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jingyaogong/minimind

// all events — 2026-05-01

Type AI Score Description Actor Reason Date
commit 0.20 [fix] harmonize template Uses technical term 'harmonize' but in b 2025-11-06
commit 0.15 fix: attn_forwad when is_causal=True assert attn_mask is Non Slightly more descriptive but remains te 2025-11-18
commit 0.10 [update] params log Bare-bones commit messages typical of hu 2026-01-07
commit 0.10 [update] mask log Bare-bones commit messages typical of hu 2026-01-07
commit 0.10 [update] readme Bare-bones commit messages typical of hu 2026-01-06
commit 0.10 [update] simplify loader Bare-bones commit messages typical of hu 2026-01-05
commit 0.10 [update] readme Bare-bones commit messages typical of hu 2026-01-05
commit 0.10 [update] rename train tokenizer Bare-bones commit messages typical of hu 2026-01-05
commit 0.10 [update] readme Bare-bones commit messages typical of hu 2026-01-05
commit 0.10 [fix] messages num Bare-bones commit messages typical of hu 2026-01-04
commit 0.10 [fix] dist cleanup Bare-bones commit messages typical of hu 2026-01-02
commit 0.10 [feat] update yarn Extremely terse commit-style messages wi 2025-12-01
commit 0.10 [feat] release memory Very brief technical phrasing typical of 2025-11-27
commit 0.10 [fix] ppo mask Minimal message uses domain abbreviation 2025-11-19
commit 0.10 [fix] model attn_mask Concise technical fix reference with dom 2025-11-19
commit 0.10 [fix] update model Simple two-word technical instruction wi 2025-11-18
commit 0.10 [fix] prompt length calculate Brief domain-specific fix reference with 2025-11-15
commit 0.10 [fix] model-name Minimal hyphenated fix reference typical 2025-11-07
pr 0.10 fix: OpenAI API SSE compatibility and stream reliability Detailed, domain-specific writeup; no AI 2026-04-17
pr 0.10 一些小的改动 Succinct, direct, includes domain-specif 2026-04-12
pr 0.10 fix: repetition_penalty boosts negative-logit tokens instead Technical, domain-specific language and 2026-04-03
commit 0.00 [update] readme Very terse message; likely human-written 2026-05-01
commit 0.00 [update] readme Very terse, typical human commit message 2026-04-28
commit 0.00 [fix] bugs Message is terse and uses standard commi 2026-04-27
commit 0.00 [fix] rollout bugs Short, domain-specific, and informal com 2026-04-27
commit 0.00 [update] readme Brief and standard commit note, no AI ha 2026-04-27
commit 0.00 [update] readme Very terse; typical human commit message 2026-04-24
commit 0.00 [update] readme Short, domain-specific; no AI hallmarks 2026-04-24
commit 0.00 [update] readme Commit messages are terse and typical of 2026-04-21
commit 0.00 [fix] bugs Short, domain-typical, and lacking AI-st 2026-04-21
commit 0.00 [fix] transformers-5.x Very terse commit, standard human brevit 2026-04-19
commit 0.00 [update] tie embedding Brief domain abbreviation, no AI stylist 2026-04-19
commit 0.00 [update] readme Standard minimalist commit, lacks AI phr 2026-04-19
commit 0.00 [update] readme Very terse commit message; no AI signals 2026-04-10
commit 0.00 [fix] lora compile All items are terse, domain-specific, an 2026-04-09
commit 0.00 [update] readme Minimal, template-style message with no 2026-04-09
commit 0.00 [update] readme Short and standard commit message, typic 2026-04-09
commit 0.00 [update] bench Concise project-specific update, no AI s 2026-04-09
commit 0.00 [fix] lora moe Direct issue fix; brief and domain-relev 2026-04-09
commit 0.00 [update] add a comment Human-like succinct edit description wit 2026-04-09
commit 0.00 [update] image Terse commit with no AI signals, likely 2026-04-04
commit 0.00 [update] readme Brief, typical human commit message stru 2026-04-04
commit 0.00 [update] open causal Very terse, typical human commit style; 2026-04-02
commit 0.00 [update] readme Extremely brief, standard for human comm 2026-04-02
commit 0.00 [update] readme Extremely terse and typical of human com 2026-04-01
commit 0.00 [update] default model Terse and minimal commit message, typica 2026-03-31
commit 0.00 [update] random seed Very terse, standard commit message styl 2026-03-27
commit 0.00 [update] fp16 inference Brief, domain-specific commit message. 2026-03-27
commit 0.00 [update] image Terse, mechanical commit; typical human 2026-03-26
commit 0.00 [update] change default seq_len Concise and technical; common human comm 2026-03-26
commit 0.00 [update] minimind-3 Very brief, informal; no AI hallmarks pr 2026-03-24
commit 0.00 [fix] align log/save last-step check and ETA with 1-indexed Specific technical fix; human-like jargo 2026-03-24
commit 0.00 [fix] gradient accumulation step alignment Direct technical fix; human engineering 2026-03-24
commit 0.00 [update] empty_think_ratio Minimal, to-the-point; lacks AI politene 2026-02-06
commit 0.00 [update] empty_think_ratio Repetitive, brief update; likely human c 2026-02-05
commit 0.00 [feat] data process Ambiguous but informal; typical human sh 2026-02-05
commit 0.00 [update] save interval Concise and clear; common human commit m 2026-01-30
commit 0.00 [update] safe half Very brief, technical term; no AI stylis 2026-01-30
commit 0.00 [fix] data skip Extremely terse and informal phrasing ty 2026-01-18
commit 0.00 [update] shuffle data Brief, informal update note with common 2026-01-18
commit 0.00 [fix] max length Minimalist technical fix; lacks any poli 2026-01-17
commit 0.00 [update] pretrain load Concise, technical update note with stan 2026-01-17
commit 0.00 [update] align mask Very short and specific; common ML/engin 2026-01-15
commit 0.00 [update] align loss Terse technical update; no hallmark AI p 2026-01-14
commit 0.00 [fix] compile unpack Brief human-style fix message ('fix comp 2026-01-14
commit 0.00 [feat] add compile Succinct feature addition; common Git co 2026-01-14
commit 0.00 [update] prompt prefill Direct technical update; uses specific j 2026-01-13
commit 0.00 [update] show speed Short, informal update typical of human 2026-01-07
commit 0.00 [update] rename reason Bare-bones commit messages typical of hu 2026-01-05
commit 0.00 [update] aux loss Terse commit-style messages with technic 2026-01-01
commit 0.00 [fix] experts unused Concise fix notation typical of develope 2025-12-31
commit 0.00 [fix] layers set 8 Very brief technical notation lacking AI 2025-12-31
commit 0.00 [fix] moe unused Short technical fix message with domain- 2025-12-31
commit 0.00 [feat] get params Simple feature description with no AI-st 2025-12-31
commit 0.00 [feat] get params Identical to previous item; typical huma 2025-12-31
commit 0.00 [feat] update config Brief config update notation without AI 2025-12-31
commit 0.00 [feat] update lr Abbreviated technical term (lr) with no 2025-12-31
commit 0.00 [feat] compatible tokenizer Concise feature description using domain 2025-12-31
commit 0.00 [feat] stream load data Terse technical notation typical of deve 2025-12-28
commit 0.00 [feat] remove empty_cache Terse, technical message with typical Gi 2025-12-26
commit 0.00 [feat] explicit left padding Concise, technical message with standard 2025-12-23
commit 0.00 [fix] lora weight Minimal, direct technical fix descriptio 2025-12-22
commit 0.00 Fix: support loading DDP-saved LoRA weights for inference Direct technical description with specif 2025-12-22
commit 0.00 [feat] adjust seq length Very brief, technical update typical of 2025-12-14
commit 0.00 [feat] update readme Very brief update message, common for Gi 2025-12-11
commit 0.00 [fix] dtype & lr Extremely concise technical fix with com 2025-12-09
commit 0.00 [fix] Refactor get_lr function to include min_lr calculation Detailed, specific technical explanation 2025-12-06
commit 0.00 [fix] reduce aux_loss_alpha Minimal technical message about a parame 2025-12-05
commit 0.00 [fix] cuda memory #559 Terse, context-specific technical messag 2025-12-01
commit 0.00 [feat] add MNN support to README. Specific feature addition but remains co 2025-11-10
commit 0.00 [feat] clear cache Terse, informal commit style typical of 2025-11-06
commit 0.00 [fix] harmonize template Concise technical wording, lacks AI form 2025-11-02
commit 0.00 [feat] update import Brief and direct, common in human commit 2025-10-31
commit 0.00 [feat] update readme Minimal update note, no AI stylistic mar 2025-10-30
commit 0.00 [feat] update readme Repetitive simple update, typical human 2025-10-30
commit 0.00 [feat] update readme Same as previous, no signs of AI generat 2025-10-30
commit 0.00 [feat] update datasets Direct technical term, no AI phrasing. 2025-10-30
commit 0.00 [feat] update args Short, informal, lacks any AI hallmarks. 2025-10-30
commit 0.00 [feat] add args Minimalist and terse, characteristic of 2025-10-30
commit 0.00 [feat] update readme Identical to other updates, clearly huma 2025-10-29
commit 0.00 [fix] model device Very terse, technical commit format with 2025-10-29
commit 0.00 [feat] update trainer Minimal, repetitive commit title typical 2025-10-28
commit 0.00 [feat] update trainer Identical to previous; likely batch huma 2025-10-28
pr 0.00 使用einops进一步提升代码可读性 Title is concise, domain-specific, and i 2026-03-27
pr 0.00 Wz test Extremely terse; no AI hallmarks, resemb 2026-04-05
pr 0.00 [feat] add dapo algorithm Detailed technical phrasing, human tone, 2026-03-27
pr 0.00 merge redundant forward passes for logps and aux_loss (in tr — 2026-03-24
pr 0.00 添加数据集加载逻辑、网页内容抓取与数据预处理逻辑 — 2025-12-16
pr 0.00 [docs] Fix wording in RLHF section of README.md file — 2026-01-27
pr 0.00 [docs]: clarify pretraining data format in README — 2025-12-31
pr 0.00 refactor: optimize tensor wrapping in lm_dataset.py — 2025-12-20
pr 0.00 [fix] 修复训练脚本中 1-indexed step 与 0-indexed 逻辑混用的问题 — 2026-03-24
pr 0.00 Fix SFT resume with torch.compile enabledfix sft resume with — 2026-03-19
pr 0.00 新建test分支 — 2026-03-22
pr 0.00 [mod & add] fix spo algorithm, add dapo and cispo algorithm — 2026-01-30
pr 0.00 Mega — 2025-06-26
pr 0.00 Add dynamic growth pipeline, eval tooling, and overnight run — 2026-02-22
pr 0.00 更新了 model / trainer 中的注释 & PyTorch 新版本 Automatic Mixed Preci — 2026-02-04
pr 0.00 Update requirements.txt — 2024-10-28
pr 0.00 Auto tokenizer name path fix — 2024-10-03
pr 0.00 Update requirements — 2024-10-01
pr 0.00 [add] add gating term on po algorithm — 2026-02-03
pr 0.00 add muon optimizer — 2026-02-02
pr 0.00 modified: .gitignore — 2026-01-19
pr 0.00 Fix DPO loss_mask boundary (include first assistant token) — 2026-01-07
pr 0.00 [feat] Support Minimind retrieval-augmented generation (RAG) — 2025-11-16
pr 0.00 perf: merge LoRA weights into model for inference — 2025-12-23
pr 0.00 Create RESOURCES.md for MiniMind project — 2025-10-24
pr 0.00 Perf/merge lora weights — 2025-12-23
pr 0.00 Fix: support loading DDP-saved LoRA weights for inference — 2025-12-22
pr 0.00 [feat] add interactive notebook — 2025-02-23
pr 0.00 [feat] Add Training Web UI — 2025-11-06
pr 0.00 fix: 调整model_lora.py里面lora作用的对象 — 2025-12-05
pr 0.00 Add attention gate — 2025-12-12
pr 0.00 feat: 增加 LoRA alpha 缩放系数及命令行支持 — 2025-12-12
pr 0.00 [fix] Refactor get_lr function to include min_lr calculation — 2025-12-06
pr 0.00 feat: add merge_lora.py to support merging LoRA weights into — 2025-12-05
pr 0.00 第一次尝试 — 2025-11-21
pr 0.00 [Security] Fix HIGH vulnerability: trailofbits.python.pickle — 2025-11-19
pr 0.00 fix: attn_forwad when is_causal=True assert attn_mask is Non — 2025-11-18
pr 0.00 Train_Grpo 添加注释 — 2025-10-26
pr 0.00 [feat] update model install method — 2025-11-05
pr 0.00 [feat] add MNN support to README. — 2025-11-10
pr 0.00 fix: Loading LoRA parameters which saved from multi-card tra — 2025-11-06
pr 0.00 Update eval_llm.py — 2025-11-03
pr 0.00 Merge pull request #1 from jingyaogong/master — 2025-10-29
pr 0.00 Hope for Integrate swanlab希望集成SwanLab实验跟踪工具 — 2025-02-28
pr 0.00 新增注释,解释 Attention Trainer 细节 — 2025-08-15
pr 0.00 取消模型上下文限制,增加模型动态长度扩展机制,并保持前向兼容性 — 2025-07-09
pr 0.00 增加可选的MLA支持、修复模型内部精度一致,优化代码add mla, fix model dtype, improve — 2025-02-28
pr 0.00 Improve training performance with torch.compile and torch.am — 2025-05-21
pr 0.00 升腾NPU适配 — 2025-05-16
pr 0.00 完善注释及训练脚本 — 2025-05-08
pr 0.00 修改 serve_openai_api.py 的默认参数 — 2025-04-30
pr 0.00 Hotfix/issues 382 — 2025-04-29
pr 0.00 Update eval_model.py — 2025-04-26
pr 0.00 sft should use pretrain model — 2025-04-26
pr 0.00 完善 README 中关于加载已有模型的说明 — 2025-04-20
pr 0.00 chore: auto detect mps for pre train — 2025-04-05
pr 0.00 Add Load ckpt — 2025-04-03
pr 0.00 Little typo of readme — 2025-03-09
pr 0.00 Add the interface testing interface for model API deployment — 2025-02-21
pr 0.00 add smart gradient accumulation — 2025-02-21
pr 0.00 Add ckp_dir and tokenizer path — 2025-02-18
pr 0.00 修正了训练tokenizer中的chat_template中的逻辑,以及修正了tokenizer_config.json — 2024-11-07
pr 0.00 Stabilize full SFT — 2025-10-23
pr 0.00 接续训练 — 2025-05-28
pr 0.00 Fix Flash Attention attn_mask and is_causal conflict in Atte — 2025-10-18
pr 0.00 Minimind — 2025-10-10
pr 0.00 主要增加了直接使用huggingface模型的适配 — 2025-05-25
pr 0.00 update — 2025-06-28
pr 0.00 Fix bug #329 top_p 参数由 int 类型调整为 float — 2025-04-09
pr 0.00 123 — 2025-04-17
pr 0.00 移除构建输入文本时在开头和末尾重复添加的和 — 2025-04-02
pr 0.00 feat: 优化导入和代码风格 — 2025-02-11
pr 0.00 Update README.md — 2025-02-07
pr 0.00 fix weight initialization for residual block — 2025-02-03
pr 0.00 fix 5-dpo train — 2025-01-31
pr 0.00 Remove unnecessary code. — 2024-12-03
pr 0.00 Update 5-dpo_train.py — 2024-11-14
pr 0.00 fix 5-dpo_train.py bugs — 2024-10-11
pr 0.00 修复wandb bug & 添加了argparse — 2024-09-24
pr 0.00 添加了wandb — 2024-09-23
pr 0.00 修复了data_process.py文件的bug — 2024-09-23
pr 0.00 Update requirements.txt — 2024-09-05