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132 Open 1,205 Closed
132 Open 1,205 Closed
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Issues list

Multi-node training with deepspeed launcher 🚀 deepspeed Related to deepspeed 🏋 SFT Related to SFT
#2605 opened Jan 22, 2025 by ghtaro
5 tasks done
Loss tends to increase when the gradient accumulation steps are increased while using the SFTTrainer ⚡ PEFT Related to PEFT 🏋 SFT Related to SFT
#2604 opened Jan 22, 2025 by Asnegha
5 tasks done
1
[Question] DataCollatorForCompletionOnlyLM with dynamic padding? ❓ question Seeking clarification or more information
#2603 opened Jan 22, 2025 by katzurik
[Question] Log eval metrics performed during training to files 📚 documentation Improvements or additions to documentation ❓ question Seeking clarification or more information
#2602 opened Jan 22, 2025 by skandermoalla
Add the training method for DeepSeek-R1 ✨ enhancement New feature or request
#2599 opened Jan 21, 2025 by MohamedAliRashad
2
Potential bug in PPO Trainer 🐛 bug Something isn't working 🏋 PPO Related to PPO
#2596 opened Jan 21, 2025 by kyleliang919
5 tasks done
PRM Performance on Different Data Type 🏋 PRM Related to PRM ❓ question Seeking clarification or more information
#2591 opened Jan 19, 2025 by TanZhendong
wandb step slider implementation in example notebook ❓ question Seeking clarification or more information
#2589 opened Jan 18, 2025 by stellaludai
GKD trainer doesn't work too well with the llama series 🐛 bug Something isn't working 🏋 GKD Related to GKD
#2586 opened Jan 17, 2025 by Omar-Deepshard
5 tasks done
2
GKDTrainer + FSDP results in RuntimeError: Expected all tensors to be on the same device, but found at least two devices 🐛 bug Something isn't working 🏋 GKD Related to GKD
#2580 opened Jan 17, 2025 by sl5035
7 of 9 tasks
3
confused with function generation(), https://github.com/huggingface/trl/blob/main/trl/trainer/utils.py#L1323
#2579 opened Jan 17, 2025 by luoyingyan
Make PPOTrainer compatible with PRMs ✨ enhancement New feature or request 🏋 PPO Related to PPO
#2577 opened Jan 16, 2025 by kyleliang919
3
Allow more flexibility in new PPOTrainer (aka PPOv2)
#2576 opened Jan 16, 2025 by Benjoyo
1
ValueError: Found unknown kwargs when loading DbrxForCausalLM
#2574 opened Jan 16, 2025 by qgallouedec
7 of 9 tasks
1
ORPO on SFT dataset 🏋 ORPO Related to ORPO ❓ question Seeking clarification or more information
#2570 opened Jan 15, 2025 by vitalyshalumov
7 of 9 tasks
RuntimeError: Function 'Log1PBackward0' returned nan values in its 0th output. 🐛 bug Something isn't working 🏋 ORPO Related to ORPO
#2564 opened Jan 13, 2025 by zhaoxjmail
7 of 9 tasks
dpo_vlm.py 🐛 bug Something isn't working 🏋 DPO Related to DPO 👁️ VLM Related to Visual Language Models
#2563 opened Jan 12, 2025 by liuchaohu
5 of 9 tasks
1
finetune a very small 0.5B qwen2.5 model with method of pissa on 2 *A800 (80G each, 120G available ) strangely met with OOM error 🐛 bug Something isn't working 🏋 SFT Related to SFT
#2559 opened Jan 10, 2025 by chuangzhidan
8 of 9 tasks
Problem with accelerate>=1.0.0 when running official PPO/RLOO examples ⚡accelerate Related to accelerate 🏋 PPO Related to PPO 🏋 RLOO Related to RLOO
#2555 opened Jan 10, 2025 by dawidm
7 of 9 tasks
3
Finetuning on the last turn of multi-turn conversations ❓ question Seeking clarification or more information 🏋 SFT Related to SFT
#2545 opened Jan 6, 2025 by okhat
@kashif
2
SFTTrainer explicitly skips prepare_model_for_kbit_training if using PEFT + FSDP/Deepspeed3 whereas DPOTrainer calls this 🚀 deepspeed Related to deepspeed ⚡ PEFT Related to PEFT 🏋 SFT Related to SFT
#2537 opened Jan 2, 2025 by alexdauenhauer
7 of 9 tasks
1
Different finetune speed in DPO task of peft and ms-swift (600/S iter vs 30/s iter) 🏋 DPO Related to DPO 🙋 help from community wanted Open invitation for community members to contribute ⚡ PEFT Related to PEFT
#2536 opened Jan 2, 2025 by maoulee
7 of 9 tasks
5
(Willing to PR) Will it be welcomed if speeding up algorithms like PPO and code refactor/cleanup? 🏋 PPO Related to PPO ❓ question Seeking clarification or more information 🏋 RLOO Related to RLOO
#2535 opened Dec 31, 2024 by fzyzcjy
2
onlinedpo error when use deepspeed zero3 🐛 bug Something isn't working 🚀 deepspeed Related to deepspeed ⏳ needs more info Additional information or clarification is required to proceed 🏋 Online DPO Related to Online DPO
#2532 opened Dec 30, 2024 by yiyepiaoling0715
5 of 9 tasks
2
PPOTrainer: num_mini_batches setting affects training progress bar in an unexpected way 🐛 bug Something isn't working 🏋 PPO Related to PPO
#2530 opened Dec 29, 2024 by dawidm
6 of 9 tasks
1
ProTip! Adding no:label will show everything without a label.