llama-cpp
orchestra-research
Run language models locally without NVIDIA.
Model inference
orchestra-research
GitHub publisher98 Skills89.3k installs
Organization · Orchestra Research · On GitHub since 2026
- 909
- 908
fine-tuning-with-trl
orchestra-research
Train language models to follow human preferences.
Language model training
- 908
pytorch-lightning
orchestra-research
Cleaner PyTorch training code that scales to more GPUs.
Machine learning
- 906
tensorboard
orchestra-research
See how your models train and compare runs.
Machine learning
- 905
optimizing-attention-flash
orchestra-research
Faster transformer attention with less GPU memory.
Model optimization
- 905
quantizing-models-bitsandbytes
orchestra-research
Fit larger language models into your GPU memory.
Machine learning
- 904
verl-rl-training
orchestra-research
Train language models with reinforcement learning.
Language model training
- 903
deepspeed
orchestra-research
Practical guidance for DeepSpeed model training.
Distributed training
- 903
dspy
orchestra-research
Build AI pipelines with prompts that improve.
AI development
- 903
grpo-rl-training
orchestra-research
Fine-tune language models with custom rewards.
Model fine-tuning
- 903
hqq-quantization
orchestra-research
Smaller language models without calibration data.
Model quantization
- 902
axolotl
orchestra-research
Fine-tune language models with Axolotl guidance.
LLM fine-tuning
- 901
huggingface-tokenizers
orchestra-research
Train custom tokenizers for your text models.
Natural language processing
- 901
whisper
orchestra-research
Turn multilingual recordings into readable text.
Speech transcription
- 900
langchain
orchestra-research
Build LangChain apps that answer from your docs.
LLM application development
+2 - 898
awq-quantization
orchestra-research
Run large language models with less GPU memory.
Model optimization
- 898
distributed-llm-pretraining-torchtitan
orchestra-research
Train large language models across many GPUs.
Language model training
+1 - 898
instructor
orchestra-research
Build reliable, typed data extraction from LLMs.
Data extraction
- 898
long-context
orchestra-research
Make transformer models handle longer documents.
Machine learning
- 898
pytorch-fsdp2
orchestra-research
Train models too large for one GPU with PyTorch.
Distributed training
- 898
sentence-transformers
orchestra-research
Build local semantic search with text embeddings.
Machine learning
- 897
modal-serverless-gpu
orchestra-research
Run your ML workloads on GPUs without servers.
ML infrastructure
- 897
nanogpt
orchestra-research
Train a small language model on Shakespeare.
Language model training
- 897
openrlhf-training
orchestra-research
Train large language models with OpenRLHF.
Language model training
XG+3