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Support for Qwen added #10

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2a5358b
initial qwen added
Jan 18, 2025
01893e8
qwen tested w/ chat
dreaming-panda Jan 18, 2025
1290caa
qwen tested
dreaming-panda Jan 18, 2025
3849aa7
generate.py local fix
dreaming-panda Jan 19, 2025
268d891
generate.py local fix
dreaming-panda Jan 19, 2025
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8 changes: 4 additions & 4 deletions configs/chat_config_24gb.json
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Original file line number Diff line number Diff line change
@@ -1,7 +1,7 @@
{
"model": "hugging-quants/Meta-Llama-3.1-70B-Instruct-AWQ-INT4",
"draft_model": "hugging-quants/Meta-Llama-3.1-8B-Instruct-AWQ-INT4",
"offload": true,
"model": "Qwen/Qwen2.5-3B-Instruct",
"draft_model": "Qwen/Qwen2.5-0.5B-Instruct",
"offload": false,
"max_length": 8192,
"num_cache_layers": 16,
"generation_length": 256,
Expand All @@ -14,5 +14,5 @@
"num_beams": 24,
"depth": 24,
"engine": "dynamic",
"template": "meta-llama3"
"template": "qwen"
}
4 changes: 4 additions & 0 deletions examples/generate.py
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Original file line number Diff line number Diff line change
@@ -1,4 +1,8 @@
import os
import sys
# Find local UMbreLLa first
sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..')))

os.environ["TOKENIZERS_PARALLELISM"] = "false"
from umbrella.models.auto_model import AutoModelLM
from umbrella.logging_config import setup_logger
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2 changes: 0 additions & 2 deletions requirements.txt
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Expand Up @@ -3,6 +3,4 @@ transformers==4.47.0
huggingface-hub==0.27.0
transformers-stream-generator==0.0.5
optimum==1.23.3
autoawq==0.2.7.post3
autoawq-kernels==0.0.8
gradio
11 changes: 9 additions & 2 deletions umbrella/models/auto_model.py
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Original file line number Diff line number Diff line change
@@ -1,4 +1,5 @@
from .llama import Llama, LlamaAwq, LlamaOffload, LlamaAwqOffload, LlamaCudagraph
from .qwen import Qwen, QwenOffload, QwenCudagraph

class AutoModelLM:
"""
Expand All @@ -15,6 +16,8 @@ class AutoModelLM:
"meta-llama/Llama-3.1-8B-Instruct": LlamaOffload,
"meta-llama/Meta-Llama-3-70B-Instruct": LlamaOffload,
"meta-llama/Meta-Llama-3-8B-Instruct": LlamaOffload,
"Qwen/Qwen2.5-3B-Instruct": QwenOffload,
"Qwen/Qwen2.5-0.5B-Instruct": QwenOffload
}

_MODEL_MAPPING = {
Expand All @@ -37,7 +40,9 @@ class AutoModelLM:
"Zhuominc/Coder-400M": Llama,
"Zhuominc/Coder-400M-IT": Llama,
"Zhuominc/FastCode-500M": Llama,
"InfiniAILab/CodeDrafter-500M": Llama
"InfiniAILab/CodeDrafter-500M": Llama,
"Qwen/Qwen2.5-3B-Instruct": Qwen,
"Qwen/Qwen2.5-0.5B-Instruct": Qwen
}

_CUDAGRAPH_MODEL_MAPPING = {
Expand All @@ -53,7 +58,9 @@ class AutoModelLM:
"Zhuominc/Coder-400M": LlamaCudagraph,
"Zhuominc/Coder-400M-IT": LlamaCudagraph,
"Zhuominc/FastCode-500M": LlamaCudagraph,
"InfiniAILab/CodeDrafter-500M": LlamaCudagraph
"InfiniAILab/CodeDrafter-500M": LlamaCudagraph,
"Qwen/Qwen2.5-3B-Instruct": QwenCudagraph,
"Qwen/Qwen2.5-0.5B-Instruct": QwenCudagraph
}

@classmethod
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