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llama-3.1-8b sometimes giving weird results #230

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@zou3519

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@zou3519

I am running the following:

pytorch-triton           3.4.0+git11ec6354torch                    2.9.0.dev20250723+cu128torchaudio               2.8.0.dev20250723+cu128torchvision              0.24.0.dev20250723+cu128

and am on an H100 GPU.

The following produces some weird output:

python generate.py --checkpoint_path checkpoints/meta-llama/Llama-3.1-8B/model.pth --prompt "The capital of France is:" --num_samples=1 --temperature 0.8 --max_new_tokens 100
<|begin_of_text|>The capital of France is: LondonThe capital of France is: ParisThe capital of France is: RomeThe capital of France is: AthensThe capital of France is: BerneThe capital of France is: BernThe capital of France is: LisbonThe capital of France is: MadridThe capital of France is: OsloThe capital of France is: StockholmThe capital of France is: HelsinkiThe capital of France is: BerlinThe capital of France is: ViennaTheTime for inference 1: 12.70 sec total, 7.87 tokens/secBandwidth achieved: 118.16 GB/sFLOPS achieved: 0.13 TF/s

Other temperatures and getting more samples leads to some saner results, but this one seemed concerning to me.

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