Beginners

Topic	Replies	Views	Activity
How to ask questions on the forum? Hi there and welcome on the HuggingFace forums! Here are a few guidelines before you make your first post, but the goal is to create a wide discussion space with the NLP community, so don’t hesitate to break them if you…	16	24662	July 4, 2025
API Limits on Free Inference API	13	10155	September 15, 2024
Help with merging LoRA weights back into base model :-)	11	67914	February 6, 2025
How to turn WanDB off in trainer?	13	56547	July 13, 2024
How to save my model to use it later	17	177475	July 28, 2025
Pipeline vs model.generate()	11	14227	July 16, 2025
Streamer AI (Like Neuro-Sama)	26	40947	August 18, 2025
Batch size vs gradient accumulation	9	35310	November 28, 2024
Error in HF Space Docker	15	479	April 22, 2025
How to login to Huggingface Hub with Access Token	40	167139	April 2, 2025
Error 403! What to do about it?	42	49594	April 15, 2025
How to download a model and run it with Ollama locally?	17	120362	May 15, 2025
Generate raw word embeddings using transformer models like BERT for downstream process	9	40103	October 4, 2021
From Pandas Dataframe to Huggingface Dataset	9	68147	December 20, 2024
Hugging Face API rate limits	15	16386	June 11, 2025
Logs of training and validation loss	10	33004	February 14, 2025
Plot Loss Curve with Trainer()	9	18091	November 24, 2021
I keep getting KeyError:'safe' when loading my datasets	29	2791	September 12, 2024
Implimentation of Stopping Criteria List	24	30564	January 24, 2025
Loading model from checkpoint after error in training	9	41744	May 2, 2024
TrainingArgument does not work on colab	20	13473	May 7, 2025
SD auto 1111 No module named 'tqdm.auto'	34	30292	July 14, 2024
What is the Quota on ZeroGPU for PRO users?	14	6406	November 26, 2024
Error: Repository storage limit reached (Max: 1 GB)	24	2666	March 26, 2025
Download models for local loading	11	95388	March 18, 2024
Git@hf.co: Permission denied (publickey)	18	3416	August 22, 2025
Value error : sentencepiece	15	36081	July 23, 2025
Late to the party, how do I handle a (NSFW) image generation model I uploaded to Vertex AI?	21	16124	January 10, 2025
Class weights for bertForSequenceClassification	10	12759	May 29, 2022
Extracting token embeddings from pretrained language models	9	22264	May 2, 2024
504 Gateway Time-out	24	4355	August 12, 2025
Help with Llama 2 Finetuning Setup	16	16049	May 20, 2024
Invalid token passed?	28	21113	May 27, 2025
Loading a model from local with best checkpoint	10	32713	September 24, 2023
Chat with a PDF	10	24482	August 4, 2025
What is 'model is currently loading;'	10	12678	January 31, 2024
Finetuning BART using custom loss	9	23330	September 25, 2022
(Audio classification pipeline) ValueError: ffmpeg was not found but is required to load audio files from filename	12	20258	September 8, 2025
Setting specific device for Trainer	26	42167	August 4, 2025
'Model is not for all audiences' error	9	10706	November 12, 2024
How is the loss comuted for sequence to sequence models?	9	5734	November 22, 2024
RuntimeError: Placeholder storage has not been allocated on MPS device!	21	19672	July 30, 2024
ImportError: cannot import name 'load_dataset' from 'datasets' (unknown location)	13	43742	March 3, 2025
Sending a Dataset or DatasetDict to a GPU	16	22177	July 18, 2024
Can't Enter Client Token in Anaconda Prompt	26	9489	July 17, 2024
Compute log probabilities of any sequence provided	17	20184	May 19, 2025
What is best way to serve huggingface model with API?	11	42852	August 29, 2023
[HELP] RuntimeError: CUDA error: device-side assert triggered	20	54873	October 23, 2024
Memory use of GPT-J-6B	12	21592	March 29, 2023
How to freeze layers using trainer?	11	32268	May 26, 2024

How to ask questions on the forum?

Hi there and welcome on the HuggingFace forums! Here are a few guidelines before you make your first post, but the goal is to create a wide discussion space with the NLP community, so don’t hesitate to break them if you…