TheBloke

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OpenHermes-2.5-Mistral-7B-GGUF

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Here's the code

from ctransformers import AutoModelForCausalLM

# Set gpu_layers to the number of layers to offload to GPU. Set to 0 if no GPU acceleration is available on your system.
llm = AutoModelForCausalLM.from_pretrained("OpenHermes-2.5-Mistral-7B-GGUF", model_file="openhermes-2.5-mistral-7b.Q4_K_M.gguf", model_type="llama", gpu_layers=50)

print(llm("AI is going to"))

Here's the error

Model type 'mistral' is not supported.
Traceback (most recent call last):
  File "/home/ubuntu/projects/nlprocessing/huggingface/models/message.py", line 13, in <module>
    llm = AutoModelForCausalLM.from_pretrained("OpenHermes-2.5-Mistral-7B-GGUF", model_file="openhermes-2.5-mistral-7b.Q4_K_M.gguf", model_type="mistral", gpu_layers=50)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/ubuntu/projects/nlprocessing/huggingface/env/lib/python3.11/site-packages/ctransformers/hub.py", line 175, in from_pretrained
    llm = LLM(
          ^^^^
  File "/home/ubuntu/projects/nlprocessing/huggingface/env/lib/python3.11/site-packages/ctransformers/llm.py", line 253, in __init__
    raise RuntimeError(
RuntimeError: Failed to create LLM 'mistral' from '/home/ubuntu/projects/nlprocessing/huggingface/models/OpenHermes-2.5-Mistral-7B-GGUF/openhermes-2.5-mistral-7b.Q4_K_M.gguf'.

Tried to set gpu_layers to 0 but not working.