detailed Analysis. Insights on Mistral 7B Instruct V0.2 Neural Story.

Autotrain compatible Base model:mistralai/mistral-7... Conversational Dataset:neuralnovel/neural-sto... En Instruct License:apache-2.0 Mistral Model-index Region:us Safetensors Sharded Tensorflow

Mistral 7B Instruct V0.2 Neural Story Benchmarks

HF Avg Score: 64.96 vs 86.1 (GPT-4) ^-24.6%

ARC: 64.08^-33.5%

HellaSwag: 83.97^-11.9%

MMLU: 60.67^-29.9%

TruthfulQA: 66.89^13.4%

WinoGrande: 75.85^-13.3%

GSM8K: 38.29^-58.4%

^nn.n% — How the model compares to the GPT-4.

Rank the Mistral 7B Instruct V0.2 Neural Story 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

Mistral 7B Instruct V0.2 Neural Story (NeuralNovel/Mistral-7B-Instruct-v0.2-Neural-Story)

Quantized Models of the Mistral 7B Instruct V0.2 Neural Story

Model	Likes	Downloads	VRAM
...nstruct V0.2 Neural Story GPTQ	1	1	4 GB

Best Alternatives to Mistral 7B Instruct V0.2 Neural Story

Best Alternatives	HF Rank	Context/RAM	Downloads	Likes
Maxine 7B 0401 Stock	76.73	32K / 14.4 GB	891	1
CalmExperiment 7B Slerp	76.67	32K / 14.4 GB	902	0
Myriad 7B Slerp	76.66	32K / 14.4 GB	916	0
Versatile 7B	76.66	32K / 14.5 GB	778	0
Calme 7B Instruct V0.9	76.62	32K / 14.4 GB	1483	9
Calme 7B Instruct V0.2	76.61	32K / 14.5 GB	1128	11
Calme 7B Instruct V0.3	76.5	32K / 14.4 GB	846	5
Calme 7B Instruct V0.1.1	76.49	32K / 14.4 GB	76	10
Calme 7B Instruct V0.5	76.05	32K / 14.4 GB	917	11
Metis Chat Instruct 7B	74.66	32K / 14.4 GB	918	0

Note: green Score (e.g. "73.2") means that the model is better than NeuralNovel/Mistral-7B-Instruct-v0.2-Neural-Story.

Mistral 7B Instruct V0.2 Neural Story Parameters and Internals

LLM Name	Mistral 7B Instruct V0.2 Neural Story
Repository	Open on 🤗
Base Model(s)	mistralai/Mistral-7B-Instruct-v0.2 mistralai/Mistral-7B-Instruct-v0.2
Model Size	7b
Required VRAM	14.4 GB
Updated	2024-07-01
Maintainer	NeuralNovel
Model Type	mistral
Instruction-Based	Yes
Model Files	4.9 GB: 1-of-3 5.0 GB: 2-of-3 4.5 GB: 3-of-3
Supported Languages	en
Model Architecture	MistralForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.36.1
Tokenizer Class	LlamaTokenizer
Vocabulary Size	32000
Initializer Range	0.02
Torch Data Type	float16

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

Release v2024042801

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