You can deploy this model and start earning money today!

YieldInc/
aiql01

Name: aiql01
Rating: 2.5 (9 reviews)

transformers

llama

text-generation

generated_from_trainer

NousResearch/Llama-2-7b-chat-hf

Views

No views yet

aiql01

This model is a fine-tuned version of NousResearch/Llama-2-7b-chat-hf on the Agent Instruct dataset. It achieves the following results on the evaluation set:

Loss: 0.3156

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 0.0002
train_batch_size: 2
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 10
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss
0.5579	0.09	20	0.6611
0.3651	0.18	40	0.4642
0.3704	0.26	60	0.3942
0.3868	0.35	80	0.3672
0.2843	0.44	100	0.3513
0.2535	0.53	120	0.3479
0.3797	0.61	140	0.3406
0.3702	0.7	160	0.3347
0.2986	0.79	180	0.3345
0.2952	0.88	200	0.3249
0.2109	0.96	220	0.3272
0.2744	1.05	240	0.3275
0.1762	1.14	260	0.3249
0.28	1.23	280	0.3247
0.2997	1.31	300	0.3263
0.2115	1.4	320	0.3212
0.252	1.49	340	0.3229
0.2687	1.58	360	0.3246
0.1996	1.66	380	0.3205
0.2227	1.75	400	0.3164
0.5474	1.84	420	0.3145
0.2224	1.93	440	0.3121
0.3695	2.02	460	0.3129
0.1738	2.1	480	0.3182
0.1299	2.19	500	0.3178
0.2314	2.28	520	0.3159
0.2391	2.37	540	0.3179
0.2131	2.45	560	0.3178
0.1541	2.54	580	0.3154
0.2768	2.63	600	0.3153
0.1362	2.72	620	0.3155
0.2494	2.8	640	0.3157
0.1641	2.89	660	0.3154
0.1397	2.98	680	0.3156

Framework versions

Transformers 4.34.1
Pytorch 2.0.1+cu118
Datasets 2.14.6
Tokenizers 0.14.1

YieldInc/aiql01

aiql01

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

YieldInc/
aiql01