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added_tokens.json

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+{
+ "<|assistant|>": 32001,
+ "<|endoftext|>": 32000,
+ "<|end|>": 32007,
+ "<|placeholder1|>": 32002,
+ "<|placeholder2|>": 32003,
+ "<|placeholder3|>": 32004,
+ "<|placeholder4|>": 32005,
+ "<|placeholder5|>": 32008,
+ "<|placeholder6|>": 32009,
+ "<|system|>": 32006,
+ "<|user|>": 32010
+}

config.json

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+{
+ "_name_or_path": "IntelLabs/sqft-phi-3-mini-4k-50-base-gptq",
+ "architectures": [
+ "Phi3ForCausalLM"
+ ],
+ "attention_dropout": 0.0,
+ "auto_map": {
+ "AutoConfig": "microsoft/Phi-3-mini-4k-instruct--configuration_phi3.Phi3Config",
+ "AutoModelForCausalLM": "microsoft/Phi-3-mini-4k-instruct--modeling_phi3.Phi3ForCausalLM"
+ },
+ "bos_token_id": 1,
+ "embd_pdrop": 0.0,
+ "eos_token_id": 32000,
+ "hidden_act": "silu",
+ "hidden_size": 3072,
+ "initializer_range": 0.02,
+ "intermediate_size": 8192,
+ "max_position_embeddings": 4096,
+ "model_type": "phi3",
+ "num_attention_heads": 32,
+ "num_hidden_layers": 32,
+ "num_key_value_heads": 32,
+ "original_max_position_embeddings": 4096,
+ "pad_token_id": 32000,
+ "quantization_config": {
+ "batch_size": 1,
+ "bits": 4,
+ "block_name_to_quantize": null,
+ "cache_block_outputs": true,
+ "damp_percent": 0.1,
+ "dataset": "c4",
+ "desc_act": false,
+ "exllama_config": {
+ "version": 1
+ },
+ "group_size": 128,
+ "max_input_length": null,
+ "model_seqlen": null,
+ "module_name_preceding_first_block": null,
+ "modules_in_block_to_quantize": null,
+ "pad_token_id": null,
+ "quant_method": "gptq",
+ "sym": true,
+ "tokenizer": null,
+ "true_sequential": true,
+ "use_cuda_fp16": false,
+ "use_exllama": false
+ },
+ "resid_pdrop": 0.0,
+ "rms_norm_eps": 1e-05,
+ "rope_scaling": null,
+ "rope_theta": 10000.0,
+ "sliding_window": 2047,
+ "tie_word_embeddings": false,
+ "torch_dtype": "float16",
+ "transformers_version": "4.39.1",
+ "use_cache": true,
+ "vocab_size": 32064
+}

eval_results/result.json

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+{
+ "mawps": 0.907563025210084,
+ "SVAMP": 0.729,
+ "gsm8k": 0.604245640636846
+}

generation_config.json

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+{
+ "_from_model_config": true,
+ "bos_token_id": 1,
+ "eos_token_id": [
+ 32000,
+ 32001,
+ 32007
+ ],
+ "pad_token_id": 32000,
+ "transformers_version": "4.39.1"
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:f8aebcdd8369a5d3a7f6a2601abc6ea1c254cf2d107711dc82597af274f1ead8
+size 2281459480

special_tokens_map.json

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+{
+ "bos_token": {
+ "content": "<s>",
+ "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
+ },
+ "unk_token": {
+ "content": "<unk>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false
+ }
+}

tokenizer.model

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+version https://git-lfs.github.com/spec/v1
+oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
+size 499723

tokenizer_config.json

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+{
+ "add_bos_token": true,
+ "add_eos_token": false,
+ "add_prefix_space": true,
+ "added_tokens_decoder": {
+ "0": {
+ "content": "<unk>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "1": {
+ "content": "<s>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "2": {
+ "content": "</s>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "32000": {
+ "content": "<|endoftext|>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "32001": {
+ "content": "<|assistant|>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "32002": {
+ "content": "<|placeholder1|>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "32003": {
+ "content": "<|placeholder2|>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "32004": {
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+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "32005": {
+ "content": "<|placeholder4|>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "32006": {
+ "content": "<|system|>",
+ "lstrip": false,
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+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "32007": {
+ "content": "<|end|>",
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+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "32008": {
+ "content": "<|placeholder5|>",
+ "lstrip": false,
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+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "32009": {
+ "content": "<|placeholder6|>",
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+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ },
+ "32010": {
+ "content": "<|user|>",
+ "lstrip": false,
+ "normalized": false,
+ "rstrip": false,
+ "single_word": false,
+ "special": true
+ }
+ },
+ "bos_token": "<s>",
+ "chat_template": "{{ bos_token }}{% for message in messages %}{% if (message['role'] == 'system') %}{{'<|system|>' + '\n' + message['content'] + '<|end|>' + '\n'}}{% elif (message['role'] == 'user') %}{{'<|user|>' + '\n' + message['content'] + '<|end|>' + '\n' + '<|assistant|>' + '\n'}}{% elif message['role'] == 'assistant' %}{{message['content'] + '<|end|>' + '\n'}}{% endif %}{% endfor %}",
+ "clean_up_tokenization_spaces": false,
+ "eos_token": "<|endoftext|>",
+ "legacy": false,
+ "model_max_length": 4096,
+ "pad_token": "<|endoftext|>",
+ "padding_side": "left",
+ "sp_model_kwargs": {},
+ "spaces_between_special_tokens": false,
+ "tokenizer_class": "LlamaTokenizer",
+ "unk_token": "<unk>",
+ "use_default_system_prompt": false
+}