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[doc] improve readability (#18675)

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Signed-off-by: reidliu41 <reid201711@gmail.com>
Co-authored-by: reidliu41 <reid201711@gmail.com>
This commit is contained in:
Reid
2025-05-25 16:40:31 +08:00
committed by GitHub
parent 624b77a2b3
commit 279f854519
20 changed files with 206 additions and 59 deletions
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11
docs/features/quantization/gguf.md
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@@ -14,14 +14,17 @@ To run a GGUF model with vLLM, you can download and use the local GGUF model fro
```console
wget https://huggingface.co/TheBloke/TinyLlama-1.1B-Chat-v1.0-GGUF/resolve/main/tinyllama-1.1b-chat-v1.0.Q4_K_M.gguf
# We recommend using the tokenizer from base model to avoid long-time and buggy tokenizer conversion.
vllm serve ./tinyllama-1.1b-chat-v1.0.Q4_K_M.gguf --tokenizer TinyLlama/TinyLlama-1.1B-Chat-v1.0
vllm serve ./tinyllama-1.1b-chat-v1.0.Q4_K_M.gguf \
--tokenizer TinyLlama/TinyLlama-1.1B-Chat-v1.0
```
You can also add `--tensor-parallel-size 2` to enable tensor parallelism inference with 2 GPUs:
```console
# We recommend using the tokenizer from base model to avoid long-time and buggy tokenizer conversion.
vllm serve ./tinyllama-1.1b-chat-v1.0.Q4_K_M.gguf --tokenizer TinyLlama/TinyLlama-1.1B-Chat-v1.0 --tensor-parallel-size 2
vllm serve ./tinyllama-1.1b-chat-v1.0.Q4_K_M.gguf \
--tokenizer TinyLlama/TinyLlama-1.1B-Chat-v1.0 \
--tensor-parallel-size 2
```
!!! warning
@@ -31,7 +34,9 @@ GGUF assumes that huggingface can convert the metadata to a config file. In case
```console
# If you model is not supported by huggingface you can manually provide a huggingface compatible config path
vllm serve ./tinyllama-1.1b-chat-v1.0.Q4_K_M.gguf --tokenizer TinyLlama/TinyLlama-1.1B-Chat-v1.0 --hf-config-path Tinyllama/TInyLlama-1.1B-Chat-v1.0
vllm serve ./tinyllama-1.1b-chat-v1.0.Q4_K_M.gguf \
--tokenizer TinyLlama/TinyLlama-1.1B-Chat-v1.0 \
--hf-config-path Tinyllama/TInyLlama-1.1B-Chat-v1.0
```
You can also use the GGUF model directly through the LLM entrypoint: