Training in progress, step 1000

config.json

@@ -0,0 +1,52 @@
+{
+  "architectures": [
+    "SmalLmForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.1,
+  "auto_map": {
+    "AutoConfig": "Azrail/smallm_70--config.SmalLmConfig",
+    "AutoModelForCausalLM": "Azrail/smallm_70--model.SmalLmForCausalLM"
+  },
+  "balancing_coef": 0.0001,
+  "bos_token_id": 1,
+  "embedding_dropout": 0.0,
+  "eos_token_id": 0,
+  "expert_size": 576,
+  "gate_noise": false,
+  "head_size": 64,
+  "hidden_size": 512,
+  "high_rotations": 32,
+  "initializer_range": 0.02,
+  "intermediate_size": 1024,
+  "layer_dropout": 0.1,
+  "low_rotations": 1,
+  "max_seq_len": 2048,
+  "mlp_bias": false,
+  "model_type": "smallm",
+  "moe_bias": false,
+  "moe_period": 2,
+  "no_moe_layers": 10,
+  "noisy_experts": false,
+  "num_attention_heads": 8,
+  "num_hidden_layers": 20,
+  "num_kv_heads": 2,
+  "original_seq_len": 1024,
+  "pad_token_id": 0,
+  "positional_bias_type": "rope",
+  "rms_affine": false,
+  "rms_norm_eps": 1e-06,
+  "rope_base": 100000,
+  "routed_experts": 8,
+  "shared_experts": 1,
+  "sliding_window_attention": true,
+  "sliding_window_context": 1024,
+  "sliding_window_period": 4,
+  "static_residual": false,
+  "token_experts": 3,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.50.3",
+  "use_cache": true,
+  "use_moe": false,
+  "vocab_size": 60000
+}

model.safetensors

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+size 150625560

special_tokens_map.json

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+{
+  "additional_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>"
+  ],
+  "bos_token": {
+    "content": "<|beginoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

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+{
+  "added_tokens_decoder": {
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+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<|beginoftext|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "<|im_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "3": {
+      "content": "<|im_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "4": {
+      "content": "<|reserved_token_3|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+      "single_word": false,
+      "special": true
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+    "9": {
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+      "special": true
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+      "special": true
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+      "lstrip": false,
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+      "single_word": false,
+      "special": true
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+  },
+  "additional_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>"
+  ],
+  "bos_token": "<|beginoftext|>",
+  "chat_template": "{% for message in messages %}{% if message.get('role') is not none %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% else %}{{message['content'] + '<|im_end|>' + '\n'}}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|endoftext|>",
+  "extra_special_tokens": {},
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "<|endoftext|>",
+  "tokenizer_class": "PreTrainedTokenizer"
+}

training_args.bin

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