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README.md

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 ---
+language:
+- en
+library_name: transformers
+pipeline_tag: text-generation
+datasets:
+- teknium/OpenHermes-2.5
+- TokenBender/python_eval_instruct_51k
+- codefuse-ai/Evol-instruction-66k
+tags:
+- code
 license: apache-2.0
+model-index:
+- name: SpeechlessCoder
+  results:
+  - task:
+      type: text-generation
+    dataset:
+      type: openai_humaneval
+      name: HumanEval
+    metrics:
+    - name: pass@1
+      type: pass@1
+      value: 0.0
+      verified: false
 ---
+
+<p><h1> speechless-starcoder2-7b  </h1></p>
+
+Code: https://github.com/uukuguy/speechless
+
+Use the following dataset to fine-tune bigcode/starcoder2-7b in order to improve the model's reasoning and planning abilities.
+
+Total 986k samples.
+- teknium/OpenHermes-2.5
+- TokenBender/python_eval_instruct_51k
+- Spider
+- codefuse-ai/Evol-instruction-66k
+
+## How to Prompt the Model
+This model accepts the Alpaca instruction format.
+
+For example:
+```
+You are an intelligent programming assistant.
+
+### Instruction:
+Implement a linked list in C++
+
+### Response:
+```
+
+## HumanEval
+
+| Metric | Value |
+| --- | --- |
+| humaneval-python | |
+
+## lm-evaluation-harness
+
+```json
+{'ARC (acc_norm)': ,
+'HellaSwag (acc_norm)': ,
+'MMLU (acc)': ,
+'TruthfulQA (mc2)': ,
+'Winoground (acc)': ,
+'GSM8K (acc)': ,
+'DROP (f1)': ,
+'Open LLM Score': }
+```
+
+# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
+Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_uukuguy__speechless-starcoder2-7b)
+
+| Metric                | Value                     |
+|-----------------------|---------------------------|
+| Avg.                  |    |
+| ARC (25-shot)         |           |
+| HellaSwag (10-shot)   |     |
+| MMLU (5-shot)         |          |
+| TruthfulQA (0-shot)   |    |
+| Winogrande (5-shot)   |    |
+| GSM8K (5-shot)        |         |
+| DROP (3-shot)         |          |

config.json

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+{
+  "_name_or_path": "/opt/local/llm_models/huggingface.co/bigcode/starcoder2-7b",
+  "activation_function": "gelu",
+  "architectures": [
+    "Starcoder2ForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "attention_softmax_in_fp32": true,
+  "bos_token_id": 0,
+  "embedding_dropout": 0.0,
+  "eos_token_id": 0,
+  "hidden_act": "gelu_pytorch_tanh",
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+  "initializer_range": 0.018042,
+  "intermediate_size": 18432,
+  "layer_norm_epsilon": 1e-05,
+  "max_position_embeddings": 16384,
+  "mlp_type": "default",
+  "model_type": "starcoder2",
+  "norm_epsilon": 1e-05,
+  "norm_type": "layer_norm",
+  "num_attention_heads": 36,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 4,
+  "residual_dropout": 0.0,
+  "rope_theta": 1000000,
+  "scale_attention_softmax_in_fp32": true,
+  "scale_attn_weights": true,
+  "sliding_window": 4096,
+  "torch_dtype": "float16",
+  "transformers_version": "4.39.0.dev0",
+  "use_bias": true,
+  "use_cache": true,
+  "vocab_size": 49152
+}

generation_config.json

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+  "_from_model_config": true,
+  "bos_token_id": 49152,
+  "eos_token_id": 49152,
+  "transformers_version": "4.39.0.dev0"
+}

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