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README.md

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 ---
 license: other
+homepage: https://wandb.ai/hampterbyte/Wizard-Vicuna-13B-Uncensored-SpQR/runs/95vcnhr8/overview
+model-index:
+- name: Wizard-Vicuna-13B-Uncensored-SpQR
+  results:
+    - task:
+        type: text-generation-inference
+        name: Text Generation
+      dataset:
+        type: c4-new
+        name: C4 New Dataset
+      metrics:
+        - type: perplexity
+          value: 7.354
+    - task:
+        type: text-generation-inference
+        name: Text Generation
+      dataset:
+        type: wikitext2
+        name: WikiText-2 Dataset
+      metrics:
+        - type: perplexity
+          value: 5.685
+    - task:
+        type: text-generation-inference
+        name: Text Generation
+      dataset:
+        type: ptb-new
+        name: PTB New Dataset
+      metrics:
+        - type: perplexity
+          value: 20.822
 ---
+
+
+# Wizard-Vicuna-13B-Uncensored-SpQR
+
+## Overview
+This model is an SpQR 4-bit quantization of the original [Wizard-Vicuna-13B-Uncensored-HF](https://huggingface.co/TheBloke/Wizard-Vicuna-13B-Uncensored-HF)
+
+## Quantization Specifications
+
+- **Quantization**: 4-bit, group size of 16, per-channel with scale and zero-point of 3 bits.
+- **Outliers**: Threshold set at 0.2.
+- **Permutation Order**: `act_order`.
+- **Dampening**: Set at 1e0.
+- **Sampling**: 128 samples.
+- **Logging**: Via Weights & Biases.
+
+## Evaluation Metrics
+
+The following perplexity scores were obtained on various datasets:
+
+| Dataset   | Perplexity |
+|:---------:|:----------:|
+| c4-new    | 7.354      |
+| wikitext2 | 5.685      |
+| ptb-new   | 20.822     |