Upload model

config.json

@@ -0,0 +1,30 @@
+{
+  "_name_or_path": "gbyuvd/chemselfies-base-bertmlm",
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 320,
+  "id2label": {
+    "0": "Easy",
+    "1": "Hard"
+    },
+  "initializer_range": 0.02,
+  "intermediate_size": 1280,
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 4,
+  "num_hidden_layers": 8,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.44.0",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 3095
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:a5aeced352651e737181c422458a0371ff758795c2612c575ed055d6ae0bafce
+size 44505912

special_tokens_map.json

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+{
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+    "content": "[CLS]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "mask_token": {
+    "content": "[MASK]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "[PAD]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
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+  "sep_token": {
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+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
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+  },
+  "unk_token": {
+    "content": "[UNK]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer.json

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+{
+  "version": "1.0",
+  "truncation": {
+    "direction": "Right",
+    "max_length": 512,
+    "strategy": "LongestFirst",
+    "stride": 0
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+    "pad_token": "[PAD]"
+  },
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+      "content": "[MASK]",
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+    "handle_chinese_chars": false,
+    "strip_accents": null,
+    "lowercase": false
+  },
+  "pre_tokenizer": {
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+  "post_processor": {
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+    "cleanup": true
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+      "[Bi-2]": 2986,
+      "[BiH5]": 2987,
+      "[Cd-1]": 2988,
+      "[ClH3+3]": 2989,
+      "[ClH4+3]": 2990,
+      "[Co-3]": 2991,
+      "[GaH4-1]": 2992,
+      "[Ge@@H1]": 2993,
+      "[IrH4]": 2994,
+      "[Md]": 2995,
+      "[NH2]": 2996,
+      "[Os+8]": 2997,
+      "[OsH4]": 2998,
+      "[PbH4]": 2999,
+      "[Po@]": 3000,
+      "[PoH2]": 3001,
+      "[ReH4]": 3002,
+      "[Ru+8]": 3003,
+      "[Sb+5]": 3004,
+      "[SbH2+1]": 3005,
+      "[Se@@H1]": 3006,
+      "[SeH1-1]": 3007,
+      "[SeH3+1]": 3008,
+      "[SeH6+4]": 3009,
+      "[SeH8+6]": 3010,
+      "[Si+3]": 3011,
+      "[SiH1+1]": 3012,
+      "[Sn@@]": 3013,
+      "[SnH1+2]": 3014,
+      "[SnH1-1]": 3015,
+      "[SnH2-1]": 3016,
+      "[SnH3-1]": 3017,
+      "[Tb+4]": 3018,
+      "[Tc+5]": 3019,
+      "[Tc+6]": 3020,
+      "[Tc+7]": 3021,
+      "[TeH1+1]": 3022,
+      "[TeH2+1]": 3023,
+      "[TeH3+1]": 3024,
+      "[TeH6+4]": 3025,
+      "[Tl+3]": 3026,
+      "[XeH2]": 3027,
+      "[\\\\11C]": 3028,
+      "[\\\\18OH1]": 3029,
+      "[\\\\35Cl]": 3030,
+      "[\\\\37Cl]": 3031,
+      "[\\\\79Br]": 3032,
+      "[\\\\Al-1]": 3033,
+      "[\\\\AlH1+1]": 3034,
+      "[\\\\N@@+1]": 3035,
+      "[\\\\PH3+1]": 3036,
+      "[\\\\Po]": 3037,
+      "[\\\\Si@@]": 3038,
+      "[\\\\Si@H1]": 3039,
+      "[\\\\SnH3]": 3040,
+      "[\\\\Te+1]": 3041,
+      "[\\\\TlH1]": 3042,
+      "[\\C]": 3043,
+      "[\\N]": 3044,
+      "[\\O]": 3045,
+      "[\\S]": 3046,
+      "[\\C@H1]": 3047,
+      "[\\C@@H1]": 3048,
+      "[\\NH1]": 3049,
+      "[\\Cl]": 3050,
+      "[\\O-1]": 3051,
+      "[\\N+1]": 3052,
+      "[\\F]": 3053,
+      "[-\\Ring2]": 3054,
+      "[\\Br]": 3055,
+      "[NaH1]": 3056,
+      "[\\C@@]": 3057,
+      "[-\\Ring1]": 3058,
+      "[\\I]": 3059,
+      "[\\C@]": 3060,
+      "[\\-Ring1]": 3061,
+      "[\\P]": 3062,
+      "[=Te+1]": 3063,
+      "[/-Ring1]": 3064,
+      "[\\S+1]": 3065,
+      "[MgH2]": 3066,
+      "[\\B]": 3067,
+      "[\\N-1]": 3068,
+      "[\\-Ring2]": 3069,
+      "[\\S-1]": 3070,
+      "[\\125I]": 3071,
+      "[/-Ring2]": 3072,
+      "[\\Si]": 3073,
+      "[\\PH1]": 3074,
+      "[\\SeH1]": 3075,
+      "[CaH2]": 3076,
+      "[\\123I]": 3077,
+      "[\\Se]": 3078,
+      "[LiH1]": 3079,
+      "[223Ra]": 3080,
+      "[KH1]": 3081,
+      "[\\CH1-1]": 3082,
+      "[\\CH0]": 3083,
+      "[Te-1]": 3084,
+      "[=32PH1]": 3085,
+      "[73Se]": 3086,
+      "[\\NH1-1]": 3087,
+      "[HH1]": 3088,
+      "[\\C-1]": 3089,
+      "[\\11CH3]": 3090,
+      "[\\3H]": 3091,
+      "[123Te]": 3092,
+      "[SrH2]": 3093,
+      "[85SrH2]": 3094
+    }
+  }
+}

tokenizer_config.json

@@ -0,0 +1,64 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "100": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "101": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "102": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "103": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": false,
+  "cls_token": "[CLS]",
+  "do_basic_tokenize": false,
+  "do_lower_case": false,
+  "mask_token": "[MASK]",
+  "max_length": 512,
+  "model_max_length": 512,
+  "never_split": null,
+  "pad_to_multiple_of": null,
+  "pad_token": "[PAD]",
+  "pad_token_type_id": 0,
+  "padding_side": "right",
+  "sep_token": "[SEP]",
+  "stride": 0,
+  "strip_accents": null,
+  "tokenize_chinese_chars": false,
+  "tokenizer_class": "BertTokenizer",
+  "truncation_side": "right",
+  "truncation_strategy": "longest_first",
+  "unk_token": "[UNK]"
+}

vocab.txt

@@ -0,0 +1,3095 @@
+[PAD]
+[C]
+[=C]
+[Ring1]
+[Branch1]
+[=Branch1]
+[N]
+[O]
+[=O]
+[Ring2]
+[Branch2]
+[=N]
+[S]
+[#Branch1]
+[=Branch2]
+[F]
+[#Branch2]
+[C@H1]
+[C@@H1]
+[#C]
+[Cl]
+[P]
+[/C]
+.[C]
+[=Ring1]
+[NH1]
+[Br]
+[\\C]
+[O-1]
+[N+1]
+[N+3]
+[#N]
+[/N]
+[C@]
+[=S]
+[C@@]
+[=Ring2]
+.[O]
+[2H]
+[Si]
+.[Cl]
+[I]
+[=N+1]
+[\\N]
+.[N]
+[B]
+.[I]
+[NH1+1]
+[=C-1]
+[C-1]
+[/O]
+.[Na+1]
+.[NaH1]
+.[C-1]
+[\\O]
+.[H]
+.[Cl-1]
+[#N+1]
+[H]
+[N-1]
+[BH0]
+[\\S]
+[=N-1]
+.[Y]
+.[F]
+.[2H]
+[CH1-1]
+[=P]
+[NH2+1]
+[NH2+2]
+[P+1]
+.[Ir]
+[CH1]
+.[K+1]
+.[KH1]
+[/C@@H1]
+[/S]
+.[Br-1]
+.[CH3-1]
+[S+1]
+.[S]
+[/C@H1]
+[Se]
+[B-1]
+[NH3+1]
+[#O+1]
+.[Li+1]
+.[LiH1]
+[S-1]
+[=NH1+1]
+.[CH2-1]
+.[I-1]
+.[Pt+2]
+[Branch3]
+.[O-1]
+[SiH1]
+.[Pt]
+[CH0]
+.[BH0]
+[Sn]
+[UNK]
+[CLS]
+[SEP]
+[MASK]
+[#C-1]
+.[W]
+.[OH1-1]
+[CH2-1]
+[3H]
+[\\C@@H1]
+[SiH2]
+.[O-2]
+.[V]
+[NH1-1]
+[\\C@H1]
+.[H-1]
+.[Na]
+.[Mg+2]
+.[MgH2]
+[S@@]
+[S@]
+[PH1+1]
+[Ge]
+.[Zn+2]
+.[F-1]
+.[NH4+1]
+[SiH3]
+.[N-1]
+.[3H]
+[-\\Ring2]
+[Cl+3]
+.[Fe+2]
+[/N+1]
+[/Cl]
+[I-1]
+.[Pd+2]
+[\\O-1]
+.[Cu+2]
+[Al]
+[\\F]
+.[Ca+2]
+.[CaH2]
+.[Br]
+[/F]
+[P@]
+[P@@]
+.[K]
+[\\Cl]
+.[Ir+3]
+[As]
+.[Pd]
+.[Co]
+.[Fe]
+.[Ni+2]
+.[U]
+.[CH2]
+.[Zn]
+.[CH1-1]
+[C+1]
+[=P+1]
+[-\\Ring1]
+.[P]
+.[Cu]
+[-/Ring2]
+[=NH2+1]
+.[H+1]
+.[HH1]
+.[CH1]
+[=O+1]
+[13C]
+.[Ni]
+[CH1+1]
+[Te]
+[OH0]
+.[Ac]
+.[Ti+4]
+.[Zr+4]
+.[NH2-1]
+.[Cu+1]
+[13CH2]
+.[NH3+1]
+.[NH1-1]
+[OH1+1]
+[Cl-1]
+.[Li]
+.[Rb+1]
+.[Ti]
+[I+1]
+[18F]
+.[Sn]
+[OH2+1]
+.[Cs+1]
+.[Ru+2]
+.[Co+2]
+[-/Ring1]
+.[Zr+2]
+.[Rf]
+[K]
+.[Ag+1]
+[=OH1+1]
+.[Rb]
+[/P]
+[/Br]
+.[Al+3]
+.[Cr]
+.[Re]
+[Ring3]
+[Rb]
+.[Rh]
+[=W]
+[=Zr+2]
+.[S-1]
+.[Au+1]
+[/I]
+.[Ba+2]
+.[W+2]
+.[Mo]
+[O+1]
+[CH2]
+[Ti]
+.[Ar]
+[\\N+1]
+.[Mn]
+[=Se]
+.[Zr]
+[=Si]
+.[Fe+3]
+[/NH1+1]
+[/O-1]
+.[Mn+2]
+[\\NH1]
+[/Si]
+[Hg]
+.[Y+3]
+[Zr]
+[/C-1]
+[/C@@]
+[Br-1]
+[\\Br]
+[\\N-1]
+.[Si]
+[PH1]
+[/B]
+[13CH1]
+[/C@]
+[N@+1]
+.[Ti+2]
+[\\I]
+.[Tb]
+[Pt+2]
+.[Hf]
+[SH1+1]
+[Ru]
+.[U+2]
+[=Ru]
+.[Al]
+.[Ag]
+.[Pt+4]
+[13CH3]
+[=Zr]
+[Si-1]
+[N@@+1]
+[CH2+1]
+[=13CH1]
+[=B]
+[V]
+.[S-2]
+[Sb]
+.[Hf+4]
+[Pt]
+.[Co+3]
+.[Ti+3]
+[=S+1]
+.[Ru]
+.[Mg]
+[Zr+2]
+.[Ca]
+[Fe]
+[#P]
+.[Zr+3]
+[=C+1]
+[Pb]
+[Ir]
+[=V]
+.[Sr+2]
+.[Au]
+[Bi]
+[/NH1]
+[/N-1]
+.[SH1-1]
+.[Zn+1]
+[SH2+1]
+[15NH1]
+[NH0]
+[Pd]
+[In]
+.[V+2]
+.[Sn+4]
+.[Gd+3]
+.[Cr+3]
+[=13C]
+[Se-1]
+.[Cd+2]
+[Ga]
+[=Mo]
+[BH1-1]
+.[OH3+1]
+[P-1]
+[=Cr]
+[\\Si]
+[Ni]
+[Sn+2]
+.[Cd]
+[15N]
+[\\P]
+[=Ti]
+[=CH0]
+.[Pb]
+.[Ru+1]
+[AlH2]
+[=S-1]
+.[Sn+2]
+[Li+1]
+[Na+1]
+.[Pb+2]
+[CH3-1]
+[=As]
+[Cu]
+[14C]
+.[Os]
+.[Mn+3]
+.[AlH3]
+[TlH2]
+.[Ru+3]
+.[Gd]
+.[B-1]
+.[Rh+3]
+.[CH3+1]
+.[Au+3]
+.[Rh+2]
+[BH3-1]
+.[Sb]
+[Sn+1]
+[K+1]
+[Pd+1]
+[PH3+1]
+[=S@]
+[13C@H1]
+[/CH0]
+.[Ga+3]
+[BH2-1]
+.[Hg+2]
+[=S@@]
+[\\C@]
+[\\C@@]
+[=Mn]
+.[CH2+1]
+.[2H-1]
+[=Ti+2]
+[13C@@H1]
+.[Bi+3]
+.[Pr]
+[/S-1]
+[Al+3]
+.[Mo+2]
+.[SiH3]
+[\\S-1]
+.[Sb+3]
+[PH2+1]
+.[Eu]
+[Si@]
+[/2H]
+.[Ni+3]
+[11CH3]
+.[La]
+.[Ga]
+[AlH1]
+.[Cr+2]
+.[La+3]
+[Al+1]
+[#S]
+.[Os+2]
+[Co]
+.[Be+2]
+[SeH1]
+.[Hg]
+.[NH0]
+[/P+1]
+.[Ce]
+[Zn+1]
+[125I]
+[=Pt]
+[=SH1+1]
+[IH1+1]
+.[In+3]
+[Si@@]
+.[CH0]
+.[Se]
+[\\Se]
+[Au+1]
+[Au]
+.[Se-2]
+[Pt+1]
+[ClH1+1]
+.[Ge]
+.[Eu+3]
+[15NH2]
+.[Ce+3]
+[Fe+2]
+[SH2]
+[/O+1]
+.[Ba]
+.[Nd+3]
+.[Sm]
+.[Sb+5]
+[F-1]
+[\\B]
+.[Hg+1]
+.[Dy+3]
+[Sb-1]
+.[Mo+4]
+[14CH2]
+[Ir+3]
+[Mn]
+[Cu+2]
+.[V+4]
+[#Ring2]
+[Cr]
+[=14CH1]
+.[Os+1]
+[As+1]
+[Ru+2]
+[Y]
+.[Nd]
+[=CH1-1]
+[/NH2+1]
+[Cl+2]
+[123I]
+.[Bi]
+[Ti+1]
+.[BH3-1]
+[=Hf+2]
+[Zn]
+.[Yb+3]
+.[Ta]
+[14CH1]
+[=Al]
+[Al-1]
+[Se+1]
+[W]
+.[Sm+3]
+[Ca+2]
+[=PH1+1]
+.[Fm]
+.[BH4-1]
+.[Sc]
+.[Yb]
+.[Tb+3]
+[SiH1-1]
+[PH1-1]
+[Cu+1]
+[Na]
+.[In]
+.[Sc+3]
+.[TlH2+1]
+.[Nb]
+[SiH2+1]
+[=Co]
+[=18O]
+[Ag+1]
+[Ba+2]
+[GeH1]
+[I+2]
+[/B-1]
+.[Se-1]
+.[SiH4]
+.[SH2+1]
+.[U+4]
+[#NH1+1]
+[I+3]
+[/Se]
+[=Branch3]
+[=Sb]
+.[Fe+4]
+[Cl+1]
+.[Ta+5]
+[Al+2]
+[Ru+1]
+[Ag]
+[SnH1]
+[=14C]
+[#Ring1]
+[Mo]
+.[Sr]
+[Sn+3]
+[=15N]
+[Co+2]
+.[Nb+5]
+[GeH2]
+[Rh]
+[Hg+1]
+[\\2H]
+[=V+2]
+[=Ni]
+[/BH0]
+.[Er+3]
+[\\NH2+1]
+[=Te]
+[Pd+2]
+[131I]
+[=Fe]
+[=P@@]
+[14CH3]
+[=Ge]
+[Os]
+.[Pr+3]
+[=P@]
+[Re]
+.[3H-1]
+.[Cs]
+.[Ru+6]
+[AsH1]
+[Ru+3]
+.[Mo+3]
+.[Lu]
+[O-2]
+[=SiH1]
+[/C+1]
+[\\C-1]
+[Ni+2]
+[Te+1]
+.[Lu+3]
+[=Cu]
+.[Th+4]
+.[SH3+1]
+[Fe+1]
+[=Os]
+[=Sn]
+[/S@]
+[=Mo+2]
+[=PH1]
+[\\NH1-1]
+[/S@@]
+.[PH4+1]
+[Ir+2]
+[=Zn]
+.[No]
+[Br+2]
+.[C+1]
+[Po]
+[Mg+2]
+[=Ag]
+[=SiH2]
+.[Dy]
+.[Er]
+[=99Tc+4]
+[Tl]
+[=Ta]
+.[TlH2]
+.[Ho]
+[10B]
+[18O]
+.[Ru+4]
+.[Os+4]
+.[Tc]
+.[SiH8+4]
+.[99Tc]
+[11C]
+.[Fe+6]
+[/13CH1]
+[18OH1]
+[As-1]
+[/Sn]
+.[Ce+4]
+[SH0]
+[\\S@]
+.[Th]
+[Ac]
+[=Nb]
+[\\NH1+1]
+[=Pd]
+[=PH2+1]
+.[U+3]
+.[OH1+1]
+.[Cr+6]
+.[13CH3]
+.[Yb+2]
+[NH4+1]
+[Cs+1]
+[Li]
+[PH0]
+[Be+2]
+[19F]
+[At]
+[H-1]
+[OH1-1]
+.[Ho+3]
+.[Tm]
+[=Ti+1]
+[Au+3]
+.[Cm]
+[\\P+1]
+[14C@@H1]
+[\\CH1-1]
+.[Fe+5]
+[#Si]
+[1H]
+.[PH3+1]
+[Cd+2]
+.[Hf+2]
+[Cr+1]
+.[Te]
+[\\S@@]
+.[IH2+1]
+[B@@-1]
+.[CH1+1]
+[IH1-1]
+[/S+1]
+[14C@H1]
+[124I]
+[=Re]
+.[Eu+2]
+.[Np]
+.[OH2+1]
+.[P-3]
+[\\OH2+1]
+.[Tm+3]
+[Mn+2]
+.[SiH2]
+[Ce+3]
+.[NH2+1]
+.[PH2-1]
+[/NH1-1]
+[B@-1]
+[=Bi]
+[10BH2]
+[Bi+3]
+[Nb]
+.[Lr]
+[=U]
+.[AlH1]
+[=Ru+1]
+.[Sg]
+[P-2]
+[Ta]
+[U+2]
+[15N+1]
+[Ca]
+[Cr+3]
+.[Cr+4]
+[/13C]
+[Co+1]
+[/CH1-1]
+.[Nb+2]
+[Fe+3]
+[=In]
+[Zn+2]
+[#13C]
+[GeH3]
+[\\CH0]
+[SnH3]
+.[Pu]
+[U]
+.[BiH2]
+.[OH0]
+[\\Te]
+[13C@]
+[13C@@]
+[76Br]
+[AsH2]
+[=BH0]
+.[ClH2+1]
+.[Ta+2]
+[=Hf]
+[BH1]
+[=Rh]
+[=Tc+4]
+[Rh+2]
+.[Ru+5]
+[=NH0]
+[=Se+1]
+[Ce]
+[\\Sn]
+[BiH2]
+[SnH2]
+.[Pd+1]
+[SbH1]
+[=U+2]
+[=Pb]
+[#Mo]
+.[18F]
+[Si@H1]
+[/Te]
+[Cr+2]
+.[BH2-1]
+[/As]
+[=B-1]
+.[AlH2]
+[Ba]
+[H+1]
+[=Fe+1]
+.[As]
+.[Gd+2]
+[\\CH2-1]
+[11CH2]
+[=99Tc+3]
+.[Pm]
+.[BH1]
+[=P-1]
+[Zn-2]
+[Co+3]
+[NH2-1]
+.[Po]
+[11B]
+[Fe-1]
+[Mg]
+[Ti+4]
+[=Ca]
+[=Mg]
+[Cd]
+.[Cf]
+[=Tc]
+[Si@@H1]
+[Sb+1]
+[Ti+3]
+.[Cr+5]
+[12C]
+.[Be]
+.[Bi+2]
+[/CH1+1]
+[Xe]
+[=11C]
+[#S-1]
+[Hf]
+.[InH2+1]
+.[OH1]
+[211At]
+[/Ru]
+[BiH1]
+.[GeH3]
+[Pt+4]
+[La+3]
+[/I+1]
+[=13CH2]
+.[SeH1]
+.[SnH1]
+[16OH1]
+[Ga-1]
+.[He]
+.[LiH2-1]
+[TeH1]
+.[Es]
+[In+3]
+[GaH1]
+.[Tl+3]
+[/Ge]
+.[SH1+1]
+.[PH1-1]
+[Ar]
+.[Nb+3]
+.[Th+2]
+.[Am]
+.[Ge+4]
+[Ga+3]
+.[11CH3]
+[/SiH1]
+[Hg+2]
+.[Pa]
+[#P+1]
+[\\NH3+1]
+[\\S+1]
+[32P]
+[Hf+4]
+.[B]
+.[IH1+1]
+[#W]
+[Zn-1]
+[Bi+1]
+.[15NH2]
+.[18F-1]
+[/3H]
+[/Al]
+[Ir+1]
+[Sm]
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+[/IH1-1]
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+[63Ni]
+[63Zn]
+[64Ga]
+[64Ni]
+[65Cu+1]
+[65Cu]
+[65Ni]
+[66Ga+3]
+[66Ni]
+[66Zn]
+[67GaH3]
+[67Zn]
+[68Cu]
+[68GaH3]
+[68Ge+4]
+[68Zn]
+[69Zn]
+[70As]
+[70Ge]
+[71As]
+[71Ga]
+[71Se]
+[71Zn]
+[72As]
+[72Br-1]
+[72BrH1]
+[72Ge]
+[72Se]
+[72Zn]
+[74As]
+[74Br-1]
+[74BrH1]
+[74Kr]
+[75AsH6+3]
+[75AsH8+5]
+[75As]
+[75Br-1]
+[75BrH1]
+[76BrH1]
+[76Ge]
+[76Kr]
+[76Se]
+[77As]
+[77Br-1]
+[77BrH1]
+[77Kr]
+[78BrH1]
+[79Br-1]
+[79BrH1]
+[79Kr]
+[79Rb+1]
+[7Be]
+[80Br-1]
+[80BrH1]
+[80Rb]
+[80Se]
+[81Br-1]
+[81BrH1]
+[81Kr]
+[81Rb+1]
+[82Br-1]
+[82BrH1]
+[82Rb]
+[82Se-2]
+[82SeH6+4]
+[82SeH8+6]
+[83BrH1]
+[83Rb+1]
+[83Sr+2]
+[84BrH1]
+[84Sr]
+[85Br]
+[85Kr]
+[85Rb]
+[85Sr]
+[86Tc]
+[86Y+3]
+[86Y]
+[86Zr]
+[87Kr]
+[87Y]
+[88Kr]
+[88Nb]
+[88Rb+1]
+[88Sr+2]
+[88Y]
+[88Zr]
+[89Kr]
+[89Nb]
+[89Rb+1]
+[89Sr]
+[89Y+3]
+[89Y]
+[89Zr+3]
+[90Mo]
+[90Nb]
+[90Sr]
+[90Tc]
+[90Zr+4]
+[90Zr]
+[91Y+3]
+[91Zr]
+[92Mo]
+[92Nb]
+[92Sr+2]
+[92Y]
+[92Zr]
+[93Mo]
+[93Tc]
+[93Y]
+[93Zr]
+[94Mo]
+[94Nb]
+[94Ru]
+[94Tc+7]
+[94Tc]
+[94Y]
+[94Zr+4]
+[94Zr]
+[95Nb]
+[95Ru]
+[95Tc]
+[95Y]
+[95Zr]
+[96Mo]
+[96Nb]
+[96Tc]
+[96Zr]
+[97Mo]
+[97Nb]
+[97Ru]
+[97Tc]
+[97Zr]
+[98Mo]
+[98Nb]
+[98Tc]
+[99Mo]
+[99Rh]
+[99Ru]
+[=106Ru]
+[=10CH1]
+[=127Te]
+[=12N+1]
+[=13CH1+1]
+[=13N]
+[=16N+1]
+[=16N]
+[=20CH1]
+[=31P]
+[=51Cr]
+[=64Zn]
+[=77Se]
+[=9C-1]
+[=9CH1]
+[=9C]
+[=Be]
+[=Er]
+[=Ho]
+[=SbH3]
+[=Sc]
+[=SiH3+1]
+[=TeH2]
+[AlH1+2]
+[AsH3-1]
+[AsH4+1]
+[AsH4]
+[AsH5]
+[BH2]
+[Bi-2]
+[BiH5]
+[Cd-1]
+[ClH3+3]
+[ClH4+3]
+[Co-3]
+[GaH4-1]
+[Ge@@H1]
+[IrH4]
+[Md]
+[NH2]
+[Os+8]
+[OsH4]
+[PbH4]
+[Po@]
+[PoH2]
+[ReH4]
+[Ru+8]
+[Sb+5]
+[SbH2+1]
+[Se@@H1]
+[SeH1-1]
+[SeH3+1]
+[SeH6+4]
+[SeH8+6]
+[Si+3]
+[SiH1+1]
+[Sn@@]
+[SnH1+2]
+[SnH1-1]
+[SnH2-1]
+[SnH3-1]
+[Tb+4]
+[Tc+5]
+[Tc+6]
+[Tc+7]
+[TeH1+1]
+[TeH2+1]
+[TeH3+1]
+[TeH6+4]
+[Tl+3]
+[XeH2]
+[\\11C]
+[\\18OH1]
+[\\35Cl]
+[\\37Cl]
+[\\79Br]
+[\\Al-1]
+[\\AlH1+1]
+[\\N@@+1]
+[\\PH3+1]
+[\\Po]
+[\\Si@@]
+[\\Si@H1]
+[\\SnH3]
+[\\Te+1]
+[\\TlH1]
+[\C]
+[\N]
+[\O]
+[\S]
+[\C@H1]
+[\C@@H1]
+[\NH1]
+[\Cl]
+[\O-1]
+[\N+1]
+[\F]
+[-\Ring2]
+[\Br]
+[NaH1]
+[\C@@]
+[-\Ring1]
+[\I]
+[\C@]
+[\-Ring1]
+[\P]
+[=Te+1]
+[/-Ring1]
+[\S+1]
+[MgH2]
+[\B]
+[\N-1]
+[\-Ring2]
+[\S-1]
+[\125I]
+[/-Ring2]
+[\Si]
+[\PH1]
+[\SeH1]
+[CaH2]
+[\123I]
+[\Se]
+[LiH1]
+[223Ra]
+[KH1]
+[\CH1-1]
+[\CH0]
+[Te-1]
+[=32PH1]
+[73Se]
+[\NH1-1]
+[HH1]
+[\C-1]
+[\11CH3]
+[\3H]
+[123Te]
+[SrH2]
+[85SrH2]