From d889a5ea5a4d6fb9d48bfbe72b84b234ceeeab33 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 22 May 2026 11:25:17 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: kangdawei/DRA-DR_GRPO Source: Original Platform --- .gitattributes | 37 + README.md | 70 + all_results.json | 8 + config.json | 30 + generation_config.json | 9 + model.safetensors | 3 + reward_data/all_rewards.csv | 3 + reward_plots/advantage_plot_step_0.png | Bin 0 -> 87621 bytes reward_plots/advantage_plot_step_10.png | Bin 0 -> 83589 bytes reward_plots/advantage_plot_step_100.png | Bin 0 -> 87674 bytes reward_plots/advantage_plot_step_110.png | Bin 0 -> 74484 bytes reward_plots/advantage_plot_step_120.png | Bin 0 -> 83985 bytes reward_plots/advantage_plot_step_130.png | Bin 0 -> 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diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +tokenizer.json filter=lfs diff=lfs merge=lfs -text +reward_data/all_rewards.csv filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..9815135 --- /dev/null +++ b/README.md @@ -0,0 +1,70 @@ +--- +base_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B +datasets: knoveleng/open-rs +library_name: transformers +model_name: DRA-DR_GRPO +tags: +- generated_from_trainer +- open-r1 +- trl +- grpo +licence: license +--- + +# Model Card for DRA-DR_GRPO + +This model is a fine-tuned version of [deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B) on the [knoveleng/open-rs](https://huggingface.co/datasets/knoveleng/open-rs) dataset. +It has been trained using [TRL](https://github.com/huggingface/trl). + +## Quick start + +```python +from transformers import pipeline + +question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?" +generator = pipeline("text-generation", model="kangdawei/DRA-DR_GRPO", device="cuda") +output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_text=False)[0] +print(output["generated_text"]) +``` + +## Training procedure + + + + +This model was trained with GRPO, a method introduced in [DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models](https://huggingface.co/papers/2402.03300). + +### Framework versions + +- TRL: 0.16.0.dev0 +- Transformers: 4.49.0 +- Pytorch: 2.5.1 +- Datasets: 3.2.0 +- Tokenizers: 0.21.4 + +## Citations + +Cite GRPO as: + +```bibtex +@article{zhihong2024deepseekmath, + title = {{DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models}}, + author = {Zhihong Shao and Peiyi Wang and Qihao Zhu and Runxin Xu and Junxiao Song and Mingchuan Zhang and Y. K. Li and Y. Wu and Daya Guo}, + year = 2024, + eprint = {arXiv:2402.03300}, +} + +``` + +Cite TRL as: + +```bibtex +@misc{vonwerra2022trl, + title = {{TRL: Transformer Reinforcement Learning}}, + author = {Leandro von Werra and Younes Belkada and Lewis Tunstall and Edward Beeching and Tristan Thrush and Nathan Lambert and Shengyi Huang and Kashif Rasul and Quentin Gallouédec}, + year = 2020, + journal = {GitHub repository}, + publisher = {GitHub}, + howpublished = {\url{https://github.com/huggingface/trl}} +} +``` \ No newline at end of file diff --git a/all_results.json b/all_results.json new file mode 100644 index 0000000..8841ac2 --- /dev/null +++ b/all_results.json @@ -0,0 +1,8 @@ +{ + "total_flos": 0.0, + "train_loss": 0.007517670260873274, + "train_runtime": 53153.3665, + "train_samples": 7000, + "train_samples_per_second": 0.452, + "train_steps_per_second": 0.009 +} \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..7052064 --- /dev/null +++ b/config.json @@ -0,0 +1,30 @@ +{ + "_name_or_path": "deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B", + "architectures": [ + "Qwen2ForCausalLM" + ], + "attention_dropout": 0.0, + "bos_token_id": 151643, + "eos_token_id": 151643, + "hidden_act": "silu", + "hidden_size": 1536, + "initializer_range": 0.02, + "intermediate_size": 8960, + "max_position_embeddings": 131072, + "max_window_layers": 21, + "model_type": "qwen2", + "num_attention_heads": 12, + "num_hidden_layers": 28, + "num_key_value_heads": 2, + "rms_norm_eps": 1e-06, + "rope_scaling": null, + "rope_theta": 10000, + "sliding_window": 4096, + "tie_word_embeddings": false, + "torch_dtype": "bfloat16", + "transformers_version": "4.49.0", + "use_cache": true, + "use_mrope": false, + "use_sliding_window": false, + "vocab_size": 151936 +} diff --git a/generation_config.json b/generation_config.json new file mode 100644 index 0000000..01dfe4b --- /dev/null +++ b/generation_config.json @@ -0,0 +1,9 @@ +{ + "_from_model_config": true, + "bos_token_id": 151646, + "do_sample": true, + "eos_token_id": 151643, + "temperature": 0.6, + "top_p": 0.95, + "transformers_version": "4.49.0" +} diff --git a/model.safetensors b/model.safetensors new file mode 100644 index 0000000..6941207 --- /dev/null +++ b/model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:16f73cfc66a99238305bf353cd9f65c420f6cd566317a24207bfd5ffbde50ea5 +size 3554214752 diff --git a/reward_data/all_rewards.csv b/reward_data/all_rewards.csv new file mode 100644 index 0000000..7176cb1 --- /dev/null +++ b/reward_data/all_rewards.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:32529ce43df6cc0e756e4077d486d734350df38aab9c72c6a74aac86c9f6548f +size 78888349 diff --git a/reward_plots/advantage_plot_step_0.png b/reward_plots/advantage_plot_step_0.png new file mode 100644 index 0000000000000000000000000000000000000000..ac6073cdcd4dd9794ae6e8ed9a5d941c1c49222d GIT binary patch literal 87621 zcmd?RXINF)wk=8-OGPa+2pB;?kswKsprYau1O*ik1j!jBXD~vk1YIIIs3eh`C0n8k zkt8{TO3oQ1zc$?GoLlGpy6^Y%v-VbmHRl|2^xj)?K+msV;oLi97Q)|~ z+pA1p#JdK!@ULHY4;4oxum0B;$RF>TvO2E%-(TB#_5UYdy7Nw6a_QRcr|0qe-o1M{ zw!=5?)rsqT`Adasw@u%-*B=HxC1}nJHT5hU?ey{R@Hl(+?6ow#%QpSh=gsq{{e;X~ z10qBdMq|ExyVAQ(<8*w3nC(y_*8}%w?5abEoW8S z9&7}*)!O&(P9~^kRg74zmz0#Odv{%C^*Z`*NrlTd8(;ri>DI~P#V07n$Xy?-Pq_Z> z8fW(V_g}P9-cnv1p`Iul`5aZ~I@~O1+WP+Lez(Pxb@U9cL~RBF8bV);&)3#ot4qA4 zigk#)kznci;qQzzK#rHSj zm0v&J!T#=6uI)Req%ha{{+P3mOGLk))cNx4tcaVYmG85gt(Sv^F0bFhe5KUycwN5J zEZ2gfqT+NJf92cjaX03FKIKVwTXDUW?|8kWq$J0F{LRd0N7BnHQMksn@^iYpJ7yYDNV1uI#w~pHz45cmoFEWmKR3%irFWR6t1}DZrzx`@)2t^ zP`I)*dfA(qj_yO|`}ZeV#2v47xUJ;xbL=}f-CrY3p->*N>^9@W8>s#KbWgdP+hn=$ zBZl&X*vQ!$ysD5#eE%$J%KkOCYybWv?PBl#h0(%>)mz106}T)+v>x0OBG}{CX8)RX z^FA@{mx_enlp@J_Nd#RA(!=L7NN!s+S=IE1@LLJ zQh4&G6ds50u4mivIE*etucN>P->ejEnxk86T;!`zk~T*g1| zp+@5M_N7%y)Qq&{?%KBPwN-D0VJFSYab;;%rYqjJ)Ssups!}`#F;Ew;qA0mE^@3YH z@2!-_mcZ~%LF4+q@#6hi4ta5Lae-=Lj#CC~tgNl^->^8c!ZX(qd=Z?A(Hsa8YPvzy zA+LSnInN?KB^>Gep3TZ~%9gA6m*Qm*@h{*cPl9=)g@_Y zJXpWA!iH*E=(=RRFq}2`;oj=`iBg`>9S5#_de*n$gJJxGt=!z)162_oto^ecZVml4 zF`M|gcJjBkw@*w?z6cKwU$tu0wQNgW?B}y9^9_aRj?+d( z!P8}7;;QbNttUFD0`yYunmdC7Pk7KXYN;z)1cXk!ke9e>ZJj<)pAffxpZ$T-WrSQm z*7*f1*_>`m)Ba%&J&b~8t;z=v9wblNoM{@Tr0#G&SlGNC8|YfprI*1jjE@c>TCsV2 zH5ra7MthRPVl&!)OSjbTdRvZ-pv}Ow{F!EBY9xa7>R>}smWn(!%Jmej^H{^l)7$9i zc0OTRIO?@muzC|u-YdjXiB`(ROW~izxVaOb9sZnf=;+Z)*f(jcv8q{SmR43Tdelq(3mgL>F*f+)d-PD+bOrGJdkyAR~Jmb!O@A+z$cZF&@+HSfm zp;yL$Bq0CCAAgW#%*x7Qjm0+UIcemvg~jY_S4BgF^j6cxUGOY3xZBFCf5^g z3M$#WfB)X#*VqqgB-x*woSYSZ?&46mIJM^cPW&b4lwBfgETYSCFd>UIiajPJp1~~I zcDUJadZ2D%dio`+7n87DZ$;>_uD4f0*x1>P=coFqk;VI*%Jc%UK{<{ezpOA{7FO>a zB))mCz?G&{-AzK@4jFxZvP;xl@J=3Ed z8q~7Ln<%nxUfB%R57frKVCCfFyV{av&eQexowxwp8TG{rHcC>#{5w&*5iU*_KR@G! z#9ev@SU`?{uz*ke2I}JCGzwj*)y44}wE|7M)a7WK*mMUfRf`KQ-H*N;Jdl_>LiO>H zFBq6BmRvr#b?es9Q+9Glg2!I<-F@@)oIIUeiu0W1`E%zkQrB(W7vEDJ9H&|2PK`7# zn7iPvsiRtq95*#pBY#Xl;96K%*t;vQ@8{SIM&nJK5=(Shm`PRUGOB%hHM93ux4(u? 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b/tokenizer.json new file mode 100644 index 0000000..e7cd2c1 --- /dev/null +++ b/tokenizer.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a4256422650d141f228fe954acee98679da412984c29a569877eefd3af69315a +size 11422959 diff --git a/tokenizer_config.json b/tokenizer_config.json new file mode 100644 index 0000000..ef6e98c --- /dev/null +++ b/tokenizer_config.json @@ -0,0 +1,195 @@ +{ + "add_bos_token": true, + "add_eos_token": false, + "add_prefix_space": null, + "added_tokens_decoder": { + "151643": { + "content": "<|end▁of▁sentence|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "151644": { + "content": "<|User|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": false + }, + "151645": { + "content": "<|Assistant|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": false + }, + "151646": { + "content": "<|begin▁of▁sentence|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "151647": { + "content": "<|EOT|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": false + }, + "151648": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": false + }, + "151649": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": false + }, + "151650": { + "content": "<|quad_start|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "151651": { + "content": "<|quad_end|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "151652": { + "content": "<|vision_start|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": 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set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='') %}{%- for message in messages %}{%- if message['role'] == 'system' %}{% set ns.system_prompt = message['content'] %}{%- endif %}{%- endfor %}{{bos_token}}{{ns.system_prompt}}{%- for message in messages %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{{'<|User|>' + message['content']}}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is none %}{%- set ns.is_tool = false -%}{%- for tool in message['tool_calls']%}{%- if not ns.is_first %}{{'<|Assistant|><|tool▁calls▁begin|><|tool▁call▁begin|>' + tool['type'] + '<|tool▁sep|>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<|tool▁call▁end|>'}}{%- set ns.is_first = true -%}{%- else %}{{'\\n' + '<|tool▁call▁begin|>' + tool['type'] + '<|tool▁sep|>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<|tool▁call▁end|>'}}{{'<|tool▁calls▁end|><|end▁of▁sentence|>'}}{%- endif %}{%- endfor %}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is not none %}{%- if ns.is_tool %}{{'<|tool▁outputs▁end|>' + message['content'] + '<|end▁of▁sentence|>'}}{%- set ns.is_tool = false -%}{%- else %}{% set content = message['content'] %}{% if '' in content %}{% set content = content.split('')[-1] %}{% endif %}{{'<|Assistant|>' + content + '<|end▁of▁sentence|>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_tool = true -%}{%- if ns.is_output_first %}{{'<|tool▁outputs▁begin|><|tool▁output▁begin|>' + message['content'] + '<|tool▁output▁end|>'}}{%- set ns.is_output_first = false %}{%- else %}{{'\\n<|tool▁output▁begin|>' + message['content'] + '<|tool▁output▁end|>'}}{%- endif %}{%- endif %}{%- endfor -%}{% if ns.is_tool %}{{'<|tool▁outputs▁end|>'}}{% endif %}{% if add_generation_prompt and not ns.is_tool %}{{'<|Assistant|>\\n'}}{% endif %}", + 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