Add 2.8 quant weights

2.8/.gitattributes

@@ -0,0 +1,43 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+pytorch_model-00006-of-00007.bin filter=lfs diff=lfs merge=lfs -text
+pytorch_model-00007-of-00007.bin filter=lfs diff=lfs merge=lfs -text
+pytorch_model.bin.index.json filter=lfs diff=lfs merge=lfs -text
+pytorch_model-00001-of-00007.bin filter=lfs diff=lfs merge=lfs -text
+pytorch_model-00002-of-00007.bin filter=lfs diff=lfs merge=lfs -text
+pytorch_model-00003-of-00007.bin filter=lfs diff=lfs merge=lfs -text
+pytorch_model-00004-of-00007.bin filter=lfs diff=lfs merge=lfs -text
+pytorch_model-00005-of-00007.bin filter=lfs diff=lfs merge=lfs -text

2.8/config.json

@@ -0,0 +1 @@
+../config.json

2.8/generation_config.json

@@ -0,0 +1 @@
+../generation_config.json

2.8/model.safetensors.index.json

@@ -0,0 +1,442 @@
+{
+    "metadata": {
+        "total_size": 67487940608
+    },
+    "weight_map": {
+        "lm_head.weight": "model-00007-of-00007.safetensors",
+        "model.embed_tokens.weight": "model-00001-of-00007.safetensors",
+        "model.layers.0.input_layernorm.weight": "model-00001-of-00007.safetensors",
+        "model.layers.0.mlp.down_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.0.mlp.gate_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.0.mlp.up_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.0.post_attention_layernorm.weight": "model-00001-of-00007.safetensors",
+        "model.layers.0.self_attn.k_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.0.self_attn.o_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.0.self_attn.q_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.0.self_attn.v_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.1.input_layernorm.weight": "model-00001-of-00007.safetensors",
+        "model.layers.1.mlp.down_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.1.mlp.gate_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.1.mlp.up_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.1.post_attention_layernorm.weight": "model-00001-of-00007.safetensors",
+        "model.layers.1.self_attn.k_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.1.self_attn.o_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.1.self_attn.q_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.1.self_attn.v_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.10.input_layernorm.weight": "model-00002-of-00007.safetensors",
+        "model.layers.10.mlp.down_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.10.mlp.gate_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.10.mlp.up_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.10.post_attention_layernorm.weight": "model-00002-of-00007.safetensors",
+        "model.layers.10.self_attn.k_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.10.self_attn.o_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.10.self_attn.q_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.10.self_attn.v_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.11.input_layernorm.weight": "model-00002-of-00007.safetensors",
+        "model.layers.11.mlp.down_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.11.mlp.gate_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.11.mlp.up_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.11.post_attention_layernorm.weight": "model-00002-of-00007.safetensors",
+        "model.layers.11.self_attn.k_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.11.self_attn.o_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.11.self_attn.q_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.11.self_attn.v_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.12.input_layernorm.weight": "model-00002-of-00007.safetensors",
+        "model.layers.12.mlp.down_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.12.mlp.gate_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.12.mlp.up_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.12.post_attention_layernorm.weight": "model-00002-of-00007.safetensors",
+        "model.layers.12.self_attn.k_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.12.self_attn.o_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.12.self_attn.q_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.12.self_attn.v_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.13.input_layernorm.weight": "model-00003-of-00007.safetensors",
+        "model.layers.13.mlp.down_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.13.mlp.gate_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.13.mlp.up_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.13.post_attention_layernorm.weight": "model-00003-of-00007.safetensors",
+        "model.layers.13.self_attn.k_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.13.self_attn.o_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.13.self_attn.q_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.13.self_attn.v_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.14.input_layernorm.weight": "model-00003-of-00007.safetensors",
+        "model.layers.14.mlp.down_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.14.mlp.gate_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.14.mlp.up_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.14.post_attention_layernorm.weight": "model-00003-of-00007.safetensors",
+        "model.layers.14.self_attn.k_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.14.self_attn.o_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.14.self_attn.q_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.14.self_attn.v_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.15.input_layernorm.weight": "model-00003-of-00007.safetensors",
+        "model.layers.15.mlp.down_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.15.mlp.gate_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.15.mlp.up_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.15.post_attention_layernorm.weight": "model-00003-of-00007.safetensors",
+        "model.layers.15.self_attn.k_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.15.self_attn.o_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.15.self_attn.q_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.15.self_attn.v_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.16.input_layernorm.weight": "model-00003-of-00007.safetensors",
+        "model.layers.16.mlp.down_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.16.mlp.gate_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.16.mlp.up_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.16.post_attention_layernorm.weight": "model-00003-of-00007.safetensors",
+        "model.layers.16.self_attn.k_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.16.self_attn.o_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.16.self_attn.q_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.16.self_attn.v_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.17.input_layernorm.weight": "model-00003-of-00007.safetensors",
+        "model.layers.17.mlp.down_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.17.mlp.gate_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.17.mlp.up_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.17.post_attention_layernorm.weight": "model-00003-of-00007.safetensors",
+        "model.layers.17.self_attn.k_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.17.self_attn.o_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.17.self_attn.q_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.17.self_attn.v_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.18.input_layernorm.weight": "model-00003-of-00007.safetensors",
+        "model.layers.18.mlp.down_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.18.mlp.gate_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.18.mlp.up_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.18.post_attention_layernorm.weight": "model-00003-of-00007.safetensors",
+        "model.layers.18.self_attn.k_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.18.self_attn.o_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.18.self_attn.q_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.18.self_attn.v_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.19.input_layernorm.weight": "model-00003-of-00007.safetensors",
+        "model.layers.19.mlp.down_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.19.mlp.gate_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.19.mlp.up_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.19.post_attention_layernorm.weight": "model-00003-of-00007.safetensors",
+        "model.layers.19.self_attn.k_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.19.self_attn.o_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.19.self_attn.q_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.19.self_attn.v_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.2.input_layernorm.weight": "model-00001-of-00007.safetensors",
+        "model.layers.2.mlp.down_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.2.mlp.gate_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.2.mlp.up_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.2.post_attention_layernorm.weight": "model-00001-of-00007.safetensors",
+        "model.layers.2.self_attn.k_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.2.self_attn.o_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.2.self_attn.q_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.2.self_attn.v_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.20.input_layernorm.weight": "model-00004-of-00007.safetensors",
+        "model.layers.20.mlp.down_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.20.mlp.gate_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.20.mlp.up_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.20.post_attention_layernorm.weight": "model-00004-of-00007.safetensors",
+        "model.layers.20.self_attn.k_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.20.self_attn.o_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.20.self_attn.q_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.20.self_attn.v_proj.weight": "model-00003-of-00007.safetensors",
+        "model.layers.21.input_layernorm.weight": "model-00004-of-00007.safetensors",
+        "model.layers.21.mlp.down_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.21.mlp.gate_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.21.mlp.up_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.21.post_attention_layernorm.weight": "model-00004-of-00007.safetensors",
+        "model.layers.21.self_attn.k_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.21.self_attn.o_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.21.self_attn.q_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.21.self_attn.v_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.22.input_layernorm.weight": "model-00004-of-00007.safetensors",
+        "model.layers.22.mlp.down_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.22.mlp.gate_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.22.mlp.up_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.22.post_attention_layernorm.weight": "model-00004-of-00007.safetensors",
+        "model.layers.22.self_attn.k_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.22.self_attn.o_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.22.self_attn.q_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.22.self_attn.v_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.23.input_layernorm.weight": "model-00004-of-00007.safetensors",
+        "model.layers.23.mlp.down_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.23.mlp.gate_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.23.mlp.up_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.23.post_attention_layernorm.weight": "model-00004-of-00007.safetensors",
+        "model.layers.23.self_attn.k_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.23.self_attn.o_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.23.self_attn.q_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.23.self_attn.v_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.24.input_layernorm.weight": "model-00004-of-00007.safetensors",
+        "model.layers.24.mlp.down_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.24.mlp.gate_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.24.mlp.up_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.24.post_attention_layernorm.weight": "model-00004-of-00007.safetensors",
+        "model.layers.24.self_attn.k_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.24.self_attn.o_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.24.self_attn.q_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.24.self_attn.v_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.25.input_layernorm.weight": "model-00004-of-00007.safetensors",
+        "model.layers.25.mlp.down_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.25.mlp.gate_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.25.mlp.up_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.25.post_attention_layernorm.weight": "model-00004-of-00007.safetensors",
+        "model.layers.25.self_attn.k_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.25.self_attn.o_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.25.self_attn.q_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.25.self_attn.v_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.26.input_layernorm.weight": "model-00004-of-00007.safetensors",
+        "model.layers.26.mlp.down_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.26.mlp.gate_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.26.mlp.up_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.26.post_attention_layernorm.weight": "model-00004-of-00007.safetensors",
+        "model.layers.26.self_attn.k_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.26.self_attn.o_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.26.self_attn.q_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.26.self_attn.v_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.27.input_layernorm.weight": "model-00005-of-00007.safetensors",
+        "model.layers.27.mlp.down_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.27.mlp.gate_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.27.mlp.up_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.27.post_attention_layernorm.weight": "model-00005-of-00007.safetensors",
+        "model.layers.27.self_attn.k_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.27.self_attn.o_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.27.self_attn.q_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.27.self_attn.v_proj.weight": "model-00004-of-00007.safetensors",
+        "model.layers.28.input_layernorm.weight": "model-00005-of-00007.safetensors",
+        "model.layers.28.mlp.down_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.28.mlp.gate_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.28.mlp.up_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.28.post_attention_layernorm.weight": "model-00005-of-00007.safetensors",
+        "model.layers.28.self_attn.k_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.28.self_attn.o_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.28.self_attn.q_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.28.self_attn.v_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.29.input_layernorm.weight": "model-00005-of-00007.safetensors",
+        "model.layers.29.mlp.down_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.29.mlp.gate_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.29.mlp.up_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.29.post_attention_layernorm.weight": "model-00005-of-00007.safetensors",
+        "model.layers.29.self_attn.k_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.29.self_attn.o_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.29.self_attn.q_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.29.self_attn.v_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.3.input_layernorm.weight": "model-00001-of-00007.safetensors",
+        "model.layers.3.mlp.down_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.3.mlp.gate_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.3.mlp.up_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.3.post_attention_layernorm.weight": "model-00001-of-00007.safetensors",
+        "model.layers.3.self_attn.k_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.3.self_attn.o_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.3.self_attn.q_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.3.self_attn.v_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.30.input_layernorm.weight": "model-00005-of-00007.safetensors",
+        "model.layers.30.mlp.down_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.30.mlp.gate_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.30.mlp.up_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.30.post_attention_layernorm.weight": "model-00005-of-00007.safetensors",
+        "model.layers.30.self_attn.k_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.30.self_attn.o_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.30.self_attn.q_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.30.self_attn.v_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.31.input_layernorm.weight": "model-00005-of-00007.safetensors",
+        "model.layers.31.mlp.down_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.31.mlp.gate_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.31.mlp.up_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.31.post_attention_layernorm.weight": "model-00005-of-00007.safetensors",
+        "model.layers.31.self_attn.k_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.31.self_attn.o_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.31.self_attn.q_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.31.self_attn.v_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.32.input_layernorm.weight": "model-00005-of-00007.safetensors",
+        "model.layers.32.mlp.down_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.32.mlp.gate_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.32.mlp.up_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.32.post_attention_layernorm.weight": "model-00005-of-00007.safetensors",
+        "model.layers.32.self_attn.k_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.32.self_attn.o_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.32.self_attn.q_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.32.self_attn.v_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.33.input_layernorm.weight": "model-00005-of-00007.safetensors",
+        "model.layers.33.mlp.down_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.33.mlp.gate_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.33.mlp.up_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.33.post_attention_layernorm.weight": "model-00005-of-00007.safetensors",
+        "model.layers.33.self_attn.k_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.33.self_attn.o_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.33.self_attn.q_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.33.self_attn.v_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.34.input_layernorm.weight": "model-00006-of-00007.safetensors",
+        "model.layers.34.mlp.down_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.34.mlp.gate_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.34.mlp.up_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.34.post_attention_layernorm.weight": "model-00006-of-00007.safetensors",
+        "model.layers.34.self_attn.k_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.34.self_attn.o_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.34.self_attn.q_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.34.self_attn.v_proj.weight": "model-00005-of-00007.safetensors",
+        "model.layers.35.input_layernorm.weight": "model-00006-of-00007.safetensors",
+        "model.layers.35.mlp.down_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.35.mlp.gate_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.35.mlp.up_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.35.post_attention_layernorm.weight": "model-00006-of-00007.safetensors",
+        "model.layers.35.self_attn.k_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.35.self_attn.o_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.35.self_attn.q_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.35.self_attn.v_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.36.input_layernorm.weight": "model-00006-of-00007.safetensors",
+        "model.layers.36.mlp.down_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.36.mlp.gate_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.36.mlp.up_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.36.post_attention_layernorm.weight": "model-00006-of-00007.safetensors",
+        "model.layers.36.self_attn.k_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.36.self_attn.o_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.36.self_attn.q_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.36.self_attn.v_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.37.input_layernorm.weight": "model-00006-of-00007.safetensors",
+        "model.layers.37.mlp.down_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.37.mlp.gate_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.37.mlp.up_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.37.post_attention_layernorm.weight": "model-00006-of-00007.safetensors",
+        "model.layers.37.self_attn.k_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.37.self_attn.o_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.37.self_attn.q_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.37.self_attn.v_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.38.input_layernorm.weight": "model-00006-of-00007.safetensors",
+        "model.layers.38.mlp.down_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.38.mlp.gate_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.38.mlp.up_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.38.post_attention_layernorm.weight": "model-00006-of-00007.safetensors",
+        "model.layers.38.self_attn.k_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.38.self_attn.o_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.38.self_attn.q_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.38.self_attn.v_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.39.input_layernorm.weight": "model-00006-of-00007.safetensors",
+        "model.layers.39.mlp.down_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.39.mlp.gate_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.39.mlp.up_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.39.post_attention_layernorm.weight": "model-00006-of-00007.safetensors",
+        "model.layers.39.self_attn.k_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.39.self_attn.o_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.39.self_attn.q_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.39.self_attn.v_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.4.input_layernorm.weight": "model-00001-of-00007.safetensors",
+        "model.layers.4.mlp.down_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.4.mlp.gate_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.4.mlp.up_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.4.post_attention_layernorm.weight": "model-00001-of-00007.safetensors",
+        "model.layers.4.self_attn.k_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.4.self_attn.o_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.4.self_attn.q_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.4.self_attn.v_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.40.input_layernorm.weight": "model-00006-of-00007.safetensors",
+        "model.layers.40.mlp.down_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.40.mlp.gate_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.40.mlp.up_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.40.post_attention_layernorm.weight": "model-00006-of-00007.safetensors",
+        "model.layers.40.self_attn.k_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.40.self_attn.o_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.40.self_attn.q_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.40.self_attn.v_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.41.input_layernorm.weight": "model-00007-of-00007.safetensors",
+        "model.layers.41.mlp.down_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.41.mlp.gate_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.41.mlp.up_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.41.post_attention_layernorm.weight": "model-00007-of-00007.safetensors",
+        "model.layers.41.self_attn.k_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.41.self_attn.o_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.41.self_attn.q_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.41.self_attn.v_proj.weight": "model-00006-of-00007.safetensors",
+        "model.layers.42.input_layernorm.weight": "model-00007-of-00007.safetensors",
+        "model.layers.42.mlp.down_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.42.mlp.gate_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.42.mlp.up_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.42.post_attention_layernorm.weight": "model-00007-of-00007.safetensors",
+        "model.layers.42.self_attn.k_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.42.self_attn.o_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.42.self_attn.q_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.42.self_attn.v_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.43.input_layernorm.weight": "model-00007-of-00007.safetensors",
+        "model.layers.43.mlp.down_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.43.mlp.gate_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.43.mlp.up_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.43.post_attention_layernorm.weight": "model-00007-of-00007.safetensors",
+        "model.layers.43.self_attn.k_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.43.self_attn.o_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.43.self_attn.q_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.43.self_attn.v_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.44.input_layernorm.weight": "model-00007-of-00007.safetensors",
+        "model.layers.44.mlp.down_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.44.mlp.gate_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.44.mlp.up_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.44.post_attention_layernorm.weight": "model-00007-of-00007.safetensors",
+        "model.layers.44.self_attn.k_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.44.self_attn.o_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.44.self_attn.q_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.44.self_attn.v_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.45.input_layernorm.weight": "model-00007-of-00007.safetensors",
+        "model.layers.45.mlp.down_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.45.mlp.gate_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.45.mlp.up_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.45.post_attention_layernorm.weight": "model-00007-of-00007.safetensors",
+        "model.layers.45.self_attn.k_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.45.self_attn.o_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.45.self_attn.q_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.45.self_attn.v_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.46.input_layernorm.weight": "model-00007-of-00007.safetensors",
+        "model.layers.46.mlp.down_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.46.mlp.gate_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.46.mlp.up_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.46.post_attention_layernorm.weight": "model-00007-of-00007.safetensors",
+        "model.layers.46.self_attn.k_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.46.self_attn.o_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.46.self_attn.q_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.46.self_attn.v_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.47.input_layernorm.weight": "model-00007-of-00007.safetensors",
+        "model.layers.47.mlp.down_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.47.mlp.gate_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.47.mlp.up_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.47.post_attention_layernorm.weight": "model-00007-of-00007.safetensors",
+        "model.layers.47.self_attn.k_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.47.self_attn.o_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.47.self_attn.q_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.47.self_attn.v_proj.weight": "model-00007-of-00007.safetensors",
+        "model.layers.5.input_layernorm.weight": "model-00001-of-00007.safetensors",
+        "model.layers.5.mlp.down_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.5.mlp.gate_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.5.mlp.up_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.5.post_attention_layernorm.weight": "model-00001-of-00007.safetensors",
+        "model.layers.5.self_attn.k_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.5.self_attn.o_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.5.self_attn.q_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.5.self_attn.v_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.6.input_layernorm.weight": "model-00002-of-00007.safetensors",
+        "model.layers.6.mlp.down_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.6.mlp.gate_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.6.mlp.up_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.6.post_attention_layernorm.weight": "model-00002-of-00007.safetensors",
+        "model.layers.6.self_attn.k_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.6.self_attn.o_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.6.self_attn.q_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.6.self_attn.v_proj.weight": "model-00001-of-00007.safetensors",
+        "model.layers.7.input_layernorm.weight": "model-00002-of-00007.safetensors",
+        "model.layers.7.mlp.down_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.7.mlp.gate_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.7.mlp.up_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.7.post_attention_layernorm.weight": "model-00002-of-00007.safetensors",
+        "model.layers.7.self_attn.k_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.7.self_attn.o_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.7.self_attn.q_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.7.self_attn.v_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.8.input_layernorm.weight": "model-00002-of-00007.safetensors",
+        "model.layers.8.mlp.down_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.8.mlp.gate_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.8.mlp.up_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.8.post_attention_layernorm.weight": "model-00002-of-00007.safetensors",
+        "model.layers.8.self_attn.k_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.8.self_attn.o_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.8.self_attn.q_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.8.self_attn.v_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.9.input_layernorm.weight": "model-00002-of-00007.safetensors",
+        "model.layers.9.mlp.down_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.9.mlp.gate_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.9.mlp.up_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.9.post_attention_layernorm.weight": "model-00002-of-00007.safetensors",
+        "model.layers.9.self_attn.k_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.9.self_attn.o_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.9.self_attn.q_proj.weight": "model-00002-of-00007.safetensors",
+        "model.layers.9.self_attn.v_proj.weight": "model-00002-of-00007.safetensors",
+        "model.norm.weight": "model-00007-of-00007.safetensors"
+    }
+}

2.8/output-00001-of-00002.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c66c6de11f3c470754ed6896a579304456005ce32625d0a9a90e4dd575223177
+size 8534610096

2.8/output-00002-of-00002.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd57b5ce0311d1b59602f8697cb6a86b0d2dc4fde939973d39393afa7e06a3ee
+size 3897009536

2.8/special_tokens_map.json

@@ -0,0 +1 @@
+../special_tokens_map.json

2.8/tokenizer.model

@@ -0,0 +1 @@
+../tokenizer.model

2.8/tokenizer_config.json

@@ -0,0 +1 @@
+../tokenizer_config.json

README.md

@@ -20,9 +20,9 @@ exllamav2 [commit](https://github.com/turboderp/exllamav2/commit/31f31e1b08eeccf
 | BPW (hb=8)  | Human-Eval  | Evol-Ins PPL | Wiki PPL   | File Size (Gb) | 
 | ----------- | ----------- | ------------ | ---------- | -------------- |
 |  2.55       | 0.402439    | 2.0944       | 18.9843    |   10.62        |
+|  2.8        | 0.634146    | 2.0814       | 17.6326    |   11.58        |
 |  3.0        | 0.664634    | 2.0600       | 11.2096    |   12.36        |
 |  4.625      | 0.701219    | 2.0401       | 6.7243     |   18.63        |
-|  5.0        | 0.670731    | 2.0391       | 6.6956     |   20.09        |
 
 ## Datasets used for calibration and PPL measurement
  
@@ -52,6 +52,12 @@ test_inference.py -m ${MODEL_DIR_EXL} -ed ${PPL_DATASET}
 
 For the point of reference, Phind says that the original model achieves **73.8** Human-Eval score.
 
+Samples for the Human-Eval scores of EXL2 quants were generated with [exl2.human-eval.py](https://github.com/epicfilemcnulty/llm-tools/blob/main/eval/exl2.human-eval.py)
+script:
+```
+python exl2.human-eval.py -m ${MODEL_DIR_EXL2} -c 4096 -o ${BPW}-samples.jsonl
+```
+
 Unfortunately, FP16/INT8 weights of this model won't fit on my RTX 4090, but FP16 quantized to NF4 fits,
 so I generated samples with [tf.human-eval.py](https://github.com/epicfilemcnulty/llm-tools/blob/main/eval/tf.human-eval.py) script:
 ```
@@ -60,8 +66,5 @@ python tf.human-eval.py -m ${MODEL_DIR_FP16} -o nf4-samples.jsonl
 
 NF4 variant gives us **0.70731707**
 
-Samples for the Human-Eval scores of EXL2 quants were generated with [exl2.human-eval.py](https://github.com/epicfilemcnulty/llm-tools/blob/main/eval/exl2.human-eval.py)
-script like this:
-```
-python exl2.human-eval.py -m ${MODEL_DIR_EXL2} -c 4096 -o ${BPW}-samples.jsonl
-```
+As another reference, [EXL2 3.2-bpw quant](https://huggingface.co/firelzrd/Phind-CodeLlama-34B-v2-exl2/tree/3_2-bpw) of this model by [firelzrd](https://huggingface.co/firelzrd)
+yields **0.609756** Human-Eval score.