anaspro
commited on
Commit
·
ad30712
1
Parent(s):
5b2f9a5
Update to GPT-OSS-20B model with 4-bit quantization
Browse files- Switch from Lahja-iraqi-4B to unsloth/gpt-oss-20b-unsloth-bnb-4bit
- Add BitsAndBytesConfig for 4-bit quantization support
- Update Spaces metadata for GPT-OSS model
- Add .gitattributes for proper LFS handling
- Update README with model description and features
- .gitattributes +2 -4
- README.md +14 -5
- app.py +17 -5
- config.json +4 -4
.gitattributes
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*.pth filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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title:
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emoji:
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colorFrom:
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colorTo:
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sdk: gradio
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sdk_version: 5.42.0
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app_file: app.py
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hf_oauth: true
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hf_oauth_scopes:
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- inference-api
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---
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-
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---
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title: GPT-OSS-20B Chat Assistant
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emoji: 🤖
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colorFrom: blue
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colorTo: indigo
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sdk: gradio
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sdk_version: 5.42.0
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app_file: app.py
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hf_oauth: true
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hf_oauth_scopes:
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- inference-api
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models:
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- unsloth/gpt-oss-20b-unsloth-bnb-4bit
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tags:
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- gpt-oss
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- reasoning
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- chat
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- arabic
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---
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A powerful chatbot powered by GPT-OSS-20B (OpenAI's open-weight reasoning model) with 4-bit quantization for efficient inference. Features advanced reasoning capabilities, tool use, and supports Arabic language conversations.
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Built with [Gradio](https://gradio.app) and deployed on Hugging Face Spaces for easy access.
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app.py
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@@ -5,7 +5,7 @@ import spaces
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import json
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import time
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from threading import Thread
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from transformers import AutoTokenizer, AutoModelForCausalLM, TextIteratorStreamer
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from huggingface_hub import login
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import logging
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if tokenizer.pad_token is None:
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tokenizer.pad_token = tokenizer.eos_token
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# Load model with optimized settings
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model = AutoModelForCausalLM.from_pretrained(
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MODEL_ID,
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torch_dtype=
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device_map="auto",
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trust_remote_code=True,
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low_cpu_mem_usage=True
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)
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model.eval()
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import json
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import time
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from threading import Thread
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from transformers import AutoTokenizer, AutoModelForCausalLM, TextIteratorStreamer, BitsAndBytesConfig
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from huggingface_hub import login
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import logging
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if tokenizer.pad_token is None:
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tokenizer.pad_token = tokenizer.eos_token
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# Configure 4-bit quantization
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if config["model"].get("load_in_4bit", False):
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quantization_config = BitsAndBytesConfig(
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load_in_4bit=True,
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bnb_4bit_compute_dtype=torch.float16,
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bnb_4bit_use_double_quant=True,
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bnb_4bit_quant_type="nf4"
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)
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else:
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quantization_config = None
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# Load model with optimized settings
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model = AutoModelForCausalLM.from_pretrained(
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MODEL_ID,
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torch_dtype=config["model"].get("torch_dtype", "auto"),
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device_map=config["model"].get("device_map", "auto"),
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trust_remote_code=config["model"].get("trust_remote_code", True),
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low_cpu_mem_usage=config["model"].get("low_cpu_mem_usage", True),
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quantization_config=quantization_config
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)
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model.eval()
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config.json
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{
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"model": {
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"model_id": "
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"torch_dtype": "
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"device_map": "auto",
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"trust_remote_code": true,
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"
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"
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},
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"generation": {
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"max_new_tokens": 800,
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{
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"model": {
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"model_id": "unsloth/gpt-oss-20b-unsloth-bnb-4bit",
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"torch_dtype": "auto",
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"device_map": "auto",
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"trust_remote_code": true,
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"low_cpu_mem_usage": true,
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"load_in_4bit": true
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},
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"generation": {
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"max_new_tokens": 800,
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