复制模型路径,创建名为“ModelFile”的meta文件,内容如下: FROM /mnt/workspace/qwen2-7b-instruct-q5_k_m.gguf # set the temperature to 0.7 [higher is more creative, lower is more coherent] PARAMETER temperature 0.7 PARAMETER top_p 0.8 PARAMETER repeat_penalty 1.05 TEMPLATE """{{ if and .Fir...
2022-11BLOOMBigScienceBLOOM: A 176B-Parameter Open-Access Multilingual Language Model 2022-11GalacticaMetaGalactica: A Large Language Model for Science 2022-12OPT-IMLMetaOPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization ...
aws cloudformation create-stack –stack-name awsome-inference-vpc –template-body file://vpc-cf-example.yaml--capabilitiesCAPABILITY_IAM--parametersParameterKey=EnvironmentName,ParameterValue=awsome-inference-vpc Bash TheCAPABILITY_IAMflag parameter tells CloudFormation that the stack...
For example, Research on model and parameter extraction attacks is limited and often theoretical, hindered by LLM parameter scale and confidentiality. Safe instruction tuning, a recent development, requires more exploration. We hope that our work can shed light on the LLMs’ potential to both ...
2022-11 BLOOM BigScience BLOOM: A 176B-Parameter Open-Access Multilingual Language Model 2022-11 Galactica Meta Galactica: A Large Language Model for Science 2022-12 OPT-IML Meta OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization 2023-01 Flan 2022 Collecti...
However, the ICL capability of different types of models shows significant variation due to factors such as model architecture, volume of learning data, and the size of parameters. Generally, the larger the model's parameter size and the more extensive the learning data, the stronger its ICL ...
However, a LLM with a greater number of parameters generally outperforms one with fewer parameters across most benchmarks. To lower the resource requirements, it may be better to use a larger parameter model but compress it to a smaller size. Tests have shown thatGAN compression can reduce co...
In this podcast, Sally speaks to SambaNova CEO Rodrigo Liang about how the success of ChatGPT and other LLMs is impacting businesses, what this means for compute democratization and open-source approaches, and how big LLMs can get.
Recommended Open-Source AI Platform: ‘IntellAgent is a An Open-Source Multi-Agent Framework to Evaluate Complex Conversational AI System' (Promoted) Small Models (SMs) are defined relative to larger models, with no fixed parameter threshold. SMs are compared to LLMs across four...
2019-09Megatron-LMNVIDIAMegatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism 2019-10T5GoogleExploring the Limits of Transfer Learning with a Unified Text-to-Text TransformerJMLR 2019-10ZeROMicrosoftZeRO: Memory Optimizations Toward Training Trillion Parameter ModelsSC ...