zhouyuanxi/xc_validation_strategy_vllm_gguf_hygon_zkl
1
0
Fork 0
Code Issues Pull Requests Actions Projects Releases Wiki Activity
Files
main
xc_validation_strategy_vllm…/main.py

541 lines
25 KiB
Python
Raw Permalink Normal View History

init: GGUF adapt-task batch submit strategy (hygon, zkl)
2026-07-20 19:37:33 +08:00
"""
xc_validation_strategy_vllm_gguf_hygon_zkl — 主入口
启动后通过 /api/adapt/task/add 接口（xc-Token 认证）批量提交
GGUF 模型适配任务（hygon_k100-ai，llamacpp 框架），之后保持 HTTP 服务存活。
同时暴露 /health（K8s 探活）和 /status（运行状态）。
部署框架与 xc_validation_strategy 一致。
"""
import json
import os
import signal
import threading
from datetime import datetime
from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
from typing import List
import requests
# ══════════════════════════════════════════════════════════
# 配置
# ══════════════════════════════════════════════════════════
BASE_URL = os.environ.get("BASE_URL", "https://modelhub.org.cn")
ADD_TASK_ENDPOINT = "/api/adapt/task/add"
# zhouyuanxi 账号的 xc-Token（该接口使用 xc-Token 认证，无需登录）
update model list and xc-Token
2026-07-21 14:47:40 +08:00
# USER_ACCOUNT = "i-zhouyuanxi@4paradigm.com"
# XC_TOKEN = "62b9b487eff2488fb9f1da0b963f0b93"
USER_ACCOUNT = "zhoukaile"
XC_TOKEN = "bd7c52f3b9604ef48a14dd6174513935"
init: GGUF adapt-task batch submit strategy (hygon, zkl)
2026-07-20 19:37:33 +08:00
GPU_TYPE = "hygon_k100-ai"
TASK_TYPE = "text-generation"
STRATEGY_ID = os.environ.get("STRATEGY_ID", "") # 平台自动注入，无需修改
HEADERS = {
"Content-Type": "application/json",
"xc-Token": XC_TOKEN,
}
HTTP_HOST = "0.0.0.0"
HTTP_PORT = 8080
# ══════════════════════════════════════════════════════════
# 模型列表
# ══════════════════════════════════════════════════════════
ALL_MODEL_IDS = [
update model list and xc-Token
2026-07-21 14:47:40 +08:00
### 这段提交账号 zhouyuanxi, 注意只提交到 hygon 的卡上，f16 格式，并未提交 bi150 的卡，注意还要等待 adminProxy 下载
# "mradermacher/kyara-lite-sft-1M-GGUF",
# "mradermacher/text-arco-GGUF",
# "mradermacher/Mistral-7B-v0.3-sft-ultrachat-GGUF",
# "mradermacher/Saba2-Preview-GGUF",
# "mradermacher/Anemoi-4B-GGUF",
# "mradermacher/exaone-3.5-2.4b-instruct-dacon-llm-GGUF",
# "mradermacher/light-3B-beta-GGUF",
# "mradermacher/bellman-mistral-7b-instruct-v0.3-GGUF",
# "mradermacher/Kosmos-EVAA-Franken-Immersive-v40-8B-GGUF",
# "mradermacher/Qwen2.5-Interpreter-GGUF",
# "mradermacher/Llama-3.1-8B-Gemma-2-9B-mix-GGUF",
# "mradermacher/Llama-3.1-8B-sft-ultrachat-GGUF",
# "mradermacher/t5-base-english-japanese-GGUF",
# "mradermacher/tourist-GGUF",
# "mradermacher/t5-base-japanese-question-generation-GGUF",
# "mradermacher/t5-qiita-title-generation-GGUF",
# "mradermacher/Not_Even_My_Final_Form-8B-Model_Stock-GGUF",
# "mradermacher/Morphing-8B-Model_Stock-GGUF",
# "mradermacher/Llamaverse-3.1-8B-Instruct-GGUF",
# "mradermacher/Gemma-2-9B-sft-ultrachat-GGUF",
# "mradermacher/Italy-10B-GGUF",
# "mradermacher/Qwen2.5-7B-sft-ultrachat-safeRLHF-GGUF",
# "mradermacher/Qwen2-7B-sft-ultrachat-safeRLHF-GGUF",
# "mradermacher/qwen-2.5-0.5b-unlabeled-pile-GGUF",
# "mradermacher/HQwen-3B-00-fp16-GGUF",
# "mradermacher/AI_Pet_code-GGUF",
# "mradermacher/codellama-7b-betterv-params-c2v-chisel-GGUF",
# "mradermacher/LongRAG-Qwen2.5-7B-Instruct-GGUF",
# "mradermacher/granite-3.0-3b-a800m-base-GGUF",
# "mradermacher/granite-3.0-8b-base-GGUF",
# "mradermacher/moxin-llm-7b-GGUF",
# "mradermacher/llama-3.2-3b-merged-base-3K-updated-GGUF",
# "mradermacher/II-Tulu-8B-SFT-GGUF",
# "mradermacher/HebQwen-json-2025-GGUF",
# "mradermacher/WiNGPT-Babel-GGUF",
# "mradermacher/oh-dcft-v3.1-llama-3.1-405b-v2dummytesting-GGUF",
# "mradermacher/greesychat-turbo-GGUF",
# "mradermacher/MFANN-abliterated-phi2-merge-unretrained-GGUF",
# "mradermacher/oh-dcft-v3.1-llama-3.1-405b-qwen-v2dummytesting-GGUF",
# "mradermacher/Llama-3.1-8B-sft-ultrachat-safeRLHF-GGUF",
# "mradermacher/Falcon-3B-8k-data-new-classes-GGUF",
# "mradermacher/Lunar-4B-GGUF",
# "mradermacher/Zelus-8B-Model_Stock-GGUF",
# "mradermacher/mpn_mistral7bv3_sft-GGUF",
# "mradermacher/Qwen2-7B-sft-ultrachat-GGUF",
# "mradermacher/Llama-3.1-8B-Instruct-GSM8k-GGUF",
# "mradermacher/Mistral-7B-v0.3-sft-ultrachat-safeRLHF-GGUF",
# "mradermacher/QwENDEAVR-VL-2B-GGUF",
# "mradermacher/EXAONE-3.5-7.8B-it-DACON-LLM-GGUF",
# "mradermacher/Gemma-2-9B-sft-ultrachat-safeRLHF-GGUF",
# "mradermacher/Eunoia-GwQ-Gemma-9B-GGUF",
# "mradermacher/periquito-3B-GGUF",
# "mradermacher/T3qm7xNeuralsirkrishna_Strangemerges_30Ogno-GGUF",
# "mradermacher/Chalice1-GGUF",
# "mradermacher/Yamshadowexperiment28M70.5-0.45-0.64-0.12-0.94-0.72-7B-GGUF",
# "mradermacher/M7Yamshadowexperiment28_Strangemerges_32Yamshadow-GGUF",
# "mradermacher/Experiment26Yam_Strangemerges_32Ogno-GGUF",
# "mradermacher/Experiment28T3q_NeuralsirkrishnaExperiment26-GGUF",
# "mradermacher/YamshadowStrangemerges_32_Strangemerges_32Experiment28-GGUF",
# "mradermacher/Experiment28M7_Experiment28Neuralsirkrishna-GGUF",
# "mradermacher/YamshadowStrangemerges_32_Neuralsirkrishnaexperiment26Experiment24-GGUF",
# "mradermacher/YamshadowInex12_Experiment29Pastiche-GGUF",
# "mradermacher/tsukasa-7b-qlora-GGUF",
# "mradermacher/Qwen2.5-3B-Model-Stock-v2-GGUF",
# "mradermacher/LongRAG_Ministral-8B-Instruct-GGUF",
# "mradermacher/LongRAG_Llama3.1-8B-Instruct-GGUF",
# "mradermacher/inter-play-sim-assistant-test-GGUF",
# "mradermacher/Llama-3.2-1B-magnitude-0.1-GGUF",
# "mradermacher/Howdy-8B-LINEAR-GGUF",
# "mradermacher/Qwen2.5-3B-Model-Stock-GGUF",
# "mradermacher/Ice0.51-16.01-RP-GGUF",
# "mradermacher/Qwen2.5-3B-Model-Stock-v3-GGUF",
# "mradermacher/SalvadAI-GGUF",
# "mradermacher/Yi-6B-Chat-Llama-3.3-70B-Instruct-honest_lying-GGUF",
# "mradermacher/Funny-Chatbot-Llama-3.1-8B-Instruct-GGUF",
# "mradermacher/Aira-2-355M-GGUF",
# "mradermacher/Qmerft-GGUF",
# "mradermacher/Qwen2.5-1.5B-Instruct-DPO-bad-boy-GGUF",
# "mradermacher/NxMobileLM-1.5B-SFT-GGUF",
# "mradermacher/Llama-3-ELYZA-JP-8B-normal-chosen-GGUF",
# "mradermacher/HebQwen-json-2025-meta-GGUF",
# "mradermacher/JapMed-GGUF",
# "mradermacher/What_A_Thrill-8B-Model_Stock-GGUF",
# "mradermacher/phi-3-clinical-GGUF",
# "mradermacher/ORPO-Llama-SQL-8B-Spider-GGUF",
# "mradermacher/Gemma-Radiation-RP-9B-lorablated-GGUF",
# "mradermacher/D.A.T.A.v1-GGUF",
# "mradermacher/gemmarpp-GGUF",
# "mradermacher/Meta-Llama-3-8B-wanda-0.1-GGUF",
# "mradermacher/LwQ-10B-Instruct-GGUF",
# "mradermacher/occiglot-7b-de-en-instruct-dpo1-GGUF",
# "mradermacher/MCQ-qkvo-2-GGUF",
# "mradermacher/YamshadowStrangemerges_32_Inex12Experiment28-GGUF",
# "mradermacher/Bahasa-4b-GGUF",
# "mradermacher/MCQ-head-16-GGUF",
# "mradermacher/Experiment26Yam_Ognoexperiment27Multi_verse_model-GGUF",
# "mradermacher/An4-7Bv2.4-GGUF",
# "mradermacher/YamshadowStrangemerges_32_YamExperiment28-GGUF",
# "mradermacher/bitmap-M7-alpaca-70m-GGUF",
# "mradermacher/UpshotLlama-3-8B-GGUF",
# "mradermacher/ChimeraLlama-3-8B-GGUF",
# "mradermacher/Yamshadowexperiment28M70.8-0.85-0.86-0.36-0.42-0.16-7B-GGUF",
# "mradermacher/microcoderfim-1B-GGUF",
# "mradermacher/Medusa_OpenHermes-2.5-Mistral7B-DPO-GGUF",
# "mradermacher/YamshadowInex12_Experiment24Ognoexperiment27-GGUF",
# "mradermacher/gemma-2b-datascience-instruct-v4.5-GGUF",
# "mradermacher/Josiefied-Qwen2-1.5B-Instruct-abliterated-GGUF",
# "mradermacher/zoyllm-7b-slimorca-GGUF",
# "mradermacher/M7Yamshadowexperiment28_T3qm7xExperiment28-GGUF",
# "mradermacher/Aria-7b-128k-v4-GGUF",
# "mradermacher/T3qm7xNeuralsirkrishna_CalmeInex12-GGUF",
# "mradermacher/T3qm7xNeuralsirkrishna_YamStrangemerges_32-GGUF",
# "mradermacher/YamshadowInex12_T3qm7xExperiment28-GGUF",
# "mradermacher/Model_Stock_Mixv0.1-7B-GGUF",
# "mradermacher/StrangeMerges_49-7B-dare_ties-GGUF",
# "mradermacher/galland-mistral-7b-instruct-v0.2-v1-GGUF",
# "mradermacher/Magiq-Translator-0-GGUF",
# "mradermacher/occiglot-7b-de-en-instruct-GGUF",
# "mradermacher/M7Yamshadowexperiment28_YamShadow-GGUF",
# "mradermacher/StrangeMerges_17-7B-dare_ties-GGUF",
# "mradermacher/occiglot-7b-es-en-instruct-hf-GGUF",
# "mradermacher/ko-gemma-1.1-2b-GGUF",
# "mradermacher/M7Yamshadowexperiment28_Percival_01Yamshadow-GGUF",
# "mradermacher/TinyAlpaca-1.1B-GGUF",
# "mradermacher/MeliodasT3q_M7Alloyingotneoy-GGUF",
# "mradermacher/Vistral-7B-Chat-function-calling-GGUF",
"mradermacher/Roberta-CLS-URL-GGUF",
"mradermacher/shorting-gemma-2b-4e-GGUF",
"mradermacher/Experiment28M7_Strangemerges_32Alloyingotneoy-GGUF",
"mradermacher/Sappho_V0.0.1-GGUF",
"mradermacher/T3qm7xNeuralsirkrishna_AlloyingotneoyExperiment28-GGUF",
"mradermacher/SwahiliInstruct-v0.2-GGUF",
"mradermacher/japanese-llama-3-8b-GGUF",
"mradermacher/T3qm7xNeuralsirkrishna_Strangemerges_32Alloyingotneoy-GGUF",
"mradermacher/WeniGPT-Agents-Zephyr-1.0.1-KTO-merged-GGUF",
"mradermacher/Inex12Experiment26-7B-GGUF",
"mradermacher/StructLM-7B-Mistral-GGUF",
"mradermacher/YamshadowStrangemerges_32_Experiment24Experiment26-GGUF",
"mradermacher/WeniGPT-Agents-Mistral-1.0.6-SFT-1.0.4-DPO-merged-GGUF",
"mradermacher/YamshadowStrangemerges_32_YamM7-GGUF",
"mradermacher/Tamil-gemma-v1-GGUF",
"mradermacher/Medical_Summary-GGUF",
"mradermacher/CompliAI171A2-GGUF",
"mradermacher/M7Yamshadowexperiment28_Experiment24Alloyingotneoy-GGUF",
"mradermacher/blopsy-1.4-GGUF",
"mradermacher/YamshadowStrangemerges_32_Experiment26Alloyingotneoy-GGUF",
"mradermacher/blopsy-1.3-GGUF",
"mradermacher/Experiment28M7_Experiment26Shadow-GGUF",
"mradermacher/gpt2-Therapy1-GGUF",
"mradermacher/T3qm7xNeuralsirkrishna_ShadowExperiment29-GGUF",
"mradermacher/M7Yamshadowexperiment28_Strangemerges_32T3q-GGUF",
"mradermacher/YamshadowStrangemerges_32_AlloyingotneoyInex12-GGUF",
"mradermacher/Mistral-portuguese-luana-7b-mental-health-GGUF",
"mradermacher/RakutenAI-7B-aya-v0.1-GGUF",
"mradermacher/Yamshadowexperiment28M70.04-0.39-0.5-0.24-0.68-0.29-7B-GGUF",
"mradermacher/Cyber_assist3.1-GGUF",
"mradermacher/Etluther-Code-finetuned-GGUF",
"mradermacher/Experiment28M7_Experiment28Inex12-GGUF",
"mradermacher/MFANNv0.17.10-GGUF",
"mradermacher/MeliodasPercival_01_Strangemerges_32M7-GGUF",
"mradermacher/NeuralStock-7B-v3-GGUF",
"mradermacher/Experiment26Yamshadow_AlloyingotneoyExperiment24-GGUF",
"mradermacher/MedGPT-Llama3.1-8B-BA-v.1-GGUF",
"mradermacher/Experiment28M7_T3qm7xNeuralsirkrishna-GGUF",
"mradermacher/tidarat-jiewhwan-GGUF",
"mradermacher/HX-Mistral-1.5B_v0.2-GGUF",
"mradermacher/Mistral-7B-v0.1-Mistral-7B-v0.3-mix-GGUF",
"mradermacher/Experiment26Neuralsirkrishna_Inex12Experiment28-GGUF",
"mradermacher/YamshadowInex12_Experiment26Yam-GGUF",
"mradermacher/Cerebral-Infinity-7B-GGUF",
"mradermacher/CyberLlama2-7b-GGUF",
"mradermacher/StrangeMerges_20-7B-slerp-GGUF",
"mradermacher/DareBeagle-7B-GGUF",
"mradermacher/YamshadowInex12_MeliodasT3q-GGUF",
"mradermacher/Llama-3-8B-saiga-suzume-ties-GGUF",
"mradermacher/MeliodasT3qm7_ShadowStrangemerges_32-GGUF",
"mradermacher/NeuralsirkrishnaShadow_Experiment24Experiment28-GGUF",
"mradermacher/gemma-7b-Indic-Multilingual-GGUF",
"mradermacher/Experiment26M7-7B-GGUF",
"mradermacher/MicroTask-mini-guanaco_200k-GGUF",
"mradermacher/NeuralsirkrishnaShadow_Inex12Experiment24-GGUF",
"mradermacher/YamshadowInex12_CalmeInex12-GGUF",
"mradermacher/Yamshadowexperiment28M70.8-0.84-0.86-0.36-0.16-0.95-7B-GGUF",
"mradermacher/T3qm7xExperiment26-7B-GGUF",
"mradermacher/M7Yamshadowexperiment28_Inex12Experiment26-GGUF",
"mradermacher/DialoGPT-medium-Bernkastel-GGUF",
"mradermacher/M7Yamshadowexperiment28_Experiment28Neuralsirkrishna-GGUF",
"mradermacher/reyna-qwen-l2-GGUF",
"mradermacher/MeliodasPercival_01_MeliodasT3q-GGUF",
"mradermacher/Qwen-1.8B_DepressionDetection-GGUF",
"mradermacher/Confluence-Renegade-7B-GGUF",
"mradermacher/T3qm7xNeuralsirkrishna_NeuralsirkrishnaInex12-GGUF",
"mradermacher/M7Yamshadowexperiment28_YamT3qm7xp-GGUF",
"mradermacher/Gaston-Llama-3-8B-GGUF",
"mradermacher/OpenHermes-2.5-Mistral-7B-DSStackexchange-dpoV1-GGUF",
"mradermacher/YamshadowInex12_Experiment28Inex12-GGUF",
"mradermacher/MeliodasPercival_01_Experiment24Shadow-GGUF",
"mradermacher/NeuralsirkrishnaShadow_NeuralsirkrishnaExperiment28-GGUF",
"mradermacher/Llama-3-Ko-8B-ties-GGUF",
"mradermacher/short_story_generation-GGUF",
"mradermacher/Experiment26Yamshadow_Experiment29Pastiche-GGUF",
"mradermacher/YamshadowInex12_Inex12Yam-GGUF",
"mradermacher/NeuralsirkrishnaShadow_M7Alloyingotneoy-GGUF",
"mradermacher/MFANN3bv0.4-GGUF",
"mradermacher/GPT2-XL-v2-DPO-GGUF",
"mradermacher/Mistral-7B-Instruct-v0.2-open-instruct-ro-GGUF",
"mradermacher/Chat-With-YourFAV-Character-Small-GGUF",
"mradermacher/NeuralsirkrishnaShadow_Experiment27Pastiche-GGUF",
"mradermacher/MeliodasPercival_01_Experiment26Strangemerges_32-GGUF",
"mradermacher/GemmaColRAC-AeroExpertV4-GGUF",
"mradermacher/StrangeMerges_53-7B-model_stock-GGUF",
"mradermacher/Llama-3-Palembang-GGUF",
"mradermacher/Gath_mistral_7b_v1-GGUF",
"mradermacher/Mistral-7B-Instruct-v0.2-lbl-GGUF",
"mradermacher/M7Yamshadowexperiment28_Percival_01Experiment26-GGUF",
"mradermacher/NeuralsirkrishnaShadow_Experiment24Shadow-GGUF",
"mradermacher/Experiment26Neuralsirkrishna_Multi_verse_modelM7-GGUF",
"mradermacher/Ai-PL_Gemma_Sum-GGUF",
"mradermacher/OpenHermes-2.5-Mistral-7B-mt-bench-DPO-recovered-GGUF",
"mradermacher/Meta-Llama-3-8B-Instruct_fictional_Italian_v1-GGUF",
"mradermacher/QnA_MedicalModel_GPT2-GGUF",
"mradermacher/MeliodasT3q_Strangemerges_32Shadow-GGUF",
"mradermacher/Experiment28M7_Experiment27Shadow-GGUF",
"mradermacher/Yamshadowexperiment28M70.26-0.75-0.72-0.35-0.62-0.99-7B-GGUF",
"mradermacher/meditron-7b-dpo-full-wo-healthsearch_qa-ep3-GGUF",
"mradermacher/WeniGPT-Agents-Llama3-1.0.10-SFT-merged-GGUF",
"mradermacher/Apollo-1.8B-GGUF",
"mradermacher/gpt2-TherapyV1-GGUF",
"mradermacher/germeo-7b-laser-GGUF",
"mradermacher/Experiment26Neuralsirkrishna_Multi_verse_modelExperiment28-GGUF",
"mradermacher/Nahuatl_Espanol_v1-GGUF",
"mradermacher/Yamshadowexperiment28M70.85-0.75-0.23-0.83-0.08-0.95-7B-GGUF",
"mradermacher/tiny-random-stablelm-2-GGUF",
"mradermacher/Experiment28M7_OgnoExperiment27-GGUF",
"mradermacher/LLama2BLora_Malay-GGUF",
"mradermacher/JSL-MedMNX-7B-SFT-GGUF",
"mradermacher/Mistral-7B-v0.1-ja-wikipedia-v0.1-GGUF",
"mradermacher/Strangemerges_32T3q-7B-GGUF",
"mradermacher/YamT3qm7xp_YamPastiche-GGUF",
"mradermacher/mistral-7b-dpo-full-sft-wo-kqa_golden-GGUF",
"mradermacher/KoGemma-sft-7b-v1-GGUF",
"mradermacher/Llama-3-Unholy-8B-e4-GGUF",
"mradermacher/YamshadowStrangemerges_32_Experiment24Experiment28-GGUF",
"mradermacher/T3qm7xNeuralsirkrishna_Experiment29Pastiche-GGUF",
"mradermacher/Llama-3-8B-Instruct-v0.1-64K-QLoRA-Merged-GGUF",
"mradermacher/Llama-2-7b-chat-hf_fictional_chinese_v1-GGUF",
"mradermacher/ablation-model-refinedweb-GGUF",
"mradermacher/Delexa-V0.1-7b-GGUF",
"mradermacher/Llama-3.2-3B-Stock-v1-GGUF",
"mradermacher/WeniGPT-Agents-Mistral-1.0.6-SFT-1.0.5-DPO-merged-GGUF",
"mradermacher/FalconSlerp5-7B-GGUF",
"mradermacher/Ice0.62-18.01-RP-GGUF",
"mradermacher/Accord-8B-Model_Stock-GGUF",
"mradermacher/Llama-2-7b-sft-all-pool-GGUF",
"mradermacher/L3.1-Goldv4-10B-GGUF",
"mradermacher/llama3-8b-dare-ties-v2-GGUF",
"mradermacher/Qwen2-7B-sft-dpo-10k-GGUF",
"mradermacher/llama-3-Stheno-Mahou-8B-GGUF",
"mradermacher/1800-9B-V3-GGUF",
"mradermacher/MontirOnlinePro-GGUF",
"mradermacher/RLLMv3-hero-GGUF",
"mradermacher/orca_mini_7b-GGUF",
"mradermacher/stackoverflow_25000tasks_.75p-GGUF",
"mradermacher/orca_mini_v2_7b-GGUF",
"mradermacher/SJT-900M-Alpha-GGUF",
"mradermacher/SJT-1.5B-Alpha-GGUF",
"mradermacher/llama-3-stinky-v2-8B-GGUF",
"mradermacher/Minerva-1.5b_V0.2-GGUF",
"mradermacher/NeuralsirkrishnaShadow_Inex16Calme-GGUF",
"mradermacher/Phi-3.5-4B-instruct-sft-GGUF",
"mradermacher/SJT-1.5B-Alpha-1.1-GGUF",
"mradermacher/llama3-8b-dare-linear-v3-GGUF",
"mradermacher/Happy_New_Year-8B-Model_Stock-GGUF",
"mradermacher/SJT-1B-Alpha-GGUF",
"mradermacher/Nother_One-8B-Model_Stock-GGUF",
"mradermacher/NBeerbower-Narrative-8b-64k-GGUF",
"mradermacher/Qwen2.5-7B-sft-all-pool-GGUF",
"mradermacher/Q2.5-EvaHumane-RP-GGUF",
"mradermacher/NBeerbower-ConversationalMix-8b-GGUF",
"mradermacher/Minerva-1.5b-GGUF",
"mradermacher/orca_mini_v5_8b-GGUF",
"mradermacher/homeo-vet-1a-GGUF",
"mradermacher/llama3.1-cc-8B-GGUF",
"mradermacher/MasherAI-7B-v6.1-redo1-GGUF",
"mradermacher/Mistral-7B-v0.3-sft-all-pool-GGUF",
"mradermacher/llama-3-stinky-8B-GGUF",
"mradermacher/Bagel-Hermes-2-Pro-Llama3-8B-GGUF",
"mradermacher/Experiment28T3q_Experiment28Yam-GGUF",
"mradermacher/Mistral-7B-v0.1-sft-all-pool-GGUF",
"mradermacher/SJT-900M-GGUF",
"mradermacher/YamshadowStrangemerges_32_YamShadow-GGUF",
"mradermacher/PARM-1-Smollm2-1.7B-Lcot-PyTorch-GGUF",
"mradermacher/Qwen2-7B-sft-spin-10k-GGUF",
"mradermacher/stackoverflow_25000tasks_.5p-GGUF",
"mradermacher/orca_mini_v9_5_1B-Instruct_preview-GGUF",
"mradermacher/L3MaidRPKraiKei-V1.65-8B-GGUF",
"mradermacher/orca_mini_v5_8b_orpo-GGUF",
"mradermacher/NeuralContext-7b-v1-GGUF",
"mradermacher/8b-all-JSTS-GGUF",
"mradermacher/OH-dpov2-GGUF",
"mradermacher/orca_mini_v4_8b-GGUF",
"mradermacher/YamshadowStrangemerges_32_Strangemerges_32Experiment26-GGUF",
"mradermacher/ResplendentAI-ChattyMix-8b-64k-GGUF",
init: GGUF adapt-task batch submit strategy (hygon, zkl)
2026-07-20 19:37:33 +08:00
]
# ══════════════════════════════════════════════════════════
# 全局状态（供 /status 展示）
# ══════════════════════════════════════════════════════════
_state = {
"strategy_id": STRATEGY_ID,
"phase": "starting", # starting | submitting | done | error
"total": len(ALL_MODEL_IDS),
"submitted": 0,
"failed": 0,
"started_at": None,
"finished_at": None,
}
_shutdown = threading.Event()
# ══════════════════════════════════════════════════════════
# HTTP 服务
# ══════════════════════════════════════════════════════════
class Handler(BaseHTTPRequestHandler):
def do_GET(self):
if self.path == "/health":
self._json({"status": "ok"})
elif self.path == "/status":
self._json(_state)
else:
self._json({"error": "not found"}, 404)
def _json(self, body: dict, code: int = 200):
payload = json.dumps(body, default=str).encode()
self.send_response(code)
self.send_header("Content-Type", "application/json")
self.send_header("Content-Length", str(len(payload)))
self.end_headers()
self.wfile.write(payload)
def log_message(self, fmt, *args):
print(f"[http] {self.address_string()} {fmt % args}", flush=True)
def _run_http():
server = ThreadingHTTPServer((HTTP_HOST, HTTP_PORT), Handler)
server.timeout = 1
print(f"[http] 监听 {HTTP_HOST}:{HTTP_PORT}", flush=True)
while not _shutdown.is_set():
server.handle_request()
server.server_close()
print("[http] 已关闭", flush=True)
# ══════════════════════════════════════════════════════════
# 工具函数：生成模型文件名（一律 .f16.gguf）
# ══════════════════════════════════════════════════════════
def get_model_filename(model_id: str) -> str:
base_name = model_id.split("/")[-1]
if '_-_' in base_name:
base_name = base_name.split('_-_')[-1]
if base_name.lower().endswith("-gguf"):
base_name = base_name[:-5]
base_name = base_name + ".f16.gguf"
return base_name
# ══════════════════════════════════════════════════════════
# 业务逻辑
# ══════════════════════════════════════════════════════════
def submit_task(model_id: str) -> bool:
model_filename = get_model_filename(model_id)
config_content = f"""
docker_image: git.modelhub.org.cn:9443/enginex-hygon/hygon-llama.cpp:b7516
nv_docker_image: harbor-contest.4pd.io/luxinlong02/llama-cpp:b7003-cuda-full-12.3
framework: llamacpp
storage: gpfs
api: completion
temperature: 0
repetition_penalty: 1.1
top_p: 0.9
max_model_len: 4096
sut_config:
gpu_num: 1
values:
command: ['/app/llama-server','--model', '/model/{model_filename}', '--alias', 'llm', '--threads', '20','--n-gpu-layers', '999', '--prio', '3', '--min_p', '0.01', '--ctx-size', '4096', '--host', '0.0.0.0', '--port', '8000', '--jinja', '--flash-attn', 'off']
ref_config:
gpu_num: 1
values:
command: ['/workspace/llama.cpp/build/bin/llama-server','--model', '/model/{model_filename}', '--alias', 'llm', '--threads', '20', '--n-gpu-layers', '999', '--prio', '3', '--min_p', '0.01', '--ctx-size', '4096', '--host', '0.0.0.0', '--port', '8000', '--jinja', '--flash-attn', 'off']
"""
payload = {
"configParams": config_content,
"framework": "llamacpp",
"modelAddress": f"https://huggingface.co/{model_id}",
"targetGpu": GPU_TYPE,
"taskType": TASK_TYPE,
"strategyId": STRATEGY_ID, # 平台要求；若接口不支持该字段会被忽略
}
print(f"📤 提交任务: {model_id} ({model_filename})", flush=True)
try:
resp = requests.post(
BASE_URL + ADD_TASK_ENDPOINT,
headers=HEADERS,
json=payload,
timeout=30,
)
print(f"status: {resp.status_code}", flush=True)
result = resp.json()
print(result, flush=True)
if result.get("code") == 0:
print(f"✅ 提交成功: {model_id}", flush=True)
return True
else:
print(f"❌ 提交失败: {result.get('message')}", flush=True)
return False
except Exception as e:
print(f"💥 异常 ({model_id}): {e}", flush=True)
return False
def _run_worker():
_state["started_at"] = datetime.utcnow().isoformat()
_state["phase"] = "submitting"
successful: List[str] = []
for model_id in ALL_MODEL_IDS:
if _shutdown.is_set():
break
if submit_task(model_id):
_state["submitted"] += 1
successful.append(model_id)
else:
_state["failed"] += 1
try:
with open("submitted_adapt_tasks.txt", "w", encoding="utf-8") as f:
for mid in successful:
f.write(f"{mid}\n")
except Exception:
pass
_state["finished_at"] = datetime.utcnow().isoformat()
_state["phase"] = "done"
print(
f"[worker] 完成 submitted={_state['submitted']} failed={_state['failed']} total={_state['total']}",
flush=True,
)
# 提交完成后继续保持进程存活，等待平台停止
# ══════════════════════════════════════════════════════════
# 入口
# ══════════════════════════════════════════════════════════
def _handle_signal(signum, _frame):
print(f"[main] 收到信号 {signum}，正在关闭...", flush=True)
_shutdown.set()
def main():
signal.signal(signal.SIGTERM, _handle_signal)
signal.signal(signal.SIGINT, _handle_signal)
http_thread = threading.Thread(target=_run_http, daemon=False)
http_thread.start()
worker_thread = threading.Thread(target=_run_worker, daemon=True)
worker_thread.start()
_shutdown.wait()
print("[main] 等待 HTTP 服务关闭...", flush=True)
http_thread.join(timeout=5)
print("[main] 退出", flush=True)
if __name__ == "__main__":
main()
Reference in New Issue Copy Permalink