From 31ea4f20c3584cf5ce754b1e00be56fd01c2c82a Mon Sep 17 00:00:00 2001 From: snow2white <164228644@qq.com> Date: Sat, 18 Oct 2025 16:09:16 +0800 Subject: [PATCH 1/5] 1018_v1 --- .DS_Store | Bin 0 -> 6148 bytes Online/.DS_Store | Bin 0 -> 6148 bytes Online/README.md | 1 + Online/community/.DS_Store | Bin 0 -> 8196 bytes Online/community/QuestionAnswering/.DS_Store | Bin 0 -> 6148 bytes Online/community/QuestionAnswering/README.md | 53 +++ ...347\255\224\347\263\273\347\273\237.ipynb" | 434 ++++++++++++++++++ Online/community/README.md | 1 + 8 files changed, 489 insertions(+) create mode 100644 .DS_Store create mode 100644 Online/.DS_Store create mode 100644 Online/community/.DS_Store create mode 100644 Online/community/QuestionAnswering/.DS_Store create mode 100644 Online/community/QuestionAnswering/README.md create mode 100644 "Online/community/QuestionAnswering/\345\237\272\344\272\216Qwen1.5-0.5b\347\232\204\351\227\256\347\255\224\347\263\273\347\273\237.ipynb" diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..0f2506ab4c9b9624bfd8d8febee3cd44624c476c GIT binary patch literal 6148 zcmeHK%Wl&^6upz0#-;)V38Ze2EU~Rhh^k6eH*T6ND)Er&3KoEZjRUpndZO5A7EvUx z;UD+~wtNZy!V1ovnW8u;EGvrUS~F)J_uR41*fSm?65UDigs4SCE)t`28`%}c{hU^; zVOl((P%)lUNd2QszK^pNZ`)uMunPQZ3h=kvq^ER5ht#Kq?^nj?;bq|fY5S)#l-T

yr06yz{Gl#lye(#?xXHXDaTuc$B3@*=~OqjWy@ided#X8}8fi zR8GS(DknuZ8o%b+iIiD2Nw|-9MCh8KwDftO#i`gv*;(X`aYwS5ESzP~1>= zxSs0`TAQ=kZl}HFcRG9XEq}Jh<(=J~`P_3KJbJu;JUGkFbNPwoz|x1cPuU%Vm+%>d z+Vfw8<2;l3N3=8NF0>g@K|LDM1)U&2M?Is6%4J;z$6A~PkB%{42jD&fZiAWBXF~i~ zV%)<>C1Q_}4=^W^N1+%f=?oDHI;}@&@O>_h=_m%G)cw>O@@3%-0nOSCP{6#m?#2zc zS9^^V`7h$Nh`6QEdO+|Ryb9oMoB z6y_RJQdCe)pAXBWY~S!VD!}h9pfl2Rf#0q7r_a(-r|9LW@e;oC!x*BKjC3}+bd2lt zvMeTbzyDoy*18YYH{^!gl<(q?dKTA7J)I1b>J8UUv@X+|I7v^7d^YYqdZksJ6e_O_ zp~!NiynS7$OwWdTs)ru_7~gXe4pdpz1_tkkdL1}dvQGe zR9-0k#oRjy%vEC#9p1oK1S_<-iYrxWb&g(U2AJWBK2S~-TtU11uxzRI4Owlqj_Cjz zj_3%u1D&%rLp-^|koXT(l$eotwDUXpe5bcZK-HU9z$@StxQ7C69h95*;P_OpfLGxE zP=MEm5Y8AmY%H3k1BE#P0J~^5hL}GXnG-sU95xow0~3}Cv{d1a7{b!g9=g29VPnzK zNw~v@a3c$MLJ?+kTt77FBqEEx^a^+d+6t`MYLEB-gWsS3+azD}3U~$nDFsA#6pw~@ zB)7LNJsj_~A^bg@jq@6dzbFXIR*YQUinrj#&>nICj2t!=(E{@y0!9X3cm@8b0zUzX C*n)@v literal 0 HcmV?d00001 diff --git a/Online/README.md b/Online/README.md index 14cf136..9bab06b 100644 --- a/Online/README.md +++ b/Online/README.md @@ -76,6 +76,7 @@ | [VideoClassification](https://github.com/mindspore-courses/orange-pi-mindspore/tree/master/Online/community/VideoClassification) | 8.0.0.beta1 | 2.6.0 |8T16G | | [MaskGeneration](https://github.com/mindspore-courses/orange-pi-mindspore/tree/master/Online/community/MaskGeneration) | 8.1.RC1 | 2.6.0 | 8T16G | | [DocumentQuestionAnswering](https://github.com/mindspore-courses/orange-pi-mindspore/tree/master/Online/community/DocumentQuestionAnswering) | 8.0.0.beta1 | 2.6.0 | 20T24G | +| [QuestionAnswering](https://github.com/mindspore-courses/orange-pi-mindspore/tree/master/Online/community/QuestionAnswering) | 8.0.0.beta1 | 2.6.0 | 20T24G | diff --git a/Online/community/.DS_Store b/Online/community/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..c51defc3242be33eede4feb52a8bcb3909bbf321 GIT binary patch literal 8196 zcmeHMK~EGh6n+Ji*=#^y)!@No60Zc25E9~LcUd$Xh>;<9P=hnOD~=3PvNP+dgk;b9 zAN&hm{U!bvPx`&K3p2Bz%f%RM$?NO1{a)Lzubq7Z5s7-Y^?+!eh#Uy(nKH6-61TGq zr7=@82Q7dnI;1wml+sh`4)wMbmI2FvWxz6E8L$le3k=|$&B?joy{}tsZW*u){Fe;y z{oq1aSB>s#t*#DaDg=O@K($IJBMwj)*XXLzeXSJ~Hg)tM3{;p9LufeKUG5HDHM+00 zhLg~65@uv!A{3!U2hLU9NmRAAxn;mIFw6kQ?sup`lA4Iwv+;YI5=8PLT4Jg}66ztk z@1Q28{mn==gGdHI^MR{D7JsUQ645L@LSG;FE)Z?np!XBd8wavle*t|&QCj1M!}%$2fJarw>NWhUB;;&#_f&*gsnEZ zym%JIE!nHfZrn-~*3%76$tms4%pV`GE-x*(%gbvg3-0k6mseI-PEJbBt$X($ZtopL zhq3$wUXX;j>}g6rpXR({BXIT3>%@_anPs+AqHTC$4ZE@hy$Jtm<#$v0@s|vnbL4?b z{-VWs6S)WfJA|-D@>xjfL%{}na@NKaFnqGun;G%(LSJI<%_48ZUwwE}gmM44tNB^5 zU*v4f4SfF+r-^+#JD>8Yjcv>;rUR^I=q^w`okdlElIY6}j(n1NCvtwxWAiEGdx*I| z_cRi?&!H-`i#fJ1wj6zIzD06YK!Z(|fh)(rxL(nG8G7U5@BdeB-F88i0n5M{17f1# zHR^aC{M$c*zC$O@C(x!X{G=G literal 0 HcmV?d00001 diff --git a/Online/community/QuestionAnswering/.DS_Store b/Online/community/QuestionAnswering/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..93653d979e2804d8a6dc2d179328cf8cd6059993 GIT binary patch literal 6148 zcmeHKyGjF55Iv(Q0yZhNyFZ|q!Zs`+7B+$?*vhJf5KI~sQDh6j&d&ewPy7QvKnp$d zP+Zou7BT}f=ib>l_hwJAlK~*(i<2QR0MMr^;z2{#^tpP+mLelWI?p)8IfmH47S=n} zzbBNtcKEjYh&^1j_?vc4eR==%dUJ65e)q!t8Rod=9rez1c3e+qHQD;pNA%~9Fs{>5 zfm9$BNCi@XRA7+;+IwmJ6~~OJKq`<5d@G>eheB7Z0vkvBbTHTmK type is zero.\n", + " setattr(self, word, getattr(machar, word).flat[0])\n", + "/home/HwHiAiUser/.local/lib/python3.9/site-packages/numpy/core/getlimits.py:89: UserWarning: The value of the smallest subnormal for type is zero.\n", + " return self._float_to_str(self.smallest_subnormal)\n", + "/home/HwHiAiUser/.local/lib/python3.9/site-packages/numpy/core/getlimits.py:549: UserWarning: The value of the smallest subnormal for type is zero.\n", + " setattr(self, word, getattr(machar, word).flat[0])\n", + "/home/HwHiAiUser/.local/lib/python3.9/site-packages/numpy/core/getlimits.py:89: UserWarning: The value of the smallest subnormal for type is zero.\n", + " return self._float_to_str(self.smallest_subnormal)\n", + "[WARNING] ME(7230:255085986443296,MainProcess):2025-09-11-15:30:28.629.326 [mindspore/context.py:1402] For 'context.set_context', the parameter 'ascend_config' will be deprecated and removed in a future version. Please use the api mindspore.device_context.ascend.op_precision.precision_mode(),\n", + " mindspore.device_context.ascend.op_precision.op_precision_mode(),\n", + " mindspore.device_context.ascend.op_precision.matmul_allow_hf32(),\n", + " mindspore.device_context.ascend.op_precision.conv_allow_hf32(),\n", + " mindspore.device_context.ascend.op_tuning.op_compile() instead.\n", + "/home/HwHiAiUser/.local/lib/python3.9/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n", + "Building prefix dict from the default dictionary ...\n", + "Loading model from cache /tmp/jieba.cache\n", + "Loading model cost 1.471 seconds.\n", + "Prefix dict has been built successfully.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "正在加载模型...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Qwen2ForCausalLM has generative capabilities, as `prepare_inputs_for_generation` is explicitly overwritten. However, it doesn't directly inherit from `GenerationMixin`.`PreTrainedModel` will NOT inherit from `GenerationMixin`, and this model will lose the ability to call `generate` and other related functions.\n", + " - If you are the owner of the model architecture code, please modify your model class such that it inherits from `GenerationMixin` (after `PreTrainedModel`, otherwise you'll get an exception).\n", + " - If you are not the owner of the model architecture class, please contact the model code owner to update it.\n", + "Sliding Window Attention is enabled but not implemented for `eager`; unexpected results may be encountered.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "模型加载完成！\n" + ] + } + ], + "source": [ + "import mindspore\n", + "from mindnlp.transformers import AutoModelForCausalLM, AutoTokenizer\n", + "from mindnlp.transformers import TextIteratorStreamer\n", + "from threading import Thread\n", + "\n", + "# 加载tokenizer和模型\n", + "print(\"正在加载模型...\")\n", + "tokenizer = AutoTokenizer.from_pretrained(\"/home/HwHiAiUser/Qwen1.5-0.5B-Chat\", mirror=\"modelers\", ms_dtype=mindspore.float16)\n", + "model = AutoModelForCausalLM.from_pretrained(\"/home/HwHiAiUser/Qwen1.5-0.5B-Chat\", mirror=\"modelers\", ms_dtype=mindspore.float16)\n", + "print(\"模型加载完成！\")\n" + ] + }, + { + "cell_type": "markdown", + "id": "20ecde6c", + "metadata": {}, + "source": [ + "## 构建回答的流式输出函数" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "bdb00370-ac2b-4e7e-9cc9-3130a535ad2b", + "metadata": {}, + "outputs": [], + "source": [ + "system_prompt = \"你是个能回答问题的专家，需要根据用户的需求来具体解答\"\n", + "def chat_with_model(user_input):\n", + " \"\"\"与模型进行单轮对话，支持流式输出\"\"\"\n", + " # 构建消息格式\n", + " messages = [\n", + " {'role': 'system', 'content': system_prompt},\n", + " {'role': 'user', 'content': user_input}\n", + " ]\n", + " \n", + " # 应用聊天模板\n", + " input_ids = tokenizer.apply_chat_template(\n", + " messages,\n", + " add_generation_prompt=True,\n", + " return_tensors=\"ms\",\n", + " tokenize=True\n", + " )\n", + " \n", + " # 创建流式输出器\n", + " streamer = TextIteratorStreamer(tokenizer, timeout=300, skip_prompt=True, skip_special_tokens=True)\n", + " \n", + " # 生成参数\n", + " generate_kwargs = dict(\n", + " input_ids=input_ids,\n", + " streamer=streamer,\n", + " max_new_tokens=1024,\n", + " do_sample=True,\n", + " top_p=0.9,\n", + " temperature=0.1,\n", + " num_beams=1,\n", + " pad_token_id=tokenizer.eos_token_id\n", + " )\n", + " \n", + " # 在单独线程中启动生成\n", + " t = Thread(target=model.generate, kwargs=generate_kwargs)\n", + " t.start()\n", + " \n", + " # 流式输出tokens\n", + " full_response = \"\"\n", + " for new_token in streamer:\n", + " if '' in new_token: # 检查停止token\n", + " break\n", + " print(new_token, end=\"\", flush=True)\n", + " full_response += new_token\n", + " \n", + " return \"回答完毕\"" + ] + }, + { + "cell_type": "markdown", + "id": "4e6affcd-f9fd-48c4-a5bf-d4ddbbc23b03", + "metadata": {}, + "source": [ + "## 单轮LLM问答" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "a2e6015e-4235-4013-9645-e64fee22f227", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "我是来自阿里云的大规模语言模型，我叫通义千问。" + ] + }, + { + "data": { + "text/plain": [ + "'回答完毕'" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "query=\"你是谁\"\n", + "chat_with_model(f\"请回答：{query}\")" + ] + }, + { + "cell_type": "markdown", + "id": "55da8aa1-a41b-429f-9466-6da945406253", + "metadata": {}, + "source": [ + "## 连续多轮LLM问答" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "582b86b4-ef3e-481f-8b87-d132b1fc9d75", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=== 连续问答已启动（输入 q/quit/exit 退出）===\n", + "\n" + ] + }, + { + "name": "stdin", + "output_type": "stream", + "text": [ + "你： 你是谁\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "助手：我是来自阿里云的大规模语言模型，我叫通义千问。\n" + ] + }, + { + "name": "stdin", + "output_type": "stream", + "text": [ + "你： 介绍一下华为的主要业务\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "助手：华为是一家中国领先的通信设备和解决方案提供商。其主要业务包括智能手机、互联网设备（如路由器、交换机）、云计算服务以及大数据分析等。同时，华为还提供数据存储、网络安全、人工智能等领域的技术解决方案。\n" + ] + }, + { + "name": "stdin", + "output_type": "stream", + "text": [ + "你： q\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[结束对话]\n" + ] + } + ], + "source": [ + "# 直接运行本单元格，然后在提示符连续输入问题；输入 q/quit/exit 结束。\n", + "\n", + "from mindnlp.transformers import TextIteratorStreamer\n", + "from threading import Thread\n", + "\n", + "# 基础生成参数（可保留默认值）\n", + "GEN_MAX_NEW_TOKENS = 512\n", + "GEN_TEMPERATURE = 0.7\n", + "GEN_TOP_P = 0.9\n", + "\n", + "# 可选的系统提示词（如果不需要，置为空字符串）\n", + "SYSTEM_PROMPT = \"你是一个专业的中文问答助手，请结合上下文，给出准确、简洁、有条理的回答。\"\n", + "\n", + "# 校验必要对象\n", + "if \"tokenizer\" not in globals() or \"model\" not in globals():\n", + " raise RuntimeError(\"未检测到 tokenizer 或 model，请先运行上文加载模型的单元格。\")\n", + "\n", + "def generate_once(messages):\n", + " \"\"\"\n", + " 基于 MindNLP 的聊天模板与流式生成，输入完整 messages（包含历史），返回本轮回复字符串。\n", + " messages: List[{'role': 'system'|'user'|'assistant', 'content': str}]\n", + " \"\"\"\n", + " # 1) 构造输入（MindNLP: return_tensors='ms'）\n", + " input_ids = tokenizer.apply_chat_template(\n", + " messages,\n", + " add_generation_prompt=True,\n", + " return_tensors=\"ms\",\n", + " tokenize=True\n", + " )\n", + "\n", + " # 2) 创建流式输出器（逐 token 返回字符串）\n", + " streamer = TextIteratorStreamer(\n", + " tokenizer=tokenizer,\n", + " skip_prompt=True,\n", + " skip_special_tokens=True\n", + " )\n", + "\n", + " # 3) 组装生成参数\n", + " generate_kwargs = dict(\n", + " input_ids=input_ids,\n", + " max_new_tokens=GEN_MAX_NEW_TOKENS,\n", + " do_sample=True,\n", + " temperature=GEN_TEMPERATURE,\n", + " top_p=GEN_TOP_P,\n", + " streamer=streamer,\n", + " eos_token_id=getattr(tokenizer, \"eos_token_id\", None),\n", + " pad_token_id=getattr(tokenizer, \"pad_token_id\", None),\n", + " )\n", + "\n", + " # 4) 在线程中启动生成（主线程消费 streamer）\n", + " t = Thread(target=model.generate, kwargs=generate_kwargs)\n", + " t.start()\n", + "\n", + " # 5) 流式打印并累计输出\n", + " full_text = \"\"\n", + " for piece in streamer:\n", + " print(piece, end=\"\", flush=True)\n", + " full_text += piece\n", + " print() # 换行\n", + "\n", + " return full_text.strip()\n", + "\n", + "# ========== 多轮对话主循环 ==========\n", + "history = []\n", + "if SYSTEM_PROMPT:\n", + " history.append({\"role\": \"system\", \"content\": SYSTEM_PROMPT})\n", + "\n", + "print(\"=== 连续问答已启动（输入 q/quit/exit 退出）===\\n\")\n", + "while True:\n", + " try:\n", + " user_text = input(\"你：\").strip()\n", + " except EOFError:\n", + " print(\"\\n[结束对话]\")\n", + " break\n", + "\n", + " if not user_text:\n", + " continue\n", + " if user_text.lower() in {\"q\", \"quit\", \"exit\"}:\n", + " print(\"[结束对话]\")\n", + " break\n", + "\n", + " # 追加用户消息并生成\n", + " history.append({\"role\": \"user\", \"content\": user_text})\n", + " print(\"助手：\", end=\"\", flush=True)\n", + " try:\n", + " answer = generate_once(history)\n", + " except Exception as e:\n", + " print(f\"[生成出错] {e}\")\n", + " # 出错时回滚上一轮的 user 消息，继续循环\n", + " history.pop()\n", + " continue\n", + "\n", + " # 记录助手消息，维护上下文\n", + " history.append({\"role\": \"assistant\", \"content\": answer})\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4e781c15-5224-4d91-82c9-368c4dce48ff", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "py39", + "language": "python", + "name": "py39" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.23" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Online/community/README.md b/Online/community/README.md index 1230890..7c2dc84 100644 --- a/Online/community/README.md +++ b/Online/community/README.md @@ -17,4 +17,5 @@ | [VideoClassification](https://github.com/mindspore-courses/orange-pi-mindspore/tree/master/Online/community/VideoClassification) | 8.0.0.beta1 | 2.6.0 |8T16G | | [MaskGeneration](https://github.com/mindspore-courses/orange-pi-mindspore/tree/master/Online/community/MaskGeneration) | 8.1.RC1 | 2.6.0 | 8T16G | | [DocumentQuestionAnswering](https://github.com/mindspore-courses/orange-pi-mindspore/tree/master/Online/community/DocumentQuestionAnswering) | 8.0.0.beta1 | 2.6.0 | 20T24G | +| [QuestionAnswering](https://github.com/mindspore-courses/orange-pi-mindspore/tree/master/Online/community/QuestionAnswering) | 8.0.0.beta1 | 2.6.0 | 20T24G | From 1034ef469dbe05ab39d41ab9846fb123185cf81e Mon Sep 17 00:00:00 2001 From: snow2white <164228644@qq.com> Date: Fri, 24 Oct 2025 14:01:15 +0800 Subject: [PATCH 2/5] 1024_v1 --- .DS_Store | Bin 6148 -> 0 bytes {Online => Offline}/.DS_Store | Bin 6148 -> 6148 bytes Online/README.md | 2 +- Online/community/.DS_Store | Bin 8196 -> 0 bytes Online/community/QuestionAnswering/.DS_Store | Bin 6148 -> 0 bytes .../Question_Answering.ipynb | 16 ++++++++-------- Online/community/README.md | 2 +- README.md | 1 + 8 files changed, 11 insertions(+), 10 deletions(-) delete mode 100644 .DS_Store rename {Online => Offline}/.DS_Store (91%) delete mode 100644 Online/community/.DS_Store delete mode 100644 Online/community/QuestionAnswering/.DS_Store rename "Online/community/QuestionAnswering/\345\237\272\344\272\216Qwen1.5-0.5b\347\232\204\351\227\256\347\255\224\347\263\273\347\273\237.ipynb" => Online/community/QuestionAnswering/Question_Answering.ipynb (97%) diff --git a/.DS_Store b/.DS_Store deleted file mode 100644 index 0f2506ab4c9b9624bfd8d8febee3cd44624c476c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6148 zcmeHK%Wl&^6upz0#-;)V38Ze2EU~Rhh^k6eH*T6ND)Er&3KoEZjRUpndZO5A7EvUx z;UD+~wtNZy!V1ovnW8u;EGvrUS~F)J_uR41*fSm?65UDigs4SCE)t`28`%}c{hU^; zVOl((P%)lUNd2QszK^pNZ`)uMunPQZ3h=kvq^ER5ht#Kq?^nj?;bq|fY5S)#l-T

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| | [DocumentQuestionAnswering](https://github.com/mindspore-courses/orange-pi-mindspore/tree/master/Online/community/DocumentQuestionAnswering) | 8.0.0.beta1 | 2.6.0 | 20T24G | -| [QuestionAnswering](https://github.com/mindspore-courses/orange-pi-mindspore/tree/master/Online/community/QuestionAnswering) | 8.0.0.beta1 | 2.6.0 | 20T24G | +| [QuestionAnswering](https://github.com/mindspore-courses/orange-pi-mindspore/tree/master/Online/community/QuestionAnswering) | 8.1.RC1 | 2.6.0 | 20T24G | diff --git a/Online/community/.DS_Store b/Online/community/.DS_Store deleted file mode 100644 index c51defc3242be33eede4feb52a8bcb3909bbf321..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 8196 zcmeHMK~EGh6n+Ji*=#^y)!@No60Zc25E9~LcUd$Xh>;<9P=hnOD~=3PvNP+dgk;b9 zAN&hm{U!bvPx`&K3p2Bz%f%RM$?NO1{a)Lzubq7Z5s7-Y^?+!eh#Uy(nKH6-61TGq zr7=@82Q7dnI;1wml+sh`4)wMbmI2FvWxz6E8L$le3k=|$&B?joy{}tsZW*u){Fe;y z{oq1aSB>s#t*#DaDg=O@K($IJBMwj)*XXLzeXSJ~Hg)tM3{;p9LufeKUG5HDHM+00 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zfm9$BNCi@XRA7+;+IwmJ6~~OJKq`<5d@G>eheB7Z0vkvBbTHTmK 注：在线案例指导请参考Online文件夹中的README文档 From bb1a2f582df3a6a1fc26feb1c826a978210439cb Mon Sep 17 00:00:00 2001 From: snow2white <164228644@qq.com> Date: Fri, 24 Oct 2025 14:01:54 +0800 Subject: [PATCH 3/5] 1024_v1 --- Offline/.DS_Store | Bin 6148 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 Offline/.DS_Store diff --git a/Offline/.DS_Store b/Offline/.DS_Store deleted file mode 100644 index d269257ec3663b27548cd76fee9e86837d245119..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6148 zcmeHK&u`N(6n^eHmS~#P1E5`yB5|Fz?uU>Nm(X>G9k?tA4jU@Xl8uPWp4yZORh4pt zzlIxs3jYp#&-M_Z@i2W==roPY&kuFnI8I=h?~N zeR-wLC;QJyVWnEz@OT5C5iC*SLo(8((U<6DW{CBz>4I_^!8Mf2kIRNuUy#+*>V%G< zV4q$9x1n;@WT;2KF;Eo~1w;W+;8qpzJ7KVXtFy@9qJSvyFDk(MLj-4xJ=PBG)`7xa z0f22ZTSLqrjLeBV#vW^j=z%Fm1v;woR}AIoXpeke?6G#}=%oDRL;0DNzo95QJI0S} zI;q&9l%jwr&{SZ>RXcqCAN~3M-y}&*6c7deD+N@$pY(fpB!9LpJRG035&SKjjq_@U lKPd?8QH)$ZiZ|ib&>nFBj6K#4(E^hX0V{(PqQGBO;0N!Mbin`s From c7dbfd6ff7715768a0c712bc39f722b7ae37b6f1 Mon Sep 17 00:00:00 2001 From: snow2white <164228644@qq.com> Date: Fri, 24 Oct 2025 14:08:17 +0800 Subject: [PATCH 4/5] 1024_v1 --- Online/community/QuestionAnswering/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Online/community/QuestionAnswering/README.md b/Online/community/QuestionAnswering/README.md index b71849a..a2c5560 100644 --- a/Online/community/QuestionAnswering/README.md +++ b/Online/community/QuestionAnswering/README.md @@ -12,7 +12,7 @@ 开发板：香橙派Aipro或其他同硬件开发板 开发板镜像: Ubuntu镜像 -`CANN Toolkit/Kernels：8.0.0.beta1` +`CANN Toolkit/Kernels：8.1RC1` `MindSpore: 2.6.0` `MindSpore NLP: 0.4.1` `Python: 3.9` From 5078723bf0a087eac35910694d014fbec3afd683 Mon Sep 17 00:00:00 2001 From: snow2white <164228644@qq.com> Date: Fri, 24 Oct 2025 14:11:27 +0800 Subject: [PATCH 5/5] 1024_v1 --- Online/community/QuestionAnswering/Question_Answering.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Online/community/QuestionAnswering/Question_Answering.ipynb b/Online/community/QuestionAnswering/Question_Answering.ipynb index 87e47ea..76831bd 100644 --- a/Online/community/QuestionAnswering/Question_Answering.ipynb +++ b/Online/community/QuestionAnswering/Question_Answering.ipynb @@ -24,7 +24,7 @@ "开发板镜像: Ubuntu镜像 \n", "CANN Toolkit/Kernels：8.1.RC1 \n", "MindSpore: 2.6.0 \n", - "MindNLP: 0.4.1 \n", + "MindSpore NLP: 0.4.1 \n", "Python: 3.9\n", "\n", "### 镜像烧录\n",