Update README.md

README.md

@@ -10,48 +10,37 @@ language:
 - en
 base_model:
 - HuggingFaceTB/SmolLM2-1.7B-Instruct
-pipeline_tag: question-answering
+pipeline_tag: text-generation
 ---
 
-# Model Card for Model ID
+# Model Card for Kurtis-SmolLM2-1.7B-Instruct
 
-Kurtis is a fine-tuning, inference and evaluation tool built for SLMs (Small Language Models) such as Huggingface's SmolLM2.
+This model has been fine-tuned using Kurtis, an experimental fine-tuning, inference and evaluation tool for Small Language Models.
 
 ## Model Details
 
 ### Model Description
 
 - **Developed by:** Massimo R. Scamarcia <massimo.scamarcia@gmail.com>
-- **Funded by [optional]:** Massimo R. Scamarcia <massimo.scamarcia@gmail.com> - (self-funded)
-- **Shared by [optional]:** Massimo R. Scamarcia <massimo.scamarcia@gmail.com>
+- **Funded by:** Massimo R. Scamarcia <massimo.scamarcia@gmail.com> - (self-funded)
+- **Shared by:** Massimo R. Scamarcia <massimo.scamarcia@gmail.com>
 - **Model type:** Transformer decoder
 - **Language(s) (NLP):** English
 - **License:** MIT
-- **Finetuned from model [optional]:** HuggingFaceTB/SmolLM2-1.7B-Instruct
+- **Finetuned from model:** HuggingFaceTB/SmolLM2-1.7B-Instruct
 
-### Model Sources [optional]
-
-<!-- Provide the basic links for the model. -->
+### Model Sources
 
 - **Repository:** [https://github.com/mrs83/kurtis](https://github.com/mrs83/kurtis)
-- **Paper [optional]:** None
-- **Demo [optional]:** [More Information Needed]
 
 ## Uses
 
-The model is intended for use in a conversational setting, particularly in mental health and therapeutic support scenarios. 
-
-Suitable use cases include:
-
-- Evaluating the usage of small-language models (SLMs).
-- Evaluating small-language models (SLMs) capability to generate empathetic responses in a mental-health context.
-
+The model is intended for use in a conversational setting, particularly in mental health and therapeutic support scenarios.
 
 ### Direct Use
 
 Not suitable for production usage.
 
-
 ### Out-of-Scope Use
 
 This model should not be used for:
@@ -61,99 +50,14 @@ This model should not be used for:
 - Applications where responses require regulatory compliance or are highly sensitive.
 - Generating responses without human supervision, especially in contexts that involve vulnerable individuals.
 
-
 ## Bias, Risks, and Limitations
 
 Misuse of this dataset could lead to providing inappropriate or harmful responses, so it should not be deployed without proper safeguards in place.
 
 ### Recommendations
 
-Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model.
 
 ## How to Get Started with the Model
 
-Use the code below to get started with the model.
-
-[More Information Needed]
-
-## Training Details
-
-### Training Data
-
-WIP
-
-[More Information Needed]
-
-### Training Procedure
-
-<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
-
-#### Preprocessing [optional]
-
-[More Information Needed]
-
-
-#### Training Hyperparameters
-
-- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
-
-#### Speeds, Sizes, Times [optional]
-
-<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
-
-[More Information Needed]
-
-## Evaluation
-
-<!-- This section describes the evaluation protocols and provides the results. -->
-
-### Testing Data, Factors & Metrics
-
-#### Testing Data
-
-<!-- This should link to a Dataset Card if possible. -->
-
-[More Information Needed]
-
-#### Factors
-
-<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
-
-[More Information Needed]
-
-#### Metrics
-
-<!-- These are the evaluation metrics being used, ideally with a description of why. -->
-
-[More Information Needed]
-
-### Results
-
-[More Information Needed]
-
-#### Summary
-
-
-
-## Technical Specifications [optional]
-
-### Model Architecture and Objective
-
-[More Information Needed]
-
-### Compute Infrastructure
-
-[More Information Needed]
-
-#### Hardware
-
-[More Information Needed]
-
-#### Software
-
-[More Information Needed]
-
-
-## Model Card Contact
-
-Massimo R. Scamarcia <massimo.scamarcia@gmail.com>
+WIP