It's a fine-tuned model over Llama 3.1, which is the kind of thing I -- a non-expert -- would want to do and have though of doing if I trained a LLM for a specific programming language for private (non-cloud-hosted) use. So this is both interesting and yet I lack to knowledge to really understand its impact in the LLM world.

> the model displays significant improvements in judgment and reward modeling.

This seems significant?

Technical report: https://nousresearch.com/wp-content/uploads/2024/08/Hermes-3...

The documentation is missing some details: https://docs.lambdalabs.com/public-cloud/lambda-chat-api/

When I run a prompt through it I get this back:

    {
      "id": "chat-dea5c8eddcfa4ad08d488f2501f1b3b4",
      "object": "chat.completion",
      "created": 1730717593,
      "model": "hermes3-405b",
      "choices": [
        {
          "index": 0,
          "message": {
            "role": "assistant",
            "content": "The 2020 World Series was played at Globe Life Field in Arlington, Texas. Due to the COVID-19 pandemic, the entire series was held at this neutral site to reduce travel and potential exposure to the virus."
          },
          "finish_reason": "stop",
          "content_filter_results": {
            "hate": {
              "filtered": false
            },
            "self_harm": {
              "filtered": false
            },
            "sexual": {
              "filtered": false
            },
            "violence": {
              "filtered": false
            },
            "jailbreak": {
              "filtered": false,
              "detected": false
            },
            "profanity": {
              "filtered": false,
              "detected": false
            }
          }
        }
      ],
      "usage": {
        "prompt_tokens": 65,
        "completion_tokens": 45,
        "total_tokens": 110,
        "prompt_tokens_details": null,
        "completion_tokens_details": null
      },
      "system_fingerprint": ""
    }

Those content_filter_results look interesting - especially if I can turn those options on or off (I'd like to experiment with the jailbreak one for example) - but they aren't mentioned in the documentation at the moment.