---
library_name: peft
base_model: HuggingFaceH4/zephyr-7b-beta
datasets:
- w95/databricks-dolly-15k-az
license: mit
language:
- az
---

# Model Card for Model ID

This model was built via parameter-efficient finetuning of the HuggingFaceH4/zephyr-7b-beta base model on the first 8k rows in w95/databricks-dolly-15k-az.

## Model Details

### Model Description

<!-- Provide a longer summary of what this model is. -->

- **Developed by:** Mammad Hajili
- **Model type:** Causal LM
- **Language(s) (NLP):** Azerbaijani
- **License:** mit
- **Finetuned from model [optional]:** HuggingFaceH4/zephyr-7b-beta

## Training procedure

The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: False
- bnb_4bit_compute_dtype: bfloat16

### Framework versions

- PEFT 0.6.3.dev0