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README.md

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+---
+license: other
+---
+# Join our Discord! https://discord.gg/Nbv9pQ88Xb
+## 2500+ members strong 💪 Now with more channels! A hub for users and makers alike!
+---
+
+# Lazarus 2407 100B 🌖
+
+> To the brave men and women who gave their lives so we could begin again.
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/65f2fd1c25b848bd061b5c2e/99LemcIuW0c2qWac-qDg8.png)
+
+# Links
+
+- Original: https://huggingface.co/TheDrummer/Lazarus-2407-100B
+- GGUF: https://huggingface.co/TheDrummer/Lazarus-2407-100B-GGUF
+- iMatrix (Recommended): https://huggingface.co/bartowski/Lazarus-2407-100B
+
+## A pruned version of Mistral Large 2407 123B
+
+- Theory: https://arxiv.org/abs/2403.17887
+- Practice: https://github.com/arcee-ai/PruneMe
+
+```yaml
+slices:
+  - sources:
+      - model: ./largestral
+        layer_range: [0, 54]
+  - sources:
+      - model: ./largestral
+        layer_range: [70,88]
+merge_method: passthrough
+dtype: bfloat16
+```
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/65f2fd1c25b848bd061b5c2e/gNsvay6NpaVKazg-nYSoL.png)
+
+```
+block_start,block_end,average_distance
+1,17,0.42018115234375
+2,18,0.40477392578125
+3,19,0.3955498046875
+4,20,0.39202392578125
+5,21,0.38614453125
+6,22,0.380365234375
+7,23,0.37550830078125
+8,24,0.36995361328125
+9,25,0.36802099609375
+10,26,0.36337158203125
+11,27,0.3570400390625
+12,28,0.35895654296875
+13,29,0.360716796875
+14,30,0.36415234375
+15,31,0.3656328125
+16,32,0.3657451171875
+17,33,0.36321337890625
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+19,35,0.3613828125
+20,36,0.36101806640625
+21,37,0.36395361328125
+22,38,0.36294921875
+23,39,0.36490673828125
+24,40,0.36392578125
+25,41,0.3616650390625
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+31,47,0.34866162109375
+32,48,0.3489375
+33,49,0.3480888671875
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+35,51,0.3366806640625
+36,52,0.331208984375
+37,53,0.31834423828125
+38,54,0.30483203125
+39,55,0.29027587890625
+40,56,0.2789296875
+41,57,0.263868408203125
+42,58,0.25043017578125
+43,59,0.23816162109375
+44,60,0.223565185546875
+45,61,0.216619140625
+46,62,0.212794189453125
+47,63,0.205733642578125
+48,64,0.200558837890625
+49,65,0.196917236328125
+50,66,0.1951201171875
+51,67,0.192659423828125
+52,68,0.191610595703125
+53,69,0.1910341796875
+54,70,0.190966064453125
+55,71,0.1920712890625
+56,72,0.1935439453125
+57,73,0.1973837890625
+58,74,0.200970703125
+59,75,0.205339111328125
+60,76,0.216475341796875
+61,77,0.218605224609375
+62,78,0.22363916015625
+63,79,0.229986083984375
+64,80,0.23776171875
+65,81,0.24455322265625
+66,82,0.2542783203125
+67,83,0.2635498046875
+68,84,0.27629443359375
+69,85,0.29324267578125
+70,86,0.32201220703125
+71,87,0.36908154296875
+72,88,0.4007587890625
+```

config.json

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+{
+    "_name_or_path": "./largestral",
+    "architectures": [
+        "MistralForCausalLM"
+    ],
+    "attention_dropout": 0.0,
+    "bos_token_id": 1,
+    "eos_token_id": 2,
+    "head_dim": 128,
+    "hidden_act": "silu",
+    "hidden_size": 12288,
+    "initializer_range": 0.02,
+    "intermediate_size": 28672,
+    "max_position_embeddings": 131072,
+    "model_type": "mistral",
+    "num_attention_heads": 96,
+    "num_hidden_layers": 72,
+    "num_key_value_heads": 8,
+    "rms_norm_eps": 1e-05,
+    "rope_theta": 1000000.0,
+    "sliding_window": null,
+    "tie_word_embeddings": false,
+    "torch_dtype": "bfloat16",
+    "transformers_version": "4.46.3",
+    "use_cache": true,
+    "vocab_size": 32768,
+    "quantization_config": {
+        "quant_method": "exl2",
+        "version": "0.2.3",
+        "bits": 2.25,
+        "head_bits": 6,
+        "calibration": {
+            "rows": 115,
+            "length": 2048,
+            "dataset": "(default)"
+        }
+    }
+}

huggingface-metadata.txt

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+url: https://huggingface.co/TheDrummer/Lazarus-2407-100B
+branch: main
+download date: 2024-12-06 03:07:18
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