diff --git a/configs/eval/generate_llama.yaml b/configs/eval/generate_llama.yaml
deleted file mode 100644
index 15a114c2..00000000
--- a/configs/eval/generate_llama.yaml
+++ /dev/null
@@ -1,14 +0,0 @@
-# model/tokenizer
-model_name: "zpn/llama-7b"
-tokenizer_name: "zpn/llama-7b"
-
-
-max_new_tokens: 512
-temperature: 0.001
-prompt: | 
-  #this code prints a string reversed
-  my_string = "hello how are you"
-  print(len(my_string))
-
-
-  My code above does not work. Can you help me?
diff --git a/eval_figures.py b/eval_figures.py
index 0126bda4..e1b50bbe 100644
--- a/eval_figures.py
+++ b/eval_figures.py
@@ -4,7 +4,7 @@ import numpy as np
 from matplotlib import pyplot as plt
 
 plt.figure()
-for fpath in glob.glob('./eval_data/*multi*.pkl'):
+for fpath in glob.glob('./eval_data/*.pkl'):
     parts = fpath.split('__')
     model_name = parts[1].replace('model-', '').replace('.pkl', '')
     lora_name = parts[2].replace('lora-', '').replace('.pkl', '')
@@ -13,7 +13,11 @@ for fpath in glob.glob('./eval_data/*multi*.pkl'):
         perplexities = data['perplexities']
         perplexities = np.nan_to_num(perplexities, 100)
         perplexities = np.clip(perplexities, 0, 100)
-        plt.hist(perplexities, label='{}-{}'.format(model_name, lora_name), alpha=.5)
+        if 'nomic' in fpath:
+            label = 'GPT4all-lora'
+        else:
+            label = 'alpaca-lora'
+        plt.hist(perplexities, label=label, alpha=.5)
 
 plt.xlabel('Perplexity')
 plt.ylabel('Frequency')
diff --git a/figs/perplexity_hist.png b/figs/perplexity_hist.png
new file mode 100644
index 00000000..be3780b0
Binary files /dev/null and b/figs/perplexity_hist.png differ