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[Build/CI Change] Publish to test pypi during the release workflow
#44
hinxcode
opened
1 month ago
0
build: setup ML workspace and VM cluster provisioning via bicep scripts
#43
anujsinha3
opened
6 months ago
2
perf: improve logging for MLflow metrics
#42
anujsinha3
closed
6 months ago
2
Improve ML flow logging for multiple prompt evaluation.
#41
anujsinha3
closed
6 months ago
0
feat: Added QLoRA fine-tuning pipeline
#40
carlosgjs
closed
6 months ago
1
chore: Update dependencies, logging
#39
carlosgjs
closed
6 months ago
1
feat: Implement SemScore metric
#38
carlosgjs
closed
6 months ago
1
refactor: Move metrics to a different module, rename function
#37
carlosgjs
closed
6 months ago
0
feat: create an azure-ml pipeline for eval_prompts()
#36
anujsinha3
closed
6 months ago
2
Create an azure-ml pipeline for eval_prompts()
#35
anujsinha3
closed
6 months ago
0
feat: Publish/load pre-quantized models
#34
carlosgjs
closed
6 months ago
1
Feature method run multi prompts
#33
anujsinha3
closed
7 months ago
1
exp: research and experiment different types of models (e.g. code-llama) for code-to-documentation generation
#32
anujsinha3
closed
7 months ago
1
exp: create a method [similar to eval()] to run and compare multiple prompts on single data file input.
#31
anujsinha3
closed
7 months ago
0
exp: Research difference metrics to measure performance for LLM code-to-documentation generation.
#30
anujsinha3
opened
7 months ago
0
exp: Try Different Types of Prompts (Both System, Instruction Prompt, Shots) for documentation generation.
#29
anujsinha3
opened
7 months ago
0
feat: Running notebook in Colab
#28
carlosgjs
closed
7 months ago
1
refactor: Do one prediction per input sequence, easier experimentation
#27
carlosgjs
closed
7 months ago
1
feat: Support one-shot prompts
#26
carlosgjs
closed
7 months ago
4
feat: Do deterministic inference
#25
carlosgjs
closed
7 months ago
1
Publish to test pypi during the release workflow
#24
carlosgjs
opened
8 months ago
1
Add metrics calculations to the inference pipeline
#23
RashmikaReddy
closed
7 months ago
3
Load models from huggingface instead of blob storage
#22
carlosgjs
closed
8 months ago
3
build: Create Bicep scripts for the AzureML resources
#21
carlosgjs
opened
8 months ago
0
Fine-tune: Model runtime optimization
#20
carlosgjs
opened
8 months ago
0
Fine-tune: Experimentation across base models (llama-7B, llama-13B, codellama-7B, codellama-13B)
#19
carlosgjs
opened
8 months ago
0
Fine-tune: Experimentation across parameters (quant mode, LORA: dropout, rank, alpha, etc.)
#18
carlosgjs
opened
8 months ago
0
Fine-tune: Training script using LORA
#17
carlosgjs
opened
8 months ago
0
Fine-tune: Training/validation data loading
#16
carlosgjs
opened
8 months ago
0
exp: Run prompt-only experiments with codellama/CodeLlama-13b-Python-hf
#15
carlosgjs
opened
8 months ago
0
exp: Run prompt-only experiments with codellama/CodeLlama-7b-Python-hf
#14
carlosgjs
opened
8 months ago
0
exp: Run prompt-only experiments with meta-llama/Llama-2-13b-chat-hf
#13
carlosgjs
opened
8 months ago
0
exp: Run prompt-only experiments with meta-llama/Llama-2-7b-chat-hf
#12
carlosgjs
opened
8 months ago
0
feat: Publish package to PyPI index
#11
carlosgjs
closed
7 months ago
0
feat: Add arguments for model parameters
#10
carlosgjs
closed
8 months ago
1
Model fine-tuning
#9
carlosgjs
opened
8 months ago
0
Support model downloading/caching
#8
carlosgjs
closed
6 months ago
0
Support Mac/MPS for inference
#7
carlosgjs
opened
9 months ago
0
feat: Generate command
#6
carlosgjs
closed
9 months ago
0
refactor: Refactor prompts and add tests
#5
carlosgjs
closed
9 months ago
1
Save the 4-bit quantized version of the Llama2 7b model in blob storage
#4
carlosgjs
closed
6 months ago
1
refactor: Restructure the repo to accomodate both training and inference
#3
carlosgjs
closed
9 months ago
0
Add metrics calculations to the inference pipeline
#2
carlosgjs
closed
7 months ago
0
Instantiate LINCC template
#1
carlosgjs
closed
9 months ago
0