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133 Open 1,196 Closed
133 Open 1,196 Closed
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Issues list

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
2
confused with function generation(), https://github.com/huggingface/trl/blob/main/trl/trainer/utils.py#L1323
#2579 opened Jan 17, 2025 by luoyingyan
A bug in DPOTrainer, where 'chosen' and 'rejected' columns need to be reversed in order to get desired behavior
#2578 opened Jan 16, 2025 by ZSvedic
7 of 9 tasks
Make PPOTrainer compatible with PRMs
#2577 opened Jan 16, 2025 by kyleliang919
Allow more flexibility in new PPOTrainer (aka PPOv2)
#2576 opened Jan 16, 2025 by Benjoyo
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
2
KTOTrainer should work when actual batch size==1 ✨ enhancement New feature or request 🏋 KTO Related to KTO
#2554 opened Jan 10, 2025 by starmpcc
DPO loss constant, logits chosen/rejected identical, and rewards nan 🐛 bug Something isn't working 🏋 DPO Related to DPO
#2553 opened Jan 9, 2025 by solume
7 of 9 tasks
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
Is truncation_mode used in DPOTrainer? 🏋 DPO Related to DPO ❓ question Seeking clarification or more information
#2538 opened Jan 2, 2025 by anakin87
1
4
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
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
Using "beam search" strategy while generating the responses 🙋 help from community wanted Open invitation for community members to contribute 🏋 PPO Related to PPO
#2534 opened Dec 31, 2024 by SachinVashisth
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
Option to disable unwrapping model for generation in PPO/RLOO/OnlineDPO ✨ enhancement New feature or request 🏋 Online DPO Related to Online DPO 🏋 PPO Related to PPO 🏋 RLOO Related to RLOO
#2529 opened Dec 28, 2024 by dawidm
2
Direct Q-Function Optimization ✨ enhancement New feature or request
#2526 opened Dec 28, 2024 by catherinelee274
Integrate OREO into TRL and HF ✨ enhancement New feature or request
#2525 opened Dec 28, 2024 by August-murr
3 tasks done
@August-murr
ProTip! Updated in the last three days: updated:>2025-01-14.