Blockchainlabs 7B Merged Test2 4 Prune

🚀 blockchainlabs_7B_merged_test2_4_prune

blockchainlabs_7B_merged_test2_4_prune is a pruned model that addresses the need for optimized model performance by leveraging pruning techniques. It offers a more efficient alternative based on a merged model, providing value in scenarios where resource utilization is crucial.

🚀 Quick Start

blockchainlabs_7B_merged_test2_4_prune is a pruned model based on alnrg2arg/blockchainlabs_7B_merged_test2_4, which is a merged model using following models using mergekit:

• mlabonne/NeuralBeagle14-7B
• udkai/Turdus

Pruning Kit I used: wanda

📚 Documentation

🧩 Configuration

{
  "_name_or_path": "alnrg2arg/blockchainlabs_7B_merged_test2_4_prun",
  "architectures": [
    "MistralForCausalLM"
  ],
  "attention_dropout": 0.0,
  "bos_token_id": 1,
  "eos_token_id": 2,
  "hidden_act": "silu",
  "hidden_size": 4096,
  "initializer_range": 0.02,
  "intermediate_size": 14336,
  "max_position_embeddings": 32768,
  "model_type": "mistral",
  "num_attention_heads": 32,
  "num_hidden_layers": 32,
  "num_key_value_heads": 8,
  "rms_norm_eps": 1e-05,
  "rope_theta": 10000.0,
  "sliding_window": 4096,
  "tie_word_embeddings": false,
  "torch_dtype": "float16",
  "transformers_version": "4.36.2",
  "use_cache": false,
  "vocab_size": 32000
}

📄 License

This project is licensed under the CC BY-NC 4.0 license.