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Qwen2.5 14B Instruct Bnb 4bit by unsloth

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  Arxiv:2309.00071   4-bit   4bit   Autotrain compatible Base model:quantized:qwen/qwen... Base model:qwen/qwen2.5-14b-in...   Bitsandbytes   Conversational   En   Endpoints compatible   Instruct   Quantized   Qwen2   Region:us   Safetensors   Sharded   Tensorflow   Unsloth

Qwen2.5 14B Instruct Bnb 4bit Benchmarks

LLME Score: 0.3109
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Qwen2.5 14B Instruct Bnb 4bit Parameters and Internals

LLM NameQwen2.5 14B Instruct Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/Qwen2.5-14B-Instruct-bnb-4bit 
Base Model(s)  Qwen/Qwen2.5-14B-Instruct   Qwen/Qwen2.5-14B-Instruct
Model Size14b
Required VRAM9.9 GB
Updated2024-10-07
Maintainerunsloth
Model Typeqwen2
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   4.9 GB: 2-of-2
Supported Languagesen
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.44.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|PAD_TOKEN|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace
Qwen2.5 14B Instruct Bnb 4bit (unsloth/Qwen2.5-14B-Instruct-bnb-4bit)

Best Alternatives to Qwen2.5 14B Instruct Bnb 4bit

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EVA Qwen2.5 14B V0.0128K / 29.7 GB14913
Qwen2.5 14B Instruct32K / 29.6 GB4213565
Qwen2.5 14B Instruct AWQ32K / 10 GB369286
Replete LLM V2.5 Qwen 14B32K / 29.7 GB43714
Qwen2.5 14B Instruct GPTQ Int432K / 10 GB27704
Qwen2.5 14B Instruct GPTQ Int832K / 16.8 GB14727
Qwen2.5 14B Instruct32K / 29.7 GB2366
Qwen2.5 14B Gutenberg 1e Delta32K / 29.7 GB6384
Qwen2p5 14B Distill Wip32K / 29.7 GB1111
NightyGurps 14B V1.132K / 29.7 GB27
Note: green Score (e.g. "73.2") means that the model is better than unsloth/Qwen2.5-14B-Instruct-bnb-4bit.

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Release v2024072803
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