Add Beam->Qwen3 distill data + Colab notebook

distill/distill.py

@@ -0,0 +1,34 @@
+import os,json,time,random,threading,concurrent.futures as cf,re
+from openai import OpenAI
+V="../v2/"
+c=OpenAI(base_url="https://router.huggingface.co/v1",api_key=os.environ.get("HF_TOKEN","x"),timeout=240)
+ta={(d["link"],d["question_number"]):d for d in map(json.loads,open(V+"tam_Taml.jsonl"))}
+links=sorted({k[0] for k in ta}); random.Random(42).shuffle(links)
+evl=set(links[:int(len(links)*0.25)])
+split={k:("eval" if k[0] in evl else "train") for k in ta}
+json.dump({f"{k[0]}|{k[1]}":v for k,v in split.items()},open("split.json","w"))
+def body(k):
+    Q=ta[k]; opts="\n".join(f"{i}. {Q['mc_answer'+str(i)]}" for i in range(1,5))
+    return f"பத்தி:\n{Q['flores_passage']}\n\nகேள்வி: {Q['question']}\n\nவிடைகள்:\n{opts}"
+INS="\n\nபத்தியின் அடிப்படையில் 1-2 வாக்கியங்களில் தமிழில் சுருக்கமாக காரணம் கூறவும். பிறகு கடைசி வரியில் 'விடை: <எண்>' என்று மட்டும் எழுதவும்."
+OUT="beam_distill.jsonl"; done=set(); lock=threading.Lock()
+if os.path.exists(OUT):
+    for l in open(OUT):
+        r=json.loads(l)
+        if "error" not in r: done.add((r["link"],r["qn"]))
+jobs=[k for k in ta if split[k]=="train" and k not in done]
+print("todo",len(jobs),flush=True)
+def run(k):
+    err=None
+    for a in range(6):
+        try:
+            r=c.chat.completions.create(model="reflection/Beam-1.0-501B-A23B",messages=[{"role":"user","content":body(k)+INS}],max_tokens=3000)
+            m=r.choices[0].message.content or ""
+            mm=re.findall(r"விடை\s*[:：]\s*([1-4])",m)
+            rec=dict(link=k[0],qn=k[1],gold=str(ta[k]["correct_answer_num"]),pred=mm[-1] if mm else None,output=m,usage=r.usage.model_dump() if r.usage else None,finish=r.choices[0].finish_reason)
+            break
+        except Exception as e: err=str(e)[:200]; time.sleep(4*(a+1))
+    else: rec=dict(link=k[0],qn=k[1],error=err)
+    with lock: open(OUT,"a").write(json.dumps(rec,ensure_ascii=False)+"\n")
+with cf.ThreadPoolExecutor(12) as ex: list(ex.map(run,jobs))
+print("done",flush=True)