Nemotron in vLLM
Collection
Nemotron models that have been converted and/or quantized to work well in vLLM
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Minitron-8B-Base-FP8
FP8 quantized checkpoint of nvidia/Minitron-8B-Base for use with vLLM.
Evaluations
This quantized model:
lm_eval --model vllm --model_args pretrained=Minitron-8B-Base-FP8 --tasks gsm8k --num_fewshot 5 --batch_size auto
vllm (pretrained=Minitron-8B-Base-FP8), gen_kwargs: (None), limit: None, num_fewshot: 5, batch_size: auto
|Tasks|Version| Filter |n-shot| Metric | |Value | |Stderr|
|-----|------:|----------------|-----:|-----------|---|-----:|---|-----:|
|gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.5019|± |0.0138|
| | |strict-match | 5|exact_match|↑ |0.4989|± |0.0138|
Baseline:
lm_eval --model vllm --model_args pretrained=nvidia/Minitron-8B-Base --tasks gsm8k --num_fewshot 5 --batch_size auto
vllm (pretrained=nvidia/Minitron-8B-Base), gen_kwargs: (None), limit: None, num_fewshot: 5, batch_size: auto
|Tasks|Version| Filter |n-shot| Metric | |Value | |Stderr|
|-----|------:|----------------|-----:|-----------|---|-----:|---|-----:|
|gsm8k| 3|flexible-extract| 5|exact_match|↑ |0.5080|± |0.0138|
| | |strict-match | 5|exact_match|↑ |0.5064|± |0.0138|
The original paper evals:
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Model tree for mgoin/Minitron-8B-Base-FP8
Base model
nvidia/Minitron-8B-Base