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README.md

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+---
+license: apache-2.0
+---
+Mamba-2.8b-slimpj is a model using the [Mamba](https://arxiv.org/abs/2312.00752) architecture, with 2.8B parameters, trained for 600B tokens on the SlimPajama dataset. 
+
+Model code: https://github.com/state-spaces/mamba/tree/main
+
+To load the model, follow the installation instruction in the code repo, and then:
+```
+from mamba_ssm.models.mixer_seq_simple import MambaLMHeadModel
+model = MambaLMHeadModel.from_pretrained("state-spaces/mamba-2.8b-slimpj")
+```

config.json

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+{
+    "d_model": 2560,
+    "n_layer": 64,
+    "vocab_size": 50277,
+    "ssm_cfg": {},
+    "rms_norm": true,
+    "residual_in_fp32": true,
+    "fused_add_norm": true,
+    "pad_vocab_size_multiple": 8
+}

pytorch_model.bin

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