Instructions to use zai-org/glm-edge-v-2b-gguf with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- llama-cpp-python
How to use zai-org/glm-edge-v-2b-gguf with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="zai-org/glm-edge-v-2b-gguf", filename="ggml-model-Q4_0.gguf", )
llm.create_chat_completion( messages = [ { "role": "user", "content": [ { "type": "text", "text": "Describe this image in one sentence." }, { "type": "image_url", "image_url": { "url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg" } } ] } ] ) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use zai-org/glm-edge-v-2b-gguf with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf zai-org/glm-edge-v-2b-gguf:Q4_K_M # Run inference directly in the terminal: llama cli -hf zai-org/glm-edge-v-2b-gguf:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf zai-org/glm-edge-v-2b-gguf:Q4_K_M # Run inference directly in the terminal: llama cli -hf zai-org/glm-edge-v-2b-gguf:Q4_K_M
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf zai-org/glm-edge-v-2b-gguf:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf zai-org/glm-edge-v-2b-gguf:Q4_K_M
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf zai-org/glm-edge-v-2b-gguf:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf zai-org/glm-edge-v-2b-gguf:Q4_K_M
Use Docker
docker model run hf.co/zai-org/glm-edge-v-2b-gguf:Q4_K_M
- LM Studio
- Jan
- vLLM
How to use zai-org/glm-edge-v-2b-gguf with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "zai-org/glm-edge-v-2b-gguf" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "zai-org/glm-edge-v-2b-gguf", "messages": [ { "role": "user", "content": [ { "type": "text", "text": "Describe this image in one sentence." }, { "type": "image_url", "image_url": { "url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg" } } ] } ] }'Use Docker
docker model run hf.co/zai-org/glm-edge-v-2b-gguf:Q4_K_M
- Ollama
How to use zai-org/glm-edge-v-2b-gguf with Ollama:
ollama run hf.co/zai-org/glm-edge-v-2b-gguf:Q4_K_M
- Unsloth Studio
How to use zai-org/glm-edge-v-2b-gguf with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for zai-org/glm-edge-v-2b-gguf to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for zai-org/glm-edge-v-2b-gguf to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for zai-org/glm-edge-v-2b-gguf to start chatting
- Atomic Chat new
- Docker Model Runner
How to use zai-org/glm-edge-v-2b-gguf with Docker Model Runner:
docker model run hf.co/zai-org/glm-edge-v-2b-gguf:Q4_K_M
- Lemonade
How to use zai-org/glm-edge-v-2b-gguf with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull zai-org/glm-edge-v-2b-gguf:Q4_K_M
Run and chat with the model
lemonade run user.glm-edge-v-2b-gguf-Q4_K_M
List all available models
lemonade list
Ubuntu commited on
Commit ·
6dcb24b
1
Parent(s): b268cd6
- .gitattributes +22 -10
- README.md +64 -0
- configuration.json +1 -0
- ggml-model-Q4_0.gguf +3 -0
- ggml-model-Q4_1.gguf +3 -0
- ggml-model-Q4_K.gguf +3 -0
- ggml-model-Q4_K_M.gguf +3 -0
- ggml-model-Q4_K_S.gguf +3 -0
- ggml-model-Q5_0.gguf +3 -0
- ggml-model-Q5_1.gguf +3 -0
- ggml-model-Q5_K.gguf +3 -0
- ggml-model-Q5_K_M.gguf +3 -0
- ggml-model-Q5_K_S.gguf +3 -0
- ggml-model-Q6_K.gguf +3 -0
- ggml-model-Q8_0.gguf +3 -0
- glm-edge-v-2B-F16.gguf +3 -0
- mmproj-model-f16.gguf +3 -0
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---
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frameworks:
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- Pytorch
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license: other
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tasks:
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- image-text-to-text
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#model-type:
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##如 gpt、phi、llama、chatglm、baichuan 等
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#- chatglm
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#domain:
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##如 nlp、cv、audio、multi-modal
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#- nlp
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#language:
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##语言代码列表 https://help.aliyun.com/document_detail/215387.html?spm=a2c4g.11186623.0.0.9f8d7467kni6Aa
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#- cn
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#metrics:
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##如 CIDEr、Blue、ROUGE 等
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#- CIDEr
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#tags:
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##各种自定义,包括 pretrained、fine-tuned、instruction-tuned、RL-tuned 等训练方法和其他
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#- pretrained
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#tools:
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##如 vllm、fastchat、llamacpp、AdaSeq 等
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#- llamacpp
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---
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# LLama.cpp克隆与编译
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```bash
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git clone https://github.com/piDack/llama.cpp -b support_glm_edge_model
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cmake -B build -DGGML_CUDA=ON #或其他硬件
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cmake --build build -- -j
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```
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# 多模态运行
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从本repo中下载所需要的gguf,然后通过命令行运行该模型:
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```bash
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llama-llava-cli -m model_path/ggml-model-f16.gguf --mmproj model_path/mmproj-model-f16.gguf --image img_path/image.jpg -p "<|system|>\n system prompt <image><|user|>\n prompt <|assistant|>\n"
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```
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# 下载
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```bash
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#安装ModelScope
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pip install modelscope
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```
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```python
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#SDK模型下载
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from modelscope import snapshot_download
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model_dir = snapshot_download('ZhipuAI/glm-edge-v-2b-gguf')
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```
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Git下载
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```
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#Git模型下载
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git clone https://www.modelscope.cn/ZhipuAI/glm-edge-v-2b-gguf.git
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```
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configuration.json
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{"framework":"Pytorch","task":"image-text-to-text"}
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ggml-model-Q4_0.gguf
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version https://git-lfs.github.com/spec/v1
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oid sha256:9ce92cf9b537f748edf77779e0fc0d1d82bdab7ee6f4670557ac6389705681be
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size 931269056
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ggml-model-Q4_1.gguf
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version https://git-lfs.github.com/spec/v1
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oid sha256:7833b9ae4592e894a2895d7b4c51d344f9b1e28b468ce3eef273c5d9726ece8a
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size 1023265216
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ggml-model-Q4_K.gguf
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version https://git-lfs.github.com/spec/v1
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oid sha256:1d4816cb2da5ac2a5acfa7315049ac9826d52842df81ac567de64755986949fa
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size 980470208
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ggml-model-Q4_K_M.gguf
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oid sha256:1d4816cb2da5ac2a5acfa7315049ac9826d52842df81ac567de64755986949fa
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size 980470208
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ggml-model-Q4_K_S.gguf
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version https://git-lfs.github.com/spec/v1
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oid sha256:d76f78472e48d6e7ee2188de773ce238a2a14f6fc61b6fec858d8213160fa5b9
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size 936511936
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ggml-model-Q5_0.gguf
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version https://git-lfs.github.com/spec/v1
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oid sha256:1eeceea9e229b24ce2f4e6d5cdfa2cada5ef3be8ded5b3eac375ee057184b8f4
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size 1115261376
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oid sha256:93e26367bd556fa85a4018bff4fad2aa49aeb72da7f49cc9493b3d6fe2cbac54
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size 1207257536
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ggml-model-Q5_K.gguf
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oid sha256:ef8ab384319dec8d76cdf19b3b93bc254e96849bd4f8340aa0578259fcfdcaa1
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size 1140607424
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