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Stablelm 4e1t 2B V0.1 by pszemraj

 »  All LLMs  »  pszemraj  »  Stablelm 4e1t 2B V0.1   URL Share it on

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  Autotrain compatible   Axolotl Base model:finetune:stabilitya... Base model:stabilityai/stablel...   En   Endpoints compatible   Generated from trainer   Region:us   Safetensors   Stablelm
Model Card on HF 🤗: https://huggingface.co/pszemraj/stablelm-4e1t-2b-v0.1 

Stablelm 4e1t 2B V0.1 Benchmarks

ARC: 34.22 vs 96.7 (so35)-64.6%
HellaSwag: 61 vs 95.3 (gpt4)-36%
MMLU: 37.91 vs 88.3 (so35)-57.1%
TruthfulQA: 37.76 vs 59 (gpt4)-36%
WinoGrande: 65.43 vs 87.5 (gpt4)-25.2%
GSM8K: 1.36 vs 96.4 (so35)-98.6%
LLME Score: 0.22841
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Stablelm 4e1t 2B V0.1 (pszemraj/stablelm-4e1t-2b-v0.1)

Stablelm 4e1t 2B V0.1 Parameters and Internals

Model Type 
AutoModelForCausalLM
Supported Languages 
en (English)
Training Details 
Data Sources:
BEE-spoke-data/fineweb-100k_en-med, BEE-spoke-data/KI-smorgasbord_fw-small
Data Volume:
10k rows
Methodology:
Layer pruning with PruneMe/MergeKit and subsequent continued pretraining
Context Length:
4096
LLM NameStablelm 4e1t 2B V0.1
Repository 🤗https://huggingface.co/pszemraj/stablelm-4e1t-2b-v0.1 
Base Model(s)  Stablelm 3B 4e1t   stabilityai/stablelm-3b-4e1t
Model Size3b
Required VRAM4 GB
Updated2025-02-05
Maintainerpszemraj
Model Typestablelm
Model Files  4.0 GB   0.0 GB
Supported Languagesen
Model ArchitectureStableLmForCausalLM
Licensecc-by-sa-4.0
Context Length4096
Model Max Length4096
Transformers Version4.40.2
Tokenizer ClassGPTNeoXTokenizer
Padding Token<|end_of_text|>
Vocabulary Size50304
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than pszemraj/stablelm-4e1t-2b-v0.1.

Rank the Stablelm 4e1t 2B V0.1 Capabilities

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Release v20241227
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