Instructions to use ctheodoris/Geneformer with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ctheodoris/Geneformer with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("fill-mask", model="ctheodoris/Geneformer")# Load model directly from transformers import AutoTokenizer, AutoModelForMaskedLM tokenizer = AutoTokenizer.from_pretrained("ctheodoris/Geneformer") model = AutoModelForMaskedLM.from_pretrained("ctheodoris/Geneformer", device_map="auto") - Inference
- Notebooks
- Google Colab
- Kaggle
Update geneformer/mtl/model.py
2
#585 opened 5 months ago
by
MajorasMeow
Update geneformer/mtl/train.py
1
#582 opened 7 months ago
by
MajorasMeow
Fix TypeError in make_perturbation_batch_special
1
#567 opened 10 months ago
by
so298
Add fix for new datasets version to make_perturbation_batch_special
1
#562 opened about 1 year ago
by
tusharagashe
tokenizer zarr integration
1
#561 opened about 1 year ago
by
jo-mengr
add support for zarr files in tokenizer
#560 opened about 1 year ago
by
jo-mengr
pull_geneformer
1
#557 opened about 1 year ago
by
spartanzhao
Update geneformer/perturber_utils.py to be compatible with different versions of the datasets package.
1
#553 opened about 1 year ago
by
IchigoJiken
Update geneformer/evaluation_utils.py to be compatible with different versions of the datasets package.
1
#552 opened about 1 year ago
by
IchigoJiken
Add example notebook for distributed multi-task cell classification
#543 opened about 1 year ago
by
madhavanvvs
fix AssertionError: First token is not <cls> token value in extract_and_plot_cell_embeddings.ipynb
2
#541 opened about 1 year ago
by
jackkuo
fix TypeError: TrainingArguments.__init__() got an unexpected keyword argument 'evaluation_strategy'
👍 2
1
#539 opened about 1 year ago
by
jackkuo
add fallback task_type for LoraConfig to support different PEFT versions
#538 opened about 1 year ago
by
madhavanvvs
add fallback task_type for LoraConfig to support different PEFT versions
#537 opened about 1 year ago
by
madhavanvvs
fully qualified imports to resolve name-space conflicts
#532 opened over 1 year ago
by
madhavanvvs
ddp_mtl_nccl_support
1
#524 opened over 1 year ago
by
madhavanvvs
ddp_mtl_nccl
1
#523 opened over 1 year ago
by
madhavanvvs
fix quantize logic (and lora adapter weights loading)
4
#522 opened over 1 year ago
by
yuz299
fix: pin transformers to v4.49.0 to fix ImportError: cannot import name 'AdamW' from 'transformers'
1
#516 opened over 1 year ago
by
valenzuelaomar
Prepare data cell level pass cell state dict instead of genes
#483 opened over 1 year ago
by
hchen725
Fix how mappings and train and val data are returned
#473 opened over 1 year ago
by
hchen725
Upload gene_name_id_dict_gc95M.pkl
#470 opened over 1 year ago
by
hchen725
Add checks for custom attributes and n_counts prior to sum ensembl id
#461 opened almost 2 years ago
by
hchen725
Raise error for train and validation mismatch
#459 opened almost 2 years ago
by
madhavanvenkatesh
raise error for train and validation mismatch
#458 opened almost 2 years ago
by
mvenk
Update geneformer/emb_extractor.py
#453 opened almost 2 years ago
by
hchen725
Update geneformer/tokenizer.py
#450 opened almost 2 years ago
by
hchen725
Adding tags to the model
1
#448 opened almost 2 years ago
by
canergen
Upload in_silico_perturber.py
#432 opened almost 2 years ago
by
davidjwen
GenePooler
#429 opened almost 2 years ago
by
jamieb-nvs
Update trainer output dir
#427 opened almost 2 years ago
by
hchen725
test pr for notebook rendering
#419 opened almost 2 years ago
by
madhavanvenkatesh
Create multi-task_cell_classification.ipynb
#418 opened almost 2 years ago
by
madhavanvenkatesh
Upload Multi-Task_cell_classification.ipynb
#417 opened almost 2 years ago
by
madhavanvenkatesh
CUDA kernels incompatible with standard PyTorch device movement with 4bit/8bit, necessitating device-specific handling
#416 opened almost 2 years ago
by
madhavanvenkatesh
Update geneformer/tokenizer.py
#415 opened almost 2 years ago
by
hchen725
Add find_packages to automatically include mtl and subpackages in setup.py
#410 opened about 2 years ago
by
madhavanvenkatesh
adding tensorboard to setup.py
#409 opened about 2 years ago
by
madhavanvenkatesh
tensorboard add to reqs
#407 opened about 2 years ago
by
madhavanvenkatesh
dictionaries from parent dir
#405 opened about 2 years ago
by
madhavanvenkatesh
parent directory for dictionary
#404 opened about 2 years ago
by
madhavanvenkatesh
remove token dictionary and unpickling from init
#403 opened about 2 years ago
by
madhavanvenkatesh
Refactored token dictionary loading and encapsulated dictionary
#398 opened about 2 years ago
by
madhavanvenkatesh
pointing dictionaries from the mtl module's init
#397 opened about 2 years ago
by
madhavanvenkatesh
inheritance issues
#396 opened about 2 years ago
by
madhavanvenkatesh
Refactor: Convert mask_token_id, pad_token_id, and all_special_ids to properties
#395 opened about 2 years ago
by
madhavanvenkatesh
allow model_type valid options to take params model_type : {"Pretrained", "GeneClassifier", "CellClassifier", "MTLCellClassifier", "MTLCellClassifier-Quantized"}
#390 opened about 2 years ago
by
madhavanvenkatesh
Add "gc" to pkl file names
1
#388 opened about 2 years ago
by
lhl1bit
peft>=0.11.1
#387 opened about 2 years ago
by
madhavanvenkatesh
add peft==0.11.1 to req
#386 opened about 2 years ago
by
madhavanvenkatesh