README.md

metadata

language:
  - en
tags:
  - Llama-3
  - instruct
  - finetune
  - chatml
  - DPO
  - RLHF
  - gpt4
  - synthetic data
  - distillation
  - function calling
  - json mode
  - axolotl
  - llama-cpp
  - gguf-my-repo
base_model: NousResearch/Meta-Llama-3-8B
datasets:
  - teknium/OpenHermes-2.5
widget:
  - example_title: Hermes 2 Pro
    messages:
      - role: system
        content: >-
          You are a sentient, superintelligent artificial general intelligence,
          here to teach and assist me.
      - role: user
        content: >-
          Write a short story about Goku discovering kirby has teamed up with
          Majin Buu to destroy the world.
model-index:
  - name: Hermes-2-Pro-Llama-3-8B
    results: []

tinybiggames/Hermes-2-Pro-Llama-3-8B-Q4_K_M-GGUF

This model was converted to GGUF format from NousResearch/Hermes-2-Pro-Llama-3-8B using llama.cpp via the ggml.ai's GGUF-my-repo space. Refer to the original model card for more details on the model.

Use with tinyBigGAMES's Inference Libraries.

How to configure LMEngine:

InitConfig(
 'C:/LLM/gguf', // path to model files
 -1             // number of GPU layer, -1 to use all available layers
);

How to define model:

DefineModel('hermes-2-pro-llama-3-8b.Q4_K_M.gguf',
  'hermes-2-pro-llama-3-8b.Q4_K_M', 8000, '<|im_start|>{role}\n{content}<|im_end|>\n',
  '<|im_start|>assistant');

How to add a message:

AddMessage(
  ROLE_USER,    // role
 'What is AI?'  // content
);

{role} - will be substituted with the message "role"
{content} - will be substituted with the message "content"

How to do inference:

var
  LTokenOutputSpeed: Single;
  LInputTokens: Int32;
  LOutputTokens: Int32;
  LTotalTokens: Int32;
  
if RunInference('hermes-2-pro-llama-3-8b.Q4_K_M', 1024) then
  begin
    GetInferenceStats(nil, @LTokenOutputSpeed, @LInputTokens, @LOutputTokens,
      @LTotalTokens);
    PrintLn('', FG_WHITE);
    PrintLn('Tokens :: Input: %d, Output: %d, Total: %d, Speed: %3.1f t/s',
      FG_BRIGHTYELLOW, LInputTokens, LOutputTokens, LTotalTokens, LTokenOutputSpeed);
  end
else
  begin
    PrintLn('', FG_WHITE);
    PrintLn('Error: %s', FG_RED, GetError());
  end;