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README.md
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This model was converted to GGUF format from [`THUDM/GLM-Z1-32B-0414`](https://huggingface.co/THUDM/GLM-Z1-32B-0414) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
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Refer to the [original model card](https://huggingface.co/THUDM/GLM-Z1-32B-0414) for more details on the model.
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## Use with llama.cpp
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Install llama.cpp through brew (works on Mac and Linux)
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This model was converted to GGUF format from [`THUDM/GLM-Z1-32B-0414`](https://huggingface.co/THUDM/GLM-Z1-32B-0414) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
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Refer to the [original model card](https://huggingface.co/THUDM/GLM-Z1-32B-0414) for more details on the model.
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---
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The GLM family welcomes a new generation of open-source models, the GLM-4-32B-0414
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series, featuring 32 billion parameters. Its performance is comparable
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to OpenAI's GPT series and DeepSeek's V3/R1 series, and it supports very
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user-friendly local deployment features. GLM-4-32B-Base-0414 was
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pre-trained on 15T of high-quality data, including a large amount of
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reasoning-type synthetic data, laying the foundation for subsequent
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reinforcement learning extensions. In the post-training stage, in
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addition to human preference alignment for dialogue scenarios, we also
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enhanced the model's performance in instruction following, engineering
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code, and function calling using techniques such as rejection sampling
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and reinforcement learning, strengthening the atomic capabilities
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required for agent tasks. GLM-4-32B-0414 achieves good results in areas
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such as engineering code, Artifact generation, function calling,
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search-based Q&A, and report generation. Some benchmarks even rival
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larger models like GPT-4o and DeepSeek-V3-0324 (671B).
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GLM-Z1-32B-0414 is a reasoning model with deep thinking capabilities.
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This was developed based on GLM-4-32B-0414 through cold start and
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extended reinforcement learning, as well as further training of the
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model on tasks involving mathematics, code, and logic. Compared to the
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base model, GLM-Z1-32B-0414 significantly improves mathematical
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abilities and the capability to solve complex tasks. During the training
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process, we also introduced general reinforcement learning based on
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pairwise ranking feedback, further enhancing the model's general
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capabilities.
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---
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## Use with llama.cpp
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Install llama.cpp through brew (works on Mac and Linux)
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