cognitivetech/Hermes-2-Pro-7b-Mistral-Bulleted-Notes

Use these instead

• https://huggingface.co/cognitivetech/Mistral-7b-Inst-0.2-Bulleted-Notes_GGUF
• https://huggingface.co/cognitivetech/Mistral-7B-Inst-0.2-Bulleted-Notes
• https://huggingface.co/cognitivetech/Mistral-7B-Inst-0.2_Bulleted-Notes_LoRA

NOTE: I have discovered since releasing this model that the dataset was contaminated with some improperly escaped characters. It still performs rather well, but will have to get a new run here soon.

Model Card for Hermes 2 Pro Mistral 7b Bulleted Notees

This is a fine-tune of Hermes-2-Pro-Mistral-7B.

I created a dataset of "comprehensive bulleted notes with headings and terms in bold" from 25 psychology texts, using Mistral-7B-Instruct-v0.2, and one other. I cleaned up that set to be perfect, and trained with Hermes 2 Pro Mistral 7b.

Model Details

```{document}```
Write comprehensive bulleted notes on the provided text.

Uses

Ideally the output looks something like this:

**Winnie's Grief Reaction**

**Therapist's Recommendations**:
- Advised grandmother and maid to:
  - **Hold Winnie** and talk to her as her mother had done
  - **Follow the mother's routines** as much as possible
  - Make **appropriate references to the mother**
- Suggested father talk to Winnie about:
  - Children thinking mothers get sick or die if they are naughty
  - This is not really the case

**Winnie's Behavior**:
- Became her usual self again, and symptoms disappeared
- **Sought out mother-substitutes**: grandmother, maid, father, sister Wendy
- **Happy and contented** as long as she was taken care of and loved

**Expressing Grief**:
- **Seven months after mother's death**, Winnie began talking about her absent mother
- Expressed **sadness, missing her mother**, asked questions about death
- **Explained by therapist**: Winnie could express grief after grandmother had expressed grief over losing her daughter

**Winnie's Remarks at Nursery School**:
- Emphasized that her **mother was dead**
- Expressed **yearning for her mother's return**
- **Sensitive to separations**, looked to sister Wendy for security
- **Apprehensive about losing other caregivers**
- **Resorted to somatic symptoms** when grandmother was away

**Therapist's Concern**:
- Winnie's **capacity to respond to stressful situations**, especially long separations
- Her **ready resort to somatic symptoms**

Training Procedure

Preprocessing [optional]

[More Information Needed]

Training Hyperparameters

• Training regime: [More Information Needed]

Speeds, Sizes, Times [optional]

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Evaluation

Testing Data, Factors & Metrics

Testing Data

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Factors

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Metrics

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Results

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Summary