Harbinger-24B-W8A8

noneUsername/Harbinger-24B-W8A8

Harbinger-24B-W8A8 is a machine learning model from noneUsername. Use it for the machine learning task on the model card, and read the license before you ship it in a product.

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23.6B

24.9 GB on disk

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Hugging Face

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.safetensors24.9 GB · 100%

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How the weights are stored.

I822.2B · 94%

Base models

LatitudeGames/Harbinger-24B

Model card

From the Hugging Face model README

Thanks for RedHatAI's recipe.

vllm (pretrained=/root/autodl-tmp/Harbinger-24B,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.932	±	0.016
		strict-match	5	exact_match	↑	0.932	±	0.016

vllm (pretrained=/root/autodl-tmp/Harbinger-24B,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 500.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.918	±	0.0123
		strict-match	5	exact_match	↑	0.916	±	0.0124

Groups	Version	Filter	Metric		Value		Stderr
mmlu	2	none	acc	↑	0.7965	±	0.0133
- humanities	2	none	acc	↑	0.8410	±	0.0253
- other	2	none	acc	↑	0.8051	±	0.0281
- social sciences	2	none	acc	↑	0.8500	±	0.0263
- stem	2	none	acc	↑	0.7263	±	0.0254

vllm (pretrained=/root/autodl-tmp/86-128-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.904	±	0.0187
		strict-match	5	exact_match	↑	0.904	±	0.0187

vllm (pretrained=/root/autodl-tmp/86-256-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.896	±	0.0193
		strict-match	5	exact_match	↑	0.892	±	0.0197

vllm (pretrained=/root/autodl-tmp/87-128-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.912	±	0.018
		strict-match	5	exact_match	↑	0.912	±	0.018

vllm (pretrained=/root/autodl-tmp/87-128-3096,add_bos_token=true,max_model_len=3048,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: 1

Groups	Version	Filter	Metric		Value		Stderr
mmlu	2	none	acc	↑	0.7719	±	0.0137
- humanities	2	none	acc	↑	0.8103	±	0.0262
- other	2	none	acc	↑	0.8051	±	0.0278
- social sciences	2	none	acc	↑	0.8222	±	0.0282
- stem	2	none	acc	↑	0.6912	±	0.0263

vllm (pretrained=/root/autodl-tmp/87-256-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.916	±	0.0176
		strict-match	5	exact_match	↑	0.916	±	0.0176

vllm (pretrained=/root/autodl-tmp/87-256-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 500.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.896	±	0.0137
		strict-match	5	exact_match	↑	0.888	±	0.0141

vllm (pretrained=/root/autodl-tmp/87-256-3096,add_bos_token=true,max_model_len=3048,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: 1

Groups	Version	Filter	Metric		Value		Stderr
mmlu	2	none	acc	↑	0.7731	±	0.0136
- humanities	2	none	acc	↑	0.8051	±	0.0261
- other	2	none	acc	↑	0.8051	±	0.0282
- social sciences	2	none	acc	↑	0.8278	±	0.0273
- stem	2	none	acc	↑	0.6947	±	0.0260

vllm (pretrained=/root/autodl-tmp/875-128-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.916	±	0.0176
		strict-match	5	exact_match	↑	0.912	±	0.0180

vllm (pretrained=/root/autodl-tmp/875-128-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 500.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.902	±	0.0133
		strict-match	5	exact_match	↑	0.898	±	0.0135

vllm (pretrained=/root/autodl-tmp/88-128-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.924	±	0.0168
		strict-match	5	exact_match	↑	0.924	±	0.0168

vllm (pretrained=/root/autodl-tmp/88-128-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 500.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.914	±	0.0126
		strict-match	5	exact_match	↑	0.912	±	0.0127

Groups	Version	Filter	Metric		Value		Stderr
mmlu	2	none	acc	↑	0.7731	±	0.0138
- humanities	2	none	acc	↑	0.8000	±	0.0269
- other	2	none	acc	↑	0.7897	±	0.0286
- social sciences	2	none	acc	↑	0.8333	±	0.0273
- stem	2	none	acc	↑	0.7053	±	0.0263

vllm (pretrained=/root/autodl-tmp/885-128-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.936	±	0.0155
		strict-match	5	exact_match	↑	0.932	±	0.0160

vllm (pretrained=/root/autodl-tmp/885-128-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 500.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.918	±	0.0123
		strict-match	5	exact_match	↑	0.910	±	0.0128

vllm (pretrained=/root/autodl-tmp/885-128-3096,add_bos_token=true,max_model_len=3048,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 15.0, num_fewshot: None, batch_size: 1

Groups	Version	Filter	Metric		Value		Stderr
mmlu	2	none	acc	↑	0.7719	±	0.0137
- humanities	2	none	acc	↑	0.7897	±	0.0269
- other	2	none	acc	↑	0.8205	±	0.0271
- social sciences	2	none	acc	↑	0.8278	±	0.0275
- stem	2	none	acc	↑	0.6912	±	0.0264

vllm (pretrained=/root/autodl-tmp/885-256-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.916	±	0.0176
		strict-match	5	exact_match	↑	0.916	±	0.0176

vllm (pretrained=/root/autodl-tmp/885-256-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 500.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.910	±	0.0128
		strict-match	5	exact_match	↑	0.904	±	0.0132

Groups	Version	Filter	Metric		Value		Stderr
mmlu	2	none	acc	↑	0.7848	±	0.0135
- humanities	2	none	acc	↑	0.7949	±	0.0269
- other	2	none	acc	↑	0.8154	±	0.0277
- social sciences	2	none	acc	↑	0.8222	±	0.0282
- stem	2	none	acc	↑	0.7333	±	0.0252

vllm (pretrained=/root/autodl-tmp/89-128-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.912	±	0.018
		strict-match	5	exact_match	↑	0.912	±	0.018

vllm (pretrained=/root/autodl-tmp/90-128-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 250.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.932	±	0.016
		strict-match	5	exact_match	↑	0.932	±	0.016

vllm (pretrained=/root/autodl-tmp/90-128-3096,add_bos_token=true,max_model_len=3096,dtype=bfloat16,trust_remote_code=true), gen_kwargs: (None), limit: 500.0, num_fewshot: 5, batch_size: auto

Tasks	Version	Filter	n-shot	Metric		Value		Stderr
gsm8k	3	flexible-extract	5	exact_match	↑	0.916	±	0.0124
		strict-match	5	exact_match	↑	0.914	±	0.0126

Groups	Version	Filter	Metric		Value		Stderr
mmlu	2	none	acc	↑	0.7977	±	0.0132
- humanities	2	none	acc	↑	0.8410	±	0.0253
- other	2	none	acc	↑	0.8154	±	0.0274
- social sciences	2	none	acc	↑	0.8278	±	0.0275
- stem	2	none	acc	↑	0.7368	±	0.0250

Type: mistral
Created: May 24, 2025
Updated: May 24, 2025