Update Automated MNLP evaluation report (2026-05-22)

EVAL_REPORT.md

@@ -2,7 +2,7 @@
 
 - **Model repo:** [`cs-552-2026-ChatMODS/general_knowledge_model`](https://huggingface.co/cs-552-2026-ChatMODS/general_knowledge_model)
 - **Owner(s):** group **ChatMODS**
-- **Generated at:** 2026-05-21T03:28:21+00:00 (UTC)
+- **Generated at:** 2026-05-22T03:04:12+00:00 (UTC)
 - **Pipeline:** [mnlp-project-ci](https://github.com/eric11eca/mnlp-project-ci)
 
 _This PR is opened automatically by the course CI. It is **non-blocking** — you do not need to merge it. The next nightly run will refresh this file._
@@ -12,7 +12,7 @@ _This PR is opened automatically by the course CI. It is **non-blocking** — yo
 | Benchmark | Accuracy | Status |
 |---|---:|---|
 | Math | — | not run |
-| Knowledge | 0.1900 | ok |
+| Knowledge | 0.2800 | ok |
 | Multilingual | — | not run |
 | Safety | — | not run |
 
@@ -24,101 +24,26 @@ _Prompts are intentionally omitted to avoid revealing benchmark contents. For mu
 
 **Correct** (1 shown)
 
-- **reference**: `C`
+- **reference**: `A`
 - **overall** (1/1 completions correct)
-- **extracted** (✓): `C`
+- **extracted** (✓): `A`
 - **completion**:
 
     ```text
-    The patient presents with **intermittent incontinence** that occurs **a few days before flights** and **resolves the day after**. This pattern suggests a **stress-related** or **anxiety-induced** condition. The symptoms are **not related to physical causes**, and the **urinalysis and urine culture are normal**.
-    
-    ### Key Points:
-    - **Intermittent incontinence** that is **stress-induced** or **anxiet
-    
-    ... [truncated 52 chars] ...
-    
-    triggered by travel** and **resolve after the flight**, indicating a **stressor** (flight) is the trigger.
-    - She has **no other significant medical history**, and **oral contraceptive** is the only medication.
-    - The **symptoms are not related to physical causes** (no urinary tract infection, structural abnormalities, etc.).
-    
-    ### Most Appropriate Next Step:
-    The most appropriate next step is to **evaluate the role of stress and anxiety** in her symptoms. Since the symptoms are **stress-related**, the best approach is to **recommend behavioral therapy** or **stress management techniques**.
-    
-    ### Correct Answer:
-    **C. Recommend behavioral therapy**
-    
-    ### Explanation:
-    - **Behavioral therapy** (e.g., cognitive-behavioral therapy) is effective for stress-related incontinence.
-    - **Avoiding stressful activities** (E) is a **management strategy**, but **not the most appropriate next step** in a clinical setting.
-    - **Stopping oral contraceptives** (H) may help, but it is **not the first-line intervention** unless the incontinence is confirmed to be due to hormonal causes.
-    - **Psychoanalytic therapy** (I) is **not evidence-based** for this type of incontinence.
-    
-    ### Final Answer:
-    $$
-    \boxed{C}
-    $$
+    Let me analyze each option:
+    The correct answer is A. No, the school exercised its appropriate function of trying to restrict the use of vulgarity and offensive discourse in a high school setting where free speech may be limited..
+    \boxed{A}
     ```
 
 **Incorrect** (1 shown)
 
-- **reference**: `B`
+- **reference**: `A`
 - **overall** (0/1 completions correct)
-- **extracted** (✗): `\text{A}`
+- **extracted** (✗): `B`
 - **completion**:
 
     ```text
-    We are given a Lagrangian for the coupling of a **bosonic field $ X $** to **fermions**:
-    
-    $$
-    \mathcal{L}(y) = -\lambda f \bar{\psi}_f(y) f(y) (\upsilon + X(y)) \psi_f(y)
-    $$
-    
-    This is a **vector-like** coupling, and the **boson $ X $** is coupled to **fermions** in a way that depends on the **mass** of the boson, $ m_X = 6 \, \text{GeV} $.
-    
-    ---
-    
-    ### Step 1: Understand the decay modes
-    
-    The **kinemati
-    
-    ... [truncated 823 chars] ...
-    
-    0–5000 MeV
-    - **Leptons**: $ e, \mu, \tau $ — masses are in the range of 0.5–100 MeV
-    - **Baryons**: $ b, s $ — masses are in the range of 4–100 GeV
-    
-    So, the **boson $ X $** with mass 6 GeV can decay into:
-    
-    - **Fermion pairs** with **total mass less than or equal to 6 GeV**
-    
-    So, the **allowed decay modes** are:
-    
-    - $ X \rightarrow b\bar{b} $ (mass ~4 GeV)
-    - $ X \rightarrow s\bar{s} $ (mass ~4 GeV)
-    - $ X \rightarrow u\bar{u} $ (mass ~5 GeV)
-    - $ X \rightarrow d\bar{d} $ (mass ~5 GeV)
-    - $ X \rightarrow \tau^+ \tau^- $ (mass ~2000 MeV)
-    - $ X \rightarrow \mu^+ \mu^- $ (mass ~200 MeV)
-    - $ X \rightarrow e^+ e^- $ (mass ~100 MeV)
-    
-    ---
-    
-    ### Step 4: Choose the correct option
-    
-    From the choices:
-    
-    - **A** includes $ b\bar{b}, s\bar{s}, u\bar{u}, d\bar{d}, \tau^+ \tau^-, \mu^+ \mu^-, e^+ e^- $
-    - **B** includes $ c\bar{c}, s\bar{s}, u\bar{u}, d\bar{d}, \tau^+ \tau^-, \mu^+ \mu^-, e^+ e^- $
-    - **C** includes $ c\bar{c}, s\bar{s}, u\bar{u}, d\bar{d}, t\bar{t}, \tau^+ \tau^-, \mu^+ \mu^-, e^+ e^- $
-    - **D** includes $ b\bar{b}, s\bar{s}, u\bar{u}, d\bar{d}, \tau^+ \tau^-, e^+ e^- $
-    
-    Only **A** includes all **allowed decay modes** of $ X $ with mass 6 GeV.
-    
-    ---
-    
-    ### ✅ Final Answer:
-    
-    $$
-    \boxed{\text{A}}
-    $$
+    Let me analyze each option:
+    The correct answer is B.
+    \boxed{B}
     ```