NousResearch: Hermes 2 Pro - Llama-3 8B

Text input Text output
Author's Description

Hermes 2 Pro is an upgraded, retrained version of Nous Hermes 2, consisting of an updated and cleaned version of the OpenHermes 2.5 Dataset, as well as a newly introduced Function Calling and JSON Mode dataset developed in-house.

Key Specifications
Cost
$
Context
131K
Parameters
8B
Released
May 26, 2024
Speed
Ability
Reliability
Supported Parameters

This model supports the following parameters:

Stop Presence Penalty Logit Bias Top P Temperature Seed Min P Response Format Frequency Penalty Logprobs Max Tokens Top Logprobs
Features

This model supports the following features:

Response Format
Performance Summary

Hermes 2 Pro - Llama-3 8B, an upgraded and retrained version of Nous Hermes 2, demonstrates strong overall performance with notable strengths in efficiency and reliability. The model consistently ranks among the fastest models, placing in the 91st percentile across six benchmarks, and offers highly competitive pricing, ranking in the 96th percentile. Its reliability is exceptional, achieving the 97th percentile with minimal technical failures, ensuring consistent and usable responses. In terms of benchmark performance, Hermes 2 Pro excels in specific areas. It achieves high accuracy in Email Classification (95.0%) and Ethics (98.0%), indicating strong capabilities in structured classification tasks and adherence to ethical principles. General Knowledge also shows a respectable 91.8% accuracy. However, the model exhibits weaknesses in more complex cognitive tasks. Its accuracy in Reasoning (32.0%), Instruction Following (38.4%), and Coding (51.0%) is comparatively lower, suggesting areas for improvement in logical deduction, multi-step command execution, and programming knowledge application. Despite these lower accuracy scores in certain benchmarks, the model consistently maintains its cost-effectiveness and speed across all categories.

Model Pricing

Current Pricing

Feature Price (per 1M tokens)
Prompt $0.025
Completion $0.04

Price History

Available Endpoints
Provider Endpoint Name Context Length Pricing (Input) Pricing (Output)
Lambda
Lambda | nousresearch/hermes-2-pro-llama-3-8b 131K $0.025 / 1M tokens $0.04 / 1M tokens
Novita
Novita | nousresearch/hermes-2-pro-llama-3-8b 8K $0.14 / 1M tokens $0.14 / 1M tokens
NextBit
NextBit | nousresearch/hermes-2-pro-llama-3-8b 32K $0.025 / 1M tokens $0.08 / 1M tokens
Benchmark Results
Benchmark Category Reasoning Free Executions Accuracy Cost Duration
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