Text Generation
PEFT
Safetensors
English
kaiju-coder-7
lora
coding
local-ai
business
opencode
conversational
Instructions to use RMDWLLC/kaiju-coder-7-adapter with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use RMDWLLC/kaiju-coder-7-adapter with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("/workspace/kaiju-coder/models/Qwen3.6-27B") model = PeftModel.from_pretrained(base_model, "RMDWLLC/kaiju-coder-7-adapter") - Notebooks
- Google Colab
- Kaggle
| #!/usr/bin/env python3 | |
| """Apply reviewed Cloudflare D1/KV/R2 bindings to the Kaiju Worker config. | |
| The script is preview-only by default. It accepts resource IDs/names, not | |
| secrets, and refuses placeholder or secret-looking values. | |
| """ | |
| from __future__ import annotations | |
| import argparse | |
| import json | |
| import re | |
| import sys | |
| from pathlib import Path | |
| from typing import Any | |
| ROOT = Path(__file__).resolve().parents[1] | |
| DEFAULT_BINDINGS = ROOT / "release/cloudflare-bindings.json" | |
| DEFAULT_WRANGLER = ROOT / "gateway/cloudflare-worker/wrangler.jsonc" | |
| SECRET_PATTERNS = [ | |
| ("openai_api_key", re.compile(r"\bsk-[A-Za-z0-9][A-Za-z0-9_-]{20,}\b")), | |
| ("anthropic_api_key", re.compile(r"\bsk-ant-[A-Za-z0-9_-]{20,}\b")), | |
| ("stripe_secret_key", re.compile(r"\b[rs]k_(?:live|test)_[A-Za-z0-9]{16,}\b")), | |
| ("stripe_webhook_secret", re.compile(r"\bwhsec_[A-Za-z0-9]{16,}\b")), | |
| ("huggingface_token", re.compile(r"\bhf_[A-Za-z0-9]{20,}\b")), | |
| ("github_token", re.compile(r"\b(?:ghp_[A-Za-z0-9]{20,}|github_pat_[A-Za-z0-9_]{22,})\b")), | |
| ("bearer_token", re.compile(r"\bBearer\s+[A-Za-z0-9._~+/-]{24,}={0,2}\b", re.IGNORECASE)), | |
| ("private_key_block", re.compile(r"-----BEGIN (?:RSA |OPENSSH |EC |DSA )?PRIVATE KEY-----")), | |
| ] | |
| def strip_jsonc(text: str) -> str: | |
| text = re.sub(r"/\*.*?\*/", "", text, flags=re.DOTALL) | |
| lines = [] | |
| for line in text.splitlines(): | |
| in_string = False | |
| escaped = False | |
| output = [] | |
| index = 0 | |
| while index < len(line): | |
| char = line[index] | |
| nxt = line[index + 1] if index + 1 < len(line) else "" | |
| if char == "\\" and in_string: | |
| escaped = not escaped | |
| output.append(char) | |
| elif char == '"' and not escaped: | |
| in_string = not in_string | |
| output.append(char) | |
| elif char == "/" and nxt == "/" and not in_string: | |
| break | |
| else: | |
| escaped = False | |
| output.append(char) | |
| index += 1 | |
| lines.append("".join(output)) | |
| return re.sub(r",\s*([}\]])", r"\1", "\n".join(lines)) | |
| def load_json_or_jsonc(path: Path) -> dict[str, Any]: | |
| text = path.read_text(encoding="utf-8") | |
| try: | |
| return json.loads(strip_jsonc(text)) | |
| except json.JSONDecodeError as exc: | |
| raise SystemExit(f"{path} is not valid JSON/JSONC: {exc}") from exc | |
| def secret_findings(payload: Any) -> list[str]: | |
| rendered = json.dumps(payload, sort_keys=True) | |
| return sorted({label for label, pattern in SECRET_PATTERNS if pattern.search(rendered)}) | |
| def safe_value(value: Any, *, name: str, pattern: str, allow_placeholder: bool = False) -> str: | |
| text = str(value or "").strip() | |
| if not text: | |
| raise SystemExit(f"Missing required Cloudflare binding value: {name}") | |
| if not allow_placeholder and text.startswith("replace_with_"): | |
| raise SystemExit(f"Refusing placeholder Cloudflare binding value for {name}: {text}") | |
| if not re.fullmatch(pattern, text): | |
| raise SystemExit(f"Unsafe Cloudflare binding value for {name}: {text!r}") | |
| return text | |
| def build_bindings(raw: dict[str, Any]) -> dict[str, Any]: | |
| findings = secret_findings(raw) | |
| if findings: | |
| raise SystemExit("Refusing secret-looking Cloudflare binding input: " + ", ".join(findings)) | |
| d1 = raw.get("d1_database") or {} | |
| kv = raw.get("kv_namespace") or {} | |
| r2 = raw.get("r2_bucket") or {} | |
| result: dict[str, Any] = { | |
| "d1_databases": [ | |
| { | |
| "binding": safe_value(d1.get("binding", "KAIJU_BILLING_DB"), name="d1_database.binding", pattern=r"[A-Z0-9_]{3,64}"), | |
| "database_name": safe_value(d1.get("database_name", "kaiju_api_billing"), name="d1_database.database_name", pattern=r"[A-Za-z0-9._-]{3,128}"), | |
| "database_id": safe_value(d1.get("database_id"), name="d1_database.database_id", pattern=r"[A-Za-z0-9_-]{12,128}"), | |
| } | |
| ], | |
| "kv_namespaces": [ | |
| { | |
| "binding": safe_value(kv.get("binding", "KAIJU_RATE_LIMIT_KV"), name="kv_namespace.binding", pattern=r"[A-Z0-9_]{3,64}"), | |
| "id": safe_value(kv.get("id"), name="kv_namespace.id", pattern=r"[A-Za-z0-9_-]{12,128}"), | |
| } | |
| ], | |
| "r2_buckets": [ | |
| { | |
| "binding": safe_value(r2.get("binding", "KAIJU_ARTIFACT_BUCKET"), name="r2_bucket.binding", pattern=r"[A-Z0-9_]{3,64}"), | |
| "bucket_name": safe_value(r2.get("bucket_name", "kaiju-api-artifacts"), name="r2_bucket.bucket_name", pattern=r"[a-z0-9][a-z0-9.-]{1,61}[a-z0-9]"), | |
| } | |
| ], | |
| } | |
| if "workers_dev" in raw: | |
| if not isinstance(raw["workers_dev"], bool): | |
| raise SystemExit("workers_dev must be true or false") | |
| result["workers_dev"] = raw["workers_dev"] | |
| return result | |
| def apply_bindings(config: dict[str, Any], bindings: dict[str, Any]) -> dict[str, Any]: | |
| updated = dict(config) | |
| for key in ["d1_databases", "kv_namespaces", "r2_buckets"]: | |
| updated[key] = bindings[key] | |
| if "workers_dev" in bindings: | |
| updated["workers_dev"] = bindings["workers_dev"] | |
| return updated | |
| def parse_args() -> argparse.Namespace: | |
| parser = argparse.ArgumentParser(description=__doc__) | |
| parser.add_argument("--bindings-file", type=Path, default=DEFAULT_BINDINGS) | |
| parser.add_argument("--wrangler-config", type=Path, default=DEFAULT_WRANGLER) | |
| parser.add_argument("--out", type=Path, help="Write preview to this file instead of stdout. With --write, defaults to --wrangler-config.") | |
| parser.add_argument("--write", action="store_true", help="Update wrangler.jsonc. Default is preview only.") | |
| return parser.parse_args() | |
| def main() -> int: | |
| args = parse_args() | |
| raw = load_json_or_jsonc(args.bindings_file) | |
| config = load_json_or_jsonc(args.wrangler_config) | |
| updated = apply_bindings(config, build_bindings(raw)) | |
| rendered = json.dumps(updated, indent=2, sort_keys=False) + "\n" | |
| if args.write: | |
| target = args.out or args.wrangler_config | |
| target.parent.mkdir(parents=True, exist_ok=True) | |
| target.write_text(rendered, encoding="utf-8") | |
| print(f"Wrote reviewed Cloudflare bindings to {target}") | |
| elif args.out: | |
| args.out.parent.mkdir(parents=True, exist_ok=True) | |
| args.out.write_text(rendered, encoding="utf-8") | |
| print(f"Wrote preview Cloudflare config to {args.out}") | |
| else: | |
| print(rendered, end="") | |
| print("Preview only. Pass --write to update wrangler.jsonc.", file=sys.stderr) | |
| return 0 | |
| if __name__ == "__main__": | |
| raise SystemExit(main()) | |