Autotrain Autotrain compatible Base model:finetune:unsloth/ph... Base model:unsloth/phi-4 Conversational Dataset:lightningrodlabs/full-... Endpoints compatible Llama Peft Region:us Safetensors Sharded Tensorboard Tensorflow
Model Card on HF 🤗: https://huggingface.co/LightningRodLabs/Flashlight-v1.0
Flashlight V1.0 Benchmarks
MMLU Pro: 48.91
GPQA: 12.3
MUSR: 9.93
BBH: 55.15
IFEval: 67.45 vs 88 (so35)-23.4%
MATH Lvl 5: 49.7
LLME Score: 0.3445
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)
Flashlight V1.0 Parameters and Internals
| LLM Name | Flashlight V1.0 |
| Repository 🤗 | https://huggingface.co/LightningRodLabs/Flashlight-v1.0 |
| Base Model(s) | |
| Model Size | 14.7b |
| Required VRAM | 29.4 GB |
| Updated | 2025-05-09 |
| Maintainer | LightningRodLabs |
| Model Type | llama |
| Model Files | |
| Model Architecture | LlamaForCausalLM |
| License | mit |
| Context Length | 16384 |
| Model Max Length | 16384 |
| Transformers Version | 4.48.0 |
| Tokenizer Class | GPT2Tokenizer |
| Padding Token | <|dummy_87|> |
| Vocabulary Size | 100352 |
| Torch Data Type | float16 |
Best Alternatives to Flashlight V1.0
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Phi 4 | 16K / 29.4 GB | 102920 | 83 |
| Luminis Phi 4 | 16K / 29.5 GB | 2761 | 12 |
| Orca Mini Phi 4 | 16K / 29.4 GB | 95 | 8 |
| Phi 4 Model Stock V4 | 16K / 29.5 GB | 22 | 9 |
| Phi 4 RR Shoup | 16K / 29.5 GB | 19 | 2 |
| Phi 4 Sce Exp V0.1 | 16K / 29.5 GB | 11 | 1 |
| Phi 4 RStock V0.1 | 16K / 29.5 GB | 5 | 0 |
| Phi 4 Tensopolis V1 | 16K / 29.4 GB | 5 | 0 |
| Phi 4 Model Stock | 16K / 29.5 GB | 13 | 6 |
| Bifrost | 16K / 29.4 GB | 5 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than LightningRodLabs/Flashlight-v1.0 .
Rank the Flashlight V1.0 Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227