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- https://huggingface.co/vincentoh/llama3_70b_no_robot_fsdp_qlora
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ```
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+
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+ # code
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+ https://huggingface.co/vincentoh/llama3_70b_no_robot_fsdp_qlora
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+
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+
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+ # model
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+ wget "https://huggingface.co/vincentoh/llama3-70b-GGUF/blob/main/vincentoh/llama3-70b-GGUF"
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+
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+ # memory usage
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+ Thu May 16 15:53:07 2024
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+ +---------------------------------------------------------------------------------------+
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+ | NVIDIA-SMI 535.129.03 Driver Version: 535.129.03 CUDA Version: 12.2 |
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+ |-----------------------------------------+----------------------+----------------------+
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+ | GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC |
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+ | Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. |
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+ | | | MIG M. |
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+ |=========================================+======================+======================|
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+ | 0 NVIDIA H100 PCIe On | 00000000:08:00.0 Off | 0 |
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+ | N/A 37C P0 76W / 350W | 40441MiB / 81559MiB | 24% Default |
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+ | | | Disabled |
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+ +-----------------------------------------+----------------------+----------------------+
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+
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+ +---------------------------------------------------------------------------------------+
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+ | Processes: |
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+ | GPU GI CI PID Type Process name GPU Memory |
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+ | ID ID Usage |
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+ |=======================================================================================|
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+ | 0 N/A N/A 17735 C ./main 40428MiB |
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+ <|begin_of_text|>Why is the sky blue? The sky is blue due to a phenomenon called Rayleigh scattering. This scattering refers to the scattering of electromagnetic radiation (light) by particles much smaller than the wavelength of the light. The short-wavelength blue light is scattered more than the other colors of visible light, resulting in more blue light reaching the observer than the other colors of light.<|end_of_text|> [end of text]
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+
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+ llama_print_timings: load time = 6244.37 ms
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+ llama_print_timings: sample time = 4.39 ms / 69 runs ( 0.06 ms per token, 15710.38 tokens per second)
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+ llama_print_timings: prompt eval time = 90.86 ms / 7 tokens ( 12.98 ms per token, 77.05 tokens per second)
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+ llama_print_timings: eval time = 2334.73 ms / 68 runs ( 34.33 ms per token, 29.13 tokens per second)
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+ llama_print_timings: total time = 2486.72 ms / 75 tokens
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+ Log end
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+
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+
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+ ```