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README.md ADDED
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+ ---
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+ base_model: []
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+ library_name: transformers
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+ tags:
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+ - mergekit
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+ - merge
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+
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+ ---
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+ # boreas-10_7b
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+
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+ This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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+
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+ ## Merge Details
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+ ### Merge Method
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+
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+ This model was merged using the passthrough merge method.
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+
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+ ### Models Merged
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+
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+ The following models were included in the merge:
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+ * boreas-7b-0-16
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+ * boreas-7b-16-32
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+ * boreas-7b-0-8-16-24
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+ * boreas-7b-8-16-24-32
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+
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+ ### Configuration
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+
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+ The following YAML configuration was used to produce this model:
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+
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+ ```yaml
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+ slices:
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+ - sources:
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+ - model: boreas-7b-0-16
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+ layer_range: [0, 16]
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+ - sources:
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+ - model: boreas-7b-0-8-16-24
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+ layer_range: [0, 8]
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+ - sources:
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+ - model: boreas-7b-8-16-24-32
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+ layer_range: [0, 8]
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+ - sources:
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+ - model: boreas-7b-16-32
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+ layer_range: [0, 16]
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+ merge_method: passthrough
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+ dtype: bfloat16
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+
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+ ```
config.json ADDED
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+ {
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+ "_name_or_path": "boreas-7b-0-16",
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+ "architectures": [
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+ "MistralForCausalLM"
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+ ],
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+ "attention_bias": false,
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+ "attention_dropout": 0.0,
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+ "attention_partition_spec": [
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+ [
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+ "dp",
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+ "fsdp"
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+ ],
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+ "sp",
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+ "tp",
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+ null
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+ ],
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+ "attn_mechanism": "normal",
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+ "axis_dims": [
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+ 1,
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+ -1,
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+ 1
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+ ],
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+ "axis_names": [
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+ "dp",
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+ "fsdp",
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+ "tp",
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+ "sp"
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+ ],
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+ "backend": null,
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+ "bias_partition_spec": [
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+ [
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+ "dp",
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+ "fsdp"
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+ ],
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+ null,
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+ ],
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+ "bits": null,
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+ "block_b": 1,
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+ "block_k": 128,
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+ "block_k_dq": 128,
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+ "block_q_major_dkv": 128,
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+ "bos_token_id": 1,
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+ "easy_method": "train",
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+ "eos_token_id": 2,
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+ "generation_attention_partition_spec": [
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+ [
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+ "dp",
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+ "fsdp"
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+ ],
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+ null,
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+ "tp",
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+ ],
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+ "generation_bias_partition_spec": [
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+ "dp",
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+ ],
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+ null,
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+ ],
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+ "generation_query_partition_spec": [
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+ "dp",
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+ "fsdp"
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+ ],
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+ "sp",
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+ null,
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+ ],
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+ "hidden_act": "silu",
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+ "hidden_size": 4096,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 14336,
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+ "key_partition_spec": [
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+ "sp",
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+ null
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+ "max_position_embeddings": 32768,
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+ "model_type": "mistral",
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+ "num_attention_heads": 32,
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+ "sp",
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+ null
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+ "rms_norm_eps": 1e-05,
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+ "rope_scaling": null,
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+ "rope_theta": 10000.0,
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+ "scan_attention_layers": false,
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+ "scan_mlp_chunk_size": 1024,
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+ "scan_ring_attention": false,
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+ "shard_attention_computation": true,
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+ "sliding_window": 4096,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.39.3",
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+ "use_cache": true,
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+ "use_scan_mlp": false,
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+ "use_sharded_kv_caching": true,
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+ "use_sharding_constraint": false,
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+ "value_partition_spec": [
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+ "dp",
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+ "fsdp"
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+ ],
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+ "sp",
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+ "tp",
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+ null
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+ ],
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+ "vocab_size": 32000
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+ }
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+ slices:
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+ layer_range: [0, 16]
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+ - sources:
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+ layer_range: [0, 16]
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