Autotrain compatible Base model:finetune:prithivmlm... Base model:prithivmlmods/viper... Codegen Coder Conversational En Endpoints compatible Model-index Qwen2 R999 Region:us Safetensors Sharded Tensorflow Trl Viper
Model Card on HF 🤗: https://huggingface.co/prithivMLmods/Viper-Coder-v1.6-r999
Viper Coder V1.6 R999 Benchmarks
MMLU Pro: 47.02
GPQA: 20.13
MUSR: 26.21
BBH: 49.27
IFEval: 44.33 vs 88 (so35)-49.6%
MATH Lvl 5: 56.57
LLME Score: 0.3402
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)
Viper Coder V1.6 R999 Parameters and Internals
| LLM Name | Viper Coder V1.6 R999 |
| Repository 🤗 | https://huggingface.co/prithivMLmods/Viper-Coder-v1.6-r999 |
| Base Model(s) | |
| Model Size | 14.8b |
| Required VRAM | 29.7 GB |
| Updated | 2025-07-24 |
| Maintainer | prithivMLmods |
| Model Type | qwen2 |
| Model Files | |
| Supported Languages | en |
| Generates Code | Yes |
| Model Architecture | Qwen2ForCausalLM |
| License | apache-2.0 |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.48.2 |
| Tokenizer Class | Qwen2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 152064 |
| Torch Data Type | bfloat16 |
| Errors | replace |
Best Alternatives to Viper Coder V1.6 R999
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Viper Coder V1.7 Vsm6 | 986K / 29.7 GB | 7 | 6 |
| ...acilla Vipercoderv1.7vsm6 0308 | 986K / 29.7 GB | 6 | 0 |
| Viper Coder Hybrid V1.3 | 128K / 29.7 GB | 7 | 9 |
| Raptor X5 UIGEN | 117K / 29.7 GB | 14 | 3 |
| Raptor X4 | 117K / 29.7 GB | 7 | 2 |
| Raptor X2 | 117K / 29.7 GB | 8 | 0 |
| Viper Coder V1.1 | 32K / 29.7 GB | 8 | 8 |
| Viper Coder Hybrid V1.2 | 32K / 29.7 GB | 6 | 2 |
| Viper OneCoder UIGEN | 32K / 29.7 GB | 9 | 3 |
| Viper Coder V0.1 | 32K / 29.7 GB | 7 | 1 |
Rank the Viper Coder V1.6 R999 Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124