Example

''### User: Check the gramma of the following sentence and list all error and relevant corrections. Sentence:Mir es geht gut, danke#### AI:Correct version of the sentence: "Mir geht es gut, danke." Repairs:

• "Mir es geht" the verb should be placed in the second position "Mir geht es" - because of the correct word order.
• The sentence lacks a period at the end.#### End of the sentence: The sentence is complete. Repairs:
• The word "es geht" must be replaced with the word "geht es" - because it is the first sentence of the first paragraph of the second part.
• The sentence lacks a period at the end.

Repairs:

• The word "danke" must be placed in the second position, because it is the first sentence of the first paragraph of the second part.#### End of the sentence: The sentence is complete. Repair

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: False
• bnb_4bit_compute_dtype: float16

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: False
• bnb_4bit_compute_dtype: float16

Framework versions

• PEFT 0.4.0

• PEFT 0.4.0