End of training

README.md

@@ -14,7 +14,12 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [NousResearch/Llama-2-7b-hf](https://huggingface.co/NousResearch/Llama-2-7b-hf) on the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 1.6080
+- eval_loss: nan
+- eval_runtime: 1296.5217
+- eval_samples_per_second: 8.944
+- eval_steps_per_second: 8.944
+- epoch: 1.0
+- step: 11582
 
 ## Model description
 
@@ -42,23 +47,7 @@ The following hyperparameters were used during training:
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: cosine
 - lr_scheduler_warmup_ratio: 0.1
-- num_epochs: 10
-
-### Training results
-
-| Training Loss | Epoch | Step | Validation Loss |
-|:-------------:|:-----:|:----:|:---------------:|
-| 1.3521        | 1.0   | 446  | 1.2259          |
-| 1.4185        | 2.0   | 892  | 1.2080          |
-| 1.1195        | 3.0   | 1338 | 1.2291          |
-| 0.9606        | 4.0   | 1784 | 1.2634          |
-| 0.7691        | 5.0   | 2230 | 1.3193          |
-| 0.8449        | 6.0   | 2676 | 1.3843          |
-| 0.6701        | 7.0   | 3122 | 1.4593          |
-| 0.5451        | 8.0   | 3568 | 1.5175          |
-| 0.5712        | 9.0   | 4014 | 1.5782          |
-| 0.6186        | 10.0  | 4460 | 1.6080          |
-
+- num_epochs: 5
 
 ### Framework versions
 

adapter_config.json

@@ -9,13 +9,13 @@
   "layers_pattern": null,
   "layers_to_transform": null,
   "loftq_config": {},
-  "lora_alpha": 16,
-  "lora_dropout": 0.1,
+  "lora_alpha": 32,
+  "lora_dropout": 0.05,
   "megatron_config": null,
   "megatron_core": "megatron.core",
   "modules_to_save": null,
   "peft_type": "LORA",
-  "r": 64,
+  "r": 128,
   "rank_pattern": {},
   "revision": null,
   "target_modules": [

adapter_model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:38d4c7e4976530645c3d96d4739e738b02537be8a868e692bd44a4659554ee1c
-size 658572432
+oid sha256:39bb5ff40fb1a833688cb9458739b47bd30dafc28a706be30cce8c4357798b80
+size 792790392

runs/Feb10_17-28-39_9c0684bcaa91/events.out.tfevents.1707587399.9c0684bcaa91.1292.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:95e3b61b1d57ce1a5e0502fd84640a058c9d35169e21e67ad35292cfbd882530
+size 375257

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:146638f5064ba9c0748466dcd090040760ad8bd5d7427ef2cd516d26ae18adc7
+oid sha256:995a91515bd01af34d2d7953bd1ab8f5a00cef4a169327f3e6b3ba1a020e2aee
 size 4600