| | --- |
| | language: |
| | - en |
| | license: apache-2.0 |
| | library_name: peft |
| | tags: |
| | - code |
| | datasets: |
| | - lucasmccabe-lmi/CodeAlpaca-20k |
| | base_model: Deci/DeciCoder-1b |
| | --- |
| | # Model Card for DeciCoder 1B - CodeAlpaca20k Fine Tuned |
| |
|
| | This model is a fine tuned version of DeciCoder 1B (https://huggingface.co/Deci/DeciCoder-1b), fine tune for instructions based on Code Alpaca Dataset. |
| |
|
| | ## 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: float16 |
| | |
| | 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: float16 |
| | ### Framework versions |
| |
|
| | - PEFT 0.5.0 |
| |
|
| | ## Citation |
| | Thanks for DeciCoder-1b team for making this model open sourced. |
| | ``` |
| | @misc{DeciFoundationModels, |
| | title = {DeciCoder}, |
| | author = {DeciAI Research Team}, |
| | year = {2023} |
| | url={[https://huggingface.co/deci/decicoder-1b](https://huggingface.co/deci/decicoder-1b)}, |
| | } |
| | ``` |
