Text Generation
Transformers
Safetensors
qwen2
mergekit
Merge
conversational
text-generation-inference
Instructions to use eworojoshua/vas-01 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use eworojoshua/vas-01 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="eworojoshua/vas-01") messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("eworojoshua/vas-01") model = AutoModelForCausalLM.from_pretrained("eworojoshua/vas-01", device_map="auto") messages = [ {"role": "user", "content": "Who are you?"}, ] inputs = tokenizer.apply_chat_template( messages, add_generation_prompt=True, tokenize=True, return_dict=True, return_tensors="pt", ).to(model.device) outputs = model.generate(**inputs, max_new_tokens=40) print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:])) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use eworojoshua/vas-01 with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "eworojoshua/vas-01" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "eworojoshua/vas-01", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/eworojoshua/vas-01
- SGLang
How to use eworojoshua/vas-01 with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "eworojoshua/vas-01" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "eworojoshua/vas-01", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "eworojoshua/vas-01" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "eworojoshua/vas-01", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use eworojoshua/vas-01 with Docker Model Runner:
docker model run hf.co/eworojoshua/vas-01
Upload folder using huggingface_hub
Browse files- README.md +9 -9
- mergekit_config.yml +7 -7
- model-00001-of-00004.safetensors +1 -1
- model-00002-of-00004.safetensors +1 -1
- model-00003-of-00004.safetensors +1 -1
- model-00004-of-00004.safetensors +1 -1
README.md
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---
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base_model:
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- Xiaojian9992024/Qwen2.5-THREADRIPPER-Small
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- jeffmeloy/Qwen2.5-7B-nerd-uncensored-v1.0
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library_name: transformers
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tags:
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- mergekit
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### Models Merged
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The following models were included in the merge:
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* [Xiaojian9992024/Qwen2.5-THREADRIPPER-Small](https://huggingface.co/Xiaojian9992024/Qwen2.5-THREADRIPPER-Small)
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* [jeffmeloy/Qwen2.5-7B-nerd-uncensored-v1.0](https://huggingface.co/jeffmeloy/Qwen2.5-7B-nerd-uncensored-v1.0)
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### Configuration
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```yaml
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model_name: "vas-01-7b"
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slices:
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- sources:
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- model: Xiaojian9992024/Qwen2.5-THREADRIPPER-Small
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layer_range: [0, 28]
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- model: jeffmeloy/Qwen2.5-7B-nerd-uncensored-v1.0
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layer_range: [0, 28]
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merge_method: slerp
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base_model: Xiaojian9992024/Qwen2.5-THREADRIPPER-Small
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parameters:
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t:
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- filter: self_attn
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value: [0.
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- filter: mlp
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value: [
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value: 0.5
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dtype: bfloat16
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```
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---
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base_model:
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- jeffmeloy/Qwen2.5-7B-nerd-uncensored-v1.0
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- Xiaojian9992024/Qwen2.5-THREADRIPPER-Small
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library_name: transformers
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tags:
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- mergekit
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### Models Merged
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The following models were included in the merge:
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* [jeffmeloy/Qwen2.5-7B-nerd-uncensored-v1.0](https://huggingface.co/jeffmeloy/Qwen2.5-7B-nerd-uncensored-v1.0)
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* [Xiaojian9992024/Qwen2.5-THREADRIPPER-Small](https://huggingface.co/Xiaojian9992024/Qwen2.5-THREADRIPPER-Small)
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### Configuration
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```yaml
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model_name: "vas-01-7b"
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base_model: Xiaojian9992024/Qwen2.5-THREADRIPPER-Small
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merge_method: slerp
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dtype: bfloat16
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slices:
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- sources:
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- model: Xiaojian9992024/Qwen2.5-THREADRIPPER-Small
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layer_range: [0, 28]
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- model: jeffmeloy/Qwen2.5-7B-nerd-uncensored-v1.0
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layer_range: [0, 28]
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parameters:
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t:
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- filter: self_attn
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value: [0.0, 0.3, 0.5, 0.7, 1.0]
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- filter: mlp
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value: [1.0, 0.7, 0.5, 0.3, 0.0]
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- filter: input_layernorm|post_attention_layernorm
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value: 0.5
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```
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mergekit_config.yml
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model_name: "vas-01-7b"
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slices:
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layer_range: [0, 28]
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- model: jeffmeloy/Qwen2.5-7B-nerd-uncensored-v1.0
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layer_range: [0, 28]
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merge_method: slerp
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base_model: Xiaojian9992024/Qwen2.5-THREADRIPPER-Small
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parameters:
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t:
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value: [0.
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value: [
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value: 0.5
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dtype: bfloat16
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model_name: "vas-01-7b"
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base_model: Xiaojian9992024/Qwen2.5-THREADRIPPER-Small
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merge_method: slerp
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dtype: bfloat16
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slices:
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- sources:
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- model: Xiaojian9992024/Qwen2.5-THREADRIPPER-Small
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layer_range: [0, 28]
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- model: jeffmeloy/Qwen2.5-7B-nerd-uncensored-v1.0
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layer_range: [0, 28]
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parameters:
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value: [0.0, 0.3, 0.5, 0.7, 1.0]
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- filter: mlp
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value: [1.0, 0.7, 0.5, 0.3, 0.0]
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- filter: input_layernorm|post_attention_layernorm
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value: 0.5
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