Update README.md

README.md

@@ -8,12 +8,10 @@ license: cc-by-sa-4.0
 <p>“Luna AI Llama2 Uncensored” is a Llama2 based Chat model <br />fine-tuned on over 40,000 long form chat discussions <br />
   This model was fine-tuned by Tap, the creator of Luna AI. <br /> 
   The result is an enhanced Llama2 7b model that rivals ChatGPT in performance <br />across a variety of tasks.</p>
-<p>This model stands out for its long responses, <br /> low hallucination rate, and absence of censorship mechanisms. <br /></p>
-
+  
 <h2>Model Training</h2>
 <p>The fine-tuning process was performed on an 8x a100 80GB machine.
-  <br />The model was trained almost entirely on synthetic outputs.
-  <br />This includes data from diverse sources which we included to create our custom dataset,<br /> it includes multiple rounds of chats between Human & AI.
+  <br />The model was trained on synthetic outputs which include multiple rounds of chats between Human & AI.
 </p>
 
 <a rel="noopener nofollow" href="https://huggingface.co/TheBloke/Luna-AI-Llama2-Uncensored-GPTQ">4bit GPTQ Version provided by @TheBloke - for GPU inference</a><br />
@@ -30,10 +28,6 @@ ASSISTANT: Of course! Friends are always here for each other. What do you like t
 
 ```
 
-
-<h2>Future Plans</h2>
-<p>The model is currently being uploaded in FP16 format, <br />and there are plans to convert the model to GGML and GPTQ 4bit quantizations.</p>
-
 <h2>Benchmark Results</h2>
 
 ||||||
@@ -45,18 +39,6 @@ ASSISTANT: Of course! Friends are always here for each other. What do you like t
 |truthfulqa_mc|1|mc2|0.4716|0.0155|
 |Average|-|-|0.5114|0.0150|
 
-<h2>Ethical considerations</h2>
-<p>The data used to train the model is collected from various sources, mostly from the Web. <br /> 
-  As such, it contains offensive, harmful and biased content. <br />We thus expect the model to exhibit such biases from the training data.</p>
-
-<h2>Human life</h2>
-<p>The model is not intended to inform decisions about matters central to human life, <br />and should not be used in such a way.</p>
-
-<h2>Risks and harms</h2>
-<p>Risks and harms of large language models include the generation of harmful, offensive or biased content. <br /> 
-  These models are often prone to generating incorrect information, sometimes referred to as hallucinations. 
-  <br /> We do not expect our model to be an exception in this regard.</p>
-
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