defog-sqlcoder-2-GGUF

Model Details

I do not claim ownership of this model. <br> It is converted into 8-bit GGUF format from original repository huggingface.co/defog/sqlcoder-7b-2

Model Description

Developed by: Defog AI

Model Sources

Repository: https://huggingface.co/defog/sqlcoder-7b-2

Example usage

With Llamacpp:

from langchain_community.llms. llamacpp import Llamacpp
from huggingface_hub import hf_hub_download

YOUR_MODEL_DIRECTORY = None
CONTEXT LENGHT = None
MAX TOKENS = None
BATCH SIZE = None
TEMPERATURE = None
GPU_OFFLOAD = None

def load_model (model_id, model_basename):
  model_path = hf_hub_download (
    repo_id=model_id,
    filename=model_basename,
    resume_download=True,
    cache_dir="YOUR_MODEL_DIRECTORY",
  )
  kwargs = {
    'model_path': model_path,
    'n_ctx': CONTEXT_LENGHT,
    'max_tokens': MAX_TOKENS,
    'n_batch': BATCH_SIZE,
    'n_gpu_layers': GPU_OFFLOAD,
    'temperature': TEMPERATURE,
    'verbose': True,
  }
  return LlamaCpp(**kwargs)

11m = load_model(
model_id="whoami02/defog-sqlcoder-2-GGUF",
model_basename="sqlcoder-7b-2.q8_0.gguf",

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