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--- |
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library_name: peft |
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datasets: |
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- honzatoegel/lola-gramma-de-en |
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base_model: DAMO-NLP-MT/polylm-1.7b |
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--- |
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## Example |
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''### 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." |
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Repairs: |
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- "Mir es geht" the verb should be placed in the second position "Mir geht es" - because of the correct word order. |
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- The sentence lacks a period at the end.#### End of the sentence: The sentence is complete. |
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Repairs: |
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- 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. |
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- The sentence lacks a period at the end. |
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Repairs: |
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- 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. |
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Repair |
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## Training procedure |
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The following `bitsandbytes` quantization config was used during training: |
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- load_in_8bit: False |
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- load_in_4bit: True |
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- llm_int8_threshold: 6.0 |
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- llm_int8_skip_modules: None |
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- llm_int8_enable_fp32_cpu_offload: False |
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- llm_int8_has_fp16_weight: False |
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- bnb_4bit_quant_type: nf4 |
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- bnb_4bit_use_double_quant: False |
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- bnb_4bit_compute_dtype: float16 |
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The following `bitsandbytes` quantization config was used during training: |
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- load_in_8bit: False |
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- load_in_4bit: True |
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- llm_int8_threshold: 6.0 |
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- llm_int8_skip_modules: None |
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- llm_int8_enable_fp32_cpu_offload: False |
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- llm_int8_has_fp16_weight: False |
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- bnb_4bit_quant_type: nf4 |
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- bnb_4bit_use_double_quant: False |
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- bnb_4bit_compute_dtype: float16 |
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### Framework versions |
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- PEFT 0.4.0 |
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- PEFT 0.4.0 |
