Instructions to use aruboi/llama-32-11b-vlm_peft_output33 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use aruboi/llama-32-11b-vlm_peft_output33 with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
Model save
Browse files- README.md +19 -9
- adapter_config.json +6 -11
- adapter_model.bin +2 -2
README.md
CHANGED
|
@@ -16,7 +16,7 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 16 |
|
| 17 |
This model is a fine-tuned version of [meta-llama/Llama-3.2-11B-Vision](https://huggingface.co/meta-llama/Llama-3.2-11B-Vision) on the None dataset.
|
| 18 |
It achieves the following results on the evaluation set:
|
| 19 |
-
- Loss: 1.
|
| 20 |
|
| 21 |
## Model description
|
| 22 |
|
|
@@ -48,18 +48,28 @@ The following hyperparameters were used during training:
|
|
| 48 |
|
| 49 |
| Training Loss | Epoch | Step | Validation Loss |
|
| 50 |
|:-------------:|:-----:|:----:|:---------------:|
|
| 51 |
-
| 1.
|
| 52 |
-
| 1.
|
| 53 |
-
|
|
| 54 |
-
|
|
| 55 |
-
| 1.
|
| 56 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 57 |
|
| 58 |
|
| 59 |
### Framework versions
|
| 60 |
|
| 61 |
-
- PEFT 0.
|
| 62 |
-
- Transformers 4.
|
| 63 |
- Pytorch 2.7.0a0+7c8ec84dab.nv25.03
|
| 64 |
- Datasets 3.5.0
|
| 65 |
- Tokenizers 0.21.1
|
|
|
|
| 16 |
|
| 17 |
This model is a fine-tuned version of [meta-llama/Llama-3.2-11B-Vision](https://huggingface.co/meta-llama/Llama-3.2-11B-Vision) on the None dataset.
|
| 18 |
It achieves the following results on the evaluation set:
|
| 19 |
+
- Loss: 1.3393
|
| 20 |
|
| 21 |
## Model description
|
| 22 |
|
|
|
|
| 48 |
|
| 49 |
| Training Loss | Epoch | Step | Validation Loss |
|
| 50 |
|:-------------:|:-----:|:----:|:---------------:|
|
| 51 |
+
| 1.873 | 0.1 | 5 | 1.6084 |
|
| 52 |
+
| 1.6055 | 0.2 | 10 | 1.5360 |
|
| 53 |
+
| 2.0931 | 0.3 | 15 | 1.4717 |
|
| 54 |
+
| 1.3995 | 0.4 | 20 | 1.4390 |
|
| 55 |
+
| 1.4799 | 0.5 | 25 | 1.4170 |
|
| 56 |
+
| 1.2999 | 0.6 | 30 | 1.3999 |
|
| 57 |
+
| 1.6356 | 0.7 | 35 | 1.3855 |
|
| 58 |
+
| 1.3253 | 0.8 | 40 | 1.3713 |
|
| 59 |
+
| 1.4132 | 0.9 | 45 | 1.3630 |
|
| 60 |
+
| 1.4824 | 1.0 | 50 | 1.3557 |
|
| 61 |
+
| 1.0958 | 1.1 | 55 | 1.3478 |
|
| 62 |
+
| 1.3437 | 1.2 | 60 | 1.3490 |
|
| 63 |
+
| 1.3517 | 1.3 | 65 | 1.3459 |
|
| 64 |
+
| 1.0089 | 1.4 | 70 | 1.3415 |
|
| 65 |
+
| 1.1556 | 1.5 | 75 | 1.3369 |
|
| 66 |
+
| 1.3741 | 1.6 | 80 | 1.3393 |
|
| 67 |
|
| 68 |
|
| 69 |
### Framework versions
|
| 70 |
|
| 71 |
+
- PEFT 0.10.0
|
| 72 |
+
- Transformers 4.47.0
|
| 73 |
- Pytorch 2.7.0a0+7c8ec84dab.nv25.03
|
| 74 |
- Datasets 3.5.0
|
| 75 |
- Tokenizers 0.21.1
|
adapter_config.json
CHANGED
|
@@ -6,9 +6,6 @@
|
|
| 6 |
},
|
| 7 |
"base_model_name_or_path": "meta-llama/Llama-3.2-11B-Vision",
|
| 8 |
"bias": "none",
|
| 9 |
-
"corda_config": null,
|
| 10 |
-
"eva_config": null,
|
| 11 |
-
"exclude_modules": null,
|
| 12 |
"fan_in_fan_out": false,
|
| 13 |
"inference_mode": true,
|
| 14 |
"init_lora_weights": "gaussian",
|
|
@@ -17,7 +14,6 @@
|
|
| 17 |
"layers_to_transform": null,
|
| 18 |
"loftq_config": {},
|
| 19 |
"lora_alpha": 16,
|
| 20 |
-
"lora_bias": false,
|
| 21 |
"lora_dropout": 0.1,
|
| 22 |
"megatron_config": null,
|
| 23 |
"megatron_core": "megatron.core",
|
|
@@ -27,20 +23,19 @@
|
|
| 27 |
"rank_pattern": {},
|
| 28 |
"revision": null,
|
| 29 |
"target_modules": [
|
| 30 |
-
"
|
| 31 |
"mlp.up_proj",
|
| 32 |
"self_attn.k_proj",
|
| 33 |
-
"self_attn.q_proj",
|
| 34 |
"cross_attn.q_proj",
|
| 35 |
-
"self_attn.
|
| 36 |
"mlp.down_proj",
|
| 37 |
-
"
|
| 38 |
-
"
|
| 39 |
"cross_attn.k_proj",
|
| 40 |
-
"
|
|
|
|
| 41 |
],
|
| 42 |
"task_type": null,
|
| 43 |
-
"trainable_token_indices": null,
|
| 44 |
"use_dora": true,
|
| 45 |
"use_rslora": false
|
| 46 |
}
|
|
|
|
| 6 |
},
|
| 7 |
"base_model_name_or_path": "meta-llama/Llama-3.2-11B-Vision",
|
| 8 |
"bias": "none",
|
|
|
|
|
|
|
|
|
|
| 9 |
"fan_in_fan_out": false,
|
| 10 |
"inference_mode": true,
|
| 11 |
"init_lora_weights": "gaussian",
|
|
|
|
| 14 |
"layers_to_transform": null,
|
| 15 |
"loftq_config": {},
|
| 16 |
"lora_alpha": 16,
|
|
|
|
| 17 |
"lora_dropout": 0.1,
|
| 18 |
"megatron_config": null,
|
| 19 |
"megatron_core": "megatron.core",
|
|
|
|
| 23 |
"rank_pattern": {},
|
| 24 |
"revision": null,
|
| 25 |
"target_modules": [
|
| 26 |
+
"cross_attn.o_proj",
|
| 27 |
"mlp.up_proj",
|
| 28 |
"self_attn.k_proj",
|
|
|
|
| 29 |
"cross_attn.q_proj",
|
| 30 |
+
"self_attn.o_proj",
|
| 31 |
"mlp.down_proj",
|
| 32 |
+
"self_attn.q_proj",
|
| 33 |
+
"self_attn.v_proj",
|
| 34 |
"cross_attn.k_proj",
|
| 35 |
+
"cross_attn.v_proj",
|
| 36 |
+
"mlp.gate_proj"
|
| 37 |
],
|
| 38 |
"task_type": null,
|
|
|
|
| 39 |
"use_dora": true,
|
| 40 |
"use_rslora": false
|
| 41 |
}
|
adapter_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8c1e8333039ac6a46a8a0ebb67e019666d2cbec5332287dc5762948d4bff362e
|
| 3 |
+
size 63333173
|