Update README.md

README.md

@@ -48,18 +48,27 @@ Please give me ideas for my dissertation.  My Ph.D. is Neuroscience, I like to f
 <|im_start|>assistant
 ```
 
+Ollama ModelFile:
+```
+FROM "./TheProfessor_Q4_K_M.gguf"
+TEMPLATE """<|im_start|>system
+{{ .System }}<|im_end|>
+<|im_start|>user
+{{ .Prompt }}<|im_end|>
+<|im_start|>assistant
+"""
+SYSTEM """Your name is TheProfessor. You are a helpful AI assistant.  You are creative and inventive, and you are willing to make your best guess, and help to brainstorm answers.  Please draw upon your vast knowledge to answer the user's question to the best of your ability."""
+PARAMETER num_ctx 32768
+PARAMETER stop "<|im_end|>"
+```
+
 ## Evals
 
 ```
-"truthfulqa_mc1": {
-  "acc,none": 0.4528763769889841,
-  "acc_stderr,none": 0.01742558984831402,
-  "alias": " - truthfulqa_mc1"
-},
-"truthfulqa_mc2": {
-  "acc,none": 0.6243638840654155,
-  "acc_stderr,none": 0.015264211174267505,
-  "alias": " - truthfulqa_mc2"
+{
+  "mmlu": 0.694,
+  "truthfulqa_mc2": 0.624,
+  "gsm8k": 0.4284
 }
 ```
 
@@ -144,12 +153,7 @@ $$S_{\text{GEG}} = \int d^4x \sqrt{-g} \; \mathcal{L}_{\text{GEG}}$$
 $$\sigma = \sqrt{\langle | \phi | \rangle^2 + \frac{1}{4} \langle A^{\mu}A_{\mu} \rangle^2}$$
 $$\langle A^{\mu} \rangle = (0, v(r)_{i}/\sqrt{2}, 0, 0)$$
 $$\langle \phi \rangle = \langle \phi_0 \rangle + \delta\phi(x)$$
-$$\sigma = \sqrt{\langle | \phi |^2 \rangle + \frac{1}{4} \langle A_{\mu} A^{\mu} \rangle^2 }$$
-$$\langle A_{\mu} \rangle = (0, \frac{v(r)_{i}}{\sqrt{2}}, 0, 0)$$
-$$\langle \phi \rangle = \langle \phi_0 \rangle + \delta\phi(x)$$
-$$\langle \phi \rangle = \sqrt{\frac{\lambda}{2}}$$
 $$\langle A_{\mu} \rangle = (0, \frac{v(r)_{i}}{\sqrt{2}}, 0, 0)$$
-$$\langle \phi \rangle = \langle \phi_{0} \rangle + \delta \phi(x)$$
 $$g_{\mu\nu} = \eta_{\mu\nu} + \kappa h_{\mu\nu}$$
 
 > These equations are from different areas of theoretical physics and cosmology, including gauge theories, emergent gravity, Einstein-Gauss-Bonnet (EG) theories, Higgs mechanism, and cosmic inflation. Here's a brief description of each set of equations: