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.gitattributes ADDED
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+ adapter_model.safetensors filter=lfs diff=lfs merge=lfs -text
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+ tokenizer.model filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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+ ---
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+ base_model: unsloth/mistral-7b-instruct-v0.3-bnb-4bit
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+ library_name: peft
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+ pipeline_tag: text-generation
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+ tags:
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+ - base_model:adapter:unsloth/mistral-7b-instruct-v0.3-bnb-4bit
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+ - lora
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+ - sft
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+ - transformers
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+ - trl
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+ - unsloth
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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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+ <!-- 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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+ [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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+ ## Model Card Authors [optional]
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+
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+ [More Information Needed]
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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 0.16.0
adapter_config.json ADDED
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+ {
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+ "alpha_pattern": {},
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+ "base_model_name_or_path": "unsloth/mistral-7b-instruct-v0.3-bnb-4bit",
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+ "bias": "none",
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+ "fan_in_fan_out": false,
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+ "inference_mode": true,
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+ "init_lora_weights": true,
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+ "layer_replication": null,
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+ "layers_pattern": null,
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+ "loftq_config": {},
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+ "lora_alpha": 32,
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+ "lora_bias": false,
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+ "lora_dropout": 0.05,
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+ "megatron_config": null,
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+ "megatron_core": "megatron.core",
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+ "modules_to_save": null,
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+ "peft_type": "LORA",
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+ "qalora_group_size": 16,
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+ "r": 16,
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+ "rank_pattern": {},
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+ "revision": null,
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+ "target_modules": [
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+ "down_proj",
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+ "up_proj",
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+ "v_proj",
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+ "k_proj",
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+ "gate_proj",
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+ "o_proj"
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+ ],
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+ "task_type": "CAUSAL_LM",
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+ "trainable_token_indices": null,
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+ "use_dora": false,
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+ "use_qalora": false,
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+ "use_rslora": false
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+ }
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+ {%- if messages[0]["role"] == "system" %}
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+ {%- set system_message = messages[0]["content"] %}
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+ {%- set loop_messages = messages[1:] %}
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+ {%- else %}
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+ {%- set loop_messages = messages %}
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+ {%- endif %}
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+ {%- if not tools is defined %}
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+ {%- set tools = none %}
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+ {%- endif %}
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+ {%- set user_messages = loop_messages | selectattr("role", "equalto", "user") | list %}
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+
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+ {#- This block checks for alternating user/assistant messages, skipping tool calling messages #}
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+ {%- set ns = namespace() %}
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+ {%- set ns.index = 0 %}
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+ {%- for message in loop_messages %}
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+ {%- if not (message.role == "tool" or message.role == "tool_results" or (message.tool_calls is defined and message.tool_calls is not none)) %}
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+ {%- if (message["role"] == "user") != (ns.index % 2 == 0) %}
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+ {{- raise_exception("After the optional system message, conversation roles must alternate user/assistant/user/assistant/...") }}
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+ {%- endif %}
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+ {%- set ns.index = ns.index + 1 %}
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+ {%- endif %}
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+ {%- endfor %}
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+
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+ {{- bos_token }}
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+ {%- for message in loop_messages %}
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+ {%- if message["role"] == "user" %}
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+ {%- if tools is not none and (message == user_messages[-1]) %}
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+ {{- "[AVAILABLE_TOOLS] [" }}
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+ {%- for tool in tools %}
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+ {%- set tool = tool.function %}
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+ {{- '{"type": "function", "function": {' }}
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+ {%- for key, val in tool.items() if key != "return" %}
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+ {%- if val is string %}
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+ {{- '"' + key + '": "' + val + '"' }}
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+ {%- else %}
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+ {{- '"' + key + '": ' + val|tojson }}
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+ {%- endif %}
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+ {%- if not loop.last %}
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+ {{- ", " }}
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+ {%- endif %}
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+ {{- "}}" }}
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+ {%- if not loop.last %}
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+ {{- ", " }}
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+ {{- "]" }}
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+ {%- endif %}
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+ {{- "[/AVAILABLE_TOOLS]" }}
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+ {%- endif %}
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+ {%- if loop.last and system_message is defined %}
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+ {{- "[INST] " + system_message + "\n\n" + message["content"] + "[/INST]" }}
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+ {%- else %}
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+ {{- "[INST] " + message["content"] + "[/INST]" }}
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+ {%- endif %}
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+ {%- elif message.tool_calls is defined and message.tool_calls is not none %}
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+ {{- "[TOOL_CALLS] [" }}
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+ {%- for tool_call in message.tool_calls %}
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+ {%- set out = tool_call.function|tojson %}
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+ {{- out[:-1] }}
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+ {%- if not tool_call.id is defined or tool_call.id|length != 9 %}
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+ {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
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+ {%- endif %}
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+ {{- ', "id": "' + tool_call.id + '"}' }}
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+ {%- if not loop.last %}
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+ {{- ", " }}
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+ {{- "]" + eos_token }}
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+ {%- endif %}
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+ {%- endfor %}
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+ {%- elif message["role"] == "assistant" %}
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+ {{- " " + message["content"]|trim + eos_token}}
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+ {%- elif message["role"] == "tool_results" or message["role"] == "tool" %}
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+ {%- if message.content is defined and message.content.content is defined %}
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+ {%- set content = message.content.content %}
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+ {%- else %}
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+ {%- set content = message.content %}
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+ {%- endif %}
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+ {{- '[TOOL_RESULTS] {"content": ' + content|string + ", " }}
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+ {%- if not message.tool_call_id is defined or message.tool_call_id|length != 9 %}
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+ {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
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+ {%- endif %}
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+ {{- '"call_id": "' + message.tool_call_id + '"}[/TOOL_RESULTS]' }}
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+ {%- else %}
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+ {{- raise_exception("Only user and assistant roles are supported, with the exception of an initial optional system message!") }}
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+ {%- endif %}
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+ {%- endfor %}
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