Qwen1.5 110B Chat By Qwen: Benchmarks, Features and Detailed Analysis. Insights on Qwen1.5 110B Chat.

Arxiv:2309.16609 Autotrain compatible Chat Conversational En Endpoints compatible Qwen2 Region:us Safetensors Sharded Tensorflow

Qwen1.5 110B Chat Benchmarks

MMLU Pro: 42.5

GPQA: 12.19

MUSR: 16.29

BBH: 44.98

IFEval: 59.39 vs 88 (so35)^-32.5%

ARC: 72.01 vs 96.7 (so35)^-25.5%

HellaSwag: 84.67 vs 95.3 (gpt4)^-11.2%

MMLU: 78.04 vs 88.3 (so35)^-11.6%

TruthfulQA: 65.86 vs 59 (gpt4)^11.6%

WinoGrande: 77.35 vs 87.5 (gpt4)^-11.6%

GSM8K: 30.1 vs 96.4 (so35)^-68.8%

LLME Score: 0.38461

^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)

Qwen1.5 110B Chat Parameters and Internals

LLM Name	Qwen1.5 110B Chat
Repository 🤗	https://huggingface.co/Qwen/Qwen1.5-110B-Chat
Model Size	110b
Required VRAM	158.3 GB
Updated	2024-10-18
Maintainer	Qwen
Model Type	qwen2
Model Files	3.6 GB: 1-of-62 3.5 GB: 2-of-62 3.8 GB: 3-of-62 3.5 GB: 4-of-62 3.5 GB: 5-of-62 3.8 GB: 6-of-62 3.5 GB: 7-of-62 3.5 GB: 8-of-62 3.8 GB: 9-of-62 3.5 GB: 10-of-62 3.5 GB: 11-of-62 3.8 GB: 12-of-62 3.5 GB: 13-of-62 3.5 GB: 14-of-62 3.8 GB: 15-of-62 3.5 GB: 16-of-62 3.5 GB: 17-of-62 3.8 GB: 18-of-62 3.5 GB: 19-of-62 3.5 GB: 20-of-62 3.8 GB: 21-of-62 3.5 GB: 22-of-62 3.5 GB: 23-of-62 3.8 GB: 24-of-62 3.5 GB: 25-of-62 3.5 GB: 26-of-62 3.8 GB: 27-of-62 3.5 GB: 28-of-62 3.5 GB: 29-of-62 3.8 GB: 30-of-62 3.5 GB: 31-of-62 3.5 GB: 32-of-62 3.8 GB: 33-of-62 3.5 GB: 34-of-62 3.5 GB: 35-of-62 3.8 GB: 36-of-62 3.5 GB: 37-of-62 3.5 GB: 38-of-62 3.8 GB: 39-of-62 3.5 GB: 40-of-62 3.5 GB: 41-of-62 3.8 GB: 42-of-62 3.5 GB: 43-of-62 3.5 GB: 44-of-62
Supported Languages	en
Model Architecture	Qwen2ForCausalLM
License	other
Context Length	32768
Model Max Length	32768
Transformers Version	4.37.2
Vocabulary Size	152064
Torch Data Type	bfloat16

Qwen1.5 110B Chat (Qwen/Qwen1.5-110B-Chat)

Quantized Models of the Qwen1.5 110B Chat

Model	Likes	Downloads	VRAM
Qwen1.5 110B Chat GGUF	2	798	3 GB
Qwen1.5 110B Chat AWQ	8	24	61 GB
Qwen1.5 110B Chat 4bit	5	5	62 GB
Qwen1.5 110B Chat AWQ	0	6	61 GB
Qwen1.5 110B Chat 8bit	1	3	179 GB
Qwen1.5 110B Chat GPTQ Int4	2	16	61 GB

Best Alternatives to Qwen1.5 110B Chat

Best Alternatives	Context / RAM	Downloads	Likes
Qwen1.5 110B	32K / 221.7 GB	5457	91
Dolphin 2.9.1 Qwen 110B	32K / 193.4 GB	21	24
Airoboros 110B 3.3	32K / 158.3 GB	8	2
Airoboros DPO 110B 3.3	32K / 158.3 GB	10	0
Aqua Qwen 0.1 110B	32K / 198.3 GB	5	0
...wen 1.5 110B Layer Mix Bpw 2.2	8K / 40.7 GB	7	1
Qwen1.5 110B Chat 4bit	32K / 62.2 GB	5	5
Qwen1.5 110B Chat 8bit	32K / 179.8 GB	3	1
...n1.5 110B Chat 3.35bpw H6 EXL2	32K / 49 GB	9	1
...n1.5 110B Chat 3.25bpw H6 EXL2	32K / 47.7 GB	5	1

Rank the Qwen1.5 110B Chat Capabilities

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

Release v2024072803

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