create readme.md and model card

README.md

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+---
+datasets:
+- Trelis/smollm-corpus-2percent
+language:
+- en
+base_model:
+- HuggingFaceTB/SmolLM-360M
+tags:
+- language_model
+- pruned
+- distilled
+---
+
+# Model Card for TrelisLM-80M
+
+This model is a pruned and distilled version of SmolLM-360M, created for scientific curiosity.
+
+## Model Details
+
+### Model Description
+
+- **Developed by:** Trelis Team
+- **Model type:** Language Model
+- **Language(s) (NLP):** English
+- **License:** [More Information Needed]
+- **Finetuned from model:** HuggingFaceTB/SmolLM-360M
+
+TrelisLM-80M is a 80 million parameter language model derived from SmolLM-360M. It was created through a process of layer and width pruning, followed by distillation from SmolLM-360M-Instruct using Forward KL loss.
+
+## Uses
+
+### Direct Use
+
+This model is primarily intended for scientific curiosity and research purposes. It can be used to explore the effects of model pruning and distillation on language model performance.
+
+### Out-of-Scope Use
+
+As this model is still not completely trained, it should not be used for any production or real-world applications at this stage.
+
+## Bias, Risks, and Limitations
+
+The model is still in the training process and may have unpredictable behaviors or biases. It should be used with caution and only for research purposes.
+
+### Recommendations
+
+Users should be aware that this model is a work in progress and its outputs should not be relied upon for any critical or sensitive tasks.
+
+## Training Details
+
+### Training Data
+
+The model was distilled using the Trelis/smollm-corpus-2percent dataset.
+
+### Training Procedure
+
+The training procedure involved the following steps:
+1. Layer pruning of SmolLM-360M
+2. Width pruning of SmolLM-360M
+3. Distillation from SmolLM-360M-Instruct using Forward KL loss
+
+## Evaluation
+
+Evaluation results are not yet available for this model.
+
+## Model Examination
+
+Further examination and interpretation of the model's behavior are needed.
+
+## Environmental Impact
+
+[More Information Needed]
+
+## Technical Specifications
+
+### Model Architecture and Objective
+
+TrelisLM-80M is an 80 million parameter language model derived from SmolLM-360M through pruning and distillation.
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]