---
library_name: peft
license: apache-2.0
datasets:
- stanfordnlp/imdb
- bharatiyabytes/sentimentWithSarcasm
language:
- en
base_model:
- meta-llama/Llama-2-7b-hf
pipeline_tag: text-generation
tags:
- sarcasm
- gen-ai
- llama-2
- llms
---
## 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: True
- bnb_4bit_compute_dtype: bfloat16
- bnb_4bit_quant_storage: uint8
- load_in_4bit: True
- load_in_8bit: False
### Framework versions


- PEFT 0.4.0