NanoLLM-Qwen2.5-14B-v3.1/README.md

license, library_name, base_model, tags

license	library_name	base_model	tags
other	transformers	Qwen/Qwen2.5-14B-Instruct	nanollm qwen2.5 safetensors text-generation

NanoLLM Qwen2.5-14B-Instruct v3.1

Compact self-contained NanoLLM format is in nano_compact/.

from transformers import AutoModelForCausalLM, AutoTokenizer
repo_id = "RthItalia/NanoLLM-Qwen2.5-14B-v3.1"
tokenizer = AutoTokenizer.from_pretrained(repo_id, subfolder="nano_compact", use_fast=True)
model = AutoModelForCausalLM.from_pretrained(repo_id, subfolder="nano_compact", trust_remote_code=True, device_map="auto")

Validation against 8-bit reference:

• avg cosine: 0.98984375
• min cosine: 0.9765625
• gate: avg >= 0.985

nano_compact/model.safetensors contains Nano quantized tensors and does not require downloading the Qwen base weights.