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Model: srmty/smolLM2-360M-instruct-math-v1 Source: Original Platform
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README.md
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README.md
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---
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license: apache-2.0
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base_model: HuggingFaceTB/SmolLM2-360M
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language:
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- en
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pipeline_tag: text-generation
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tags:
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- smollm2
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- instruction-tuning
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- supervised-fine-tuning
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- alpaca
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- math
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- reasoning
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- gpteacher
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- metamath
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- small-language-models
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---
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# SmolLM2-360M Math Instruct
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This is an instruction-tuned version of `HuggingFaceTB/SmolLM2-360M`.
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The model was fine-tuned on a small mixed instruction dataset containing general instruction-following examples and math reasoning examples.
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## Quick start
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```python
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import torch
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from transformers import AutoTokenizer, AutoModelForCausalLM
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model_id = "srmty/smolLM2-360M-math-instruct"
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tokenizer = AutoTokenizer.from_pretrained(model_id)
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model = AutoModelForCausalLM.from_pretrained(
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model_id,
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torch_dtype=torch.float16 if torch.cuda.is_available() else torch.float32,
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device_map="auto" if torch.cuda.is_available() else None,
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)
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if tokenizer.pad_token is None:
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tokenizer.pad_token = tokenizer.eos_token
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model.eval()
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```
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## Training Data
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The training mix used:
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- `teknium/GPTeacher-General-Instruct`
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- `meta-math/MetaMathQA` subset
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The data was formatted using Alpaca-style prompts.
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## Prompt Format
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Use this format during inference:
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```text
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Below is an instruction that describes a task, paired with an input that provides further context. Write a response that appropriately completes the request.
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### Instruction:
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{instruction}
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### Input:
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{input}
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### Response:
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config.json
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{
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 0,
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"torch_dtype": "float16",
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"eos_token_id": 0,
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"head_dim": 64,
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"hidden_act": "silu",
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"hidden_size": 960,
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"initializer_range": 0.02,
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"intermediate_size": 2560,
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"is_llama_config": true,
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"max_position_embeddings": 8192,
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"mlp_bias": false,
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"model_type": "llama",
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"num_attention_heads": 15,
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"num_hidden_layers": 32,
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"num_key_value_heads": 5,
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"pad_token_id": 0,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_interleaved": false,
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"rope_parameters": {
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"rope_theta": 100000,
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"rope_type": "default"
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},
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"tie_word_embeddings": true,
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"unsloth_version": "2026.6.9",
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"use_cache": true,
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"vocab_size": 49152
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}
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 0,
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"eos_token_id": [
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0
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],
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"max_length": 8192,
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"pad_token_id": 0,
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"transformers_version": "5.5.0"
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}
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version https://git-lfs.github.com/spec/v1
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oid sha256:08aa8a0d03d83bced901a60ccde8abaaa19d31ed935690ec8ea58d65f5e11cbd
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size 723674912
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tokenizer.json
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tokenizer.json
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{
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"add_prefix_space": false,
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"backend": "tokenizers",
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"bos_token": "<|endoftext|>",
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"clean_up_tokenization_spaces": false,
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"eos_token": "<|endoftext|>",
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"errors": "replace",
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"extra_special_tokens": [],
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"is_local": false,
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"model_max_length": 8192,
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"pad_token": "<|endoftext|>",
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"padding_side": "left",
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"tokenizer_class": "GPT2Tokenizer",
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"unk_token": "<|endoftext|>",
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"vocab_size": 49152,
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"added_tokens_decoder": {
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"0": {
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"content": "<|endoftext|>",
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"single_word": false,
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"lstrip": false,
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"rstrip": false,
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"special": true
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},
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"content": "<|im_end|>",
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"special": true
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"3": {
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"rstrip": false,
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"special": true
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"10": {
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"content": "<issue_closed>",
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"single_word": false,
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"lstrip": false,
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"rstrip": false,
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"normalized": false,
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"special": true
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"content": "<jupyter_start>",
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"single_word": false,
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"lstrip": false,
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"rstrip": false,
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"special": true
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},
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"12": {
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"content": "<jupyter_text>",
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"single_word": false,
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"lstrip": false,
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"rstrip": false,
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"normalized": false,
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"special": true
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},
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"13": {
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"content": "<jupyter_code>",
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"single_word": false,
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"lstrip": false,
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"rstrip": false,
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"normalized": false,
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"special": true
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},
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"14": {
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"content": "<jupyter_output>",
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"single_word": false,
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"lstrip": false,
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"rstrip": false,
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"normalized": false,
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"special": true
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},
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"15": {
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"content": "<jupyter_script>",
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"single_word": false,
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"lstrip": false,
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"rstrip": false,
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"normalized": false,
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"special": true
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},
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"16": {
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"content": "<empty_output>",
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"single_word": false,
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"lstrip": false,
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"rstrip": false,
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"normalized": false,
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"special": true
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}
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}
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}
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