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---
library_name: transformers
tags:
- unsloth
- trl
- sft
---
# 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](https://huggingface.co/NousResearch/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:
```markdown
**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
<!-- 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]
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[More Information Needed]
## Evaluation
<!-- This section describes the evaluation protocols and provides the results. -->
### Testing Data, Factors & Metrics
#### Testing Data
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[More Information Needed]
#### Factors
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
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#### Metrics
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### Results
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#### Summary
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