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Qwen2 1.5B Instruct Bnb 4bit by unsloth

 »  All LLMs  »  unsloth  »  Qwen2 1.5B Instruct Bnb 4bit   URL Share it on

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  4-bit   4bit   Autotrain compatible   Bitsandbytes   Conversational   En   Endpoints compatible   Instruct   Quantized   Qwen2   Region:us   Safetensors   Unsloth
Model Card on HF 🤗: https://huggingface.co/unsloth/Qwen2-1.5B-Instruct-bnb-4bit 

Qwen2 1.5B Instruct Bnb 4bit Benchmarks

LLME Score: 0.23245
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen2 1.5B Instruct Bnb 4bit (unsloth/Qwen2-1.5B-Instruct-bnb-4bit)

Qwen2 1.5B Instruct Bnb 4bit Parameters and Internals

Model Type 
transformers
Additional Notes 
The model can be fine-tuned using Google Colab with Tesla T4 for different versions like Qwen2 7b, Qwen2 0.5b, and Qwen2 1.5b. This finetuning can be done faster and with less memory usage using Unsloth.
LLM NameQwen2 1.5B Instruct Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/Qwen2-1.5B-Instruct-bnb-4bit 
Model Size1.5b
Required VRAM1.1 GB
Updated2025-02-22
Maintainerunsloth
Model Typeqwen2
Instruction-BasedYes
Model Files  1.1 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.44.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

Quantized Models of the Qwen2 1.5B Instruct Bnb 4bit

Model
Likes
Downloads
VRAM
Jenna V3 Qwen2 1.50963 GB
Jenna V3 Qwn2 1.5 4bit0821 GB
Jenna V3 Qwen2 1.5 GGUF1233 GB
Jenna V3 Qwen2 1.5 GGUF Q40181 GB

Best Alternatives to Qwen2 1.5B Instruct Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
...1.5B Instruct Unsloth Bnb 4bit32K / 1.5 GB189232
FastApply 1.5B V1.032K / 3.1 GB1388121
....5 1.5B Instruct SMPO MLX 8bit32K / 1.6 GB2072
....5 1.5B Instruct SMPO MLX 4bit32K / 0.9 GB2052
Qwen2.5 1.5B Instruct Bnb 4bit32K / 1.1 GB150131
...5 Coder 1.5B Instruct Bnb 4bit32K / 1.1 GB65611
Athena 1 1.5B32K / 3.1 GB2590
...024 Qwen2.5 1.5B Instruct 110632K / 3.1 GB950
Q25 1.5B VeoLu32K / 3.5 GB08
...truct MoE CODE Assistant 16bit32K / 3.1 GB950
Note: green Score (e.g. "73.2") means that the model is better than unsloth/Qwen2-1.5B-Instruct-bnb-4bit.

Rank the Qwen2 1.5B Instruct Bnb 4bit Capabilities

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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