chess-gpt2-uci-12x12x768

austindavis/chess-gpt2-uci-12x12x768

chess-gpt2-uci-12x12x768 is a text generation model from austindavis. Use it when you need the model to write or continue text. It is set up for transformers.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Text Generation
Library: transformers
Model type: gpt2
Access: Public
Created: May 19, 2024
Updated: May 1, 2025
SHA: 368c046f

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Model card

From the Hugging Face model README

gpt2-lichess-uci-202306-12x12

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

Loss: 0.8365

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: 6
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
1.3438	0.0036	15000	1.3198
1.2309	0.0072	30000	1.2102
1.1738	0.0108	45000	1.1595
1.1384	0.0144	60000	1.1267
1.115	0.0180	75000	1.0988
1.0937	0.0216	90000	1.0820
1.0786	0.0253	105000	1.0670
1.0649	0.0289	120000	1.0541
1.0546	0.0325	135000	1.0429
1.0446	0.0361	150000	1.0323
1.0388	0.0397	165000	1.0247
1.029	0.0433	180000	1.0184
1.022	0.0469	195000	1.0127
1.0144	0.0505	210000	1.0072
1.01	0.0541	225000	1.0008
1.0069	0.0577	240000	0.9964
1.0033	0.0613	255000	0.9928
0.9988	0.0649	270000	0.9867
0.9948	0.0685	285000	0.9836
0.9892	0.0722	300000	0.9803
0.9864	0.0758	315000	0.9764
0.9798	0.0794	330000	0.9733
0.9804	0.0830	345000	0.9713
0.9776	0.0866	360000	0.9684
0.9754	0.0902	375000	0.9656
0.9736	0.0938	390000	0.9639
0.9687	0.0974	405000	0.9609
0.9715	0.1010	420000	0.9592
0.9644	0.1046	435000	0.9581
0.9629	0.1082	450000	0.9550
0.9609	0.1118	465000	0.9544
0.9589	0.1154	480000	0.9511
0.9585	0.1190	495000	0.9493
0.9573	0.1227	510000	0.9491
0.9533	0.1263	525000	0.9473
0.9558	0.1299	540000	0.9453
0.9498	0.1335	555000	0.9434
0.9487	0.1371	570000	0.9415
0.9492	0.1407	585000	0.9411
0.9475	0.1443	600000	0.9390
0.9443	0.1479	615000	0.9387
0.9458	0.1515	630000	0.9372
0.9441	0.1551	645000	0.9358
0.9438	0.1587	660000	0.9350
0.9423	0.1623	675000	0.9341
0.9383	0.1659	690000	0.9321
0.9395	0.1696	705000	0.9314
0.9379	0.1732	720000	0.9301
0.9382	0.1768	735000	0.9289
0.9374	0.1804	750000	0.9284
0.9353	0.1840	765000	0.9278
0.9325	0.1876	780000	0.9270
0.932	0.1912	795000	0.9255
0.9289	0.1948	810000	0.9250
0.9324	0.1984	825000	0.9233
0.9303	0.2020	840000	0.9230
0.9297	0.2056	855000	0.9224
0.9279	0.2092	870000	0.9223
0.9298	0.2128	885000	0.9202
0.9252	0.2165	900000	0.9195
0.9259	0.2201	915000	0.9194
0.9255	0.2237	930000	0.9186
0.9231	0.2273	945000	0.9181
0.9258	0.2309	960000	0.9165
0.9214	0.2345	975000	0.9162
0.924	0.2381	990000	0.9161
0.9245	0.2417	1005000	0.9146
0.919	0.2453	1020000	0.9147
0.9202	0.2489	1035000	0.9133
0.92	0.2525	1050000	0.9125
0.9161	0.2561	1065000	0.9128
0.9174	0.2597	1080000	0.9123
0.9176	0.2634	1095000	0.9107
0.9177	0.2670	1110000	0.9097
0.9178	0.2706	1125000	0.9098
0.9144	0.2742	1140000	0.9085
0.916	0.2778	1155000	0.9091
0.913	0.2814	1170000	0.9088
0.9135	0.2850	1185000	0.9075
0.9145	0.2886	1200000	0.9059
0.9113	0.2922	1215000	0.9064
0.9121	0.2958	1230000	0.9060
0.9108	0.2994	1245000	0.9052
0.909	0.3030	1260000	0.9038
0.9127	0.3066	1275000	0.9040
0.9104	0.3103	1290000	0.9029
0.9097	0.3139	1305000	0.9036
0.9086	0.3175	1320000	0.9023
0.9078	0.3211	1335000	0.9016
0.9077	0.3247	1350000	0.9019
0.9058	0.3283	1365000	0.9010
0.9053	0.3319	1380000	0.9005
0.9069	0.3355	1395000	0.8995
0.9057	0.3391	1410000	0.8997
0.9037	0.3427	1425000	0.8988
0.9038	0.3463	1440000	0.8987
0.9029	0.3499	1455000	0.8979
0.9012	0.3535	1470000	0.8975
0.9003	0.3571	1485000	0.8977
0.9019	0.3608	1500000	0.8966
0.9018	0.3644	1515000	0.8964
0.9008	0.3680	1530000	0.8957
0.8997	0.3716	1545000	0.8951
0.8996	0.3752	1560000	0.8950
0.9	0.3788	1575000	0.8941
0.8989	0.3824	1590000	0.8934
0.8962	0.3860	1605000	0.8938
0.8962	0.3896	1620000	0.8936
0.8972	0.3932	1635000	0.8926
0.8985	0.3968	1650000	0.8915
0.8959	0.4004	1665000	0.8919
0.8966	0.4040	1680000	0.8911
0.8952	0.4077	1695000	0.8908
0.8949	0.4113	1710000	0.8897
0.8943	0.4149	1725000	0.8895
0.8921	0.4185	1740000	0.8892
0.8924	0.4221	1755000	0.8887
0.8926	0.4257	1770000	0.8880
0.8902	0.4293	1785000	0.8876
0.8931	0.4329	1800000	0.8871
0.8909	0.4365	1815000	0.8871
0.8904	0.4401	1830000	0.8863
0.8892	0.4437	1845000	0.8861
0.8886	0.4473	1860000	0.8854
0.8894	0.4509	1875000	0.8855
0.8908	0.4546	1890000	0.8852
0.8898	0.4582	1905000	0.8848
0.886	0.4618	1920000	0.8842
0.8855	0.4654	1935000	0.8830
0.8866	0.4690	1950000	0.8825
0.8848	0.4726	1965000	0.8823
0.8835	0.4762	1980000	0.8825
0.8869	0.4798	1995000	0.8814
0.885	0.4834	2010000	0.8814
0.8869	0.4870	2025000	0.8812
0.8842	0.4906	2040000	0.8804
0.8865	0.4942	2055000	0.8804
0.8837	0.4978	2070000	0.8799
0.8799	0.5015	2085000	0.8798
0.8824	0.5051	2100000	0.8784
0.8821	0.5087	2115000	0.8786
0.8802	0.5123	2130000	0.8779
0.8811	0.5159	2145000	0.8778
0.8805	0.5195	2160000	0.8774
0.8837	0.5231	2175000	0.8765
0.88	0.5267	2190000	0.8764
0.8794	0.5303	2205000	0.8760
0.8805	0.5339	2220000	0.8754
0.8768	0.5375	2235000	0.8757
0.8763	0.5411	2250000	0.8743
0.8762	0.5447	2265000	0.8746
0.8786	0.5484	2280000	0.8748
0.8772	0.5520	2295000	0.8735
0.8758	0.5556	2310000	0.8728
0.874	0.5592	2325000	0.8724
0.8752	0.5628	2340000	0.8722
0.8748	0.5664	2355000	0.8712
0.8749	0.5700	2370000	0.8714
0.874	0.5736	2385000	0.8707
0.8728	0.5772	2400000	0.8702
0.8742	0.5808	2415000	0.8701
0.8683	0.5844	2430000	0.8696
0.8693	0.5880	2445000	0.8695
0.8717	0.5916	2460000	0.8684
0.8697	0.5952	2475000	0.8682
0.8734	0.5989	2490000	0.8675
0.87	0.6025	2505000	0.8672
0.8714	0.6061	2520000	0.8669
0.8671	0.6097	2535000	0.8661
0.8681	0.6133	2550000	0.8661
0.8689	0.6169	2565000	0.8658
0.8655	0.6205	2580000	0.8652
0.8667	0.6241	2595000	0.8646
0.8676	0.6277	2610000	0.8647
0.8671	0.6313	2625000	0.8638
0.8665	0.6349	2640000	0.8632
0.865	0.6385	2655000	0.8632
0.8648	0.6421	2670000	0.8627
0.8646	0.6458	2685000	0.8616
0.8621	0.6494	2700000	0.8619
0.8631	0.6530	2715000	0.8621
0.8623	0.6566	2730000	0.8609
0.8623	0.6602	2745000	0.8606
0.8625	0.6638	2760000	0.8602
0.8637	0.6674	2775000	0.8595
0.8625	0.6710	2790000	0.8594
0.8627	0.6746	2805000	0.8587
0.8606	0.6782	2820000	0.8584
0.8607	0.6818	2835000	0.8578
0.8609	0.6854	2850000	0.8575
0.8577	0.6890	2865000	0.8570
0.8567	0.6927	2880000	0.8567
0.8587	0.6963	2895000	0.8560
0.8558	0.6999	2910000	0.8561
0.8539	0.7035	2925000	0.8556
0.8576	0.7071	2940000	0.8553
0.8555	0.7107	2955000	0.8546
0.8558	0.7143	2970000	0.8545
0.8582	0.7179	2985000	0.8539
0.8544	0.7215	3000000	0.8540
0.8541	0.7251	3015000	0.8536
0.8559	0.7287	3030000	0.8531
0.8521	0.7323	3045000	0.8526
0.8529	0.7359	3060000	0.8521
0.8538	0.7396	3075000	0.8515
0.8521	0.7432	3090000	0.8512
0.8512	0.7468	3105000	0.8507
0.8503	0.7504	3120000	0.8503
0.8534	0.7540	3135000	0.8503
0.8534	0.7576	3150000	0.8501
0.8488	0.7612	3165000	0.8494
0.85	0.7648	3180000	0.8490
0.8483	0.7684	3195000	0.8488
0.8481	0.7720	3210000	0.8484
0.8516	0.7756	3225000	0.8480
0.8483	0.7792	3240000	0.8476
0.8504	0.7828	3255000	0.8471
0.8485	0.7865	3270000	0.8469
0.8461	0.7901	3285000	0.8465
0.8458	0.7937	3300000	0.8460
0.8467	0.7973	3315000	0.8460
0.847	0.8009	3330000	0.8454
0.8479	0.8045	3345000	0.8451
0.8441	0.8081	3360000	0.8447
0.8465	0.8117	3375000	0.8444
0.8431	0.8153	3390000	0.8444
0.8453	0.8189	3405000	0.8436
0.8453	0.8225	3420000	0.8436
0.8444	0.8261	3435000	0.8435
0.8425	0.8297	3450000	0.8430
0.8452	0.8333	3465000	0.8429
0.8423	0.8370	3480000	0.8427
0.8423	0.8406	3495000	0.8419
0.8424	0.8442	3510000	0.8416
0.8462	0.8478	3525000	0.8417
0.8414	0.8514	3540000	0.8413
0.8435	0.8550	3555000	0.8415
0.8428	0.8586	3570000	0.8410
0.8396	0.8622	3585000	0.8405
0.8416	0.8658	3600000	0.8403
0.8408	0.8694	3615000	0.8400
0.8392	0.8730	3630000	0.8400
0.8404	0.8766	3645000	0.8396
0.838	0.8802	3660000	0.8396
0.8401	0.8839	3675000	0.8392
0.84	0.8875	3690000	0.8391
0.8401	0.8911	3705000	0.8389
0.841	0.8947	3720000	0.8389
0.8389	0.8983	3735000	0.8386
0.8384	0.9019	3750000	0.8385
0.8375	0.9055	3765000	0.8384
0.8391	0.9091	3780000	0.8381
0.8371	0.9127	3795000	0.8381
0.8387	0.9163	3810000	0.8379
0.8375	0.9199	3825000	0.8377
0.8376	0.9235	3840000	0.8375
0.8377	0.9271	3855000	0.8374
0.8383	0.9308	3870000	0.8373
0.8368	0.9344	3885000	0.8373
0.8385	0.9380	3900000	0.8372
0.8369	0.9416	3915000	0.8372
0.8364	0.9452	3930000	0.8370
0.8381	0.9488	3945000	0.8369
0.8369	0.9524	3960000	0.8368
0.8378	0.9560	3975000	0.8367
0.8341	0.9596	3990000	0.8367
0.8365	0.9632	4005000	0.8367
0.8396	0.9668	4020000	0.8367
0.8345	0.9704	4035000	0.8366
0.8375	0.9740	4050000	0.8366
0.8368	0.9777	4065000	0.8366
0.8372	0.9813	4080000	0.8366
0.8393	0.9849	4095000	0.8365
0.836	0.9885	4110000	0.8365
0.8369	0.9921	4125000	0.8365
0.8349	0.9957	4140000	0.8365
0.8383	0.9993	4155000	0.8365

Framework versions

Transformers 4.40.1
Pytorch 2.3.0
Datasets 2.19.1
Tokenizers 0.19.1

Task: Text Generation
Library: transformers
Type: gpt2
Created: May 19, 2024
Updated: May 1, 2025