metadata

base_model: ClaudioItaly/Neithabet-9G
library_name: transformers
tags:
  - mergekit
  - merge
  - llama-cpp
  - gguf-my-repo

Triangle104/Neithabet-9G-Q8_0-GGUF

This model was converted to GGUF format from ClaudioItaly/Neithabet-9G using llama.cpp via the ggml.ai's GGUF-my-repo space. Refer to the original model card for more details on the model.

This is a merge of pre-trained language models created using mergekit.

Merge Details

Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: lemon07r/Gemma-2-Ataraxy-9B
  - model: ifable/gemma-2-Ifable-9B 
merge_method: slerp
tokenizer_merge_method: slerp
tokenizer_parameters:
  t: 0.3  # Dà più peso al tokenizer di Gemma-2-Ataraxy-9B
base_model: lemon07r/Gemma-2-Ataraxy-9B
dtype: bfloat16
parameters:
  t: [0, 0.3, 0.6, 0.8, 0.6, 0.3, 0]  # Curva che favorisce leggermente il centro del merge
  temp: 2.0   # Temperatura aumentata per un merge più audace
density:
  - threshold: 0.05
    t: 0.8
  - threshold: 0.3
    t: 0.6
  - threshold: 0.7
    t: 0.4
  - threshold: 0.95
    t: 0.2
noise: 0.1  # Aggiunto rumore per ulteriore variabilità

Use with llama.cpp

Install llama.cpp through brew (works on Mac and Linux)

brew install llama.cpp

Invoke the llama.cpp server or the CLI.

CLI:

llama-cli --hf-repo Triangle104/Neithabet-9G-Q8_0-GGUF --hf-file neithabet-9g-q8_0.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo Triangle104/Neithabet-9G-Q8_0-GGUF --hf-file neithabet-9g-q8_0.gguf -c 2048

Note: You can also use this checkpoint directly through the usage steps listed in the Llama.cpp repo as well.

Step 1: Clone llama.cpp from GitHub.

git clone https://github.com/ggerganov/llama.cpp

Step 2: Move into the llama.cpp folder and build it with LLAMA_CURL=1 flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).

cd llama.cpp && LLAMA_CURL=1 make

Step 3: Run inference through the main binary.

./llama-cli --hf-repo Triangle104/Neithabet-9G-Q8_0-GGUF --hf-file neithabet-9g-q8_0.gguf -p "The meaning to life and the universe is"

./llama-server --hf-repo Triangle104/Neithabet-9G-Q8_0-GGUF --hf-file neithabet-9g-q8_0.gguf -c 2048