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Model: ignos/LeoScorpius-GreenNode-Alpaca-7B-v1
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---
license: apache-2.0
---
# Model Card for Model ID
This model is a finetuning of other models based on mistralai/Mistral-7B-v0.1.
## Model Details
### Model Description
The model has been generated from the merging of the models [viethq188/LeoScorpius-7B-Chat-DPO](https://huggingface.co/viethq188/LeoScorpius-7B-Chat-DPO) and [GreenNode/GreenNodeLM-7B-v1olet](https://huggingface.co/GreenNode/GreenNodeLM-7B-v1olet) and a later finetuning with an Alpaca dataset [tatsu-lab/alpaca](https://huggingface.co/datasets/tatsu-lab/alpaca).
- **Developed by:** Ignos
- **Model type:** Mistral
- **License:** Apache-2.0
## Uses
Model created for the comparison of behaviors and metrics with respect to the base model, as well as the comparison with other models that using the same base have been finetuning on other different datasets.
## Bias, Risks, and Limitations
The same bias, risks and limitations from base models.
## Training Details
### Training Data
- [tatsu-lab/alpaca](https://huggingface.co/datasets/tatsu-lab/alpaca)
### Training Procedure
- Training with QLoRA approach and merging with base model.
### Results
- Huggingface evaluation pending
#### Summary
## Technical Specifications
### Model Architecture and Objective
- Models based on Mistral Architecture
### Compute Infrastructure
- Training on RunPod
#### Hardware
- 4 x Nvidia RTX 4090
- 64 vCPU 503 GB RAM
#### Software
- Mergekit (main)
- Axolotl 0.3.0
## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: bfloat16
### Framework versions
- PEFT 0.6.0

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"model_type": "mistral",
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"rms_norm_eps": 1e-05,
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"tie_word_embeddings": false,
"torch_dtype": "bfloat16",
"transformers_version": "4.36.0.dev0",
"use_cache": false,
"vocab_size": 32000
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