From 21e543fdf67fe6c11fe4767d2cfe319c7c17b873 Mon Sep 17 00:00:00 2001 From: Maksym Date: Tue, 23 Jan 2024 19:33:31 -0500 Subject: [PATCH 1/2] new_llama_icl --- LLMFactCheck_ABOUT.md | 8 ++++++++ img/llama_7B_0.3_icl.png | Bin 0 -> 420395 bytes src/load_model.py | 19 ++++++++++++++----- 3 files changed, 22 insertions(+), 5 deletions(-) create mode 100644 img/llama_7B_0.3_icl.png diff --git a/LLMFactCheck_ABOUT.md b/LLMFactCheck_ABOUT.md index dd25ed9..4c0bf75 100644 --- a/LLMFactCheck_ABOUT.md +++ b/LLMFactCheck_ABOUT.md @@ -62,6 +62,14 @@ The accuracy results are visually represented through pie charts for both standa
Llama Model Accuracy on All Labeled Dataset
Llama model accuracy on all labeled dataset +

Llama-2-7B-GGUF - test size = 0.3

+
+ +
+
Llama Model Accuracy on Test Dataset
+ Llama model accuracy on test dataset +
+
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4c0bf75..9f4ddc9 100644 --- a/LLMFactCheck_ABOUT.md +++ b/LLMFactCheck_ABOUT.md @@ -115,15 +115,18 @@ The evaluation of model accuracies has provided the following insights: | Model | Dataset Type | Accuracy | |-----------------------|-----------------------|---------:| -| Llama | Test | 44% | +| Llama | test size = 0.3 | 44% | | Llama | All Labeled | 49% | -| GPT-3.5 Turbo | Test (Standard) | 64% | +| Llama-2-7B-GGUF | test size = 0.3 | 71% | +| GPT-3.5 Turbo | test size = 0.3 | 64% | | GPT-3.5 Turbo | All Labeled (Standard)| 58% | -| GPT-3.5 Turbo (ICL) | Test | 73% | -| GPT-4.0 | Test (Standard) | 48% | +| GPT-3.5 Turbo (ICL) | test size = 0.3 | 73% | +| GPT-4.0 | test size = 0.3 | 48% | | GPT-4.0 | All Labeled (Standard)| 59% | -| GPT-4.0 (ICL) | Test | 73% | +| GPT-4.0 (ICL) | test size = 0.3 | 73% | + +>Llama-2-7B-GGUF - test size = 0.3 - **Llama Model Accuracy**: - On the test dataset: 44% - On the all labeled dataset: 49%