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Stablelm 2 1 6B Sft Full by nnheui

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  Alignment-handbook   Autotrain compatible Base model:finetune:stabilitya... Base model:stabilityai/stablel...   Conversational Dataset:huggingfaceh4/ultracha...   Endpoints compatible   Generated from trainer   Region:us   Safetensors   Sft   Stablelm   Tensorboard   Trl
Model Card on HF 🤗: https://huggingface.co/nnheui/stablelm-2-1_6b-sft-full 

Stablelm 2 1 6b Sft Full Benchmarks

ARC: 41.98 vs 96.7 (so35)-56.6%
HellaSwag: 69.38 vs 95.3 (gpt4)-27.2%
MMLU: 36.85 vs 88.3 (so35)-58.3%
TruthfulQA: 39.57 vs 59 (gpt4)-32.9%
WinoGrande: 64.25 vs 87.5 (gpt4)-26.6%
GSM8K: 12.81 vs 96.4 (so35)-86.7%
LLME Score: 0.21888
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Stablelm 2 1 6B Sft Full (nnheui/stablelm-2-1_6b-sft-full)

Stablelm 2 1 6B Sft Full Parameters and Internals

Training Details 
Data Sources:
HuggingFaceH4/ultrachat_200k
LLM NameStablelm 2 1 6b Sft Full
Repository 🤗https://huggingface.co/nnheui/stablelm-2-1_6b-sft-full 
Base Model(s)  Stablelm 2 1 6b   stabilityai/stablelm-2-1_6b
Model Size6b
Required VRAM3.3 GB
Updated2025-02-05
Maintainernnheui
Model Typestablelm
Model Files  3.3 GB   0.0 GB
Model ArchitectureStableLmForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.40.0
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size100352
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than nnheui/stablelm-2-1_6b-sft-full.

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Release v20241227
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