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RichardErkhov/
Supersaiyan1729_-_financeLM_outputpath_Named_Entity_Recognition__25_gpt2small-gguf

Name: Supersaiyan1729_-_financeLM_outputpath_Named_Entity_Recognition__25_gpt2small-gguf
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financeLM_outputpath_Named_Entity_Recognition__25_gpt2small - GGUF

Model creator: https://huggingface.co/Supersaiyan1729/
Original model: https://huggingface.co/Supersaiyan1729/financeLM_outputpath_Named_Entity_Recognition__25_gpt2small/

Name	Quant method	Size
financeLM_outputpath_Named_Entity_Recognition__25_gpt2small.Q2_K.gguf	Q2_K	0.08GB
financeLM_outputpath_Named_Entity_Recognition__25_gpt2small.IQ3_XS.gguf	IQ3_XS	0.08GB
financeLM_outputpath_Named_Entity_Recognition__25_gpt2small.IQ3_S.gguf	IQ3_S	0.08GB
financeLM_outputpath_Named_Entity_Recognition__25_gpt2small.Q3_K_S.gguf	Q3_K_S	0.08GB
financeLM_outputpath_Named_Entity_Recognition__25_gpt2small.IQ3_M.gguf	IQ3_M	0.09GB
financeLM_outputpath_Named_Entity_Recognition__25_gpt2small.Q3_K.gguf	Q3_K	0.09GB
financeLM_outputpath_Named_Entity_Recognition__25_gpt2small.Q3_K_M.gguf	Q3_K_M	0.09GB
financeLM_outputpath_Named_Entity_Recognition__25_gpt2small.Q3_K_L.gguf	Q3_K_L	0.1GB
financeLM_outputpath_Named_Entity_Recognition__25_gpt2small.IQ4_XS.gguf	IQ4_XS	0.1GB
financeLM_outputpath_Named_Entity_Recognition__25_gpt2small.Q4_0.gguf	Q4_0	0.1GB
financeLM_outputpath_Named_Entity_Recognition__25_gpt2small.IQ4_NL.gguf	IQ4_NL	0.1GB
financeLM_outputpath_Named_Entity_Recognition__25_gpt2small.Q4_K_S.gguf	Q4_K_S	0.1GB
financeLM_outputpath_Named_Entity_Recognition__25_gpt2small.Q4_K.gguf	Q4_K	0.11GB
financeLM_outputpath_Named_Entity_Recognition__25_gpt2small.Q4_K_M.gguf	Q4_K_M	0.11GB
financeLM_outputpath_Named_Entity_Recognition__25_gpt2small.Q4_1.gguf	Q4_1	0.11GB
financeLM_outputpath_Named_Entity_Recognition__25_gpt2small.Q5_0.gguf	Q5_0	0.11GB
financeLM_outputpath_Named_Entity_Recognition__25_gpt2small.Q5_K_S.gguf	Q5_K_S	0.11GB
financeLM_outputpath_Named_Entity_Recognition__25_gpt2small.Q5_K.gguf	Q5_K	0.12GB
financeLM_outputpath_Named_Entity_Recognition__25_gpt2small.Q5_K_M.gguf	Q5_K_M	0.12GB
financeLM_outputpath_Named_Entity_Recognition__25_gpt2small.Q5_1.gguf	Q5_1	0.12GB
financeLM_outputpath_Named_Entity_Recognition__25_gpt2small.Q6_K.gguf	Q6_K	0.13GB
financeLM_outputpath_Named_Entity_Recognition__25_gpt2small.Q8_0.gguf	Q8_0	0.17GB

Original model description:

license: mit base_model: openai-community/gpt2 tags:

generated_from_trainer model-index:
name: financeLM_outputpath_Named_Entity_Recognition__25 results: []

financeLM_outputpath_Named_Entity_Recognition__25

This model is a fine-tuned version of openai-community/gpt2 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.4197

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: 0.0001
train_batch_size: 4
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.03
num_epochs: 25

Training results

Training Loss	Epoch	Step	Validation Loss
1.4626	1.0	79	0.8903
0.5584	2.0	158	0.8643
0.475	3.0	237	0.8847
0.4189	4.0	316	0.9137
0.3638	5.0	395	0.9503
0.3165	6.0	474	1.0050
0.2808	7.0	553	1.0548
0.245	8.0	632	1.1044
0.2139	9.0	711	1.1267
0.1863	10.0	790	1.1825
0.163	11.0	869	1.2317
0.1444	12.0	948	1.2644
0.1285	13.0	1027	1.2872
0.1145	14.0	1106	1.3196
0.1047	15.0	1185	1.3310
0.0961	16.0	1264	1.3431
0.0888	17.0	1343	1.3495
0.0832	18.0	1422	1.3685
0.078	19.0	1501	1.3946
0.0747	20.0	1580	1.3961
0.0716	21.0	1659	1.3997
0.0691	22.0	1738	1.4063
0.0673	23.0	1817	1.4143
0.0653	24.0	1896	1.4201
0.0652	25.0	1975	1.4197

Framework versions

Transformers 4.35.0
Pytorch 2.1.2+cu121
Datasets 2.14.5
Tokenizers 0.14.1

RichardErkhov/Supersaiyan1729_-_financeLM_outputpath_Named_Entity_Recognition__25_gpt2small-gguf

Original model description:

financeLM_outputpath_Named_Entity_Recognition__25

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

RichardErkhov/
Supersaiyan1729_-_financeLM_outputpath_Named_Entity_Recognition__25_gpt2small-gguf