8bit Adapter Adapter-transformers Base model:adapter:qwen/qwen2.... Base model:qwen/qwen2.5-coder-... Codegen Conversational En Finetuned Inference-endpoint, Instruct Lora Pytorch, Quantized Region:us Safetensors Sql-code-generation, Unsloth,
Model Card on HF 🤗: https://huggingface.co/imsanjoykb/sqlCoder-Qwen2.5-8bit
SqlCoder Qwen2.5 8bit Benchmarks
LMSys ELO: 1217 vs 1272 (so35)-4.3%
HumanEvalA: 63.38
Python Eva: 83.2 vs 92 (so35)-9.6%
Java Eval: 73.69
Javascript: 76.05
CPP Eval: 81.95
PHP Eval: 73.59
Julia Eval: 58.15
D Eval: 26.98
Lua Eval: 46.04
R Eval: 52.73
Racket Eva: 61.54
Rust Eval: 68.53
Swift Eval: 58.12
LLME Score: 0.41811
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
SqlCoder Qwen2.5 8bit Parameters and Internals
| LLM Name | SqlCoder Qwen2.5 8bit |
| Repository 🤗 | https://huggingface.co/imsanjoykb/sqlCoder-Qwen2.5-8bit |
| Base Model(s) | |
| Model Size | 32b |
| Required VRAM | 0.3 GB |
| Updated | 2024-12-22 |
| Maintainer | imsanjoykb |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| Quantization Type | 8bit |
| Generates Code | Yes |
| Model Architecture | Adapter |
| License | apache-2.0 |
| Model Max Length | 32768 |
| Is Biased | none |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|PAD_TOKEN|> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | o_proj|v_proj|down_proj|up_proj|q_proj|gate_proj|k_proj |
| LoRA Alpha | 16 |
| LoRA Dropout | 0 |
| R Param | 16 |
| Errors | replace |
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217