Arxiv:2309.16609 4-bit Autotrain compatible Awq Chat Conversational En Endpoints compatible Quantized Qwen2 Region:us Safetensors Sharded Tensorflow
CodeQwen1.5 7B Chat AWQ Benchmarks
ARC: 35.49 vs 96.7 (so35)-63.3%
HellaSwag: 54.03 vs 95.3 (gpt4)-43.3%
MMLU: 39.37 vs 88.3 (so35)-55.4%
TruthfulQA: 44.75 vs 59 (gpt4)-24.2%
WinoGrande: 58.01 vs 87.5 (gpt4)-33.7%
GSM8K: 27.9 vs 96.4 (so35)-71.1%
HumanEvalA: 54.95
Python Eva: 87.2 vs 92 (so35)-5.2%
Java Eval: 61.04
Javascript: 70.31
CPP Eval: 67.85
PHP Eval: 69.22
Julia Eval: 51.89
D Eval: 22.71
Lua Eval: 32.89
R Eval: 39.86
Racket Eva: 29.38
Rust Eval: 67.49
Swift Eval: 59.59
LLME Score: 0.25033
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)
CodeQwen1.5 7B Chat AWQ Parameters and Internals
| LLM Name | CodeQwen1.5 7B Chat AWQ |
| Repository 🤗 | https://huggingface.co/Qwen/CodeQwen1.5-7B-Chat-AWQ |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 5.3 GB |
| Updated | 2024-10-18 |
| Maintainer | Qwen |
| Model Type | qwen2 |
| Model Files | |
| Supported Languages | en |
| AWQ Quantization | Yes |
| Quantization Type | awq |
| Model Architecture | Qwen2ForCausalLM |
| License | other |
| Context Length | 65536 |
| Model Max Length | 65536 |
| Transformers Version | 4.39.3 |
| Tokenizer Class | PreTrainedTokenizerFast |
| Padding Token | <fim_pad> |
| Vocabulary Size | 92416 |
| Torch Data Type | float16 |
Best Alternatives to CodeQwen1.5 7B Chat AWQ
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Samantha Qwen2 7B AWQ | 128K / 5.6 GB | 6 | 0 |
| Dolphin 2.9.2 Qwen2 7B AWQ | 128K / 5.6 GB | 10 | 0 |
| CodeQwen1.5 7B AWQ | 64K / 5.3 GB | 3033 | 2 |
| Qwen2.5 7B Instruct AWQ | 32K / 5.6 GB | 6391 | 4 |
| Qwen2.5 Coder 7B Instruct AWQ | 32K / 5.6 GB | 3287 | 4 |
| Qwen2 7B Instruct AWQ | 32K / 5.6 GB | 41499 | 19 |
| Qwen1.5 7B Chat AWQ | 32K / 5.9 GB | 15496 | 12 |
| Qwen1.5 7B AWQ W4 G128 | 32K / 5.9 GB | 5 | 0 |
| Qwen2.5 7B Bnb 4bit | 128K / 5.5 GB | 5681 | 1 |
| Qwen2 7B Bnb 4bit | 128K / 5.5 GB | 1912 | 3 |
Note: green Score (e.g. "73.2") means that the model is better than Qwen/CodeQwen1.5-7B-Chat-AWQ .
Rank the CodeQwen1.5 7B Chat AWQ Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803