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RichardErkhov/acrastt_-_RedPajama-INCITE-Chat-Instruct-3B-V1-gguf

sourceHugging Faceupdated 2y agoView on Hugging Face
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Quantization made by Richard Erkhov.

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RedPajama-INCITE-Chat-Instruct-3B-V1 - GGUF

  • —Model creator: https://huggingface.co/acrastt/
  • —Original model: https://huggingface.co/acrastt/RedPajama-INCITE-Chat-Instruct-3B-V1/

Original model description: --- language:

  • —en license: apache-2.0 library_name: transformers datasets:
  • —togethercomputer/RedPajama-Data-1T
  • —databricks/databricks-dolly-15k
  • —OpenAssistant/oasst1
  • —Muennighoff/natural-instructions
  • —Muennighoff/P3 pipeline_tag: text-generation model-index:
  • —name: RedPajama-INCITE-Chat-Instruct-3B-V1 results:
  • —task: type: text-generation name: Text Generation dataset: name: AI2 Reasoning Challenge (25-Shot) type: ai2arc config: ARC-Challenge split: test args: numfew_shot: 25 metrics:
  • —type: accnorm value: 42.58 name: normalized accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/openllm_leaderboard?query=acrastt/RedPajama-INCITE-Chat-Instruct-3B-V1 name: Open LLM Leaderboard
  • —task: type: text-generation name: Text Generation dataset: name: HellaSwag (10-Shot) type: hellaswag split: validation args: numfewshot: 10 metrics:
  • —type: accnorm value: 67.48 name: normalized accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/openllm_leaderboard?query=acrastt/RedPajama-INCITE-Chat-Instruct-3B-V1 name: Open LLM Leaderboard
  • —task: type: text-generation name: Text Generation dataset: name: MMLU (5-Shot) type: cais/mmlu config: all split: test args: numfewshot: 5 metrics:
  • —type: acc value: 25.99 name: accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/openllmleaderboard?query=acrastt/RedPajama-INCITE-Chat-Instruct-3B-V1 name: Open LLM Leaderboard
  • —task: type: text-generation name: Text Generation dataset: name: TruthfulQA (0-shot) type: truthfulqa config: multiplechoice split: validation args: numfewshot: 0 metrics:
  • —type: mc2 value: 33.62 source: url: https://huggingface.co/spaces/HuggingFaceH4/openllmleaderboard?query=acrastt/RedPajama-INCITE-Chat-Instruct-3B-V1 name: Open LLM Leaderboard
  • —task: type: text-generation name: Text Generation dataset: name: Winogrande (5-shot) type: winogrande config: winograndexl split: validation args: numfew_shot: 5 metrics:
  • —type: acc value: 64.8 name: accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/openllmleaderboard?query=acrastt/RedPajama-INCITE-Chat-Instruct-3B-V1 name: Open LLM Leaderboard
  • —task: type: text-generation name: Text Generation dataset: name: GSM8k (5-shot) type: gsm8k config: main split: test args: numfewshot: 5 metrics:
  • —type: acc value: 0.91 name: accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/openllmleaderboard?query=acrastt/RedPajama-INCITE-Chat-Instruct-3B-V1 name: Open LLM Leaderboard ---

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This is an experimental merge of models RedPajama-INCITE-Chat-3B-V1 and RedPajama-INCITE-Instruct-3B-V1.</br> This model is adaptive to prompt templates, but this template is recommended:

HUMAN: {prompt}
ASSISTANT:

Feel free to change HUMAN or ASSISTANT. It will not change much.</br> GGML versions here (Note that this is only compatible with koboldcpp).

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

MetricValue
Avg.39.23
ARC (25-shot)42.58
HellaSwag (10-shot)67.48
MMLU (5-shot)25.99
TruthfulQA (0-shot)33.62
Winogrande (5-shot)64.8
GSM8K (5-shot)0.91

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

MetricValue
Avg.39.23
AI2 Reasoning Challenge (25-Shot)42.58
HellaSwag (10-Shot)67.48
MMLU (5-Shot)25.99
TruthfulQA (0-shot)33.62
Winogrande (5-shot)64.80
GSM8k (5-shot)0.91