Init

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README.md

@@ -1,3 +1,80 @@
 ---
+language:
+- en
+library_name: transformers
+pipeline_tag: text-generation
+datasets:
+- jondurbin/airoboros-2.2
+- Open-Orca/OpenOrca
+- garage-bAInd/Open-Platypus
+- WizardLM/WizardLM_evol_instruct_V2_196k
+- TokenBender/python_eval_instruct_51k
+- ise-uiuc/Magicoder-OSS-Instruct-75K 
+- meta-math/MetaMathQA
+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: 
+      verified: false
 ---
+
+<p><h1> speechless-code-mistral-7b-v2.0  </h1></p>
+
+Code: https://github.com/uukuguy/speechless
+
+Use the following dataset to fine-tune mistralai/Mistral-7B-v0.1 in order to improve the model's reasoning and planning abilities.
+
+Total 343,370 samples 603 MB
+
+- jondurbin/airoboros-2.2: Filter categories related to coding, reasoning and planning. 21,923 samples.
+- Open-Orca/OpenOrca: Filter the 'cot' category in 1M GPT4 dataset. 62,973 samples.
+- garage-bAInd/Open-Platypus: 100%, 22,760 samples.
+- WizardLM/WizardLM_evol_instruct_V2_196k: Coding coversation part. 30,077 samples
+- TokenBender/python_eval_instruct_51k: “python” in output .39,596 samples
+- OpenHermes code block in output  18,969 samples
+- CollectiveCognition-2023-09-27 200 samples
+- ise-uiuc/Magicoder-OSS-Instruct-75K 75,197 samples
+- meta-math/MetaMathQA 20% 395K 71,706 samples
+
+## HumanEval
+
+| Metric | Value |
+| --- | --- |
+| humaneval-python | |
+
+[Big Code Models Leaderboard](https://huggingface.co/spaces/bigcode/bigcode-models-leaderboard)
+
+CodeLlama-34B-Python: 53.29
+
+CodeLlama-34B-Instruct: 50.79
+
+CodeLlama-13B-Instruct: 50.6
+
+CodeLlama-34B: 45.11
+
+CodeLlama-13B-Python: 42.89
+
+CodeLlama-13B: 35.07
+
+## lm-evaluation-harness
+
+[Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
+| Metric | Value |
+| --- | --- |
+| ARC ||
+| HellaSwag | |
+| MMLU | |
+| TruthfulQA |  |
+| Average |  |
+

added_tokens.json

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+  "<s>": 1,
+  "<unk>": 0
+}

config.json

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+{
+  "_name_or_path": "/opt/local/llm_models/huggingface.co/uukuguy/speechless-mistral-six-in-one-7b",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 32768,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "sliding_window": 4096,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
+  "transformers_version": "4.34.0",
+  "use_cache": true,
+  "vocab_size": 32000
+}

generation_config.json

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+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "transformers_version": "4.34.0"
+}

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