LLM Reference

Llama 2 13B Chat

About

The Llama 2 13B Chat model is a 13 billion parameter generative text model developed by Meta, optimized for conversational applications. Released on July 18, 2023, it's part of the Llama 2 family and excels in dialogue scenarios. The model leverages supervised fine-tuning (SFT) and reinforcement learning with human feedback (RLHF) to generate coherent and contextually relevant responses. Trained on 2 trillion tokens from diverse public sources, it outperforms many open-source chat models and matches popular closed-source models in helpfulness and safety. This model is ideal for AI engineers working on chatbots, virtual assistants, and customer service automation. For more details, visit the model's Hugging Face page [1].

Capabilities

MultimodalFunction CallingTool UseJSON Mode

Providers(11)

ProviderInput (per 1M)Output (per 1M)Type
Alibaba Cloud PAI-EASServerless
Replicate API$0.10$0.50Serverless
AWS Bedrock$0.75$1Serverless
Azure OpenAI$0.81$0.94ServerlessProvisioned
GCP Vertex AIServerless
Cloudflare Workers AIServerless
deepinfra API$0.13$0.13Serverless
Lepton AI API$0.13$0.13Serverless
Together AI API$0.3$0.3Serverless
Databricks Foundation Model Serving$0.95$0.95Serverless
IBM watsonx$0.6$0.6Serverless

Benchmark Scores(4)

BenchmarkScoreVersionSource
Google-Proof Q&A41.8diamondOpen LLM Leaderboard
HellaSwag88.510-shotOpen LLM Leaderboard
HumanEval59.3pass@1Open LLM Leaderboard
Massive Multitask Language Understanding71.25-shotOpen LLM Leaderboard

Specifications

FamilyLlama 2
Released2023-07-18
Parameters13B
Context4K
ArchitectureDecoder Only
Specializationgeneral
Trainingfinetuning