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Issues: vectorch-ai/ScaleLLM

ScaleLLM Roadmap
#84 opened Mar 16, 2024 by guocuimi
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Issues list

LoRA: QLoRA/S-LoRA: Serving thousands of LoRA adapters
#166 opened Apr 28, 2024 by guocuimi
Introducing the Mamba model
#165 opened Apr 28, 2024 by guocuimi
Introducing a ring attention mechanism for handling long contexts
#164 opened Apr 28, 2024 by guocuimi
Quantization: Supporting FP8 for both models and KV caches
#163 opened Apr 28, 2024 by guocuimi
Enhancing documentation for improved usability
#162 opened Apr 28, 2024 by guocuimi
@guocuimi
Exploring other chips such as TPU, etc. backlog
#160 opened Apr 28, 2024 by guocuimi
Loosening coupling with PyTorch for easy deployment
#159 opened Apr 28, 2024 by guocuimi
Adding more Prometheus metrics and creating a Grafana dashboard for monitoring.
#158 opened Apr 28, 2024 by guocuimi
Adding more bechmarks and unittests for kernels and dependencies
#157 opened Apr 28, 2024 by guocuimi
Extending support to macOS and Windows platforms backlog
#156 opened Apr 28, 2024 by guocuimi
Structural Decoding: Function Calling backlog
#155 opened Apr 28, 2024 by guocuimi
Structural Decoding: Json format
#154 opened Apr 28, 2024 by guocuimi
Structural Decoding: Json format
#153 opened Apr 28, 2024 by guocuimi
GPU Arch: Turing architecture (sm75) enhancement New feature or request
#152 opened Apr 28, 2024 by guocuimi
Adding support for Apple chips enhancement New feature or request
#151 opened Apr 28, 2024 by guocuimi
Introducing multi-modal models (LLaVA model) enhancement New feature or request
#150 opened Apr 28, 2024 by guocuimi
@liutongxuan @guocuimi
Implementing MoE (Mixture of Experts) kernels performance Improvements to performance
#149 opened Apr 28, 2024 by guocuimi
Implementing fused FFN (Feed-Forward Network) to enhance efficiency performance Improvements to performance
#148 opened Apr 28, 2024 by guocuimi
Exploring the feasibility of adopting the flashinfer library performance Improvements to performance
#147 opened Apr 28, 2024 by guocuimi
Exploring lookahead decoding support enhancement New feature or request
#146 opened Apr 28, 2024 by guocuimi
ScaleLLM vs vLLM in performance roadmap
#144 opened Apr 27, 2024 by WangErXiao
8
cuda graph capture may occasionally become stuck with multiple gpus. bug Something isn't working enhancement New feature or request
#131 opened Apr 18, 2024 by guocuimi
@liutongxuan
does the current openai-copatible-API support function calls? enhancement New feature or request
#121 opened Apr 10, 2024 by lyj555
1
ScaleLLM Roadmap roadmap
#84 opened Mar 16, 2024 by guocuimi
9 of 31 tasks
@guocuimi
3
is there any way or chance to use flash_attn 1.x ? to support more gpus
#69 opened Mar 7, 2024 by dalamudx
2
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