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README.md CHANGED
@@ -19,7 +19,7 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [meta-llama/Llama-3.2-3B-Instruct](https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct) on the relianceV2 dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.0106
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  ## Model description
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@@ -53,35 +53,26 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss |
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  |:-------------:|:------:|:----:|:---------------:|
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- | 0.0529 | 0.1709 | 5 | 0.0429 |
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- | 0.0333 | 0.3419 | 10 | 0.0320 |
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- | 0.0247 | 0.5128 | 15 | 0.0253 |
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- | 0.0228 | 0.6838 | 20 | 0.0218 |
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- | 0.0196 | 0.8547 | 25 | 0.0195 |
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- | 0.0342 | 1.0256 | 30 | 0.0182 |
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- | 0.014 | 1.1966 | 35 | 0.0168 |
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- | 0.0142 | 1.3675 | 40 | 0.0160 |
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- | 0.0133 | 1.5385 | 45 | 0.0147 |
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- | 0.0122 | 1.7094 | 50 | 0.0139 |
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- | 0.0136 | 1.8803 | 55 | 0.0134 |
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- | 0.011 | 2.0513 | 60 | 0.0133 |
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- | 0.0098 | 2.2222 | 65 | 0.0128 |
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- | 0.011 | 2.3932 | 70 | 0.0126 |
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- | 0.0087 | 2.5641 | 75 | 0.0120 |
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- | 0.0086 | 2.7350 | 80 | 0.0117 |
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- | 0.0091 | 2.9060 | 85 | 0.0114 |
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- | 0.009 | 3.0769 | 90 | 0.0113 |
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- | 0.0062 | 3.2479 | 95 | 0.0113 |
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- | 0.0069 | 3.4188 | 100 | 0.0111 |
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- | 0.0071 | 3.5897 | 105 | 0.0108 |
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- | 0.006 | 3.7607 | 110 | 0.0107 |
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- | 0.0065 | 3.9316 | 115 | 0.0106 |
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- | 0.0076 | 4.1026 | 120 | 0.0106 |
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- | 0.0057 | 4.2735 | 125 | 0.0106 |
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- | 0.0071 | 4.4444 | 130 | 0.0106 |
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- | 0.0055 | 4.6154 | 135 | 0.0106 |
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- | 0.0053 | 4.7863 | 140 | 0.0106 |
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- | 0.0074 | 4.9573 | 145 | 0.0106 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [meta-llama/Llama-3.2-3B-Instruct](https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct) on the relianceV2 dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.0118
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss |
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  |:-------------:|:------:|:----:|:---------------:|
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+ | 0.0395 | 0.2424 | 5 | 0.0433 |
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+ | 0.0324 | 0.4848 | 10 | 0.0300 |
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+ | 0.024 | 0.7273 | 15 | 0.0244 |
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+ | 0.0189 | 0.9697 | 20 | 0.0212 |
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+ | 0.0171 | 1.2303 | 25 | 0.0190 |
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+ | 0.0146 | 1.4727 | 30 | 0.0173 |
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+ | 0.0144 | 1.7152 | 35 | 0.0161 |
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+ | 0.0104 | 1.9576 | 40 | 0.0155 |
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+ | 0.0143 | 2.2182 | 45 | 0.0152 |
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+ | 0.0117 | 2.4606 | 50 | 0.0141 |
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+ | 0.015 | 2.7030 | 55 | 0.0136 |
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+ | 0.0092 | 2.9455 | 60 | 0.0131 |
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+ | 0.008 | 3.2061 | 65 | 0.0127 |
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+ | 0.0109 | 3.4485 | 70 | 0.0125 |
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+ | 0.0085 | 3.6909 | 75 | 0.0122 |
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+ | 0.0089 | 3.9333 | 80 | 0.0120 |
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+ | 0.0074 | 4.1939 | 85 | 0.0118 |
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+ | 0.0074 | 4.4364 | 90 | 0.0118 |
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+ | 0.0066 | 4.6788 | 95 | 0.0118 |
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+ | 0.0065 | 4.9212 | 100 | 0.0118 |
 
 
 
 
 
 
 
 
 
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  ### Framework versions
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checkpoint-100/README.md ADDED
@@ -0,0 +1,202 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ base_model: unsloth/Llama-3.2-3B-Instruct
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+ library_name: peft
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+ ---
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+
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+ # Model Card for Model ID
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+
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+ <!-- Provide a quick summary of what the model is/does. -->
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+
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+
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+
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+ ## Model Details
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+
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+ ### Model Description
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+
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+ <!-- Provide a longer summary of what this model is. -->
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+
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+
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+
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+ - **Developed by:** [More Information Needed]
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+ - **Funded by [optional]:** [More Information Needed]
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+ - **Shared by [optional]:** [More Information Needed]
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+ - **Model type:** [More Information Needed]
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+ - **Language(s) (NLP):** [More Information Needed]
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+ - **License:** [More Information Needed]
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+ - **Finetuned from model [optional]:** [More Information Needed]
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+
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+ ### Model Sources [optional]
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+
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+ <!-- Provide the basic links for the model. -->
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+
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+ - **Repository:** [More Information Needed]
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+ - **Paper [optional]:** [More Information Needed]
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+ - **Demo [optional]:** [More Information Needed]
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+
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+ ## Uses
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+
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+ <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
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+
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+ ### Direct Use
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+
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+ <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
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+
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+ [More Information Needed]
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+
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+ ### Downstream Use [optional]
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+
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+ <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
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+
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+ [More Information Needed]
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+
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+ ### Out-of-Scope Use
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+
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+ <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
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+
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+ [More Information Needed]
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+
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+ ## Bias, Risks, and Limitations
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+
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+ <!-- This section is meant to convey both technical and sociotechnical limitations. -->
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+
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+ [More Information Needed]
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+
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+ ### Recommendations
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+
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+ <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
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+
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+ Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
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+
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+ ## How to Get Started with the Model
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+
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+ Use the code below to get started with the model.
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+
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+ [More Information Needed]
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+
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+ ## Training Details
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+
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+ ### Training Data
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+
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+ <!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
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+
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+ [More Information Needed]
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+
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+ ### Training Procedure
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+
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+ <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
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+
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+ #### Preprocessing [optional]
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+
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+ [More Information Needed]
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+
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+
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+ #### Training Hyperparameters
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+
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+ - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
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+
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+ #### Speeds, Sizes, Times [optional]
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+
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+ <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
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+
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+ [More Information Needed]
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+
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+ ## Evaluation
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+
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+ <!-- This section describes the evaluation protocols and provides the results. -->
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+
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+ ### Testing Data, Factors & Metrics
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+
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+ #### Testing Data
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+
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+ <!-- This should link to a Dataset Card if possible. -->
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+
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+ [More Information Needed]
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+
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+ #### Factors
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+
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+ <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
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+
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+ [More Information Needed]
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+
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+ #### Metrics
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+
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+ <!-- These are the evaluation metrics being used, ideally with a description of why. -->
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+
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+ [More Information Needed]
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+
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+ ### Results
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+
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+ [More Information Needed]
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+
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+ #### Summary
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+
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+
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+
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+ ## Model Examination [optional]
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+
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+ <!-- Relevant interpretability work for the model goes here -->
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+
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+ [More Information Needed]
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+
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+ ## Environmental Impact
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+
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+ <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
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+
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+ Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
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+
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+ - **Hardware Type:** [More Information Needed]
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+ - **Hours used:** [More Information Needed]
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+ - **Cloud Provider:** [More Information Needed]
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+ - **Compute Region:** [More Information Needed]
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+ - **Carbon Emitted:** [More Information Needed]
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+
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+ ## Technical Specifications [optional]
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+
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+ ### Model Architecture and Objective
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+
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+ [More Information Needed]
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+
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+ ### Compute Infrastructure
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+
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+ [More Information Needed]
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+
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+ #### Hardware
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+
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+ [More Information Needed]
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+
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+ #### Software
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+
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+ [More Information Needed]
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+
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+ ## Citation [optional]
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+
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+ <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
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+
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+ **BibTeX:**
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+
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+ [More Information Needed]
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+
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+ **APA:**
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+
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+ [More Information Needed]
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+
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+ ## Glossary [optional]
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+
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+ <!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
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+
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+ [More Information Needed]
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+
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+ ## More Information [optional]
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+
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+ [More Information Needed]
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+
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+ ## Model Card Authors [optional]
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+
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+ [More Information Needed]
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+
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+ ## Model Card Contact
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+
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+ [More Information Needed]
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+ ### Framework versions
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+
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+ - PEFT 0.12.0
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1
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2
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3
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4
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5
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6
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7
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8
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9
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10
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11
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12
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13
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14
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15
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16
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17
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18
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19
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20
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21
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22
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23
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24
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25
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