fix: Adding an LLM param to fix broken generator from llamacpp (#1519)

private_gpt/components/llm/llm_component.py

@@ -42,7 +42,7 @@ def __init__(self, settings: Settings) -> None:
                     context_window=settings.llm.context_window,
                     generate_kwargs={},
                     # All to GPU
-                    model_kwargs={"n_gpu_layers": -1},
+                    model_kwargs={"n_gpu_layers": -1, "offload_kqv": True},
                     # transform inputs into Llama2 format
                     messages_to_prompt=prompt_style.messages_to_prompt,
                     completion_to_prompt=prompt_style.completion_to_prompt,