Narkantak/phi3-Intent-entity-Classifier-Ashuv2

README.md

@@ -16,7 +16,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [microsoft/Phi-3-mini-128k-instruct](https://huggingface.co/microsoft/Phi-3-mini-128k-instruct) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.5929
+- Loss: 0.4364
 
 ## Model description
 
@@ -51,32 +51,36 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss |
 |:-------------:|:-----:|:----:|:---------------:|
-| 3.5322        | 0.86  | 3    | 2.4221          |
-| 1.7321        | 2.0   | 7    | 1.6896          |
-| 1.8073        | 2.86  | 10   | 1.3296          |
-| 0.9839        | 4.0   | 14   | 0.8705          |
-| 0.8891        | 4.86  | 17   | 0.6266          |
-| 0.4628        | 6.0   | 21   | 0.4525          |
-| 0.498         | 6.86  | 24   | 0.4093          |
-| 0.3318        | 8.0   | 28   | 0.3812          |
-| 0.396         | 8.86  | 31   | 0.3742          |
-| 0.2809        | 10.0  | 35   | 0.3603          |
-| 0.3487        | 10.86 | 38   | 0.3563          |
-| 0.2479        | 12.0  | 42   | 0.3621          |
-| 0.3085        | 12.86 | 45   | 0.3734          |
-| 0.2225        | 14.0  | 49   | 0.3733          |
-| 0.2716        | 14.86 | 52   | 0.3888          |
-| 0.1899        | 16.0  | 56   | 0.4287          |
-| 0.2319        | 16.86 | 59   | 0.4375          |
-| 0.1594        | 18.0  | 63   | 0.4491          |
-| 0.1928        | 18.86 | 66   | 0.4811          |
-| 0.1307        | 20.0  | 70   | 0.5047          |
-| 0.1577        | 20.86 | 73   | 0.5184          |
-| 0.1077        | 22.0  | 77   | 0.5539          |
-| 0.1333        | 22.86 | 80   | 0.5708          |
-| 0.0922        | 24.0  | 84   | 0.5795          |
-| 0.1167        | 24.86 | 87   | 0.5875          |
-| 0.0818        | 25.71 | 90   | 0.5929          |
+| 2.8501        | 1.0   | 3    | 2.2605          |
+| 2.1387        | 2.0   | 6    | 1.7344          |
+| 1.5826        | 3.0   | 9    | 1.3666          |
+| 1.2187        | 4.0   | 12   | 1.0485          |
+| 0.8879        | 5.0   | 15   | 0.7558          |
+| 0.6134        | 6.0   | 18   | 0.5396          |
+| 0.4343        | 7.0   | 21   | 0.4304          |
+| 0.3557        | 8.0   | 24   | 0.3943          |
+| 0.3205        | 9.0   | 27   | 0.3689          |
+| 0.2947        | 10.0  | 30   | 0.3580          |
+| 0.2727        | 11.0  | 33   | 0.3371          |
+| 0.2506        | 12.0  | 36   | 0.3361          |
+| 0.2291        | 13.0  | 39   | 0.3342          |
+| 0.2098        | 14.0  | 42   | 0.3332          |
+| 0.1911        | 15.0  | 45   | 0.3446          |
+| 0.1761        | 16.0  | 48   | 0.3334          |
+| 0.159         | 17.0  | 51   | 0.3453          |
+| 0.1399        | 18.0  | 54   | 0.3540          |
+| 0.124         | 19.0  | 57   | 0.3631          |
+| 0.1123        | 20.0  | 60   | 0.3636          |
+| 0.0992        | 21.0  | 63   | 0.3778          |
+| 0.0862        | 22.0  | 66   | 0.3862          |
+| 0.0783        | 23.0  | 69   | 0.3966          |
+| 0.0704        | 24.0  | 72   | 0.4072          |
+| 0.0627        | 25.0  | 75   | 0.4178          |
+| 0.0582        | 26.0  | 78   | 0.4200          |
+| 0.0553        | 27.0  | 81   | 0.4283          |
+| 0.0521        | 28.0  | 84   | 0.4338          |
+| 0.0505        | 29.0  | 87   | 0.4366          |
+| 0.0494        | 30.0  | 90   | 0.4364          |
 
 
 ### Framework versions

adapter_config.json

@@ -1,7 +1,7 @@
 {
   "alpha_pattern": {},
   "auto_mapping": null,
-  "base_model_name_or_path": "microsoft/Phi-3-mini-128k-instruct",
+  "base_model_name_or_path": null,
   "bias": "none",
   "fan_in_fan_out": false,
   "inference_mode": true,
@@ -20,8 +20,8 @@
   "rank_pattern": {},
   "revision": null,
   "target_modules": [
-    "qkv_proj",
-    "o_proj"
+    "o_proj",
+    "qkv_proj"
   ],
   "task_type": "CAUSAL_LM",
   "use_dora": false,

adapter_model.safetensors

@@ -1,3 +1,3 @@
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runs/Apr30_13-43-08_fde755c1ca53/events.out.tfevents.1714484590.fde755c1ca53.34.0

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training_args.bin

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wandb/debug.log

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wandb/run-20240430_134330-p3yujlfg/files/requirements.txt

@@ -0,0 +1,868 @@
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