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library_name: peft |
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--- |
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## Model 'quality' |
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As you can see from the example bellow the model is almost correctly respecting the learned format, but the grammatical correction explanations are wrong, it lack sense of correct German gramma. |
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### Input |
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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: |
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### Output |
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"Mir geht es gut, danke.": |
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Repairs: |
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- Instead of "es geht" it should be "geht" - the verb "gehen" is in the third person singular. |
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- Instead of "Mir es" it should be "Mir geht" - the verb "gehen" is in the third person singular.#### End of the list of corrections. |
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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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### Framework versions |
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- PEFT 0.4.0 |
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