WinterGoddess-1.4x-70b-32k

ChuckMcSneed/WinterGoddess-1.4x-70b-32k

WinterGoddess-1.4x-70b-32k is a text generation model from ChuckMcSneed. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama2.

This is a 32k version of Sao10K/WinterGoddess-1.4x-70B-L2, extended using method discussed here.

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Hugging Face

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.safetensors138 GB · 100%

At a glance

Task: Text Generation
Library: transformers
License: llama2
Model type: llama
Access: Public
Created: Jan 30, 2024
Updated: Mar 4, 2024
SHA: 26b3ed19

Try a prompt

Model card

From the Hugging Face model README

This is a 32k version of Sao10K/WinterGoddess-1.4x-70B-L2, extended using method discussed here.

Quants

Thanks for GGUF, @Nexesenex!

GGUF

Benchmarks

NeoEvalPlusN_benchmark

My meme benchmark.

Test name	WinterGoddess	WinterGoddess-32k
B	2	2.5
C	1.5	2
D	3	0
S	2.75	1.5
P	5.5	2.25
Total	14.75	8.25

Open LLM Leaderboard Evaluation Results

Leaderboard on Huggingface

Model	Average	ARC	HellaSwag	MMLU	TruthfulQA	Winogrande	GSM8K
Sao10K/WinterGoddess-1.4x-70B-L2	73.23	72.78	90.11	71.12	65.76	85	54.59
ChuckMcSneed/WinterGoddess-1.4x-70b-32k	69.4	71.16	89.12	66.42	63.87	82.56	43.29
Difference	3.83	1.62	0.99	4.7	1.89	2.44	11.3

Here the losses seem far less brutal than on my bench. It seems that extending with LongLORA kills MMLU and GSM8K performance.

Detailed results can be found here

Metric	Value
Avg.	69.40
AI2 Reasoning Challenge (25-Shot)	71.16
HellaSwag (10-Shot)	89.12
MMLU (5-Shot)	66.42
TruthfulQA (0-shot)	63.87
Winogrande (5-shot)	82.56
GSM8k (5-shot)	43.29

Task: Text Generation
Library: transformers
Type: llama
License: llama2
Created: Jan 30, 2024
Updated: Mar 4, 2024