second model

README.md

@@ -7,18 +7,18 @@ tags:
 - generated_from_trainer
 base_model: stabilityai/stablelm-3b-4e1t
 model-index:
-- name: mehdi-finetuned
+- name: persian-stablelm
   results: []
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 should probably proofread and complete it, then remove this comment. -->
 
-# mehdi-finetuned
+# persian-stablelm
 
 This model is a fine-tuned version of [stabilityai/stablelm-3b-4e1t](https://huggingface.co/stabilityai/stablelm-3b-4e1t) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 3.8367
+- Loss: 4.2700
 
 ## Model description
 
@@ -49,7 +49,11 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss |
 |:-------------:|:-----:|:----:|:---------------:|
-| 4.1078        | 1.0   | 553  | 3.8367          |
+| 4.7338        | 0.18  | 100  | 4.5703          |
+| 4.6391        | 0.36  | 200  | 4.4094          |
+| 4.8127        | 0.54  | 300  | 4.3277          |
+| 4.5393        | 0.72  | 400  | 4.2797          |
+| 4.29          | 0.9   | 500  | 4.2700          |
 
 
 ### Framework versions

adapter_config.json

@@ -15,15 +15,235 @@
   "megatron_core": "megatron.core",
   "modules_to_save": null,
   "peft_type": "LORA",
-  "r": 32,
+  "r": 64,
   "rank_pattern": {},
   "revision": null,
   "target_modules": [
+    "layers.13.self_attn.o_proj",
+    "layers.27.mlp.up_proj",
+    "layers.31.self_attn.q_proj",
+    "layers.24.self_attn.q_proj",
+    "layers.10.self_attn.v_proj",
+    "layers.24.mlp.down_proj",
+    "layers.22.mlp.down_proj",
+    "layers.4.self_attn.q_proj",
+    "layers.25.mlp.down_proj",
+    "layers.1.mlp.up_proj",
+    "layers.10.mlp.gate_proj",
+    "layers.0.self_attn.v_proj",
+    "layers.18.mlp.gate_proj",
+    "layers.22.mlp.gate_proj",
+    "layers.3.self_attn.q_proj",
+    "layers.11.mlp.gate_proj",
+    "layers.21.self_attn.q_proj",
+    "layers.8.mlp.gate_proj",
+    "layers.14.self_attn.q_proj",
+    "layers.28.mlp.gate_proj",
+    "layers.1.self_attn.v_proj",
+    "layers.15.mlp.up_proj",
+    "layers.25.self_attn.v_proj",
+    "layers.23.self_attn.o_proj",
+    "layers.19.mlp.gate_proj",
+    "layers.1.self_attn.k_proj",
+    "layers.1.mlp.down_proj",
+    "layers.13.mlp.down_proj",
+    "layers.23.mlp.up_proj",
+    "layers.6.self_attn.o_proj",
+    "layers.27.self_attn.v_proj",
+    "layers.13.self_attn.k_proj",
+    "layers.11.mlp.up_proj",
+    "layers.5.mlp.up_proj",
+    "layers.29.mlp.down_proj",
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+    "layers.17.self_attn.v_proj",
+    "layers.23.self_attn.v_proj",
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+    "layers.0.mlp.down_proj",
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     "embed_tokens",
-    "o_proj",
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   ],
   "task_type": "CAUSAL_LM",
   "use_rslora": false

adapter_model.safetensors

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runs/Feb02_11-13-39_e38b76366d3e/events.out.tfevents.1706872425.e38b76366d3e.1538.0

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runs/Feb02_11-20-57_e38b76366d3e/events.out.tfevents.1706872861.e38b76366d3e.4468.0

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runs/Feb02_11-25-49_e38b76366d3e/events.out.tfevents.1706873152.e38b76366d3e.5910.0

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tokenizer.json

@@ -2,7 +2,7 @@
   "version": "1.0",
   "truncation": {
     "direction": "Right",
-    "max_length": 64,
+    "max_length": 48,
     "strategy": "LongestFirst",
     "stride": 0
   },

training_args.bin

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