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Example of command:
```python benchmark_throughput.py --model gpt2 --input-len 256 --output-len 256```
Output:
```Namespace(backend='vllm', dataset=None, input_len=256, output_len=256, model='gpt…
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Ray (https://github.com/ray-project/ray) becomes popular choice of running distributed Python ML applications. Its Python interface is easy to scale up the workload from local laptop to distributed cl…
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Case: BigDL/python/llm/example/GPU/Deepspeed-AutoTP
Model: Llama-2-7b-hf
ARC770: 2 cards
env: RPL RVP, ubuntu22.04, kernel-6.4.1, mem-32G
oneAPI 23.2.0
Running result:
```
(llm_multi) intel@ub…
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Hello,
I'm currently training LLaMA PRO. Initially, I expanded the model from 32 layers to 40 layers and proceeded to train only the newly added 8 layers (every fifth layer). Therefore, I froze 32 …
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### Your current environment
```text
The output of `python collect_env.py`
PyTorch version: 2.3.0+cu121
Is debug build: False
CUDA used to build PyTorch: 12.1
ROCM used to build PyTorch: N/A
…
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### System Info
- CPU: i9 9900k
- GPU: RTX 4090
- TensorRT-LLM Version: 0.9.0.dev2024022000
- Cuda Version: Cuda 12.3
- Driver Version: 545.29.06
- OS: Arch Linux, kernel version 6.7.5
### …
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```python
def split_dict_equally(input_dict, chunks=8):
# A list of dictionaries to hold the split dictionary
split_dicts = [{} for _ in range(chunks)]
# Get all the keys from the inpu…
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### Your current environment
```text
Collecting environment information...
PyTorch version: N/A
Is debug build: N/A
CUDA used to build PyTorch: N/A
ROCM used to build PyTorch: N/A
OS: Debia…
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```
Unsloth: Offloading input_embeddings to disk to save VRAM
Unsloth: Offloading input_embeddings to disk to save VRAM
Traceback (most recent call last):
File "/data/llmodel/Tools/software_inst…
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when i use Qwen/Qwen-VL-Chat I do not know why!
throw a error
`Traceback (most recent call last):
File "test.py", line 20, in
model = LLM(model=model_path, tokenizer=model_path,tokeni…