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Sparql Model Era Lora 128 Qwen3 0.6B by daniel-dona

 »  All LLMs  »  daniel-dona  »  Sparql Model Era Lora 128 Qwen3 0.6B   URL Share it on

  1567   
  Arxiv:1910.09700   4bit   Autotrain compatible   Conversational   Endpoints compatible   Lora   Quantized   Qwen3   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/daniel-dona/sparql-model-era-lora-128-qwen3-0.6b 

Sparql Model Era Lora 128 Qwen3 0.6B Benchmarks

LLME Score: 0.31019
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sparql Model Era Lora 128 Qwen3 0.6B (daniel-dona/sparql-model-era-lora-128-qwen3-0.6b)
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Sparql Model Era Lora 128 Qwen3 0.6B Parameters and Internals

LLM NameSparql Model Era Lora 128 Qwen3 0.6B
Repository 🤗https://huggingface.co/daniel-dona/sparql-model-era-lora-128-qwen3-0.6b 
Base Model(s)  unsloth/qwen3-0.6b-bnb-4bit   unsloth/qwen3-0.6b-bnb-4bit
Model Size0.6b
Required VRAM1.2 GB
Updated2025-07-11
Maintainerdaniel-dona
Model Typeqwen3
Model Files  1.2 GB
Quantization Type4bit
Model ArchitectureQwen3ForCausalLM
Context Length40960
Model Max Length40960
Transformers Version4.51.3
Tokenizer ClassQwen2Tokenizer
Padding Token<|vision_pad|>
Vocabulary Size151936
LoRA ModelYes
Torch Data Typebfloat16
Errorsreplace

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Qwen3 0.6B Unsloth Bnb 4bit40K / 0.6 GB7603812
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Qwe3 0.6B Acot40K / 1.2 GB180
Qwen3 0.6B Acot40K / 1.2 GB60
Fizik 0.6B Preview40K / 1.2 GB90
Qwen3 0.6B MLX 4bit38K / 0.3 GB17395
...en3 0.6B Base Unsloth Bnb 4bit32K / 0.6 GB55381
Qwen3 Reranker 0.6B40K / 1.2 GB299081155
Qwen3 0.6B GGUF40K / 0.2 GB2858059
Note: green Score (e.g. "73.2") means that the model is better than daniel-dona/sparql-model-era-lora-128-qwen3-0.6b.

Rank the Sparql Model Era Lora 128 Qwen3 0.6B Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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