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caikit

7 indexed repositories · View on GitHub

caikit
Caikit is an AI toolkit that enables users to manage models through a set of developer friendly APIs.

Python · 114 stars
caikit-nlp

Python · 12 stars
caikit-huggingface-demo

Python · 8 stars
community

4 stars
caikit-computer-vision
Caikit library which provides Computer Vision domain functionality

Python · 3 stars
caikit-tgis-backend
Caikit module backend that manages models run in TGIS

Python · 1 star
caikit-ray-backend

Python · 0 stars

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Verify fine-tuning working with multi-gpu with half precision Open

caikit/caikit-nlp#138 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Add bootstrap functionality for prompt tuning Open

caikit/caikit-nlp#141 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Add test to verify eos_token is working as expected Open

good first issue

caikit/caikit-nlp#166 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Text generation API field marked with incorrect type Open

bug good first issue

caikit/caikit-nlp#167 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Add LoRA configuration support for fine-tuning module Open

caikit/caikit-nlp#169 · 5 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Quality evaluation of LoRA via fine-tuning on llama-7b single GPU Open

caikit/caikit-nlp#170 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Replace training loop in peft_prompt_tuning with HF Trainer Open

caikit/caikit-nlp#175 · 2 comments · 0 reactions · 3 assignees · Indexed Sep 14, 2026
Enable FSDP for Prompt Tuning via Peft Open

caikit/caikit-nlp#177 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Add tool to easily assess model compatibility Open

caikit/caikit-nlp#178 · 5 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Issue converting mpt-7b-instruct to caikit format Open

bug

caikit/caikit-nlp#182 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Allow saving of fine-tuned models in safetensors Open

caikit/caikit-nlp#186 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Save larger fine-tuned models in sharded form Open

caikit/caikit-nlp#187 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Add adopter_config based save method for prompt tuning Open

caikit/caikit-nlp#194 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Standard Proto Interface Dump Open

caikit/caikit-nlp#196 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Add auto batch size estimator for training to avoid OOM Open

caikit/caikit-nlp#207 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Add a dry-run capability to estimate memory requirement for training without training Open

caikit/caikit-nlp#226 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Add ability to save intermediate checkpoints as caikit models Open

enhancement

caikit/caikit-nlp#229 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Add auto training param estimation Open

caikit/caikit-nlp#230 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Local text generation model inference appears slower than prompt tuning inference Open

bug

caikit/caikit-nlp#233 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Different Caikit server instances returns different protos Open

caikit/caikit-nlp#237 · 8 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
The TextGeneration ModuleBases raises exception when loading weights from a path Open

caikit/caikit-nlp#248 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Test Llama-7b-model Open

caikit/caikit-nlp#250 · 3 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
generate_text_func: support `finish_reason=TOKEN_LIMIT` Open

caikit/caikit-nlp#253 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Handle OOM for HF Trainer fine-tuning Open

enhancement

caikit/caikit-nlp#254 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Fine tuning with llama-7b-model failure Open

caikit/caikit-nlp#256 · 3 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Add ways to configure "default" value for training data limit Open

enhancement good first issue help wanted

caikit/caikit-nlp#260 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Multi-gpu prompt tuning hanging when running in kube cluster Open

caikit/caikit-nlp#271 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Error when trying to run peft prompt tuned model in __del__ Open

caikit/caikit-nlp#307 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
PT init method `TEXT` with no init_text returns ZeroDivisionError Open

bug

caikit/caikit-nlp#340 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Initial bidirectional streaming tokenization on regex sentence splitter Open

caikit/caikit-nlp#345 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Error bootstrapping model shown in example Open

caikit/caikit-nlp#349 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Support "raw input" REST requests Open

caikit/caikit#230 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Build a HF Finder Open

caikit/caikit#236 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Investigate removal of `validate_caikit_library_class_exists` and friends Open

caikit/caikit#247 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
`AbortableAction`s fail under load Open

bug

caikit/caikit#250 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Thin client support Open

enhancement

caikit/caikit#255 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Enum initialization bug Open

bug

caikit/caikit#259 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
setup.py for editable installation Open

caikit/caikit#266 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
dataobjects should not hide static typing via the decorated class Open

bug

caikit/caikit#270 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Streaming parameters don't suppport Unions yet Open

bug

caikit/caikit#306 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
🐛 Flakey error log counting test Open

bug

caikit/caikit#325 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Clean up Train module lookup with caikit_rpc Open

caikit/caikit#326 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
temp_dpool fixture should be global Open

bug

caikit/caikit#333 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Fix code scanning alert - Information exposure through an exception Open

caikit/caikit#374 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Clean up test utilities Open

good first issue help wanted

caikit/caikit#395 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Push str/int sequence replacement down to core Open

bug

caikit/caikit#409 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Extend from_json to incorporate oneof names Open

caikit/caikit#410 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Support multiple model management components in runtime Open

caikit/caikit#412 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Support client-side HTTP streaming Open

enhancement

caikit/caikit#414 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Align GTS' and GPS' function signatures and make them type-agnostic Open

bug

caikit/caikit#415 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 14, 2026

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