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--- |
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library_name: peft |
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pipeline_tag: question-answering |
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widget: |
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- question (string): How many heads of the departments are older than 56 ? |
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context (string): CREATE TABLE head (age INTEGER) |
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answer (string): SELECT COUNT(*) FROM head WHERE age > 56 |
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- question (string): What are the maximum and minimum budget of the departments? |
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context (string): CREATE TABLE department (budget_in_billions INTEGER) |
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answer (string): SELECT MAX(budget_in_billions), MIN(budget_in_billions) FROM department |
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license: llama2 |
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datasets: |
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- b-mc2/sql-create-context |
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language: |
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- en |
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--- |
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## Training procedure |
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The following `bitsandbytes` quantization config was used during training: |
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- quant_method: QuantizationMethod.BITS_AND_BYTES |
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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: True |
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- bnb_4bit_compute_dtype: bfloat16 |
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### Framework versions |
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- PEFT 0.4.0.dev0 |
