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LongWriter Llama3.1 8B 6bit by mlx-community

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LongWriter Llama3.1 8B 6bit is an open-source language model by mlx-community. Features: 8b LLM, VRAM: 6.5GB, Context: 128K, License: llama3.1, Quantized.

  6-bit   6bit Base model:quantized:zai-org/l... Base model:zai-org/longwriter-...   Chatglm   Dataset:thudm/longwriter-6k   En   Endpoints compatible   Llama   Long context   Mlx   Mlx-my-repo   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/mlx-community/LongWriter-llama3.1-8b-6bit 
LongWriter Llama3.1 8B 6bit (mlx-community/LongWriter-llama3.1-8b-6bit)
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LongWriter Llama3.1 8B 6bit Parameters and Internals

LLM NameLongWriter Llama3.1 8B 6bit
Repository 🤗https://huggingface.co/mlx-community/LongWriter-llama3.1-8b-6bit 
Base Model(s)  zai-org/LongWriter-llama3.1-8b   zai-org/LongWriter-llama3.1-8b
Model Size8b
Required VRAM6.5 GB
Updated2026-03-27
Maintainermlx-community
Model Typellama
Model Files  5.3 GB: 1-of-2   1.2 GB: 2-of-2
Supported Languagesen zh
Quantization Type6bit
Model ArchitectureLlamaForCausalLM
Licensellama3.1
Context Length131072
Model Max Length131072
Transformers Version4.43.0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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...B Instruct Gradient 1048K 4bit1024K / 4.5 GB62
...B Instruct Gradient 1048K 8bit1024K / 8.6 GB61
...truct Gradient 1048K Bpw6 EXL21024K / 6.7 GB32
...truct Gradient 1048K Bpw5 EXL21024K / 5.8 GB60
Llama 3 8B Instruct 1048K 4bit1024K / 4.5 GB52925
Llama 3 8B Instruct 1048K 8bit1024K / 8.6 GB10417
... Gradient 1048K 8.0bpw H8 EXL21024K / 8.6 GB43
...ct Gradient 1048K Bpw2.25 EXL21024K / 3.4 GB01
Llama 3 8B Instruct 262K 2bit256K / 2.5 GB71
...B Instruct 262k V2 EXL2 5.0bpw256K / 5.8 GB61
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/LongWriter-llama3.1-8b-6bit.

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