初始化项目，由ModelHub XC社区提供模型

Model: karthik-2905/AL1-model-B
Source: Original Platform

mlb/gen_sft_tools.py

@@ -0,0 +1,90 @@
+import os, json, random
+HERE = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+import sys; sys.path.insert(0, os.path.join(HERE, "mlb"))
+from tools_common import TOOLS
+
+OUT = os.path.join(HERE, "data", "sft_tools.jsonl")
+N = 1000
+random.seed(0)
+
+FILES = ["config.py", "app.py", "main.py", "README.md", "utils.py", "src/utils.py",
+         "tests/test_api.py", "server.js", "index.html", "data/train.csv", "Makefile",
+         "requirements.txt", "model.py", "train.py", ".env.example", "docker-compose.yml"]
+DIRS = ["src", "tests", "data", ".", "configs", "scripts", "app", "lib", "models"]
+CMDS = ["pytest", "git status", "ls -la", "npm test", "python train.py",
+        "pip install -r requirements.txt", "git log --oneline", "make build",
+        "docker build .", "ruff check .", "python -m pytest tests/", "git diff"]
+EDITS = [("5000", "8080"), ("foo", "bar"), ("debug=False", "debug=True"),
+         ("localhost", "0.0.0.0"), ("v1", "v2"), ("GET", "POST"),
+         ("255", "128"), ("lr=1e-3", "lr=3e-4"), ("True", "False")]
+WRITES = [("hello.py", "print('hi')"), ("notes.txt", "hello world"),
+          (".gitignore", "__pycache__/"), ("VERSION", "1.0.0"),
+          ("run.sh", "#!/bin/bash\npython main.py"), ("todo.md", "- ship it")]
+
+READ_T  = ["Show me the contents of {p}", "Read {p}", "Open {p}", "What's in {p}?",
+           "Display {p}", "Print out {p} for me", "Can you show me {p}?"]
+LIST_T  = ["List the files in {p}", "What's in the {p} directory?", "Show the entries in {p}",
+           "List everything under {p}", "ls {p}", "Show me what's inside {p}"]
+WRITE_T = ["Create a file {p} containing {c}", "Make a new file {p} with the text {c}",
+           "Write {c} to {p}", "Save {c} into a file called {p}"]
+EDIT_T  = ["In {p} replace {a} with {b}", "Change {a} to {b} in {p}",
+           "Update {p}: swap {a} for {b}", "In the file {p}, replace {a} with {b}",
+           "Edit {p} and change {a} into {b}", "Modify {p} so {a} becomes {b}"]
+BASH_T  = ["Run {c}", "Execute {c}", "Run the command {c}", "Please run {c}",
+           "Can you run {c}?", "Kick off {c}", "Go ahead and run {c}"]
+
+WEIGHTS = [("edit_file", 0.28), ("run_bash", 0.28), ("read_file", 0.16),
+           ("list_dir", 0.14), ("write_file", 0.14)]
+
+def pick_tool():
+    r, acc = random.random(), 0.0
+    for name, w in WEIGHTS:
+        acc += w
+        if r <= acc:
+            return name
+    return WEIGHTS[-1][0]
+
+def make_example():
+    t = pick_tool()
+    if t == "read_file":
+        p = random.choice(FILES)
+        q = random.choice(READ_T).format(p=p); args = {"path": p}
+    elif t == "list_dir":
+        p = random.choice(DIRS)
+        q = random.choice(LIST_T).format(p=p); args = {"path": p}
+    elif t == "write_file":
+        p, c = random.choice(WRITES)
+        q = random.choice(WRITE_T).format(p=p, c=c); args = {"path": p, "content": c}
+    elif t == "edit_file":
+        p = random.choice(FILES); a, b = random.choice(EDITS)
+        q = random.choice(EDIT_T).format(p=p, a=a, b=b)
+        args = {"path": p, "old_string": a, "new_string": b}
+    else:  # run_bash
+        c = random.choice(CMDS)
+        q = random.choice(BASH_T).format(c=c); args = {"command": c}
+    call = json.dumps({"name": t, "arguments": args})
+    assistant = f"<tool_call>\n{call}\n</tool_call>"
+    return {"messages": [{"role": "user", "content": q},
+                         {"role": "assistant", "content": assistant}],
+            "tools": TOOLS}
+
+def main():
+    seen, rows = set(), []
+    while len(rows) < N:
+        ex = make_example()
+        key = ex["messages"][0]["content"] + ex["messages"][1]["content"]
+        if key in seen:
+            continue
+        seen.add(key); rows.append(ex)
+    with open(OUT, "w") as f:
+        for r in rows:
+            f.write(json.dumps(r) + "\n")
+    dist = {}
+    for r in rows:
+        name = json.loads(r["messages"][1]["content"].split("<tool_call>\n")[1].split("\n</tool_call>")[0])["name"]
+        dist[name] = dist.get(name, 0) + 1
+    print(f"wrote {len(rows)} -> {OUT}")
+    print("distribution:", dist)
+
+if __name__ == "__main__":
+    main()