From 045961d999846fe40e74363f11e7bf9f4d82b900 Mon Sep 17 00:00:00 2001 From: Cherrytest Date: Thu, 6 Mar 2025 06:44:41 +0000 Subject: [PATCH] Add transformers as library! (#1) - Add transformers as library! (cc1ce1debef18f3a714143d45c50a15893dd2dff) Co-authored-by: Vaibhav Srivastav --- LICENSE | 198 +++++++++++++++++++++++++++++++++++++++++ README.md | 29 +++--- config.json | 2 +- figures/benchmark.jpg | Bin 0 -> 320088 bytes generation_config.json | 8 +- tokenizer.json | 4 +- 6 files changed, 223 insertions(+), 18 deletions(-) create mode 100644 LICENSE create mode 100644 figures/benchmark.jpg diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..352f53d --- /dev/null +++ b/LICENSE @@ -0,0 +1,198 @@ + + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + Copyright 2024 Alibaba Cloud + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + http://www.apache.org/licenses/LICENSE-2.0 + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. \ No newline at end of file diff --git a/README.md b/README.md index ddddcfe..49c2c79 100644 --- a/README.md +++ b/README.md @@ -7,6 +7,7 @@ pipeline_tag: text-generation base_model: Qwen/Qwen2.5-32B tags: - chat +library_name: transformers --- # QwQ-32B @@ -19,6 +20,11 @@ tags: QwQ is the reasoning model of the Qwen series. Compared with conventional instruction-tuned models, QwQ, which is capable of thinking and reasoning, can achieve significantly enhanced performance in downstream tasks, especially hard problems. QwQ-32B is the medium-sized reasoning model, which is capable of achieving competitive performance against state-of-the-art reasoning models, e.g., DeepSeek-R1, o1-mini. +

+ +

+ + **This repo contains the QwQ 32B model**, which has the following features: - Type: Causal Language Models - Training Stage: Pretraining & Post-training (Supervised Finetuning and Reinforcement Learning) @@ -31,11 +37,13 @@ QwQ is the reasoning model of the Qwen series. Compared with conventional instru **Note:** For the best experience, please review the [usage guidelines](#usage-guidelines) before deploying QwQ models. -For more details, please refer to our [blog](https://qwenlm.github.io/blog/qwen2.5/), [GitHub](https://github.com/QwenLM/Qwen2.5), and [Documentation](https://qwen.readthedocs.io/en/latest/). +You can try our [demo](https://huggingface.co/spaces/Qwen/QwQ-32B-Demo) or access QwQ models via [QwenChat](https://chat.qwen.ai). + +For more details, please refer to our [blog](https://qwenlm.github.io/blog/qwq-32b/), [GitHub](https://github.com/QwenLM/Qwen2.5), and [Documentation](https://qwen.readthedocs.io/en/latest/). ## Requirements -The code of Qwen2.5 has been in the latest Hugging face `transformers` and we advise you to use the latest version of `transformers`. +QwQ is based on Qwen2.5, whose code has been in the latest Hugging face `transformers`. We advise you to use the latest version of `transformers`. With `transformers<4.37.0`, you will encounter the following error: ``` @@ -89,9 +97,8 @@ To achieve optimal performance, we recommend the following settings: 1. **Enforce Thoughtful Output**: Ensure the model starts with "\\n" to prevent generating empty thinking content, which can degrade output quality. If you use `apply_chat_template` and set `add_generation_prompt=True`, this is already automatically implemented, but it may cause the response to lack the \ tag at the beginning. This is normal behavior. 2. **Sampling Parameters**: - - Use Temperature=0.6 and TopP=0.95 instead of Greedy decoding to avoid endless repetitions and enhance diversity. - - For complex reasoning tasks like math or coding, set TopK=40. - - For other types of questions, use TopK=20. + - Use Temperature=0.6 and TopP=0.95 instead of Greedy decoding to avoid endless repetitions. + - Use TopK between 20 and 40 to filter out rare token occurrences while maintaining the diversity of the generated output. 3. **Standardize Output Format**: We recommend using prompts to standardize model outputs when benchmarking. - **Math Problems**: Include "Please reason step by step, and put your final answer within \boxed{}." in the prompt. @@ -117,7 +124,7 @@ We advise adding the `rope_scaling` configuration only when processing long cont ## Evaluation & Performance -Detailed evaluation results are reported in this [📑 blog](https://qwenlm.github.io/blog/qwen2.5/). +Detailed evaluation results are reported in this [📑 blog](https://qwenlm.github.io/blog/qwq-32b/). For requirements on GPU memory and the respective throughput, see results [here](https://qwen.readthedocs.io/en/latest/benchmark/speed_benchmark.html). @@ -126,12 +133,12 @@ For requirements on GPU memory and the respective throughput, see results [here] If you find our work helpful, feel free to give us a cite. ``` -@misc{qwen2.5, - title = {Qwen2.5: A Party of Foundation Models}, - url = {https://qwenlm.github.io/blog/qwen2.5/}, +@misc{qwq32b, + title = {QwQ-32B: The Power of Scaling RL}, + url = {https://qwenlm.github.io/blog/qwq-32b/}, author = {Qwen Team}, - month = {September}, - year = {2024} + month = {March}, + year = {2025} } @article{qwen2, diff --git a/config.json b/config.json index 315d9c2..bd2c12d 100644 --- a/config.json +++ b/config.json @@ -24,4 +24,4 @@ "use_cache": true, "use_sliding_window": false, "vocab_size": 152064 -} \ No newline at end of file +} diff --git a/figures/benchmark.jpg b/figures/benchmark.jpg new file mode 100644 index 0000000000000000000000000000000000000000..570b81d22bfecd10c621240e1c8fe8c6ca7485ee GIT binary patch literal 320088 zcmeFZc|4Tg|2KZw_bodyipZX|5+*52($FT9NywHpYcV52*_Ti%l#ncwEF)y>dy##~ zGAP+HgT}>d_tpDzf4`r{=kxpC-|zjo@B6Rcx1+g007tlhFEui8EQed01{9I0LDDVf9v6z%47Ps zHfzQ259#xaC(VtGkyaNFCg$hP{53S=5u?+m&M@)=fR}fG{{_=iGFNTwWY`9v(YXLY zKnpnG=yb=|$ja*6?-9Ixyj_0({l`KY{c8rmkm~QT{_(T_@`}^R*FONdivm?mXO}xp z5IIMnwr6mFFVxTQ9BK>Q^!%&+?swb&(gkCvzYS{hy8f*_{JVYgZ|%k3ZGVUe=$`H0 z_q+bpW@P`}zWKNI{@?8YmyqA@1&n=sL;c-d-2!AZj~qE7W8~~}(?#ZD=$!x;uRAj4 z-cCOLzCQkr0WQway?>kE@23EPzuowI#SUv6KYmQ{uipQMzkYuYe;aPg`mgn65b67S z-``*46zCuHKd%@VwE*D1y8inZ&&2=$Q2+qUl)v|BCjvm83IOnB{Jl?J0|5Bd0if|Y zy$KLtXRY9xVq!Q5FbXg*2{6#x02s8?EDV2@f14HqBNHH9x?}z{JGJ z%*4XN3^6Q2IP^KdEWonwfQAvPptU30K|dkQ`>8M4WlvQ!3t#v`kkh*9AIZTfA}S^> zaY$a_u%eQ-j_%Q8$MuX)pD{5tGe3Lr(&Z~Q&=j4VU2eI$xqI9R2n-4i3B4QjAUY=Y z;iI^;^v4;QSx=s3zsi4IP+0V)`0e}3s_GhS?T5OS*0%PJ&aUpB!J*-i(XsJ~N&Ni6 z;||H3IEr;R^E{7u?ll>P4!7Wscf*}oI^ zce?Q?hxnzQRts88J4U5-128#{>B@B znBmVR`FBC_hZ+7b!yjh&qdx!G41d{8f5hP*arj3Z{t<_N#Ni)t_{X3AM@-?5Zv3Mg z|LDd)y77;0{G%KH=*IsJx-q+%$nmW%X3|pQ)z%9uK?TcBadPBGr3lW$ul~adr+=aT ze`0nRO#+sZq&G_*ME~g7p4?LBLU%2c(SeT&w1hl9%l~Gfoj>8s|9^&bnfe-h=)i%G zg0wpH+N#4d2bTr(F3*qLUqf`j)oyzdIQ%N^Kdkh@|C=qtw5UFLf`o}8g%Nqv^Lp`_ zW9N%K#td)HaCtquR`^xSx&PeK!NveO5c|ZI4t&v1rvt1}bRg9;k`6?sp}UO2{&emfM4-p#+M4!3l z8y}8$KAj;rZ4tBiN{&C@^F+$21XdSv=Fb%_Nn4C}uCwls!4uN=t(T;FOz%Y{_K0UPHeFHoTX1%Fr;c_PDB943RI>8EPlkD2MxD#dFa6H zWR@3`KU%a^Sq z-m(D8euZe0DbJYYbM9(Gdkk%xZCqFl*7Pvm8Jf7C#$j(`ZnQu0J=4GypY=epUzip(IX2d-!KH9! zH9Pr{{!YvgLL)S_)u&4PeQ0@};w?_x%z=s>OCVg8cw*is(vTN~T?P}0qL-4*1_DAT z-An0mo4#-2H2Y;MI3MO^$}u1xNUKB3SWFv+OX^<_#wSk*;u{j3ytb4R4ZWN$xnaF* zUChiQnY~voH^Dat#vt}&IS0UcGoqMEUkYNr!fyKw96Q-I*{Y+F3AZlhFjwlSPk!YLWgZ5WyxdQ1G zzVVw8hnWZ~NbqnLMF>tp4XakeCMEG>lU0f?SEs904|=JXoj>2DeuIlW<^Hr>6D$bl zhJ$wDWCur_B+OBWwj>zmK8+U!jWn-f6p4nJag=jrp4PL}Q>n&6MW_>9_BC!oP-U%K%r5y$eMM`TKL?wyegArtUVDE zC*fFRe=SpFz!;Er=_9k>y6k%SYOA8Z`B%nlDg!2)ra|jMR`z$&0TFl9QLr9=ah?Zh za$nWU`QGZdteI0rA?JFM9tVlG&k3 zO?vBe+RRYTlf>MQiKAB^l%*|ly}T7S*w zDe~EgL*|pg$K;O{*z(IbH2^`ICOedUqIg6+Z9lCq%WfxLb@4q?(gRcCPTFKFBMJI& zTc5wQy;UQE+%T<(Wwv5_iW<};X0@9k>V@HbiB}QlUp8|nky#L^O0WXeRSRPH}Q$B z3;vAuKkFHfV<6QvSD7o+z*P{oZ=g|Nh8?4CTfSnoa;3u8xw5KipGuZOG4crZ@r$F3 zAo+n6+iGrPm@6LlFh}4EC2)>BJRD#dG^*Td@nBg_>#&QQw2^qL;3wMI zw{R>bx#%Muc)-_WhluCR;LrJK06#VCqyO+xQz)w6-&QC`(^r{fPvh9aBld-;lXOAk z%a96b15>h|{l_$JJ)`hDIwN(d!@@C_#PpM5a2)8l3|y6I^X$Y_2aZ2*Bf;Syf^TBQ z?t0ag(gB3;koo@hr@~$fsqYznvH++?S__(B6|PLG{4m_WF+VK==L*>|!HTN;a3_$) z-YGL@nlb0)qw@J*ld%naqhX|?&aJcKmS9+{eNZ9|404$YzvsqtBo8+`Ic%4lbxjc^LbqN z*|HXy4Hm+d&@~#!6Lg?8bdnAXJf;KS5f~*IL2bY-bT*@Z4bp*KBjocDDjeS*d)yGN zkRRXv<@@sw<-4zI(k)I8PQVnhZv`%oJwBkS{i7cCYL+k)gxfv@r*T8NL>4kJc$Pfr zz^RMSx7CE+G(ZJ>K|)3se{3x72aFCV9yF=$C8)BIMiq8(%&7Q( zeuq0npLiD}H`^f+E)0(+UV&+!LiQ?X)jcI2(l)&cDEgo4{+5OiqHwt8}KsO z7R)7~z@vHYcei!GEs5Io6m7 zzKLK`CG^Itpe9m~Vo;klYcbV?YM*XJY4yVunZ*y2-ydTM25-^iwfGE30h8et)*9g+~F>0U19@`Neh)6S6? 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b/generation_config.json index f237e17..d6b150a 100644 --- a/generation_config.json +++ b/generation_config.json @@ -6,9 +6,9 @@ 151643 ], "pad_token_id": 151643, - "repetition_penalty": 1.05, - "temperature": 0.7, - "top_k": 20, - "top_p": 0.8, + "repetition_penalty": 1.0, + "temperature": 0.6, + "top_k": 40, + "top_p": 0.95, "transformers_version": "4.45.2" } diff --git a/tokenizer.json b/tokenizer.json index cd71f61..bdbc67a 100644 --- a/tokenizer.json +++ b/tokenizer.json @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4 -size 11422654 +oid sha256:c0382117ea329cdf097041132f6d735924b697924d6f6fc3945713e96ce87539 +size 7031645