| --- |
| library_name: peft |
| license: cc |
| language: |
| - en |
| pipeline_tag: text-generation |
| base_model: |
| - meta-llama/Llama-2-13b-hf |
| --- |
| # Psychometric LLaMA |
|
|
| This model-repository contains a LLaMA 2 13B LoRA adapter, trained to create psychometric items for psychological testing. I created it as a part of my master's thesis. For further Information about scope and usage visit https://github.com/BjoernGilles/PsychometricLLaMA. |
|
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|
|
| ## Training procedure |
|
|
|
|
| The following `bitsandbytes` quantization config was used during training: |
| - 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: float16 |
| ### Framework versions |
|
|
|
|
| - PEFT 0.4.0 |
