File size: 921 Bytes
c40dff4 8ad5347 c40dff4 8ad5347 eeceff5 83005a0 8ad5347 0706ce5 2536c69 0706ce5 1e256d3 55bf2f5 0706ce5 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 |
---
license: mit
datasets:
- kaitchup/ultrachat-100k-flattened
---
---
library_name: peft
---
## Training procedure
Finetuned on ultrachat-100k-flattened dataset for 1 epoch, took around 40 hrs on A100 80BG
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
### Prompt
Use the following for prompting
prompt = "### Human: "+instruction+"### Assistant: "
#### merged following the gist https://gist.github.com/ChrisHayduk/1a53463331f52dca205e55982baf9930
#### Guidance from https://kaitchup.substack.com/
#### Work supported by https://datacrunch.io/ |