Comments (4)
Hi Julian, thanks for your interest in h2o-llmstudio!
It is possible to specify a local folder in the LLM Backbone text field (below I use the local cache folder of facebook--opt-125m
, any folder containing weights/configs should also work).
We will improve the documentation and add a note about the use of local model weights.
Regarding your comment about private-flagged huggingface repositories: It should be possible to have access to private repositories once Huggingface hub access has been configured locally.
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For continuing to train from a previous experiment, there are two additional ways to the one elaborated by @maxjeblick:
A: Use the GUI and New Experiment
functionality
1.) You can re-use the settings from an old experiment by clicking on New experiment
.
2.) You can then tick Use previous experiment weights
to directly use the old weights.
B: Use the pretrained_weights
config setting in CLI
You can just set a path to a checkpoint.pth
file in pretrained_weights
config setting.
This needs to be in format of how H2O LLM Studio outputs the checkpoints, bun can reference any old checkpoint you have.
We will also enable this in GUI based on this feedback as another way.
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Awesome - and sorry for not evaluating that properly. I am working for the first time with your tool - exactly what I was looking for besides the fact that I cannot use one of the provided backbones. Thanks for answering!
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Thanks @JulianGerhard21 - please continue asking any questions if something is unclear.
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Related Issues (20)
- [CODE IMPROVEMENT] Add IPO HOT 1
- [CODE IMPROVEMENT] Update to h2o-wave 1.0.0
- [CODE IMPROVEMENT] Logger code improvement
- [BUG] LLm Backbone dissapears upon trigger
- [FEATURE] Support full fine-tuning for DPO modeling HOT 2
- [BUG] PermissionError: [Errno 13] Permission denied: '/workspace/data/user' HOT 2
- [BUG] Possible bug in validation perplexity metric for DPO? HOT 2
- [BUG] download model zip does not contain safetensors
- [FEATURE]when saving multiple epochs add an epoch number suffix for when save best=False HOT 3
- [FEATURE]create distributed_inference.sh with deepspeed HOT 3
- [CODE IMPROVEMENT] if user specifies a βsystemβ column but it doesnt exist, it should error out instead of continue running silently HOT 5
- [BUG] Unable to access LLM studio using Docker from a nightly build HOT 2
- [BUG] Default dataset can not be written to the database
- [FEATURE] MoE Aux Loss
- CUDA out of memory HOT 6
- [FEATURE] Add UI tests to .github actions
- [CODE IMPROVEMENT] Create CICD for UI Testing HOT 1
- [DOC] Update the code examples to demonstrate how to implement experiments from CLI using YAML configuration files
- Can you kindly provide documentation for macOS HOT 1
- Inference model on distributed GPU after model training via CLI HOT 2
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