ShiningValiantXS By ValiantLabs: Benchmarks, Features and Detailed Analysis. Insights on ShiningValiantXS.

13b Autotrain compatible En Endpoints compatible License:llama2 Llama Llama-2-chat Llama2 Region:us Safetensors Sharded Shining-valiant Tensorflow Valiant Valiant-labs

Model Card on HF 🤗: https://huggingface.co/ValiantLabs/ShiningValiantXS

ShiningValiantXS Benchmarks

ARC: 58.96 vs 96.7 (so35)^-39%

HellaSwag: 81.93 vs 95.3 (gpt4)^-14%

MMLU: 56.75 vs 88.3 (so35)^-35.7%

TruthfulQA: 48.7 vs 59 (gpt4)^-17.5%

WinoGrande: 76.95 vs 87.5 (gpt4)^-12.1%

GSM8K: 34.04 vs 96.4 (so35)^-64.7%

LLME Score: 0.15111

^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)

ShiningValiantXS (ValiantLabs/ShiningValiantXS)

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ShiningValiantXS Parameters and Internals

Model Type

text generation

Use Cases

Areas:

chat applications, personal assistant

Applications:

real-chat experience, immersive interactions

Additional Notes

The model is designed to be friendly, enthusiastic, insightful, and learning-oriented.

Supported Languages

English (Proficient)

Training Details

Data Sources:

public and private datasets

Methodology:

Fine-tuned on private dataset focusing on personality traits

Model Architecture:

Diamond Force, built on Llama 2's 13b parameter architecture

Input Output

Input Format:

Llama 2 Chat format

Accepted Modalities:

text

Release Notes

Version:

1.2

Notes:

Greatly expanded personality dataset and fixed some bugs.

LLM Name	ShiningValiantXS
Repository 🤗	https://huggingface.co/ValiantLabs/ShiningValiantXS
Model Size	13b
Required VRAM	52.3 GB
Updated	2024-07-23
Maintainer	ValiantLabs
Model Type	llama
Model Files	4.9 GB: 1-of-11 5.0 GB: 2-of-11 5.0 GB: 3-of-11 5.0 GB: 4-of-11 5.0 GB: 5-of-11 4.8 GB: 6-of-11 4.8 GB: 7-of-11 4.8 GB: 8-of-11 5.0 GB: 9-of-11 5.0 GB: 10-of-11 3.0 GB: 11-of-11
Supported Languages	en
Model Architecture	LlamaForCausalLM
License	llama2
Context Length	4096
Model Max Length	4096
Transformers Version	4.36.2
Tokenizer Class	LlamaTokenizer
Beginning of Sentence Token	<s>
End of Sentence Token	</s>
Unk Token	<unk>
Vocabulary Size	32000
Torch Data Type	float32

Quantized Models of the ShiningValiantXS

Model	Likes	Downloads	VRAM
ShiningValiantXS 1.1 GGUF	4	407	5 GB
ShiningValiantXS GGUF	3	376	5 GB
ShiningValiantXS 1.1 AWQ	0	7	7 GB
ShiningValiantXS 1.1 GPTQ	0	6	7 GB

Best Alternatives to ShiningValiantXS

Best Alternatives	Context / RAM	Downloads	Likes
Luminaura RP 13B	128K / 26 GB	6	0
Yarn Llama 2 13B 128K	128K / 26 GB	34	112
Agent Llama2 13B 80K	80K / 26.4 GB	5	0
Chat Llama2 13B 80K	80K / 52.8 GB	5	0
LongAlign 13B 64K	64K / 26 GB	115	13
LongAlign 13B 64K Base	64K / 26 GB	92	3
LongAlign 13B 64K	64K / 26 GB	11	13
LongAlign 13B 64K Base	64K / 26 GB	6	3
Openbuddy Llama2 13B V15p1 64K	64K / 26.1 GB	6	4
Openbuddy Llama2 13b64k V15	64K / 26.1 GB	5	2

Note: green Score (e.g. "73.2") means that the model is better than ValiantLabs/ShiningValiantXS.

Rank the ShiningValiantXS Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241124

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